Name: Art Therapy - QLS Level 2, 3 & 4
Price: 135 GBP
Availability: InStock

<strong>This is a course that empowers you by unlocking the complexities of how Spring Boot works so that you understand what's going on. In this way, you get an excellent foundational basis of Spring Boot that allows you to stand in good stead, so you'll feel at ease exploring further and tapping into the amazing power that this versatile and powerful platform offers.</strong>
        <p>Spring Boot provides some impressive features to simplify writing your code, and does so with minimal effort. It is the fastest way to get a Spring application up and running with the fewest lines of code and the least configuration. It aims to make development easy so that you can create production-grade applications and services.

This course begins by helping you configure Spring Boot, then shows you a practical implementation of its various features. Then, you will work on running and debugging Spring Boot apps in the IDE. Following that, you'll learn the foundations of the Spring Boot platform and understand its operations. Afterwards, you'll understand layered architecture basics and how Spring Boot lets us create layered applications built on top of Spring. You'll also see how autoconfiguration works and understand how to use it and troubleshoot it where required. Finally, you'll be injecting properties into Spring-managed beans and publishing Spring events to ApplicationListeners.

By the end of the course, you will get hands-on knowledge of running and debugging Spring Boot applications in the IDE. You will also be able to publish these applications on a website.</p>
        <h2>What You Will Learn</h2><p>Run and debug Spring Boot apps in an IDE <br>Learn the foundations of the Spring Boot platform and understand its operations <br>Understand layered architecture basics and how layered applications are created<br>Know how autoconfiguration works and understand how to use it and troubleshoot it where required<br>Build the Sprint Pet Clinic application<br>Inject properties into Spring-managed beans<br>Publish Spring events to ApplicationListener</p>
        <h2>Audience</h2><p>This course is for developers who want to get hands-on with Spring Boot and use it to build and publish apps. We assume that you have a working knowledge of the Java programming language. Prior knowledge of Spring Boot is helpful but not essential.</p>
        <h2>Approach</h2><p>This is a practical course to help you learn the fundamentals of Spring Boot and apply them to your own real-world projects. Each section of this course teaches the key elements of Spring Boot. You will also learn how to implement these concepts using examples.</p>
        <h2>Key Features</h2><p>Create and publish Spring Boot projects * Examine existing Spring Boot projects and troubleshoot issues * Create projects out of various technologies using starter dependencies</p>
        
        <h2>About the Author</h2><h3>Matthew Speake</h3><p>Matthew Speake is a Java technologist and trainer. He has over 20 years of experience working everywhere from small start-ups to large global corporations and is the principal trainer at Zention in the UK.

He started JavaEasily in 2018 to produce courses focused on teaching Java technology to students all around the world. Since then, JavaEasily has been busy creating and publishing courses and articles on different aspects of Java to help beginners and intermediate Java developers enhance their skills. JavaEasily helps you become a better Java developer by teaching you the core skills you need in order to succeed in your Java career.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><br><h4>2. Getting Started</h4><p></p><br><h4>3. Taking a Tour of a Sample Spring Boot Application</h4><p></p><br><h4>4. Understanding Starter Dependencies</h4><p></p><br><h4>5. Understanding Autoconfiguration</h4><p></p><br><h4>6. Understanding Spring Boot Properties</h4><p></p><br><h4>7. Exploring Startup of a Spring Boot Application</h4><p></p><br><h4>8. Wrapping Up</h4><p></p>

This is a course that empowers you by unlocking the complexities of how Spring Boot works so that you understand what's going on. In this way, you get an excellent foundational basis of Spring Boot that allows you to stand in good stead, so you'll feel at ease exploring further and tapping into the amazing power that this versatile and powerful platform offers.
Spring Boot provides some impressive features to simplify writing your code, and does so with minimal effort. It is the fastest way to get a Spring application up and running with the fewest lines of code and the least configuration. It aims to make development easy so that you can create production-grade applications and services. This course begins by helping you configure Spring Boot, then shows you a practical implementation of its various features. Then, you will work on running and debugging Spring Boot apps in the IDE. Following that, you'll learn the foundations of the Spring Boot platform and understand its operations. Afterwards, you'll understand layered architecture basics and how Spring Boot lets us create layered applications built on top of Spring. You'll also see how autoconfiguration works and understand how to use it and troubleshoot it where required. Finally, you'll be injecting properties into Spring-managed beans and publishing Spring events to ApplicationListeners. By the end of the course, you will get hands-on knowledge of running and debugging Spring Boot applications in the IDE. You will also be able to publish these applications on a website.
What You Will Learn
Run and debug Spring Boot apps in an IDE 
Learn the foundations of the Spring Boot platform and understand its operations 
Understand layered architecture basics and how layered applications are created
Know how autoconfiguration works and understand how to use it and troubleshoot it where required
Build the Sprint Pet Clinic application
Inject properties into Spring-managed beans
Publish Spring events to ApplicationListener
Audience
This course is for developers who want to get hands-on with Spring Boot and use it to build and publish apps. We assume that you have a working knowledge of the Java programming language. Prior knowledge of Spring Boot is helpful but not essential.
Approach
This is a practical course to help you learn the fundamentals of Spring Boot and apply them to your own real-world projects. Each section of this course teaches the key elements of Spring Boot. You will also learn how to implement these concepts using examples.
Key Features
Create and publish Spring Boot projects * Examine existing Spring Boot projects and troubleshoot issues * Create projects out of various technologies using starter dependencies
About the Author
Matthew Speake
Matthew Speake is a Java technologist and trainer. He has over 20 years of experience working everywhere from small start-ups to large global corporations and is the principal trainer at Zention in the UK. He started JavaEasily in 2018 to produce courses focused on teaching Java technology to students all around the world. Since then, JavaEasily has been busy creating and publishing courses and articles on different aspects of Java to help beginners and intermediate Java developers enhance their skills. JavaEasily helps you become a better Java developer by teaching you the core skills you need in order to succeed in your Java career.
Course Outline
1. Introduction

2. Getting Started

3. Taking a Tour of a Sample Spring Boot Application

4. Understanding Starter Dependencies

5. Understanding Autoconfiguration

6. Understanding Spring Boot Properties

7. Exploring Startup of a Spring Boot Application

8. Wrapping Up


Packt

Java

Programming

This is a course that empowers you by unlocking the complexities of how Spring Boot works so that you understand what's going on. In this way, you get an excellent foundational basis of Spring Boot that allows you to stand in good stead, so you'll feel at ease exploring further and tapping into the amazing power that this versatile and powerful platform offers.

Spring Boot Essentials

General Admission

Tailwind CSS

AJAX

Web Development

Python

Embark on a transformative Python web development journey with this course and dive deep into creating a dynamic book rental system from scratch. Master Django's import-export capabilities, design elegant UI with Tailwind CSS, implement advanced features, and more. Elevate your skills and build real-world applications effortlessly!

Django with Tailwind CSS

<strong>The course is crafted to help you understand not only the role and impact of recommender systems in real-world applications but also provide hands-on experience in developing complete recommender systems engines for your customized dataset using projects. This learning-by-doing course will help you master the concepts and methodology of Python.</strong>
        <p>Have you ever thought how YouTube adjusts your feed as per your favorite content? 

Ever wondered! Why is your Netflix recommending your favorite TV shows?

Have you ever wanted to build a customized recommender system for yourself?

Then this is the course you are looking for.

We will begin with the theoretical concepts and fundamental knowledge of recommender systems. You will gain an understanding of the essential taxonomies that form the foundation of these systems. You will be learning how to use the power of Python to evaluate your recommender systems datasets based on user ratings, user choices, music genres, categories of movies, and their year of release. A practical approach will be adopted to build content-based filtering and collaborative filtering techniques for recommender systems.

Moving ahead, you will learn all the basic and necessary concepts for the applied recommender systems models along with the machine learning models. Moreover, various projects have been included in this course to develop a very useful experience for you.

By the end of this course, you will be able to relate the concepts and theories for recommender systems in various domains, implement machine learning models for building real-world recommendation systems, and evaluate the machine learning models.

All the resource files are added to the GitHub repository at: https://github.com/PacktPublishing/Recommender-Systems-with-Machine-Learning</p>
        <h2>What You Will Learn</h2><p>Explore AI-integrated recommender systems basics<br>Look at the basic taxonomy of recommender systems<br>Study the impact of overfitting, underfitting, bias, and variance<br>Build content-based recommender systems with ML and Python<br>Build item-based recommender systems using ML techniques and Python<br>Learn to model KNN-based recommender engine for applications</p>
        <h2>Audience</h2><p>No prior knowledge of recommender systems, machine learning, data analysis, or mathematics is needed. Only the working knowledge of basics of Python is required. You will start from the basics and gradually build your knowledge in the subject.<br><br>This course is designed for both beginners with some programming experience and even those who know nothing about data analysis, ML, and RNNs.<br><br>The course is suitable for individuals who want to advance their skills in ML, master the relation of data analysis with ML, build customized recommender systems for their applications, and implement ML algorithms for recommender systems.</p>
        <h2>Approach</h2><p>This is a comprehensive, easy-to-understand, self-explanatory, to-the-point, and practical course with live coding and two in-depth projects covering complete course contents.<br><br>Every module has engaging content; a completely practical approach is used along with brief theoretical concepts. At the end of every module, there will be a quiz, followed by its solution in the next video.</p>
        <h2>Key Features</h2><p>Build recommender systems using ML from the perspective of content-based and collaborative filtering * Implementation of ML with data analysis on real-world datasets of movies and Spotify songs * Learn to program with Python and how to use ML concepts to develop recommender systems</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Recommender-Systems-with-Machine-Learning</p>
        <h2>About the Author</h2><h3>AI Sciences</h3><p>AI Sciences are experts, PhDs, and artificial intelligence practitioners, including computer science, machine learning, and Statistics. Some work in big companies such as Amazon, Google, Facebook, Microsoft, KPMG, BCG, and IBM.

AI sciences produce a series of courses dedicated to beginners and newcomers on techniques and methods of machine learning, statistics, artificial intelligence, and data science. They aim to help those who wish to understand techniques more easily and start with less theory and less extended reading. Today, they publish more comprehensive courses on specific topics for wider audiences.

Their courses have successfully helped more than 100,000 students master AI and data science.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. AI Sciences Introduction</p><p style='margin: 0'>This video provides an introduction to AI Sciences.</p></td></tr><tr><td style='padding: 15px;'><p>2. Instructor Introduction</p><p style='margin: 0'>This video provides an introduction to the instructor in detail. You will look at the course's structure and the things you will learn by the end of this course.</p></td></tr><tr><td style='padding: 15px;'><p>3. Overview of Recommender Systems</p><p style='margin: 0'>This video provides an overview of the recommender systems and their importance.</p></td></tr><tr><td style='padding: 15px;'><p>4. Fundamentals of Recommender Systems</p><p style='margin: 0'>This video helps you out with the fundamentals of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>5. Project Overview</p><p style='margin: 0'>This video discusses the projects you will be working on in the later sections of this course.</p></td></tr></tbody></table><br><h4>2. Motivation for Recommender System</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Recommender Systems Overview</p><p style='margin: 0'>This video provides an overview of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>2. Introduction to Recommender Systems</p><p style='margin: 0'>In this video, you will get to know more about recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>3. Recommender Systems Process and Goals</p><p style='margin: 0'>This video helps you understand the process and goals of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>4. Generations of Recommender Systems</p><p style='margin: 0'>This video helps you with generations of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>5. Nexus of AI and Recommender Systems</p><p style='margin: 0'>This video talks about the nexus of AI and recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>6. Applications and Real-World Challenges</p><p style='margin: 0'>This video helps you understand the applications and real-world challenges, and how recommender systems resolve these issues.</p></td></tr><tr><td style='padding: 15px;'><p>7. Quiz</p><p style='margin: 0'>This is a quiz video on the concepts learned in this module/section.</p></td></tr><tr><td style='padding: 15px;'><p>8. Quiz Solution</p><p style='margin: 0'>This is a solution video of the quiz for this module/section.</p></td></tr></tbody></table><br><h4>3. Basic of Recommender Systems</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Section Overview</p><p style='margin: 0'>This video provides an overview of the section.</p></td></tr><tr><td style='padding: 15px;'><p>2. Taxonomy of Recommender Systems</p><p style='margin: 0'>In this video, you will study the taxonomy of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>3. ICM</p><p style='margin: 0'>This video talks about the ICM (Item Content Matrix) that is used to store the data of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>4. User Rating Matrix</p><p style='margin: 0'>This video talks about URM (User Rating Matrix), which is used to store the data of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>5. Quality of Recommender Systems</p><p style='margin: 0'>This video explains the quality of recommender systems in detail.</p></td></tr><tr><td style='padding: 15px;'><p>6. Online Evaluation Techniques</p><p style='margin: 0'>This video talks about the online evaluation techniques of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>7. Offline Evaluation Techniques</p><p style='margin: 0'>This video talks about offline evaluation techniques of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>8. Data Partitioning</p><p style='margin: 0'>This video explains data partitioning.</p></td></tr><tr><td style='padding: 15px;'><p>9. Important Parameters</p><p style='margin: 0'>This video talks about the important parameters of recommender systems.</p></td></tr><tr><td style='padding: 15px;'><p>10. Error Metric Computation</p><p style='margin: 0'>This video demonstrates error metric computation.</p></td></tr><tr><td style='padding: 15px;'><p>11. Content-Based Filtering</p><p style='margin: 0'>This video helps you with content-based filtering.</p></td></tr><tr><td style='padding: 15px;'><p>12. Collaborative Filtering and User-Based Collaborative Filtering</p><p style='margin: 0'>This video helps you with collaborative filtering and user-based collaborative filtering.</p></td></tr><tr><td style='padding: 15px;'><p>13. Item Model and Memory-Based Collaborative Filtering</p><p style='margin: 0'>This video helps you with the item model and memory-based collaborative filtering.</p></td></tr><tr><td style='padding: 15px;'><p>14. Quiz</p><p style='margin: 0'>This is a quiz video on the concepts learned in this module/section.</p></td></tr><tr><td style='padding: 15px;'><p>15. Quiz Solution</p><p style='margin: 0'>This is a solution video of the quiz for this module/section.</p></td></tr></tbody></table><br><h4>4. Machine Learning for Recommender System</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Overview</p><p style='margin: 0'>This video provides an overview of the section.</p></td></tr><tr><td style='padding: 15px;'><p>2. Benefits of Machine Learning</p><p style='margin: 0'>This video helps you with the benefits of machine learning.</p></td></tr><tr><td style='padding: 15px;'><p>3. Guidelines for ML</p><p style='margin: 0'>This video demonstrates the guidelines for machine learning.</p></td></tr><tr><td style='padding: 15px;'><p>4. Design Approaches for ML</p><p style='margin: 0'>This video talks about the design approaches for machine learning.</p></td></tr><tr><td style='padding: 15px;'><p>5. Content-Based Filtering</p><p style='margin: 0'>This video helps you with content-based filtering.</p></td></tr><tr><td style='padding: 15px;'><p>6. Data Preparation for Content-Based Filtering</p><p style='margin: 0'>This video explains data preparation for content-based filtering with machine learning.</p></td></tr><tr><td style='padding: 15px;'><p>7. Data Manipulation for Content-Based Filtering</p><p style='margin: 0'>This video explains data manipulation for content-based filtering with machine learning.</p></td></tr><tr><td style='padding: 15px;'><p>8. Exploring Genres in Content-Based Filtering</p><p style='margin: 0'>This video helps you explore the genres in content-based filtering.</p></td></tr><tr><td style='padding: 15px;'><p>9. tf-idf (Term Frequency-Inverse Document Frequency) Matrix</p><p style='margin: 0'>This video is about the tf-idf (Term Frequency-Inverse Document Frequency) matrix.</p></td></tr><tr><td style='padding: 15px;'><p>10. Recommendation Engine</p><p style='margin: 0'>This video talks about the recommendation engine in detail.</p></td></tr><tr><td style='padding: 15px;'><p>11. Making Recommendations</p><p style='margin: 0'>This video helps you with making recommendations.</p></td></tr><tr><td style='padding: 15px;'><p>12. Item-Based Collaborative Filtering</p><p style='margin: 0'>This video demonstrates item-based collaborative filtering.</p></td></tr><tr><td style='padding: 15px;'><p>13. Item-Based Filtering Data Preparation</p><p style='margin: 0'>This video explains and demonstrates item-based filtering data preparation.</p></td></tr><tr><td style='padding: 15px;'><p>14. Age Distribution for Users</p><p style='margin: 0'>This video helps you find the age distribution for users from the dataset.</p></td></tr><tr><td style='padding: 15px;'><p>15. Collaborative Filtering Using KNN</p><p style='margin: 0'>This video helps you with collaborative filtering using KNN.</p></td></tr><tr><td style='padding: 15px;'><p>16. Geographic Filtering</p><p style='margin: 0'>This video helps you with geographic filtering.</p></td></tr><tr><td style='padding: 15px;'><p>17. KNN Implementation</p><p style='margin: 0'>This video explains how to implement KNN.</p></td></tr><tr><td style='padding: 15px;'><p>18. Making Recommendations with Collaborative Filtering</p><p style='margin: 0'>This video helps you make recommendations with collaborative filtering.</p></td></tr><tr><td style='padding: 15px;'><p>19. User-Based Collaborative Filtering</p><p style='margin: 0'>This video helps you with user-based collaborative filtering.</p></td></tr><tr><td style='padding: 15px;'><p>20. Quiz</p><p style='margin: 0'>This is a quiz video on the concepts learned in this module/section.</p></td></tr><tr><td style='padding: 15px;'><p>21. Quiz Solution</p><p style='margin: 0'>This is a solution video of the quiz for this module/section.</p></td></tr></tbody></table><br><h4>5. Project 1: Song Recommendation System Using Content-Based Filtering</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Project Introduction</p><p style='margin: 0'>This video gives you an overview of the project.</p></td></tr><tr><td style='padding: 15px;'><p>2. Dataset Usage</p><p style='margin: 0'>This video explains how to use the dataset to your advantage.</p></td></tr><tr><td style='padding: 15px;'><p>3. Missing Values</p><p style='margin: 0'>This video explains how to churn out the missing values from the dataset.</p></td></tr><tr><td style='padding: 15px;'><p>4. Exploring Genres</p><p style='margin: 0'>This video helps you with exploring genres from the dataset.</p></td></tr><tr><td style='padding: 15px;'><p>5. Occurrence Count</p><p style='margin: 0'>This video demonstrates the occurrence count of the specific condition.</p></td></tr><tr><td style='padding: 15px;'><p>6. tf-idf (Term Frequency-Inverse Document Frequency) Implementation</p><p style='margin: 0'>This video demonstrates the implementation of tf-idf (Term Frequency-Inverse Document Frequency).</p></td></tr><tr><td style='padding: 15px;'><p>7. Similarity Index</p><p style='margin: 0'>This video talks about the similarity index in detail.</p></td></tr><tr><td style='padding: 15px;'><p>8. FuzzyWuzzy Implementation</p><p style='margin: 0'>This video helps you with the implementation of the FuzzyWuzzy algorithm.</p></td></tr><tr><td style='padding: 15px;'><p>9. Find the Closest Title</p><p style='margin: 0'>This video explains how to find the closest title from the dataset as per the input.</p></td></tr><tr><td style='padding: 15px;'><p>10. Making Recommendations</p><p style='margin: 0'>This video explains how to make song recommendations.</p></td></tr></tbody></table><br><h4>6. Project 2: Movie Recommendation System Using Collaborative Filtering</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Project Introduction</p><p style='margin: 0'>This video provides an introduction to the project.</p></td></tr><tr><td style='padding: 15px;'><p>2. Dataset Discussion</p><p style='margin: 0'>This video involves a deep understanding of the dataset to be explored for this module.</p></td></tr><tr><td style='padding: 15px;'><p>3. Rating Plot</p><p style='margin: 0'>This video helps you with the plot rating from the dataset.</p></td></tr><tr><td style='padding: 15px;'><p>4. Count</p><p style='margin: 0'>This video explains the count function.</p></td></tr><tr><td style='padding: 15px;'><p>5. Logarithm of Count</p><p style='margin: 0'>This video helps you explain the logarithm of count.</p></td></tr><tr><td style='padding: 15px;'><p>6. Active Users and Popular Movies</p><p style='margin: 0'>This video explains the active users and popular movies available.</p></td></tr><tr><td style='padding: 15px;'><p>7. Create Collaborative Filter</p><p style='margin: 0'>This video demonstrates creating a collaborative filter.</p></td></tr><tr><td style='padding: 15px;'><p>8. KNN Implementation</p><p style='margin: 0'>This video explains the implementation of KNN.</p></td></tr><tr><td style='padding: 15px;'><p>9. Making Recommendations</p><p style='margin: 0'>This video explains how to make movie recommendations.</p></td></tr><tr><td style='padding: 15px;'><p>10. Course Conclusion</p><p style='margin: 0'>This video provides the conclusion for the course. We hope that you will be able to apply the learnings from this course into your professional life.</p></td></tr></tbody></table>

The course is crafted to help you understand not only the role and impact of recommender systems in real-world applications but also provide hands-on experience in developing complete recommender systems engines for your customized dataset using projects. This learning-by-doing course will help you master the concepts and methodology of Python.
Have you ever thought how YouTube adjusts your feed as per your favorite content? Ever wondered! Why is your Netflix recommending your favorite TV shows? Have you ever wanted to build a customized recommender system for yourself? Then this is the course you are looking for. We will begin with the theoretical concepts and fundamental knowledge of recommender systems. You will gain an understanding of the essential taxonomies that form the foundation of these systems. You will be learning how to use the power of Python to evaluate your recommender systems datasets based on user ratings, user choices, music genres, categories of movies, and their year of release. A practical approach will be adopted to build content-based filtering and collaborative filtering techniques for recommender systems. Moving ahead, you will learn all the basic and necessary concepts for the applied recommender systems models along with the machine learning models. Moreover, various projects have been included in this course to develop a very useful experience for you. By the end of this course, you will be able to relate the concepts and theories for recommender systems in various domains, implement machine learning models for building real-world recommendation systems, and evaluate the machine learning models. All the resource files are added to the GitHub repository at: https://github.com/PacktPublishing/Recommender-Systems-with-Machine-Learning
What You Will Learn
Explore AI-integrated recommender systems basics
Look at the basic taxonomy of recommender systems
Study the impact of overfitting, underfitting, bias, and variance
Build content-based recommender systems with ML and Python
Build item-based recommender systems using ML techniques and Python
Learn to model KNN-based recommender engine for applications
Audience
No prior knowledge of recommender systems, machine learning, data analysis, or mathematics is needed. Only the working knowledge of basics of Python is required. You will start from the basics and gradually build your knowledge in the subject.

This course is designed for both beginners with some programming experience and even those who know nothing about data analysis, ML, and RNNs.

The course is suitable for individuals who want to advance their skills in ML, master the relation of data analysis with ML, build customized recommender systems for their applications, and implement ML algorithms for recommender systems.
Approach
This is a comprehensive, easy-to-understand, self-explanatory, to-the-point, and practical course with live coding and two in-depth projects covering complete course contents.

Every module has engaging content; a completely practical approach is used along with brief theoretical concepts. At the end of every module, there will be a quiz, followed by its solution in the next video.
Key Features
Build recommender systems using ML from the perspective of content-based and collaborative filtering * Implementation of ML with data analysis on real-world datasets of movies and Spotify songs * Learn to program with Python and how to use ML concepts to develop recommender systems
Github Repo
https://github.com/PacktPublishing/Recommender-Systems-with-Machine-Learning
About the Author
AI Sciences
AI Sciences are experts, PhDs, and artificial intelligence practitioners, including computer science, machine learning, and Statistics. Some work in big companies such as Amazon, Google, Facebook, Microsoft, KPMG, BCG, and IBM. AI sciences produce a series of courses dedicated to beginners and newcomers on techniques and methods of machine learning, statistics, artificial intelligence, and data science. They aim to help those who wish to understand techniques more easily and start with less theory and less extended reading. Today, they publish more comprehensive courses on specific topics for wider audiences. Their courses have successfully helped more than 100,000 students master AI and data science.
Course Outline
1. Introduction

1. AI Sciences Introduction
This video provides an introduction to AI Sciences.
2. Instructor Introduction
This video provides an introduction to the instructor in detail. You will look at the course's structure and the things you will learn by the end of this course.
3. Overview of Recommender Systems
This video provides an overview of the recommender systems and their importance.
4. Fundamentals of Recommender Systems
This video helps you out with the fundamentals of recommender systems.
5. Project Overview
This video discusses the projects you will be working on in the later sections of this course.
2. Motivation for Recommender System

1. Recommender Systems Overview
This video provides an overview of recommender systems.
2. Introduction to Recommender Systems
In this video, you will get to know more about recommender systems.
3. Recommender Systems Process and Goals
This video helps you understand the process and goals of recommender systems.
4. Generations of Recommender Systems
This video helps you with generations of recommender systems.
5. Nexus of AI and Recommender Systems
This video talks about the nexus of AI and recommender systems.
6. Applications and Real-World Challenges
This video helps you understand the applications and real-world challenges, and how recommender systems resolve these issues.
7. Quiz
This is a quiz video on the concepts learned in this module/section.
8. Quiz Solution
This is a solution video of the quiz for this module/section.
3. Basic of Recommender Systems

1. Section Overview
This video provides an overview of the section.
2. Taxonomy of Recommender Systems
In this video, you will study the taxonomy of recommender systems.
3. ICM
This video talks about the ICM (Item Content Matrix) that is used to store the data of recommender systems.
4. User Rating Matrix
This video talks about URM (User Rating Matrix), which is used to store the data of recommender systems.
5. Quality of Recommender Systems
This video explains the quality of recommender systems in detail.
6. Online Evaluation Techniques
This video talks about the online evaluation techniques of recommender systems.
7. Offline Evaluation Techniques
This video talks about offline evaluation techniques of recommender systems.
8. Data Partitioning
This video explains data partitioning.
9. Important Parameters
This video talks about the important parameters of recommender systems.
10. Error Metric Computation
This video demonstrates error metric computation.
11. Content-Based Filtering
This video helps you with content-based filtering.
12. Collaborative Filtering and User-Based Collaborative Filtering
This video helps you with collaborative filtering and user-based collaborative filtering.
13. Item Model and Memory-Based Collaborative Filtering
This video helps you with the item model and memory-based collaborative filtering.
14. Quiz
This is a quiz video on the concepts learned in this module/section.
15. Quiz Solution
This is a solution video of the quiz for this module/section.
4. Machine Learning for Recommender System

1. Overview
This video provides an overview of the section.
2. Benefits of Machine Learning
This video helps you with the benefits of machine learning.
3. Guidelines for ML
This video demonstrates the guidelines for machine learning.
4. Design Approaches for ML
This video talks about the design approaches for machine learning.
5. Content-Based Filtering
This video helps you with content-based filtering.
6. Data Preparation for Content-Based Filtering
This video explains data preparation for content-based filtering with machine learning.
7. Data Manipulation for Content-Based Filtering
This video explains data manipulation for content-based filtering with machine learning.
8. Exploring Genres in Content-Based Filtering
This video helps you explore the genres in content-based filtering.
9. tf-idf (Term Frequency-Inverse Document Frequency) Matrix
This video is about the tf-idf (Term Frequency-Inverse Document Frequency) matrix.
10. Recommendation Engine
This video talks about the recommendation engine in detail.
11. Making Recommendations
This video helps you with making recommendations.
12. Item-Based Collaborative Filtering
This video demonstrates item-based collaborative filtering.
13. Item-Based Filtering Data Preparation
This video explains and demonstrates item-based filtering data preparation.
14. Age Distribution for Users
This video helps you find the age distribution for users from the dataset.
15. Collaborative Filtering Using KNN
This video helps you with collaborative filtering using KNN.
16. Geographic Filtering
This video helps you with geographic filtering.
17. KNN Implementation
This video explains how to implement KNN.
18. Making Recommendations with Collaborative Filtering
This video helps you make recommendations with collaborative filtering.
19. User-Based Collaborative Filtering
This video helps you with user-based collaborative filtering.
20. Quiz
This is a quiz video on the concepts learned in this module/section.
21. Quiz Solution
This is a solution video of the quiz for this module/section.
5. Project 1: Song Recommendation System Using Content-Based Filtering

1. Project Introduction
This video gives you an overview of the project.
2. Dataset Usage
This video explains how to use the dataset to your advantage.
3. Missing Values
This video explains how to churn out the missing values from the dataset.
4. Exploring Genres
This video helps you with exploring genres from the dataset.
5. Occurrence Count
This video demonstrates the occurrence count of the specific condition.
6. tf-idf (Term Frequency-Inverse Document Frequency) Implementation
This video demonstrates the implementation of tf-idf (Term Frequency-Inverse Document Frequency).
7. Similarity Index
This video talks about the similarity index in detail.
8. FuzzyWuzzy Implementation
This video helps you with the implementation of the FuzzyWuzzy algorithm.
9. Find the Closest Title
This video explains how to find the closest title from the dataset as per the input.
10. Making Recommendations
This video explains how to make song recommendations.
6. Project 2: Movie Recommendation System Using Collaborative Filtering

1. Project Introduction
This video provides an introduction to the project.
2. Dataset Discussion
This video involves a deep understanding of the dataset to be explored for this module.
3. Rating Plot
This video helps you with the plot rating from the dataset.
4. Count
This video explains the count function.
5. Logarithm of Count
This video helps you explain the logarithm of count.
6. Active Users and Popular Movies
This video explains the active users and popular movies available.
7. Create Collaborative Filter
This video demonstrates creating a collaborative filter.
8. KNN Implementation
This video explains the implementation of KNN.
9. Making Recommendations
This video explains how to make movie recommendations.
10. Course Conclusion
This video provides the conclusion for the course. We hope that you will be able to apply the learnings from this course into your professional life.

Data Analysis

Pandas

The course is crafted to help you understand not only the role and impact of recommender systems in real-world applications but also provide hands-on experience in developing complete recommender systems engines for your customized dataset using projects. This learning-by-doing course will help you master the concepts and methodology of Python.

Recommender Systems with Machine Learning

<strong>Plan, deploy and monitor cloud solutions in Microsoft Azure's Infrastructure as a Service</strong>
        <p>Cloud computing is one of the biggest technology revolutions in the IT industry, spreading at the speed of light all over the world. A growing number of business companies and organizations are looking for ways to migrate their applications into the cloud or build new cloud-native applications from scratch on top of cloud infrastructure. The demand for skilled people in the area of cloud computing is increasing every day across industries. Companies are looking for cloud experts!

This course is part of a training program called Becoming a Cloud Expert. It sets a strong foundation for the viewers to learn to migrate applications onto the cloud while using the Infrastructure as a Service model inside Microsoft Azure.

Join us and start your journey as a cloud expert while learning to create a variety of virtual resources in Microsoft Azure. 
All the code and supporting files for this course are available at - https://github.com/PacktPublishing/Becoming-a-Cloud-Expert---Microsoft-Azure-IaaS---Level-1</p>
        <h2>What You Will Learn</h2><p>Understand the building blocks of Azure s Infrastructure as a Service<br>Create virtual networks and subnets, and allocate private and public IP addresses<br>Plan and deploy Windows and Linux virtual machines<br>Configure traffic filtering using security rules<br>Manage and attach virtual disks to VMs<br>Create and manage storage accounts<br>Configure users and access role assignments<br>Operate and monitor ongoing VM tasks</p>
        <h2>Audience</h2><p>This course is for Cloud administrators, DevOps engineers, IT and cloud experts.<br></p>
        <h2>Approach</h2><p>This complete course, packed with step-by-step instructions, working examples, and helpful advice, is clearly divided into small chunks to help you understand each topic individually and learn at your own pace.</p>
        <h2>Key Features</h2><p>A comprehensive overview of the Microsoft Azure platform * A unique balance between theoretical topics and practical demonstrations * Practice with a dedicated project book</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/becoming-a-cloud-expert---microsoft-azure-iaas---level-1</p>
        <h2>About the Author</h2><h3>Idan Gabrieli</h3><p>Idan Gabrieli has worked in various engineering positions in Israel's high-tech industry. Idan has gained extensive experience with hundreds of business companies, transforming their challenges and opportunities into practical use cases and leveraging cutting-edge technologies.

Idan's expertise spans multiple domains, including cloud computing, machine learning, data science, and electronics. Since 2014, Idan has created and published online courses on various topics worldwide. Idan is recognized as a high-rated instructor by leading educational providers.

Idan simplifies complex technology and provides high-quality educational content with specific learning objectives that are well-structured, combining various multimedia teaching options.</p>
        <h2>Course Outline</h2><h4>1. Getting Started</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Welcome!</p><p style='margin: 0'>Welcome and thanks for joining! this training program "Becoming a Cloud Expert".</p></td></tr><tr><td style='padding: 15px;'><p>2. Course Objectives and Structure</p><p style='margin: 0'>Before we start lets' quickly review the course main learning objectives and high-level structure.</p></td></tr></tbody></table><br><h4>2. Introduction to Microsoft Azure</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Section Overview</p><p style='margin: 0'>Here, we look into the topics covered in this section.</p></td></tr><tr><td style='padding: 15px;'><p>2. Cloud Computing Definition</p><p style='margin: 0'>Cloud Computing is the transformation of computer hardware, software and networks into a utility service just like electric, water or gas services. Cloud computing is a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources, that can be rapidly provisioned and released with minimal management effort or service provider interaction.</p></td></tr><tr><td style='padding: 15px;'><p>3. Microsoft Azure Cloud</p><p style='margin: 0'>Microsoft Azure provides the services to build, manage and deploy applications on a global scale while using multiple data centre's connected with a super-fast network. The all hardware and software orchestration of the cloud infrastructure is done using a specialized cloud operating system, called "Microsoft Azure" developed by Microsoft.</p></td></tr><tr><td style='padding: 15px;'><p>4. Global Footprint</p><p style='margin: 0'>The cloud services are supposed to be available on a global scale and this is one of the most impressive things about a public cloud provider, like Microsoft Azure, Amazon AWS, or Google cloud. Those players are building and running a huge global infrastructure and every year they announce on additional regions.</p></td></tr><tr><td style='padding: 15px;'><p>5. Demo - Azure Portal Overview</p><p style='margin: 0'>Let's review the Azure web portal at a high level.</p></td></tr><tr><td style='padding: 15px;'><p>6. Azure Resource Manager (ARM)</p><p style='margin: 0'>As part of the management layer of Azure, there is a central component that is called Azure Resource Manager, or in short ARM. The azure resource manager is used to allocate and deploy resources, organize resources into groups, control access to resources and much more.</p></td></tr><tr><td style='padding: 15px;'><p>7. Demo - Azure ARM</p><p style='margin: 0'>Let's review the Azure ARM inside Microsoft Azure - resources, resource groups, resource providers, accounts and subscriptions and deployment templates.</p></td></tr><tr><td style='padding: 15px;'><p>8. Azure Role-Based Access Control (RBAC)</p><p style='margin: 0'>Access management for resources is a critical function for any group of users or an organization that is using the Azure cloud. As administrators, the Role-based access control (RBAC) will be used to manage who has access to Azure resources and what they can do with those resources.</p></td></tr><tr><td style='padding: 15px;'><p>9. Demo - Azure RBAC</p><p style='margin: 0'>Let's create new users and assign them access to specific entities.</p></td></tr></tbody></table><br><h4>3. Azure IaaS - Networking</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Section Overview</p><p style='margin: 0'>Here, we investigate the topics covered in this section.</p></td></tr><tr><td style='padding: 15px;'><p>2. What is a Virtual Network?</p><p style='margin: 0'>A virtual network is basically a private isolated connectivity layer being used to connect between a group of cloud resources.</p></td></tr><tr><td style='padding: 15px;'><p>3. Virtual Network Setting</p><p style='margin: 0'>In azure a virtual network is a managed entity that users are creating with a group of setting that is configured during the creation process or added later when the virtual network entity is already created.</p></td></tr><tr><td style='padding: 15px;'><p>4. Demo - Creating a Virtual Network (VNet)</p><p style='margin: 0'>Let's review the all process end-to-end for creating virtual network and subnets.</p></td></tr><tr><td style='padding: 15px;'><p>5. IP Address Types</p><p style='margin: 0'>As soon as we have a new virtual network, we can create VMs as resources inside that virtual network or inside a specific subnet. Each resource must be assigned with at least one private IP address from the virtual network address range we allocated to the virtual network. In addition, if we want a resource inside the virtual network to access the outside internet than we will need to use also a public IP address.</p></td></tr><tr><td style='padding: 15px;'><p>6. VM, NICs and IP Configuration</p><p style='margin: 0'>We have an IP address, that can be public or private created dynamically or with a static configuration. In Azure, we have a virtual machine, network interfaces and IP configuration profiles. Let's see how those building blocks are connected and what kind of combination we can create.</p></td></tr><tr><td style='padding: 15px;'><p>7. Demo - Network Interfaces and IP Configuration</p><p style='margin: 0'>Let's review how to create network interfaces, attach them to VMs and create or adjust IP configuration.</p></td></tr><tr><td style='padding: 15px;'><p>8. Network Security Group (NSG)</p><p style='margin: 0'>All public cloud providers provide an ability to filter traffic and I am planning to present how it is being done in Microsoft Azure. In Microsoft Azure, we can filter network traffic to and from resources in a virtual network with an entity that is called a network security group.</p></td></tr><tr><td style='padding: 15px;'><p>9. Application Security Group (ASG)</p><p style='margin: 0'>Another useful option in Azure related to traffic filtering is using application security groups. The focus is moving to the function of the applications. We can group VMs based on their function.</p></td></tr><tr><td style='padding: 15px;'><p>10. Demo - Configuring NSG and ASG</p><p style='margin: 0'>Let's review how to configure NSG and ASG.</p></td></tr></tbody></table><br><h4>4. Azure IaaS - Storage</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Section Overview</p><p style='margin: 0'>Here, we investigate the topics covered in this section.</p></td></tr><tr><td style='padding: 15px;'><p>2. The Power of a Cloud Storage</p><p style='margin: 0'>Cloud storage is basically the option to store data on the Internet through a cloud computing provider who manages and operates data storage as a service. We talked about it in the introduction course about cloud computing, but this is the power of the cloud, it is a public infrastructure enabling companies to build applications that can scale on a global level without the limitation of a single private data center.</p></td></tr><tr><td style='padding: 15px;'><p>3. Types of Cloud Storage Services</p><p style='margin: 0'>These are three main storage types Block Storage, File Storage, and Object Storage.</p></td></tr><tr><td style='padding: 15px;'><p>4. Azure Storage Services</p><p style='margin: 0'>Storage services provided by public cloud providers are basically a mix of multiple options to fulfill the storage needs of a variety of applications.</p></td></tr><tr><td style='padding: 15px;'><p>5. Storage Accounts</p><p style='margin: 0'>Any type of storage service, like blobs, files, disks, tables, and queues that we would like to use must be allocated inside a logical entity called a storage account. A storage account entity can be created and managed by us or in some cases it will be created and managed by Azure.</p></td></tr><tr><td style='padding: 15px;'><p>6. Storage Replication Options</p><p style='margin: 0'>One of the most valuable features in a public cloud is high data durability. We know that data can be damaged because of many things like hardware failures, network or power outages, or maybe some massive site disasters. Systems availability is a critical factor and data is a critical component in almost all systems. Therefore, Microsoft Azure and other cloud providers are replicating our data and enable us to configure the best replication option for our application.</p></td></tr><tr><td style='padding: 15px;'><p>7. Demo - Creating and Managing a Storage Account</p><p style='margin: 0'>Let's review how to create and manage a storage account.</p></td></tr><tr><td style='padding: 15px;'><p>8. VMs Disks</p><p style='margin: 0'>In addition to allocating computing power and setting networking connectivity, we also would like the capability to allocate storage capacity as virtual disks. These are three types of azure VM disks: - Operating System Disk (OS Disk), Temporary Disk and Data Disk/s.</p></td></tr><tr><td style='padding: 15px;'><p>9. Demo - Create, Attach and Detach Data Disks</p><p style='margin: 0'>Let's review how to create, attach and detach data disks for VMs.</p></td></tr><tr><td style='padding: 15px;'><p>10. Encryption Data at Rest</p><p style='margin: 0'>Security is a critical part of any solution, including the storage. Our next topic is encryption data at rest, meaning data that is stored in Microsoft Azure storage services. These are Azure Key Vault, SSE - Storage Service Encryption, Azure Disk Encryption (ADE).</p></td></tr></tbody></table><br><h4>5. Azure IaaS - Compute</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Section Overview</p><p style='margin: 0'>Here, we investigate the topics covered in this section.</p></td></tr><tr><td style='padding: 15px;'><p>2. Virtualization</p><p style='margin: 0'>At the core technology value of virtualization, we can say that virtualization is a great way to divide and optimize physical IT resources into logical entities or also called virtual resources. It is an abstraction management layer of physical objects into logical objects. Now going back to the cloud, a public cloud environment is all about virtualization but of course in a much larger scale than a single private data center.</p></td></tr><tr><td style='padding: 15px;'><p>3. Virtual Machines</p><p style='margin: 0'>VM as a resource can be allocated on-demand while using the flexibility comes with a cloud environment. We can define the required VM from a variety of VM types and sizes to be used for different application workloads.</p></td></tr><tr><td style='padding: 15px;'><p>4. VM Types and Sizes</p><p style='margin: 0'>Every application or better call it workload will have a different resources consumption profile. Some applications require more CPUs power and less memory capacity and in other cases, it will be the other way around, more memory and less CPU power. So Microsoft Azure provides us with a variety of VM types and sizes that will be more optimized to the resources consumption profile of our application.</p></td></tr><tr><td style='padding: 15px;'><p>5. Demo - Creating a VMs</p><p style='margin: 0'>Let's review how to create a new VM while following the all process end-to-end.</p></td></tr><tr><td style='padding: 15px;'><p>6. Demo - VMs Settings</p><p style='margin: 0'>VMs Setting are as follows: - Attaching Network Interfaces, attaching Data Disks, scaling a VM Size, security recommendations, adding Extensions and configure access control.</p></td></tr><tr><td style='padding: 15px;'><p>7. Demo - VMs Operations</p><p style='margin: 0'>VMs Operations are as follows: - shutdown/Run a VM, configure Auto-shutdown, scheduled Backups, using Inventory management for installed software components and running scripts on a VM.</p></td></tr><tr><td style='padding: 15px;'><p>8. Demo - VMs Monitoring</p><p style='margin: 0'>VMs Monitoring include - analysing activity logs, review metrics or KPIs, configure alerts, configure the diagnostics setting and review the Azure Advisor recommendations</p></td></tr></tbody></table><br><h4>6. Mission is Possible! - Your Project Assignment</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Mission Briefing</p><p style='margin: 0'>Do you choose to accept your mission?</p></td></tr></tbody></table><br><h4>7. Course Summary</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Let's Summarize</p><p style='margin: 0'>Let's recap the main topics we covered in this course.</p></td></tr><tr><td style='padding: 15px;'><p>2. What Next?</p><p style='margin: 0'>Thank you for joining and learning this course, let's speak about your next step moving forward as a Cloud Expert.</p></td></tr></tbody></table>

Plan, deploy and monitor cloud solutions in Microsoft Azure's Infrastructure as a Service
Cloud computing is one of the biggest technology revolutions in the IT industry, spreading at the speed of light all over the world. A growing number of business companies and organizations are looking for ways to migrate their applications into the cloud or build new cloud-native applications from scratch on top of cloud infrastructure. The demand for skilled people in the area of cloud computing is increasing every day across industries. Companies are looking for cloud experts! This course is part of a training program called Becoming a Cloud Expert. It sets a strong foundation for the viewers to learn to migrate applications onto the cloud while using the Infrastructure as a Service model inside Microsoft Azure. Join us and start your journey as a cloud expert while learning to create a variety of virtual resources in Microsoft Azure. All the code and supporting files for this course are available at - https://github.com/PacktPublishing/Becoming-a-Cloud-Expert---Microsoft-Azure-IaaS---Level-1
What You Will Learn
Understand the building blocks of Azure s Infrastructure as a Service
Create virtual networks and subnets, and allocate private and public IP addresses
Plan and deploy Windows and Linux virtual machines
Configure traffic filtering using security rules
Manage and attach virtual disks to VMs
Create and manage storage accounts
Configure users and access role assignments
Operate and monitor ongoing VM tasks
Audience
This course is for Cloud administrators, DevOps engineers, IT and cloud experts.

Approach
This complete course, packed with step-by-step instructions, working examples, and helpful advice, is clearly divided into small chunks to help you understand each topic individually and learn at your own pace.
Key Features
A comprehensive overview of the Microsoft Azure platform * A unique balance between theoretical topics and practical demonstrations * Practice with a dedicated project book
Github Repo
https://github.com/packtpublishing/becoming-a-cloud-expert---microsoft-azure-iaas---level-1
About the Author
Idan Gabrieli
Idan Gabrieli has worked in various engineering positions in Israel's high-tech industry. Idan has gained extensive experience with hundreds of business companies, transforming their challenges and opportunities into practical use cases and leveraging cutting-edge technologies. Idan's expertise spans multiple domains, including cloud computing, machine learning, data science, and electronics. Since 2014, Idan has created and published online courses on various topics worldwide. Idan is recognized as a high-rated instructor by leading educational providers. Idan simplifies complex technology and provides high-quality educational content with specific learning objectives that are well-structured, combining various multimedia teaching options.
Course Outline
1. Getting Started

1. Welcome!
Welcome and thanks for joining! this training program "Becoming a Cloud Expert".
2. Course Objectives and Structure
Before we start lets' quickly review the course main learning objectives and high-level structure.
2. Introduction to Microsoft Azure

1. Section Overview
Here, we look into the topics covered in this section.
2. Cloud Computing Definition
Cloud Computing is the transformation of computer hardware, software and networks into a utility service just like electric, water or gas services. Cloud computing is a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources, that can be rapidly provisioned and released with minimal management effort or service provider interaction.
3. Microsoft Azure Cloud
Microsoft Azure provides the services to build, manage and deploy applications on a global scale while using multiple data centre's connected with a super-fast network. The all hardware and software orchestration of the cloud infrastructure is done using a specialized cloud operating system, called "Microsoft Azure" developed by Microsoft.
4. Global Footprint
The cloud services are supposed to be available on a global scale and this is one of the most impressive things about a public cloud provider, like Microsoft Azure, Amazon AWS, or Google cloud. Those players are building and running a huge global infrastructure and every year they announce on additional regions.
5. Demo - Azure Portal Overview
Let's review the Azure web portal at a high level.
6. Azure Resource Manager (ARM)
As part of the management layer of Azure, there is a central component that is called Azure Resource Manager, or in short ARM. The azure resource manager is used to allocate and deploy resources, organize resources into groups, control access to resources and much more.
7. Demo - Azure ARM
Let's review the Azure ARM inside Microsoft Azure - resources, resource groups, resource providers, accounts and subscriptions and deployment templates.
8. Azure Role-Based Access Control (RBAC)
Access management for resources is a critical function for any group of users or an organization that is using the Azure cloud. As administrators, the Role-based access control (RBAC) will be used to manage who has access to Azure resources and what they can do with those resources.
9. Demo - Azure RBAC
Let's create new users and assign them access to specific entities.
3. Azure IaaS - Networking

1. Section Overview
Here, we investigate the topics covered in this section.
2. What is a Virtual Network?
A virtual network is basically a private isolated connectivity layer being used to connect between a group of cloud resources.
3. Virtual Network Setting
In azure a virtual network is a managed entity that users are creating with a group of setting that is configured during the creation process or added later when the virtual network entity is already created.
4. Demo - Creating a Virtual Network (VNet)
Let's review the all process end-to-end for creating virtual network and subnets.
5. IP Address Types
As soon as we have a new virtual network, we can create VMs as resources inside that virtual network or inside a specific subnet. Each resource must be assigned with at least one private IP address from the virtual network address range we allocated to the virtual network. In addition, if we want a resource inside the virtual network to access the outside internet than we will need to use also a public IP address.
6. VM, NICs and IP Configuration
We have an IP address, that can be public or private created dynamically or with a static configuration. In Azure, we have a virtual machine, network interfaces and IP configuration profiles. Let's see how those building blocks are connected and what kind of combination we can create.
7. Demo - Network Interfaces and IP Configuration
Let's review how to create network interfaces, attach them to VMs and create or adjust IP configuration.
8. Network Security Group (NSG)
All public cloud providers provide an ability to filter traffic and I am planning to present how it is being done in Microsoft Azure. In Microsoft Azure, we can filter network traffic to and from resources in a virtual network with an entity that is called a network security group.
9. Application Security Group (ASG)
Another useful option in Azure related to traffic filtering is using application security groups. The focus is moving to the function of the applications. We can group VMs based on their function.
10. Demo - Configuring NSG and ASG
Let's review how to configure NSG and ASG.
4. Azure IaaS - Storage

1. Section Overview
Here, we investigate the topics covered in this section.
2. The Power of a Cloud Storage
Cloud storage is basically the option to store data on the Internet through a cloud computing provider who manages and operates data storage as a service. We talked about it in the introduction course about cloud computing, but this is the power of the cloud, it is a public infrastructure enabling companies to build applications that can scale on a global level without the limitation of a single private data center.
3. Types of Cloud Storage Services
These are three main storage types Block Storage, File Storage, and Object Storage.
4. Azure Storage Services
Storage services provided by public cloud providers are basically a mix of multiple options to fulfill the storage needs of a variety of applications.
5. Storage Accounts
Any type of storage service, like blobs, files, disks, tables, and queues that we would like to use must be allocated inside a logical entity called a storage account. A storage account entity can be created and managed by us or in some cases it will be created and managed by Azure.
6. Storage Replication Options
One of the most valuable features in a public cloud is high data durability. We know that data can be damaged because of many things like hardware failures, network or power outages, or maybe some massive site disasters. Systems availability is a critical factor and data is a critical component in almost all systems. Therefore, Microsoft Azure and other cloud providers are replicating our data and enable us to configure the best replication option for our application.
7. Demo - Creating and Managing a Storage Account
Let's review how to create and manage a storage account.
8. VMs Disks
In addition to allocating computing power and setting networking connectivity, we also would like the capability to allocate storage capacity as virtual disks. These are three types of azure VM disks: - Operating System Disk (OS Disk), Temporary Disk and Data Disk/s.
9. Demo - Create, Attach and Detach Data Disks
Let's review how to create, attach and detach data disks for VMs.
10. Encryption Data at Rest
Security is a critical part of any solution, including the storage. Our next topic is encryption data at rest, meaning data that is stored in Microsoft Azure storage services. These are Azure Key Vault, SSE - Storage Service Encryption, Azure Disk Encryption (ADE).
5. Azure IaaS - Compute

1. Section Overview
Here, we investigate the topics covered in this section.
2. Virtualization
At the core technology value of virtualization, we can say that virtualization is a great way to divide and optimize physical IT resources into logical entities or also called virtual resources. It is an abstraction management layer of physical objects into logical objects. Now going back to the cloud, a public cloud environment is all about virtualization but of course in a much larger scale than a single private data center.
3. Virtual Machines
VM as a resource can be allocated on-demand while using the flexibility comes with a cloud environment. We can define the required VM from a variety of VM types and sizes to be used for different application workloads.
4. VM Types and Sizes
Every application or better call it workload will have a different resources consumption profile. Some applications require more CPUs power and less memory capacity and in other cases, it will be the other way around, more memory and less CPU power. So Microsoft Azure provides us with a variety of VM types and sizes that will be more optimized to the resources consumption profile of our application.
5. Demo - Creating a VMs
Let's review how to create a new VM while following the all process end-to-end.
6. Demo - VMs Settings
VMs Setting are as follows: - Attaching Network Interfaces, attaching Data Disks, scaling a VM Size, security recommendations, adding Extensions and configure access control.
7. Demo - VMs Operations
VMs Operations are as follows: - shutdown/Run a VM, configure Auto-shutdown, scheduled Backups, using Inventory management for installed software components and running scripts on a VM.
8. Demo - VMs Monitoring
VMs Monitoring include - analysing activity logs, review metrics or KPIs, configure alerts, configure the diagnostics setting and review the Azure Advisor recommendations
6. Mission is Possible! - Your Project Assignment

1. Mission Briefing
Do you choose to accept your mission?
7. Course Summary

1. Let's Summarize
Let's recap the main topics we covered in this course.
2. What Next?
Thank you for joining and learning this course, let's speak about your next step moving forward as a Cloud Expert.

DevOps

Cloud Computing

Microsoft Azure

Plan, deploy and monitor cloud solutions in Microsoft Azure's Infrastructure as a Service

Becoming a Cloud Expert - Microsoft Azure IaaS - Level 1

<strong>Web developers working with HTML5 will be able to test their knowledge with this video course.</strong>
        <p>HTML is the standard markup language for formatting documents that are displayed in web browsers. Nowadays, every web developer should know the basics of HTML. But this is still not enough. The latest version of HTML provides several features that are useful to create powerful web applications.

This course will test your HTML knowledge and give you a tour of the latest features of HTML5 with the help of interesting questions. All the questions are presented in multiple-choice, and you will have five seconds to answer them. After five seconds, you will be provided with the correct answer, feedback, and details of that answer. In addition to this, code in action examples and content demos related to the questions are also included. How you take the lessons is up to you: you can do them in order or select a random lesson and try your best. You can keep your score separately to track your progress or challenge yourself by questioning.

By the end of this course, you will become familiar with the new features of HTML5 and will have discovered new ways to write the HTML code.

All resources for this course are available at https://github.com/PacktPublishing/100-HTML5-Quiz-Questions-and-Code-Solutions-with-New-Features-Explained</p>
        <h2>What You Will Learn</h2><p>Cover the new form elements and attributes of HTML5<br>Understand the semantic elements and media types of HTML5<br>Discover how to use the canvas and media storages in HTML5</p>
        <h2>Audience</h2><p>This course is designed for HTML developers who are looking to learn what is new in HTML5. Those who are preparing for a web developer job interview will also find this course useful.</p>
        <h2>Approach</h2><p>This course uses a quiz-based approach for testing your knowledge of HTML5.</p>
        <h2>Key Features</h2><p>Become familiar with the latest features of HTML5 * Gain the skills to pass any HTML5 interview or exam * Learn how to solve common HTML issues</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/100-HTML5-Quiz-Questions-and-Code-Solutions-with-New-Features-Explained</p>
        <h2>About the Author</h2><h3>Laurence Lars Svekis</h3><p>Laurence Svekis is an experienced web application developer. He has worked on multiple enterprise-level applications, hundreds of websites, business solutions, and many unique and innovative web applications. He has expertise in HTML, CSS, JavaScript, jQuery, Bootstrap, PHP, and MySQL and is also passionate about web technologies, web application development, programming, and online marketing with a strong focus on social media and SEO. He is always willing to help his students experience what technology has to offer and looks forward to sharing his knowledge and experiences with the world.</p>
        <h2>Course Outline</h2><h4>1. 100 HTML5 Questions with Answers to Challenge your knowledge of HTML5</h4><p></p>

Web developers working with HTML5 will be able to test their knowledge with this video course.
HTML is the standard markup language for formatting documents that are displayed in web browsers. Nowadays, every web developer should know the basics of HTML. But this is still not enough. The latest version of HTML provides several features that are useful to create powerful web applications. This course will test your HTML knowledge and give you a tour of the latest features of HTML5 with the help of interesting questions. All the questions are presented in multiple-choice, and you will have five seconds to answer them. After five seconds, you will be provided with the correct answer, feedback, and details of that answer. In addition to this, code in action examples and content demos related to the questions are also included. How you take the lessons is up to you: you can do them in order or select a random lesson and try your best. You can keep your score separately to track your progress or challenge yourself by questioning. By the end of this course, you will become familiar with the new features of HTML5 and will have discovered new ways to write the HTML code. All resources for this course are available at https://github.com/PacktPublishing/100-HTML5-Quiz-Questions-and-Code-Solutions-with-New-Features-Explained
What You Will Learn
Cover the new form elements and attributes of HTML5
Understand the semantic elements and media types of HTML5
Discover how to use the canvas and media storages in HTML5
Audience
This course is designed for HTML developers who are looking to learn what is new in HTML5. Those who are preparing for a web developer job interview will also find this course useful.
Approach
This course uses a quiz-based approach for testing your knowledge of HTML5.
Key Features
Become familiar with the latest features of HTML5 * Gain the skills to pass any HTML5 interview or exam * Learn how to solve common HTML issues
Github Repo
https://github.com/PacktPublishing/100-HTML5-Quiz-Questions-and-Code-Solutions-with-New-Features-Explained
About the Author
Laurence Lars Svekis
Laurence Svekis is an experienced web application developer. He has worked on multiple enterprise-level applications, hundreds of websites, business solutions, and many unique and innovative web applications. He has expertise in HTML, CSS, JavaScript, jQuery, Bootstrap, PHP, and MySQL and is also passionate about web technologies, web application development, programming, and online marketing with a strong focus on social media and SEO. He is always willing to help his students experience what technology has to offer and looks forward to sharing his knowledge and experiences with the world.
Course Outline
1. 100 HTML5 Questions with Answers to Challenge your knowledge of HTML5


HTML

Web Design

Web developers working with HTML5 will be able to test their knowledge with this video course.

100 HTML5 Quiz Questions and Code Solutions with New Features Explained

<h2 style="color: var(--text-heading); box-sizing: border-box;" id="isPasted" fr-original-style="color: var(--text-heading);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span style="font-size: 24px; box-sizing: border-box;" fr-original-style="font-size: 24px;">This course at a glance</span></strong></h2><ul style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Accredited by CPDQE</li><li id="isPasted" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Understand the principles and operation of rotating machines in electrical engineering.</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Differentiate between various types of rotating machines, including DC and AC machinery.</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Master the fundamentals of DC machines, including their construction and applications.</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Explain the operation and characteristics of 3-phase induction motors in AC machinery.</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Analyze the operation of synchronous generators and motors, distinguishing between different configurations.</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Apply theoretical knowledge to practical problem-solving exercises related to rotating machine applications.</span></li></ul><div data-id="4afcd14" data-element_type="widget" data-widget_type="text-editor.default" style="color: rgb(35, 35, 35); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(35, 35, 35);"><div data-id="4afcd14" data-element_type="widget" data-widget_type="text-editor.default" style="color: rgb(35, 35, 35); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(35, 35, 35);"><div data-id="4afcd14" data-element_type="widget" data-widget_type="text-editor.default" style="color: rgb(35, 35, 35); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(35, 35, 35);"><div data-id="4afcd14" data-element_type="widget" data-widget_type="text-editor.default" style="color: rgb(35, 35, 35); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(35, 35, 35);"><div data-id="4afcd14" data-element_type="widget" data-widget_type="text-editor.default" style="color: rgb(35, 35, 35); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(35, 35, 35);"><div data-id="4afcd14" data-element_type="widget" data-widget_type="text-editor.default" style="color: rgb(35, 35, 35); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(35, 35, 35);"><p style="color: rgb(38, 99, 82) !important; font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(38, 99, 82) !important;">Delve into the fascinating realm of electrical engineering with our &ldquo;Rotating Machines&rdquo; course. Designed for aspiring engineers and industry professionals, this comprehensive course provides an in-depth exploration of the principles, operation, and applications of rotating machines. From DC machines to synchronous generators and motors, you&rsquo;ll gain a profound understanding of the fundamental concepts and practical aspects essential for success in the field of electrical engineering.</p><p style="color: rgb(38, 99, 82) !important; font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Kickstart your learning journey with an introduction to rotating machines, followed by a comprehensive review of machinery principles. Dive into the intricacies of DC machines, mastering their operation and applications. Explore the fundamentals of AC machinery, with a special focus on 3-phase induction motors. Gain insights into synchronous generators and motors, dissecting their operation in detail across multiple parts. Cap off your learning experience with practical problem-solving exercises to reinforce your understanding and proficiency in rotating machine applications.</p><p style="color: rgb(38, 99, 82) !important; font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Join us on this immersive journey through the world of rotating machines, and unlock the knowledge and skills needed to excel in electrical engineering.</p></div></div></div></div></div></div><h3 style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);"><span style="font-size: 24px; box-sizing: border-box;" fr-original-style="font-size: 24px;">Accredited by</span></h3><p style="color: rgb(15, 21, 26); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(15, 21, 26);">This course is <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">CPDQE&nbsp;</strong>accredited, which serves as an impactful mechanism for skill enhancement.&nbsp;</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">Continuing Professional Development (CPD) stands as a crucial, widely acknowledged method that aids individuals, organisations, and entire industries in staying current with their skills and knowledge.</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">CPD not only facilitates the elevation of global standards and benchmarks, aligning with the growing forces of globalisation and consumer expectations but also transforms learning into a deliberate and proactive process. It motivates professionals to uphold a consistently high level of performance and demonstrates their unwavering commitment to a specific job role or profession.</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span style="font-size: 24px; box-sizing: border-box;" fr-original-style="font-size: 24px;">Course Curriculum</span></strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li id="isPasted" style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Introduction to Rotation Machines &nbsp; &nbsp; &nbsp; &nbsp;</strong></li><li style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Review of Machinery Principles &nbsp; &nbsp; &nbsp; &nbsp;</strong></li><li style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">DC Machines &nbsp; &nbsp; &nbsp; &nbsp;</strong></li><li style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">AC Machinery Fundamentals &nbsp; &nbsp; &nbsp; &nbsp;</strong></li><li style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">3 Phase Induction Motor &nbsp; &nbsp; &nbsp; &nbsp;</strong></li><li style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Synchronous Generator/Motors (part 1) &nbsp; &nbsp; &nbsp; &nbsp;</strong></li><li style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Synchronous Generator/Motors (part 2) &nbsp; &nbsp; &nbsp; &nbsp;</strong></li><li style="font-weight: bold; box-sizing: border-box;" fr-original-style="font-weight: bold;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Synchronous Generator/Motors Prob</strong></li></ul>

This course at a glance
Accredited by CPDQE
Understand the principles and operation of rotating machines in electrical engineering.
Differentiate between various types of rotating machines, including DC and AC machinery.
Master the fundamentals of DC machines, including their construction and applications.
Explain the operation and characteristics of 3-phase induction motors in AC machinery.
Analyze the operation of synchronous generators and motors, distinguishing between different configurations.
Apply theoretical knowledge to practical problem-solving exercises related to rotating machine applications.
Delve into the fascinating realm of electrical engineering with our “Rotating Machines” course. Designed for aspiring engineers and industry professionals, this comprehensive course provides an in-depth exploration of the principles, operation, and applications of rotating machines. From DC machines to synchronous generators and motors, you’ll gain a profound understanding of the fundamental concepts and practical aspects essential for success in the field of electrical engineering.
Kickstart your learning journey with an introduction to rotating machines, followed by a comprehensive review of machinery principles. Dive into the intricacies of DC machines, mastering their operation and applications. Explore the fundamentals of AC machinery, with a special focus on 3-phase induction motors. Gain insights into synchronous generators and motors, dissecting their operation in detail across multiple parts. Cap off your learning experience with practical problem-solving exercises to reinforce your understanding and proficiency in rotating machine applications.
Join us on this immersive journey through the world of rotating machines, and unlock the knowledge and skills needed to excel in electrical engineering.
Accredited by
This course is CPDQE accredited, which serves as an impactful mechanism for skill enhancement. 
Continuing Professional Development (CPD) stands as a crucial, widely acknowledged method that aids individuals, organisations, and entire industries in staying current with their skills and knowledge.
CPD not only facilitates the elevation of global standards and benchmarks, aligning with the growing forces of globalisation and consumer expectations but also transforms learning into a deliberate and proactive process. It motivates professionals to uphold a consistently high level of performance and demonstrates their unwavering commitment to a specific job role or profession.
Course Curriculum
Introduction to Rotation Machines
Review of Machinery Principles
DC Machines
AC Machinery Fundamentals
3 Phase Induction Motor
Synchronous Generator/Motors (part 1)
Synchronous Generator/Motors (part 2)
Synchronous Generator/Motors Prob

LearnDrive UK

Electrical Engineering

Engineering Management

Electrical engineering (EE)

Unlock the complexities of rotating machines in electrical engineering with our comprehensive course. Master the principles and applications of DC machines, AC machinery, and synchronous generators/motors.
































Electrical Engineering Course

<p>Learn the logical concepts of Data Science &amp; Machine Learning with R, a comprehensive course that covers key topics such as data manipulation, visualisation, report creation, web app development, and introduction to machine learning. Gain the necessary skills to start a successful career in the field of Data Science and Machine Learning.</p><p><strong>Key Takeaways:</strong></p><ul><li>Understand the fundamentals of Data Science and Machine Learning using R.</li><li>Analyse and manipulate data using various data types and structures in R.</li><li>Create visually appealing data visualisations to extract insights from complex datasets.</li><li>Develop interactive web applications using R Shiny for data presentation and analysis.</li><li>Gain proficiency in creating reports using R Markdown for efficient data communication.</li><li>Explore the basics of Machine Learning and its applications in solving real-world problems.</li><li>Acquire the knowledge and confidence to pursue a rewarding career in Data Science.</li></ul><p><strong>Our Service for the </strong><strong>Data Science &amp; Machine Learning with R</strong><strong> Includes: </strong></p><ul><li>Intensive Study Notes</li><li>Tutor Support</li><li>Customer Support</li><li>Assignment Help</li><li>QLS Endorsed Certificate</li><li>24/7 Learning Portal Access</li><li>Widely Compatible Study Materials</li></ul><p><strong>Course Curriculum of </strong><strong>Data Science &amp; Machine Learning with R</strong></p><ul><li>Data Science and Machine Learning Course Intro</li><li>Getting Started with R</li><li>Data Types and Structures in R</li><li>Intermediate R</li><li>Data Manipulation in R</li><li>Data Visualization in R</li><li>Creating Reports with R Markdown</li><li>Building Webapps with R Shiny</li><li>Introduction to Machine Learning</li><li>Starting A Career in Data Science</li></ul><p><strong>Assessment &amp; Certification</strong></p><p>Learners must submit a comprehensive summerised assignment on all the units that will be assessed by our expert tutor if all the learning outcomes are met as per the standard set by QLS. After the quality check, learner will be provided with the Data Science &amp; Machine Learning with R certificate.</p><p><strong>Endorsed Certificate of Achievement from the Quality Licence Scheme</strong></p><p>An endorsed certificate will be issued to learners at the end of the course as recognition of course completion. Provided that learner completes all the assessment of a course can claim for certificate.</p><p><strong>Endorsement:</strong></p><p>QLS endorsed this certified course as a highly qualified, non-regulated provision and training programme. There will be a trainer to answer all your questions including your progression routes into further higher education.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        20 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <ul><li>Individuals interested in entering the field of Data Science and Machine Learning.</li><li>Professionals looking to enhance their data manipulation and analysis skills using R.</li><li>Graduates seeking to gain a competitive edge in the job market with specialized knowledge in Data Science.</li><li>Those who want to explore the applications of Machine Learning and its impact on various industries.</li></ul>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>There are no formal requirements needed for this Data Science &amp; Machine Learning with R course. So learners do not require any prior qualifications to enrol in this course.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li>Data Analyst: £25,000 - £45,000 per annum</li><li>Machine Learning Engineer: £35,000 - £65,000 per annum</li><li>Data Scientist: £40,000 - £70,000 per annum</li><li>Business Intelligence Analyst: £30,000 - £55,000 per annum</li><li>Data Engineer: £35,000 - £60,000 per annum</li><li>AI Research Scientist: £50,000 - £90,000 per annum</li></ul>
                        </div>

Learn the logical concepts of Data Science & Machine Learning with R, a comprehensive course that covers key topics such as data manipulation, visualisation, report creation, web app development, and introduction to machine learning. Gain the necessary skills to start a successful career in the field of Data Science and Machine Learning.
Key Takeaways:
Understand the fundamentals of Data Science and Machine Learning using R.
Analyse and manipulate data using various data types and structures in R.
Create visually appealing data visualisations to extract insights from complex datasets.
Develop interactive web applications using R Shiny for data presentation and analysis.
Gain proficiency in creating reports using R Markdown for efficient data communication.
Explore the basics of Machine Learning and its applications in solving real-world problems.
Acquire the knowledge and confidence to pursue a rewarding career in Data Science.
Our Service for the Data Science & Machine Learning with R Includes: 
Intensive Study Notes
Tutor Support
Customer Support
Assignment Help
QLS Endorsed Certificate
24/7 Learning Portal Access
Widely Compatible Study Materials
Course Curriculum of Data Science & Machine Learning with R
Data Science and Machine Learning Course Intro
Getting Started with R
Data Types and Structures in R
Intermediate R
Data Manipulation in R
Data Visualization in R
Creating Reports with R Markdown
Building Webapps with R Shiny
Introduction to Machine Learning
Starting A Career in Data Science
Assessment & Certification
Learners must submit a comprehensive summerised assignment on all the units that will be assessed by our expert tutor if all the learning outcomes are met as per the standard set by QLS. After the quality check, learner will be provided with the Data Science & Machine Learning with R certificate.
Endorsed Certificate of Achievement from the Quality Licence Scheme
An endorsed certificate will be issued to learners at the end of the course as recognition of course completion. Provided that learner completes all the assessment of a course can claim for certificate.
Endorsement:
QLS endorsed this certified course as a highly qualified, non-regulated provision and training programme. There will be a trainer to answer all your questions including your progression routes into further higher education.
 CPD 
20 CPD hours / points  Accredited by CPD Quality Standards
 Who is this course for? 
Individuals interested in entering the field of Data Science and Machine Learning.
Professionals looking to enhance their data manipulation and analysis skills using R.
Graduates seeking to gain a competitive edge in the job market with specialized knowledge in Data Science.
Those who want to explore the applications of Machine Learning and its impact on various industries.
 Requirements 
There are no formal requirements needed for this Data Science & Machine Learning with R course. So learners do not require any prior qualifications to enrol in this course.
 Career path 
Data Analyst: £25,000 - £45,000 per annum
Machine Learning Engineer: £35,000 - £65,000 per annum
Data Scientist: £40,000 - £70,000 per annum
Business Intelligence Analyst: £30,000 - £55,000 per annum
Data Engineer: £35,000 - £60,000 per annum
AI Research Scientist: £50,000 - £90,000 per annum

Kingston Open College

Learning & Development

Learning Support Assistant (LSA)

Data Engineering

Data Science

Data Skills

Level 7 QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support | All-Inclusive Cost

Level 7 Diploma in Data Science & Machine Learning with R - QLS Endorsed

<strong>Are you looking to master the Express framework and build your own web servers, but need a beginner-friendly, step-by-step approach with practical coding-along and solutions? This course is designed for those with a basic understanding of JavaScript and programming concepts and will provide you with the extra boost needed to confidently use the Express framework and succeed in interviews.</strong>
        <p>This comprehensive course is designed to take you from the very basics of setting up a web server to creating server-based and serverless applications using the Express framework and Node.js.

This course starts with an introduction to Node.js, then you will explore more about the Node.js filesystem. Following that, you will be learning about Express.js and its use cases. After that, you will work on a small project using Express.js and use various CRUD operations while working on the project. Next, you will build a serverless app with API requests.

Throughout the course, you will learn how to set up routes, handle post requests, use middleware, authenticate usernames and passwords with Express and Passport, and use Handlebars for templating. Additionally, you will gain hands-on experience in working with databases, hashing and salting, and setting up sign-up forms and log-out functionality.

By the end of this course, you will have the confidence and skills to build your own web applications with the Express framework and Node.js. With code-along sessions, quizzes, and solution files available every step of the way, you will be able to reinforce your knowledge and practice until you feel confident in your ability to develop professional-quality applications.

 All the resource files are added to the GitHub repository at: https://github.com/PacktPublishing/Express-Framework-Mastery-From-Beginner-to-Advanced-with-Node.js</p>
        <h2>What You Will Learn</h2><p>Use optimize and refactor techniques to write efficient and effective code<br>Learn how to set up a web server from scratch with Express and Node<br>Understand the fundamentals of Express.js (CRUD operations)<br>Look at templating engines with Handlebars from scratch<br>Build a serverless app with API requests<br>Learn to solve problems and dig through documentations like a developer</p>
        <h2>Audience</h2><p>If you are looking to improve your coding skills and gain a deeper understanding of the Express framework, then this course is perfect for you. Whether you are an aspiring programmer, web developer, student, or experienced professional, this course is designed to provide you with the knowledge and skills necessary to develop advanced web applications using Express framework and Node.js.<br><br>No prior programming experience is required, but some familiarity with JavaScript and web development is recommended.</p>
        <h2>Approach</h2><p>This course takes a practical and hands-on approach to teach Express framework, with step-by-step guidance and code. You will learn essential programming skills such as problem-solving, formula building, debugging, and writing clean and effective code. The course includes beginner, intermediate, and advanced topics, with careful definitions, clear examples, and exercises for you to try.</p>
        <h2>Key Features</h2><p>Gain industry-level experience and advice, including tips and tricks from a seasoned developer * Build multiple projects from scratch, basic JavaScript examples to web servers with Node and Express * Develop API-based user applications with exercises and challenges to reinforce learning</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Express-Framework-Mastery-From-Beginner-to-Advanced-with-Node.js</p>
        <h2>About the Author</h2><h3>Clarian North</h3><p>Clarian North is a recognized industry-certified instructor, CEO of Orbital LLC, and a senior project engineer with over 90K enrolments worldwide. His students have gone on to work for some of the biggest production companies such as Universal, Google, Amazon, Warner, and The BBC. He has contributed to viral streams, grown a unique digital imprint in over 80 countries, and been featured in Rolling Stone, Billboard, Guardian, Bloomberg, and Vice.

He has worked for majors, indies, and international publishing houses, including Grammy-nominated and award-winning productions, mixing for Emirates Airline Inflight Radio, and producing for Kompakt Records. He is dedicated to giving accessible and comprehensive tech courses, teaching complex subject matter with clear and example-based explanations, and guiding students through complex techniques with just a computer and free software.</p>
        <h2>Course Outline</h2><h4>1. Introduction To Node JS</h4><p></p><br><h4>2. Introduction To The Node JS FS - Filing System</h4><p></p><br><h4>3. Introduction To Express</h4><p></p><br><h4>4. Express API Project from Scratch</h4><p></p><br><h4>5. Templating Engines with Express JS</h4><p></p><br><h4>6. Authenticating Username and Password with Express and Passport</h4><p></p>

Are you looking to master the Express framework and build your own web servers, but need a beginner-friendly, step-by-step approach with practical coding-along and solutions? This course is designed for those with a basic understanding of JavaScript and programming concepts and will provide you with the extra boost needed to confidently use the Express framework and succeed in interviews.
This comprehensive course is designed to take you from the very basics of setting up a web server to creating server-based and serverless applications using the Express framework and Node.js. This course starts with an introduction to Node.js, then you will explore more about the Node.js filesystem. Following that, you will be learning about Express.js and its use cases. After that, you will work on a small project using Express.js and use various CRUD operations while working on the project. Next, you will build a serverless app with API requests. Throughout the course, you will learn how to set up routes, handle post requests, use middleware, authenticate usernames and passwords with Express and Passport, and use Handlebars for templating. Additionally, you will gain hands-on experience in working with databases, hashing and salting, and setting up sign-up forms and log-out functionality. By the end of this course, you will have the confidence and skills to build your own web applications with the Express framework and Node.js. With code-along sessions, quizzes, and solution files available every step of the way, you will be able to reinforce your knowledge and practice until you feel confident in your ability to develop professional-quality applications. All the resource files are added to the GitHub repository at: https://github.com/PacktPublishing/Express-Framework-Mastery-From-Beginner-to-Advanced-with-Node.js
What You Will Learn
Use optimize and refactor techniques to write efficient and effective code
Learn how to set up a web server from scratch with Express and Node
Understand the fundamentals of Express.js (CRUD operations)
Look at templating engines with Handlebars from scratch
Build a serverless app with API requests
Learn to solve problems and dig through documentations like a developer
Audience
If you are looking to improve your coding skills and gain a deeper understanding of the Express framework, then this course is perfect for you. Whether you are an aspiring programmer, web developer, student, or experienced professional, this course is designed to provide you with the knowledge and skills necessary to develop advanced web applications using Express framework and Node.js.

No prior programming experience is required, but some familiarity with JavaScript and web development is recommended.
Approach
This course takes a practical and hands-on approach to teach Express framework, with step-by-step guidance and code. You will learn essential programming skills such as problem-solving, formula building, debugging, and writing clean and effective code. The course includes beginner, intermediate, and advanced topics, with careful definitions, clear examples, and exercises for you to try.
Key Features
Gain industry-level experience and advice, including tips and tricks from a seasoned developer * Build multiple projects from scratch, basic JavaScript examples to web servers with Node and Express * Develop API-based user applications with exercises and challenges to reinforce learning
Github Repo
https://github.com/PacktPublishing/Express-Framework-Mastery-From-Beginner-to-Advanced-with-Node.js
About the Author
Clarian North
Clarian North is a recognized industry-certified instructor, CEO of Orbital LLC, and a senior project engineer with over 90K enrolments worldwide. His students have gone on to work for some of the biggest production companies such as Universal, Google, Amazon, Warner, and The BBC. He has contributed to viral streams, grown a unique digital imprint in over 80 countries, and been featured in Rolling Stone, Billboard, Guardian, Bloomberg, and Vice. He has worked for majors, indies, and international publishing houses, including Grammy-nominated and award-winning productions, mixing for Emirates Airline Inflight Radio, and producing for Kompakt Records. He is dedicated to giving accessible and comprehensive tech courses, teaching complex subject matter with clear and example-based explanations, and guiding students through complex techniques with just a computer and free software.
Course Outline
1. Introduction To Node JS

2. Introduction To The Node JS FS - Filing System

3. Introduction To Express

4. Express API Project from Scratch

5. Templating Engines with Express JS

6. Authenticating Username and Password with Express and Passport


JavaScript

Node.js

Postman

Are you looking to master the Express framework and build your own web servers, but need a beginner-friendly, step-by-step approach with practical coding-along and solutions? This course is designed for those with a basic understanding of JavaScript and programming concepts and will provide you with the extra boost needed to confidently use the Express framework and succeed in interviews.

Express Framework Mastery: From Beginner to Advanced with Node.js

<p>Imagine having the aptitudes and proficiency to navigate the complex world of cryptocurrency with confidence. With the rise of digital currencies and blockchain technology, understanding cryptocurrency is becoming a valuable skill in many industries. By enrolling in our <strong>Cryptocurrency Level 2 &amp; 3</strong> course, you can equip yourself with the tools to succeed in this rapidly growing field.</p><p>Whether you're looking to advance your career in finance, technology, or business, our course offers comprehensive training on the fundamentals of cryptocurrency. According to a report by Glassdoor, cryptocurrency-related jobs are on the rise, with an increasing demand for professionals who understand blockchain technology and digital currencies. By completing our course, you'll be able to stand out in a competitive job market and make yourself an attractive candidate to potential employers.</p><p>Our course offers a Level 3 qualification, which means you'll gain a deep understanding of the intricacies of cryptocurrency, including how to invest, trade, and manage digital assets. You'll also learn about the underlying technology behind cryptocurrencies, such as blockchain and smart contracts. Our curriculum is designed to give you both theoretical knowledge and applications so you can apply what you learn in real-world situations.</p><p>In addition to offering a comprehensive education, our course is endorsed by the Quality Licence Scheme, a leading accreditation organisation. This means that not only will you receive a quality education, but you'll also earn a Level 3 Endorsed certificate, which is recognised by employers and organisations across the UK.</p><p>By enrolling in our <strong>Cryptocurrency Level 2 &amp; 3</strong> course, you'll be taking a step towards a more lucrative and rewarding career. Whether you're looking to upskill, gain a competitive edge in your industry, or explore new opportunities, our course is the perfect choice for anyone interested in the world of cryptocurrency.</p><p><strong>QLS Endorsed Course:</strong></p><ul><li>Course 01: Certificate in Cryptocurrency at QLS Level 3</li></ul><p><strong>CPD QS Accredited Courses:</strong></p><ul><li>Course 01: Career Development Plan Fundamentals</li><li>Course 02: Networking Skills for Personal Success</li><li>Course 03: Boost Your Confidence and Self-Esteem</li><li>Course 04: CV Writing and Job Searching</li><li>Course 05: Learn to Reduce and Manage Stress</li></ul><p><strong>Learning Outcomes:</strong></p><ul><li>Understanding the fundamentals of cryptocurrencies and their potential applications</li><li>Developing an understanding of the blockchain and its role in the cryptocurrency ecosystem</li><li>Learning about different types of cryptocurrencies and their features</li><li>Gaining knowledge about NFTs and their uses in the art and gaming industries</li><li>Understanding how to set up and use cryptocurrency wallets</li><li>Learning about cryptocurrency security and best practices for keeping assets safe</li><li>Gaining knowledge about decentralised finance and the potential it holds for financial services</li></ul><p><strong>Course Description: </strong><strong>Diploma in Cryptocurrency Level 2 &amp; 3 at QLS</strong></p><ul><li><strong>Level 2</strong></li></ul><p>The Level 2 curriculum of the Cryptocurrency course covers the fundamentals of cryptocurrencies, including their history, characteristics, and potential applications. The Blockchain module covers the technology that underpins cryptocurrencies and its role in the cryptocurrency ecosystem. Finally, the Types of Cryptocurrencies module covers different types of cryptocurrencies, including their features and use cases.</p><ul><li><strong>Level 3</strong></li></ul><p>In Level 3 of the course, learners will build upon their knowledge from Level 2 and focus on more advanced topics. The NFTs module covers non-fungible tokens and their use in the art and gaming industries. The Cryptocurrency Wallets module covers how to set up and use different types of wallets for storing cryptocurrencies. The Cryptocurrency Security module covers best practices for keeping cryptocurrency assets safe, including cold storage and other security measures. The Decentralised Finance module covers the concept of decentralised finance and its potential applications. The Investing in Cryptos module covers strategies and tips for investing in cryptocurrencies. Finally, the Opportunities and Future of Cryptocurrencies and Cryptocurrency Laws in the UK modules cover the potential future of cryptocurrencies and the legal landscape surrounding them in the UK.</p><p><strong>Certification:</strong></p><p>In pursuing this QLS Endorsed course, learners attain a profound understanding and amplify their professional prowess, enriching their curriculum vitae.</p><p>The Quality Licence Scheme stands as a reputable and distinguished endorsement, emblematic of exceptional standards and excellence throughout the UK.</p><p>Upon completion, learners will receive a Certificate in Cryptocurrency at QLS Level 3 Endorsed hard copy certificate, making it easy for them to showcase their achievements.</p><p><strong>Disclaimer:</strong></p><p>Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        120 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <ul><li>Anyone interested in learning about cryptocurrencies and the blockchain</li><li>Individuals who want to gain knowledge about NFTs and decentralised finance</li><li>People who want to learn about cryptocurrency security and best practices for asset protection</li><li>Anyone interested in investing in cryptocurrencies and understanding their potential future</li><li>Individuals who want to learn about the legal landscape surrounding cryptocurrencies in the UK</li></ul>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>Anyone can enrol in this course.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li>Cryptocurrency Analyst: £35,000 - £60,000</li><li>Blockchain Developer: £40,000 - £80,000</li><li>Cryptocurrency Trader: Salary varies widely depending on success and volume of trades</li><li>Cryptocurrency Consultant: £50,000 - £80,000</li><li>Cryptocurrency Lawyer: £45,000 - £80,000</li><li>Cryptocurrency Accountant: £30,000 - £50,000</li></ul>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4> Hard Copy QLS Certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
        <h4>PDF Certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>

                        </div>

Imagine having the aptitudes and proficiency to navigate the complex world of cryptocurrency with confidence. With the rise of digital currencies and blockchain technology, understanding cryptocurrency is becoming a valuable skill in many industries. By enrolling in our Cryptocurrency Level 2 & 3 course, you can equip yourself with the tools to succeed in this rapidly growing field.
Whether you're looking to advance your career in finance, technology, or business, our course offers comprehensive training on the fundamentals of cryptocurrency. According to a report by Glassdoor, cryptocurrency-related jobs are on the rise, with an increasing demand for professionals who understand blockchain technology and digital currencies. By completing our course, you'll be able to stand out in a competitive job market and make yourself an attractive candidate to potential employers.
Our course offers a Level 3 qualification, which means you'll gain a deep understanding of the intricacies of cryptocurrency, including how to invest, trade, and manage digital assets. You'll also learn about the underlying technology behind cryptocurrencies, such as blockchain and smart contracts. Our curriculum is designed to give you both theoretical knowledge and applications so you can apply what you learn in real-world situations.
In addition to offering a comprehensive education, our course is endorsed by the Quality Licence Scheme, a leading accreditation organisation. This means that not only will you receive a quality education, but you'll also earn a Level 3 Endorsed certificate, which is recognised by employers and organisations across the UK.
By enrolling in our Cryptocurrency Level 2 & 3 course, you'll be taking a step towards a more lucrative and rewarding career. Whether you're looking to upskill, gain a competitive edge in your industry, or explore new opportunities, our course is the perfect choice for anyone interested in the world of cryptocurrency.
QLS Endorsed Course:
Course 01: Certificate in Cryptocurrency at QLS Level 3
CPD QS Accredited Courses:
Course 01: Career Development Plan Fundamentals
Course 02: Networking Skills for Personal Success
Course 03: Boost Your Confidence and Self-Esteem
Course 04: CV Writing and Job Searching
Course 05: Learn to Reduce and Manage Stress
Learning Outcomes:
Understanding the fundamentals of cryptocurrencies and their potential applications
Developing an understanding of the blockchain and its role in the cryptocurrency ecosystem
Learning about different types of cryptocurrencies and their features
Gaining knowledge about NFTs and their uses in the art and gaming industries
Understanding how to set up and use cryptocurrency wallets
Learning about cryptocurrency security and best practices for keeping assets safe
Gaining knowledge about decentralised finance and the potential it holds for financial services
Course Description: Diploma in Cryptocurrency Level 2 & 3 at QLS
Level 2
The Level 2 curriculum of the Cryptocurrency course covers the fundamentals of cryptocurrencies, including their history, characteristics, and potential applications. The Blockchain module covers the technology that underpins cryptocurrencies and its role in the cryptocurrency ecosystem. Finally, the Types of Cryptocurrencies module covers different types of cryptocurrencies, including their features and use cases.
Level 3
In Level 3 of the course, learners will build upon their knowledge from Level 2 and focus on more advanced topics. The NFTs module covers non-fungible tokens and their use in the art and gaming industries. The Cryptocurrency Wallets module covers how to set up and use different types of wallets for storing cryptocurrencies. The Cryptocurrency Security module covers best practices for keeping cryptocurrency assets safe, including cold storage and other security measures. The Decentralised Finance module covers the concept of decentralised finance and its potential applications. The Investing in Cryptos module covers strategies and tips for investing in cryptocurrencies. Finally, the Opportunities and Future of Cryptocurrencies and Cryptocurrency Laws in the UK modules cover the potential future of cryptocurrencies and the legal landscape surrounding them in the UK.
Certification:
In pursuing this QLS Endorsed course, learners attain a profound understanding and amplify their professional prowess, enriching their curriculum vitae.
The Quality Licence Scheme stands as a reputable and distinguished endorsement, emblematic of exceptional standards and excellence throughout the UK.
Upon completion, learners will receive a Certificate in Cryptocurrency at QLS Level 3 Endorsed hard copy certificate, making it easy for them to showcase their achievements.
Disclaimer:
Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.
 CPD 
120 CPD hours / points  Accredited by CPD Quality Standards
 Who is this course for? 
Anyone interested in learning about cryptocurrencies and the blockchain
Individuals who want to gain knowledge about NFTs and decentralised finance
People who want to learn about cryptocurrency security and best practices for asset protection
Anyone interested in investing in cryptocurrencies and understanding their potential future
Individuals who want to learn about the legal landscape surrounding cryptocurrencies in the UK
 Requirements 
Anyone can enrol in this course.
 Career path 
Cryptocurrency Analyst: £35,000 - £60,000
Blockchain Developer: £40,000 - £80,000
Cryptocurrency Trader: Salary varies widely depending on success and volume of trades
Cryptocurrency Consultant: £50,000 - £80,000
Cryptocurrency Lawyer: £45,000 - £80,000
Cryptocurrency Accountant: £30,000 - £50,000
 Certificates 
Hard Copy QLS Certificate
 Hard copy certificate - Included 
PDF Certificate
 Digital certificate - Included 

Imperial Academy

Level 3 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited

Cryptocurrency Level 2 & 3 at QLS

<p>Did you know that the use of art therapy has been shown to improve mental health outcomes for people experiencing a wide range of issues? In fact, according to recent research, art therapy has been linked to reductions in depression, anxiety, and stress, as well as improvements in self-esteem and quality of life.</p><p>If you're interested in learning more about this exciting field, our Art Therapy course - QLS Level 2, 3 &amp; 4 - is the perfect place to start. This comprehensive course covers everything from the basics of art therapy to advanced techniques and applications, making it an ideal choice for anyone looking to gain a deep understanding of this fascinating discipline.</p><p>But that's not all - this course is also endorsed by the Quality Licence Scheme, which means that upon completion, learners will receive a <strong>Level 4 Endorsed certificate</strong> hardcopy free of charge. This is a valuable credential that can help you stand out in a competitive job market and demonstrate your expertise in the field of art therapy.</p><p>But that's not all - for a limited time, we're also offering five free career-guided courses with this QLS course. These courses - which cover topics such as career development planning, networking skills, boosting confidence and self-esteem, CV writing and job searching, and stress reduction and management - are the perfect complement to your art therapy studies, helping you develop the skills and knowledge you need to succeed in any career.</p><p>So, if you're ready to take your understanding of art therapy to the next level, enrol in our Art Therapy course today and start exploring the exciting world of this transformative field.</p><p><strong>Learning Outcomes:</strong></p><ul><li>Gain a comprehensive understanding of the fundamentals of art therapy, including its history, principles, and techniques.</li><li>Explore the connections between art therapy, psychology, and neuroscience, and understand how art can be used as a therapeutic tool to improve mental health outcomes.</li><li>Develop your skills in using art therapy in practice, including how to work with clients of all ages and backgrounds.</li><li>Learn about creative therapy and mindful creativity, and explore the ways in which art therapy can be used to foster self-expression and personal growth.</li><li>Gain an understanding of advanced art therapy techniques and applications, including the use of mindfulness and reflective writing in the therapeutic process.</li><li>Develop your skills in working with specific populations, including children, adults, and families, and understand the unique challenges and opportunities that each group presents.</li><li>Understand the ethical considerations that are involved in working in this field.</li></ul><p><strong>Diploma in Art Therapy - QLS Level 2, 3 &amp; 4's Description: </strong></p><p><strong>Level 2:</strong> In this introductory level, you will gain a foundational understanding of art therapy and its principles. You'll explore the connections between art therapy, psychology, and neuroscience and learn how art can be used to improve mental health outcomes. You'll also develop your skills in using art therapy in practice, including how to work with clients of all ages and backgrounds.</p><p><strong>Level 3:</strong> In this intermediate level, you'll build on your foundational knowledge of art therapy by exploring advanced techniques and applications. You'll learn about creative therapy and mindful creativity and gain an understanding of how these concepts can be applied in art therapy. You'll also develop your skills in working with specific populations, including children, adults, and families.</p><p><strong>Level 4:</strong> In this advanced level, you'll deepen your understanding of art therapy by exploring its application in a range of contexts. You'll learn about the use of art therapy in illness and other challenging situations and gain an understanding of the unique ethical considerations that are involved in working in this field. You'll also develop your skills in reflective writing and gain a comprehensive understanding of the art therapy.</p><p><strong>This bundle comprises the following courses:</strong><strong><br /></strong><strong>QLS Endorsed Course:</strong></p><ul><li><strong>Course 01:</strong> Advanced Certificate in Art Therapy at QLS Level 4</li></ul><p><strong>CPD QS Accredited Courses:</strong></p><ul><li><strong>Course 01:</strong> Career Development Plan Fundamentals</li><li><strong>Course 02:</strong> Networking Skills for Personal Success</li><li><strong>Course 03:</strong> Boost Your Confidence and Self-Esteem</li><li><strong>Course 04:</strong> CV Writing and Job Searching</li><li><strong>Course 05:</strong> Learn to Reduce and Manage Stress</li></ul><p><strong>Certificate</strong></p><p>In pursuing this QLS-endorsed course, learners attain a profound understanding and amplify their professional prowess, enriching their curriculum vitae.</p><p>The Quality Licence Scheme stands as a reputable and distinguished endorsement, emblematic of exceptional standards and excellence throughout the UK.</p><p>Upon completion, learners will receive an Advanced Certificate in Art Therapy at QLS Level 4 Endorsed hard copy certificate, making it easy for them to showcase their achievements.</p><p><strong>Disclaimer</strong></p><p>Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        15 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <ul><li>Individuals interested in pursuing a career in art therapy</li><li>Mental health professionals who want to incorporate art therapy into their practice</li><li>Artists and creative professionals who want to learn about the therapeutic applications of art</li><li>Teachers, social workers, and other professionals who work with children and families</li><li>Anyone interested in exploring the intersection of art and mental health</li></ul>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li>Mental Health Counselor - £25,000 - £40,000 per year</li><li>School Counselor - £22,000 - £35,000 per year</li><li>Social Worker - £24,000 - £38,000 per year</li><li>Youth Worker - £19,000 - £27,000 per year</li></ul>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Hard copy certificate -
            Included
        </p>

                        </div>

Did you know that the use of art therapy has been shown to improve mental health outcomes for people experiencing a wide range of issues? In fact, according to recent research, art therapy has been linked to reductions in depression, anxiety, and stress, as well as improvements in self-esteem and quality of life.
If you're interested in learning more about this exciting field, our Art Therapy course - QLS Level 2, 3 & 4 - is the perfect place to start. This comprehensive course covers everything from the basics of art therapy to advanced techniques and applications, making it an ideal choice for anyone looking to gain a deep understanding of this fascinating discipline.
But that's not all - this course is also endorsed by the Quality Licence Scheme, which means that upon completion, learners will receive a Level 4 Endorsed certificate hardcopy free of charge. This is a valuable credential that can help you stand out in a competitive job market and demonstrate your expertise in the field of art therapy.
But that's not all - for a limited time, we're also offering five free career-guided courses with this QLS course. These courses - which cover topics such as career development planning, networking skills, boosting confidence and self-esteem, CV writing and job searching, and stress reduction and management - are the perfect complement to your art therapy studies, helping you develop the skills and knowledge you need to succeed in any career.
So, if you're ready to take your understanding of art therapy to the next level, enrol in our Art Therapy course today and start exploring the exciting world of this transformative field.
Learning Outcomes:
Gain a comprehensive understanding of the fundamentals of art therapy, including its history, principles, and techniques.
Explore the connections between art therapy, psychology, and neuroscience, and understand how art can be used as a therapeutic tool to improve mental health outcomes.
Develop your skills in using art therapy in practice, including how to work with clients of all ages and backgrounds.
Learn about creative therapy and mindful creativity, and explore the ways in which art therapy can be used to foster self-expression and personal growth.
Gain an understanding of advanced art therapy techniques and applications, including the use of mindfulness and reflective writing in the therapeutic process.
Develop your skills in working with specific populations, including children, adults, and families, and understand the unique challenges and opportunities that each group presents.
Understand the ethical considerations that are involved in working in this field.
Diploma in Art Therapy - QLS Level 2, 3 & 4's Description: 
Level 2: In this introductory level, you will gain a foundational understanding of art therapy and its principles. You'll explore the connections between art therapy, psychology, and neuroscience and learn how art can be used to improve mental health outcomes. You'll also develop your skills in using art therapy in practice, including how to work with clients of all ages and backgrounds.
Level 3: In this intermediate level, you'll build on your foundational knowledge of art therapy by exploring advanced techniques and applications. You'll learn about creative therapy and mindful creativity and gain an understanding of how these concepts can be applied in art therapy. You'll also develop your skills in working with specific populations, including children, adults, and families.
Level 4: In this advanced level, you'll deepen your understanding of art therapy by exploring its application in a range of contexts. You'll learn about the use of art therapy in illness and other challenging situations and gain an understanding of the unique ethical considerations that are involved in working in this field. You'll also develop your skills in reflective writing and gain a comprehensive understanding of the art therapy.
This bundle comprises the following courses:
QLS Endorsed Course:
Course 01: Advanced Certificate in Art Therapy at QLS Level 4
CPD QS Accredited Courses:
Course 01: Career Development Plan Fundamentals
Course 02: Networking Skills for Personal Success
Course 03: Boost Your Confidence and Self-Esteem
Course 04: CV Writing and Job Searching
Course 05: Learn to Reduce and Manage Stress
Certificate
In pursuing this QLS-endorsed course, learners attain a profound understanding and amplify their professional prowess, enriching their curriculum vitae.
The Quality Licence Scheme stands as a reputable and distinguished endorsement, emblematic of exceptional standards and excellence throughout the UK.
Upon completion, learners will receive an Advanced Certificate in Art Therapy at QLS Level 4 Endorsed hard copy certificate, making it easy for them to showcase their achievements.
Disclaimer
Imperial Academy is an approved reselling partner for Quality Licence Scheme courses under One Education.
 CPD 
15 CPD hours / points  Accredited by CPD Quality Standards
 Who is this course for? 
Individuals interested in pursuing a career in art therapy
Mental health professionals who want to incorporate art therapy into their practice
Artists and creative professionals who want to learn about the therapeutic applications of art
Teachers, social workers, and other professionals who work with children and families
Anyone interested in exploring the intersection of art and mental health
 Career path 
Mental Health Counselor - £25,000 - £40,000 per year
School Counselor - £22,000 - £35,000 per year
Social Worker - £24,000 - £38,000 per year
Youth Worker - £19,000 - £27,000 per year
 Certificates 
Certificate of completion
 Hard copy certificate - Included 

Level 4 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited

Art Therapy - QLS Level 2, 3 & 4

Southampton

Portsmouth

Rotherham

Manchester

Leeds

Newport

Peterborough

Milton Keynes 

Dartford

Paisley

Derby

Birmingham

Luton

Hull

Northampton

Berkshire

Bedford

Liverpool 

Swansea

Essex

ONLINE STUDY - In your own time (approx. 6 hours study time) +
CLASSROOM SESSION - Morning, Afternoon or Evening session (approx. 3 hours)



Awarding Body: Open College Network (OCN) Credit for Learning
Award Level: Level 4 (Foundation Degree Level) - Ireland Level 6
CPD Certified: Yes (CPD Accreditation)
Minimum Age: 18 (16 with parental consent)
Entry requirements: None. (English Level 2 desirable)
Training Locations: Study online + Classroom
 
OCN Accredited at UK Level 4 (Ireland Level 6)

 
PART 1 - Theory: Complete this part of your course online at home or work in your own time (stop and start learning when it suits you). Can be completed on multiple devices - smart phones, kindle, laptop, tablet etc.

PART 2 - Skills and Practical Development:
Covers advanced specialised phlebotomy techniques to give you the leading edge as a phlebotomist. Learn to use a wide range of non-routine equipment.


Attend a classroom location to complete your practical training.


Please make sure you verify the precise dates and timings of your course when you receive your booking confirmation, as it may vary from the information provided above.


Course Itinerary:
PART 1 - THEORY (ONLINE)
M00 - Introduction:
Learning outcomes, Assumptions and Overview.
M01 - Basic Phlebotomy - revision:
Recap of basic phlebotomy theory and practice - precursor to
the advanced course.
M02 - Aspirated and Vacuated Systems:
Open systems (Syringe & Needle), closed systems (Vacutainer & Monovette), Alternative closed systems, Using Monovette - aspiration and evacuated techniques, monovette adapter systems.
M03 - Specialised and Advanced Phlebotomy Equipment:
The centrifuge - overview. Safe operation and use. Managing a centrifuge breakage or spillage.
Equipment and practices in unusual situations.
Patients with special needs and requiring specific attention.
Equipment preparation for blood samples that are collected at
0 degrees, 37 degrees C and other non-standard conditions.
A look at advances in technology and how to use the latest devices.
M04 - Point of Care Testing:
What is POC Testing? Advantages, Disadvantages and Clinical
Outcomes. Comparison of POC with lab testing. 10 common POC tests. Roles for phlebotomists performing POC Tests.
M05 - Neonates and Children:
Sample collection from new-born to pre-adult. A detailed overview of legal principles of law including child consent and child protection for phlebotomists. Neonatal and child blood collection equipment.
A comprehensive look at heel and finger-prick procedures including
microtainers, lancets and capillary tube collection. Detailed heel prick procedure. Paediatric finger prick collection. The life-threatening hazard of over-collecting. Communication techniques in differing age bands.
Consent and the law. Basic principles of lawful consent for neonates and paediatric patients. Child protection.
Detailed analysis of neonatal and paediatric blood collection including Guthrie card collection. Neonatal bottles - colours and tests. Paediatric blood gases collection.
Butterfly needles - when to use. Blood tests during pregnancy. Neonatal blood screening - nine conditions covered. Bilirubin in neonates.
M06 - Geriatric Patients:
The challenges of phlebotomy in older people. Understanding skin changes and venepuncture implications. A profile of common
geriatric blood tests. Age related problems. Procedural precautions.
M07 - Special Procedures:
Drawing blood from back of hand. Drawing blood from lower limb veins. Managing the unwilling or difficult patient. Managing the psychiatric patient. Managing the isolated patient. Non-routine blood tests. Managing the latex allergy patient (type 1 and type 4 reactions). Latex indicators. Sample handling - non-routine procedures. Drug trials and research projects.
M08 - Special Tests and Sample Handling Procedures:
A look at sample collection at specific times of day and night,
samples that are protected from light, collected on ice and
collected at body temperature. Procedures for each group - collection notes, analytic time, optimal collection time and notes for each group.
M09 - Advanced Phlebotomy Tasks:
Additional procedures. Maintaining POC equipment. Stock control and stock rotation. Quality control. Data entry. Product evaluation. Training and competency evaluation.
M10 - Alternative Environments:
A step-by-step look at non-clinical phlebotomy environments including private testing, DEFRA, forensic and police, cord blood collection, DNA analysis, veterinary services, overseas and volunteering.

PLEASE NOTE THAT PART 1 SHOULD BE COMPLETED
BEFORE JOINING US FOR YOUR PRACTICAL TRAINING

PART 2 (CLASSROOM)
MORNING , AFTERNOON OR EVENING SESSION:

1 - Welcome, introductions and overview:
- Classroom - health & safety briefing, schedule overview.
- Virtual Classroom - audio/visual checks and registration. Unpacking and overview of your training kit.
2 - Syringe and Needle (open system): Correct use and applications.
3 - Monovette (open and closed systems):
Using the Monovette system in aspiration mode - correct use and applications.
Using the Monovette system in evacuated mode - correct use and applications.
4 - IR Vein Detector:
Demonstration of the IR vein detector for assisting in detection of difficult veins.
5 - Veins in back of hand:
Detecting suitable veins in the back of the hand.
6 - POC testing:
Point of Care Testing - use of glucose meter to demonstrate a typical POC test procedure. Correct use and overview of other POC test devices.
7 - Using lancets (finger collection)
We look at the correct use of lancets for POC testing and whole blood micro-collection.
8 - Using lancets (heel collection)
We look at the correct use of lancets for neonatal blood spot tests (Guthrie Test).
9 - Capillary collection
Using glass capillary tubes for micro-collection. Correct use and handling.
10 - Microtube collection
Correct use of BD Microtainers (and similar micro-collection bottles) - collection and handling.

This course is supported with downloadable resources and may include extra video segments to reinforce your practical training.
 
(THE COURSE DELIVERY AWARDS SAME NATIONALLY RECOGNISED AND DUALLY ACCREDITED QUALIFICATION AS OUR VIRTUAL CLASSROOM COURSE VERSION)



Geopace Training

Allied Health

Allied Health Professions (AHP)

Blood Taking

Healthcare Workers

Venepuncture

Phlebotomist

Phlebotomy

Accredited Phlebotomy

Healthcare

The UK's first and only Level 4 qualification in Phlebotomy (equivalent to Ireland Level 6)

    FDSc (Foundation Degree Level) qualification

    Nationally Recognised certificate

    Dually accredited: Open College Network  and CPD

    Covers both aspirated and evacuated systems

    Covers specialised blood collection systems & methods

    Classroom or Virtual Classroom learning options

    Comprehensive Training Kit is provided when booking our Virtual Classroom option (yours to keep)

    Complete your training from beginner to advanced level

    This course either follows on from our Introduction to Phlebotomy Course  or can be combined with our introductory course as part of a course package (see below)

    Available to candidates who have completed (or are currently enrolled to complete) our Introduction to Phlebotomy Course or have previous phlebotomy practical experience.


Advanced Phlebotomy - Skills & Techniques (GPT005)

Clay Cross

Day 1 Solenoids and actuators, principles of operation and maintenance State precautions that may be necessary when removing cores from energised AC solenoids Transformers, sizing, applications and uses Heaters, applications, uses and safety precautions to be observed Temperature controllers, various types, principles of operation and uses Thermal sensors, various types, principles of operation and uses. Day 2 Proximity devices, limit switches and proximity switches, various types, principles of operation and uses Practical workshop, gaining an understanding of typical connections of various proximity devices and the range of available supplies catered for, voltage levels and current type Development of a typical simple control system using push buttons, proximity devices, relays and indicator lamps. Day 3 Protection against overcurrent Protective devices, various types, suitability and uses Earthing, including principles of protection against indirect shock Undervoltage protection. Day 4 Cable and core termination techniques, including crimping and soldering Practical workshop terminating YY, SY, SWA and MICC cable Testing, basic principles of circuit protective conductor testing and insulation resistance testing, instruments used and expected values Practical workshop testing cables terminated previously and testing cables with faults on test rig. Day 5 Fault finding, safety precautions and principles Practical workshop on fault rigs Root cause analysis PPM and maximising uptime

Technique Learning Solutions

Module 5 - Industrial Electrical Maintenance Part 2

NATIONALLY RECOGNISED AND ACCREDITED
LEVEL FOUR CERTIFICATE



This course comprises two parts:
 
Part 1 - online (eLearning)

AND

Part 2 - classroom

Part 2 consolidates on Parts 1 and delivers one full day of practical sessions (skill-set development) - PRP Harvesting and Treatment


Award:
Open College Network (OCN Credit4Learning) - Collegen Induction Therapy - PRP Treatment
LEVEL 4 (FDSc)



A modular "hybrid" course - eLearning (online) theory and one full day classroom based course.
 
PART 1 - THEORY ONLINE

Complete this part of your course online (eLearning Course) in the comfort of your own home or workplace.
Please allow 1-2 full days (approx. 12-16 hours in total) to complete this part of your course.
You do not need to complete this part of the course in one "sitting". Do as little or as much as you wish. Each time you log again exactly where you can start where you left off!
 
You must complete Part 1 before attending Part 2 below.
 
PART 2 - CLASSROOM
Attend in the classroom at the training location that you have selected.
Your classroom tutor will recap on the essential parts of your online course after which you will begin your practical sessions learning and developing the skills required to harvest and use Platelet-Rich Plasma in your treatment plan.
Please make sure you verify the precise dates and timings of your course when you receive your booking confirmation, as it may vary from the information provided above.


Course Itinerary


A hybrid modular course awarding:
OCN Accredited Level Three Certificate (Advanced Level) 3 credits AND

GEOPACE Certificate (Collagen Induction Therapy - PRP Treatment)



Parts 1 (A & B) - online (eLearning) +

Part 2 - PRP Harvesting, Preparation & Treatment (one day)


Theory Sessions:


M01 – Course Overview
Learning outcomes, Understanding recommended guidelines (CPSA, HEE, NICE & WHO), Core Competencies (Domains 1, 2 & 3). National Occupational Standards


M02 – Qualifications – Levels & Thresholds
Understanding the range and applications of treatments at Levels 1 to 8. Equivalencies. Looking at each level and specific treatment types. Competencies at Level 4.


M03 – Culture & Diversity
Understanding culture and diversity within the context of a salon, including opportunities and challenges for aesthetic therapists. Diversity and inclusion. Principles of diversity.


M04 – History, Definitions and Roles
The origins of microneedling and development of PRP, evolution of treatments, types of equipment and range of applications. Historical perspective and modern day examples of PRP therapies.


M05 – Health & Safety & IPC
H&S legislation, Standard Precautions (for blood borne pathogens), Pathogen types, Personal Protective Equipment (PPE), Handwashing and Hygiene, Hazardous Waste Disposal (non-specific), Preventing Needlestick Injuries. A detailed look at viruses, bacteria and fungi. Handling clients with infectious conditions and infestations. Transmission modes. Sterilisation processes in the workplace, including autoclaves.


M06 – Regulatory Obligations
Pathways – employed, contracted and self-employed, Management of H&S at work, Local and national government laws and bylaws, DBS types, Record Keeping, Hazardous Waste Disposal (specific), Insurance and insurance types, Accident reporting, The Keogh Review, HEE guidelines, Professional bodies.


M07 – Professionalism & Effective Communication
Presenting a professional image, guidelines and recommendations. How to effectively communicate with your clients and colleagues, communication methods, communicating efficiently in consultation.


M08 – Consent
Understanding consent types and your client’s capacity to consent. The importance of valid consent. Consent frequency. Risk assessment. Storing consent documentation – looking at paper and digital/cloud. Consent and the law. Determining if consent is robust.


M09 – Environmental and Sustainable Work Practices
Sustainability in the workplace. Running an efficient salon (water efficiency, waste reduction, interior fittings). Advancements including digital options (clients and suppliers).


M10 – Anatomy & Physiology
A&P for collagen induction therapy. Veins, arteries and capillaries (phlebotomy overview). The integumentary system – structure and function. Microneedling – depths and penetration. The lymphatic system. The circulatory system. Skin as a defence barrier. Skin – functions and layers. Merkel cells, Langerhans Cells, Keratinocytes and Melanocytes. The epidermal-melanin unit. Fibroblasts and connective tissue. The effects of ageing. Skin changes over time. Skin rejuvenation including optimising cell function and increasing natural collagen. Inducing regenerative healing. The Fitzpatrick Scale. A detailed look at cell function, specifically melanocytes, keratinocytes and fibroblasts. Microneedling the skin, effects and collagen response. Wound healing – stages (haemostasis, inflammatory, proliferative and maturation). Collagen Induction Therapy (CIT). Topical applications to improve keratinocyte function. Topical applications to improve collagen synthesis.


M11 – Patient Management – Consultation & Examination
Pre-treatment and treatment consultations. Client Motives. Educating your client. Developing a consultation plan. Medical Records. Contraindications & Precautions – Relative and Absolute Contraindications in microneedling. Microneedling and anticoagulants. Side effects and treatment failure. Photo-documentation. Looking at and recording a detailed medical history. Client reviews. Health risks. Legalities.


M12 – Record Keeping
Key points and importance. Understanding how to retain records. Claims - Date of Discovery and Date of Knowledge.


M13 – Platelet Rich Plasma (PRP) – Understanding the basics
Whole blood – composition. Platelets and growth factors (types and functions). What are platelets? Understanding platelet modes of action. Platelet Rich Plasma – preparation. PPP and PRP. PRP Activation and collagen response in vivo. Fibrin network formation. Dermal needle puncture - repair pathway. Examples of microneedling applications. Needle depths and facial skin thickness. Types of treatments – a case by case examination.


M14 – Platelet Rich Plasma (PRP) – Harvesting and Preparation
Phlebotomy. Using correct needle size and anticoagulant. Understanding autologous treatment types with PRP. The treatment agent pathway. Whole blood processing. Harvesting good quality PRP - step by step procedure. Using a centrifuge. Centrifuge operation and management. Steps to minimise platelet trauma. First and second centrifuge processes. Understanding how a centrifuge works? Managing breakage and spillage.


M15 – PRP Treatment – putting it all together!
Client arrival, management, documentation, photography, examination, consultation, consent, treatment plan. Patient ID, where necessary. Referrals and when to refer. Seeking expert advice. Employment types – employed (PAYE), contracted, self-employed (freelance) - detailed look at each. Managing equipment and consumables. Compliancy. Pre-treatment guidance. Medications and drug conflicts. Preparing a treatment area. Preparing your client. Disinfecting the face. Applying numbing cream. Phlebotomy procedures.
Blood handling. Dermapen types and accessories. Treatment modes and actions. Selecting the correct needle depth. Applying PRP and microneedling. Managing pen depth and skin areas. Working within facial zones. Post treatment management. Waste management and correct waste disposal. Post treatment client management. Aftercare. Managing adverse effects. Managing post treatment client expectations. Treatment intervals. Post treatment checklists and patient aftercare guidelines.


Classroom Practical Sessions:
Practical Session 1: Equipment familiarisation - hands-on approach
Practical Session 2: Completing medical forms and consent forms
Practical Session 3: Preparing a treatment area
Practical Session 4: Using a centrifuge
Practical Session 5: Performing a microneedling facial treatment with PRP - model 1
Practical Session 6: Performing a microneedling facial treatment with PRP - model 2


Classroom Support Material:
Support material to complement Modules 1 – 15


Online Support Material:
Downloadable pdf files - support material to complement Modules 1 - 15
Demonstration Video



Medical Aesthetics

Platelet-rich plasma (PRP)

Aesthetics

Aesthetic Practitioner

Facial Aesthetics

Platelet-rich Plasma (PRP) treatments

    Nationally Recognised Qualification

    No previous experience or qualifications needed

    Open College Network Accreditation

    Level 4 (as required for minimally invasive procedures)

    Covers standards set by HEE

    Employed (salon) or Self-Employed opportunities

    Basic understanding of English language required

    OPEN TO ALL APPLICANTS


PRP - Collagen Induction Therapy Course (GPT701)

<div id="course-pills-1">Duration<p>5 Days</p><p>30 CPD hours</p>This course is intended for<p>This course is intended for professional web developers who use Microsoft Visual Studio in an individual-based or team-based, small-sized to large development environment. Candidates for this course are interested in developing advanced web applications and want to manage the rendered HTML comprehensively. They want to create websites that separate the user interface, data access, and application logic.</p>Overview<p>Describe the Microsoft Web Technologies stack and select an appropriate technology to use to develop any given application.      Design the architecture and implementation of a web application that will meet a set of functional requirements, user interface requirements, and address business models.       Configure the pipeline of ASP.NET Core web applications using middleware, and leverage dependency injection across applications.     Develop a web application that uses the ASP.NET Core routing engine to present friendly URLs and a logical navigation hierarchy to users.     Create Views in an application that display and edit data and interact with Models and Controllers.     Connect an ASP.NET Core application to a database using Entity Framework Core.     Implement a consistent look and feel across an entire web application.     Write JavaScript code that runs on the client-side and utilizes the jQuery script library to optimize the responsiveness of an web application.     Add client side packages and configure Task Runners.     Run unit tests and debugging tools against a web application in Visual Studio 2022.     Write an application that authenticates and authorizes users to access content securely using Identity.     Build an application that resists malicious attacks.     Use caching to accelerate responses to user requests.     Use SignalR to enable two-way communication between client and server.     Describe what a Web API is and why developers might add a Web API to an application.     Describe how to package and deploy an ASP.NET Core web application from a development computer to a web server.</p><p>In this 5-day course, professional web developers will learn to develop advanced ASP.NET Core applications using .NET tools and technologies. The focus will be on coding activities that enhance the performance and scalability of the Web site application.</p></div><div id="course-pills-2"><h3>Module 1: Exploring ASP.NET Core</h3><ul> <li>Introducing of Microsoft Web Technologies</li> <li>Getting Started with Razor Pages in ASP.NET Core</li> <li>Introducing ASP.NET Core MVC</li></ul>  <h3>Module 2: Designing ASP.NET Core MVC Web Applications</h3><ul> <li>Planning in the Project Design Phase</li> <li>Designing Models, Controllers and Views</li></ul>  <h3>Module 3: Configure Middleware and Services in ASP.NET Core</h3><ul> <li>Configuring Middlewares</li> <li>Configuring Services</li></ul>  <h3>Module 4: Developing Controllers</h3><ul> <li>Writing Controllers and Actions</li> <li>Configuring Routes</li> <li>Writing Action Filters</li></ul>  <h3>Module 5: Developing Views</h3><ul> <li>Creating Views with Razor Syntax</li> <li>Using HTML Helpers and Tag Helpers</li> <li>Reusing Code in Views</li></ul>   <h3>Module 6: Developing Models</h3><ul> <li>Creating MVC Models</li> <li>Working with Forms</li> <li>Validating User Input</li></ul>  <h3>Module 7: Using Entity Framework Core in ASP.NET Core</h3><ul> <li>Introduction to Entity Framework Core</li> <li>Working with Entity Framework Core</li> <li>Use Entity Framework Core to connect to Microsoft SQL Server</li></ul>  <h3>Module 8: Using Layouts, CSS and JavaScript in ASP.NET Core</h3><ul> <li>Using Layouts</li> <li>Using CSS and JavaScript</li> <li>Using JavaScript Libraries</li></ul>   <h3>Module 9: Client-Side Development</h3><ul> <li>Applying Styles and Responsive Design</li> <li>Using Task Runners</li> <li>Looking at ASP.NET Core Blazor</li></ul>   <h3>Module 10: Testing and Troubleshooting</h3><ul> <li>Testing ASP.NET Core Applications</li> <li>Implementing an Exception Handling Strategy</li> <li>Logging ASP.NET Core Applications</li></ul>  <h3>Module 11: Managing Security</h3><ul> <li>Authentication in ASP.NET Core</li> <li>Authorization in ASP.NET Core</li> <li>Defending from Common Attack</li></ul>  <h3>Module 12: Performance and Communication Implementing a Caching Strategy</h3><ul> <li>Managing State</li> <li>Supporting Two-way Communication</li></ul>  <h3>Module 13: Implementing Web APIs</h3><ul> <li>Introducing Web APIs</li> <li>Developing a Web API</li> <li>Calling a Web API</li></ul>  <h3>Module 14: Hosting and Deployment</h3><ul> <li>Hosting and Deploying On-premises</li> <li>Deploying to Microsoft Azure</li> <li>Looking at Microsoft Azure Fundamentals</li></ul></div>

Duration
5 Days
30 CPD hours
This course is intended for
This course is intended for professional web developers who use Microsoft Visual Studio in an individual-based or team-based, small-sized to large development environment. Candidates for this course are interested in developing advanced web applications and want to manage the rendered HTML comprehensively. They want to create websites that separate the user interface, data access, and application logic.
Overview
Describe the Microsoft Web Technologies stack and select an appropriate technology to use to develop any given application. Design the architecture and implementation of a web application that will meet a set of functional requirements, user interface requirements, and address business models. Configure the pipeline of ASP.NET Core web applications using middleware, and leverage dependency injection across applications. Develop a web application that uses the ASP.NET Core routing engine to present friendly URLs and a logical navigation hierarchy to users. Create Views in an application that display and edit data and interact with Models and Controllers. Connect an ASP.NET Core application to a database using Entity Framework Core. Implement a consistent look and feel across an entire web application. Write JavaScript code that runs on the client-side and utilizes the jQuery script library to optimize the responsiveness of an web application. Add client side packages and configure Task Runners. Run unit tests and debugging tools against a web application in Visual Studio 2022. Write an application that authenticates and authorizes users to access content securely using Identity. Build an application that resists malicious attacks. Use caching to accelerate responses to user requests. Use SignalR to enable two-way communication between client and server. Describe what a Web API is and why developers might add a Web API to an application. Describe how to package and deploy an ASP.NET Core web application from a development computer to a web server.
In this 5-day course, professional web developers will learn to develop advanced ASP.NET Core applications using .NET tools and technologies. The focus will be on coding activities that enhance the performance and scalability of the Web site application.
Module 1: Exploring ASP.NET Core
Introducing of Microsoft Web Technologies
Getting Started with Razor Pages in ASP.NET Core
Introducing ASP.NET Core MVC
Module 2: Designing ASP.NET Core MVC Web Applications
Planning in the Project Design Phase
Designing Models, Controllers and Views
Module 3: Configure Middleware and Services in ASP.NET Core
Configuring Middlewares
Configuring Services
Module 4: Developing Controllers
Writing Controllers and Actions
Configuring Routes
Writing Action Filters
Module 5: Developing Views
Creating Views with Razor Syntax
Using HTML Helpers and Tag Helpers
Reusing Code in Views
Module 6: Developing Models
Creating MVC Models
Working with Forms
Validating User Input
Module 7: Using Entity Framework Core in ASP.NET Core
Introduction to Entity Framework Core
Working with Entity Framework Core
Use Entity Framework Core to connect to Microsoft SQL Server
Module 8: Using Layouts, CSS and JavaScript in ASP.NET Core
Using Layouts
Using CSS and JavaScript
Using JavaScript Libraries
Module 9: Client-Side Development
Applying Styles and Responsive Design
Using Task Runners
Looking at ASP.NET Core Blazor
Module 10: Testing and Troubleshooting
Testing ASP.NET Core Applications
Implementing an Exception Handling Strategy
Logging ASP.NET Core Applications
Module 11: Managing Security
Authentication in ASP.NET Core
Authorization in ASP.NET Core
Defending from Common Attack
Module 12: Performance and Communication Implementing a Caching Strategy
Managing State
Supporting Two-way Communication
Module 13: Implementing Web APIs
Introducing Web APIs
Developing a Web API
Calling a Web API
Module 14: Hosting and Deployment
Hosting and Deploying On-premises
Deploying to Microsoft Azure
Looking at Microsoft Azure Fundamentals

Nexus Human

Microsoft AZ-900

NET MVC

ASP.NET

Microsoft AZ-303

Microsoft AZ-700

NET Core

55340 Developing ASP.NET Core Web Applications

<strong>Get started with creating JavaFX applications using TornadoFX - A lightweight JavaFX framework for Kotlin</strong>
        <p>JavaFX has been around for quite a long time.  It's powered by Java and has been used to build desktop applications, as well as Rich Internet Applications (RIAs). 
Although the Java programming language has been known for its portability, it has its pitfalls, one of which being its verbosity, wherein developers must write a lot of lines of code to make a simple GUI.
TornadoFX, a lightweight JavaFX framework for Kotlin, simplifies JavaFX development by abstracting the verbose, hard-to-maintain Java code. TornadoFX, powered by the statically typed JVM language, Kotlin, makes it easy to build rich, feature-packed user interfaces. Besides, it greatly minimizes the amount of code needed to build JavaFX applications, making the codebase easy-to-maintain and extend.
This course starts off by explaining the importance of using TornadoFX. In the sections that follow, you'll understand how to set up the development environment to start using it. Later, you'll cover the different shapes and animations in TornadoFX. To help you get hands-on experience, the course will even guide you through developing exciting applications, right from a weather forecast application through to a budget tracker application.
By the end of this course, you'll be equipped with the skills you need to confidently create JavaFX applications using TornadoFX.
All the codes and supporting files for this course are available at - https://github.com/PacktPublishing/TornadoFX-Build-JavaFX-Applications-with-Kotlin</p>
        <h2>What You Will Learn</h2><p>Set up a development environment to start using TornadoFX<br>Use type-safe builders to create controls and layouts easily<br>Get up to speed with editing and model validation in TornadoFX<br>Connect a TornadoFX app to an SQLite database<br>Understand how to create shapes and animations<br>Build Java business applications with Workspace<br>Develop robust 'In-House' business desktop applications with TornadoFX</p>
        <h2>Audience</h2><p>This course is for developers who want to learn how to build JavaFX applications with TornadoFX (Kotlin), Kotlin developers who want to build JavaFX desktop applications in TornadoFX, and even curious programming enthusiasts who want to create beautiful JavaFX applications in TornadoFX.</p>
        <h2>Approach</h2><p>This course is a hands-on guide to using Java and TornadoFX to build a lightweight JavaFX framework. It features detailed yet simple explanations, along with useful examples to help you learn effectively.</p>
        <h2>Key Features</h2><p>Learn the differences between JavaFX using Java and JavaFX using TornadoFX * Create beautiful and maintainable JavaFX applications with TornadoFX * Understand JavaFX components and how they are easily created with TornadoFX</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/tornadofx-build-javafx-applications-with-kotlin</p>
        <h2>About the Author</h2><h3>Paulo Dichone</h3><p>Paulo Dichone is an Android, Java, and Flutter developer and teacher. He is passionate about teaching people about Android, Java, and Flutter development and has taught over 80,000 students across 175 countries.

He holds a degree in computer science from Whitworth University and loves programming, apart from teaching. Paulo has extensive experience in mobile app and web development and is also the founder of 'Build Apps with Paulo', where students are given the tools that they need to become professional developers.
Showing students how to make amazing applications/software is an extremely rewarding experience for him, which is why he has been teaching online for the past five years. His goal is to make you a great developer, no matter what your experience.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><br><h4>2. Why TornadoFX</h4><p></p><br><h4>3. Important Message</h4><p></p><br><h4>4. Download Course Code</h4><p></p><br><h4>5. Development Machine Setup - MAC and Windows</h4><p></p><br><h4>6. JavaFX and TornadoFX - The Building Blocks</h4><p></p><br><h4>7. More on TornadoFX Views</h4><p></p><br><h4>8. TornadoFX - Data Controls: Collections, Listviews and TableViews</h4><p></p><br><h4>9. [Hands-On] Build a Bill Splitter Calculator</h4><p></p><br><h4>10. Forms and ItemViewModel</h4><p></p><br><h4>11. TornadoFX - Type-Safe CSS</h4><p></p><br><h4>12. Shapes and Animations in TornadoFX</h4><p></p><br><h4>13. [Hands-On] Build an Interactive Application - Bubbles and Ripples</h4><p></p><br><h4>14. JSON and REST - Build a Weather Forecast Application</h4><p></p><br><h4>15. TornadoFX and Database - Build a Budget Tracker Application</h4><p></p><br><h4>16. Where to Go From Here</h4><p></p><br><h4>17. Bonus</h4><p></p>

Get started with creating JavaFX applications using TornadoFX - A lightweight JavaFX framework for Kotlin
JavaFX has been around for quite a long time. It's powered by Java and has been used to build desktop applications, as well as Rich Internet Applications (RIAs). Although the Java programming language has been known for its portability, it has its pitfalls, one of which being its verbosity, wherein developers must write a lot of lines of code to make a simple GUI.
TornadoFX, a lightweight JavaFX framework for Kotlin, simplifies JavaFX development by abstracting the verbose, hard-to-maintain Java code. TornadoFX, powered by the statically typed JVM language, Kotlin, makes it easy to build rich, feature-packed user interfaces. Besides, it greatly minimizes the amount of code needed to build JavaFX applications, making the codebase easy-to-maintain and extend.
This course starts off by explaining the importance of using TornadoFX. In the sections that follow, you'll understand how to set up the development environment to start using it. Later, you'll cover the different shapes and animations in TornadoFX. To help you get hands-on experience, the course will even guide you through developing exciting applications, right from a weather forecast application through to a budget tracker application.
By the end of this course, you'll be equipped with the skills you need to confidently create JavaFX applications using TornadoFX.
All the codes and supporting files for this course are available at - https://github.com/PacktPublishing/TornadoFX-Build-JavaFX-Applications-with-Kotlin
What You Will Learn
Set up a development environment to start using TornadoFX
Use type-safe builders to create controls and layouts easily
Get up to speed with editing and model validation in TornadoFX
Connect a TornadoFX app to an SQLite database
Understand how to create shapes and animations
Build Java business applications with Workspace
Develop robust 'In-House' business desktop applications with TornadoFX
Audience
This course is for developers who want to learn how to build JavaFX applications with TornadoFX (Kotlin), Kotlin developers who want to build JavaFX desktop applications in TornadoFX, and even curious programming enthusiasts who want to create beautiful JavaFX applications in TornadoFX.
Approach
This course is a hands-on guide to using Java and TornadoFX to build a lightweight JavaFX framework. It features detailed yet simple explanations, along with useful examples to help you learn effectively.
Key Features
Learn the differences between JavaFX using Java and JavaFX using TornadoFX * Create beautiful and maintainable JavaFX applications with TornadoFX * Understand JavaFX components and how they are easily created with TornadoFX
Github Repo
https://github.com/packtpublishing/tornadofx-build-javafx-applications-with-kotlin
About the Author
Paulo Dichone
Paulo Dichone is an Android, Java, and Flutter developer and teacher. He is passionate about teaching people about Android, Java, and Flutter development and has taught over 80,000 students across 175 countries. He holds a degree in computer science from Whitworth University and loves programming, apart from teaching. Paulo has extensive experience in mobile app and web development and is also the founder of 'Build Apps with Paulo', where students are given the tools that they need to become professional developers.
Showing students how to make amazing applications/software is an extremely rewarding experience for him, which is why he has been teaching online for the past five years. His goal is to make you a great developer, no matter what your experience.
Course Outline
1. Introduction

2. Why TornadoFX

3. Important Message

4. Download Course Code

5. Development Machine Setup - MAC and Windows

6. JavaFX and TornadoFX - The Building Blocks

7. More on TornadoFX Views

8. TornadoFX - Data Controls: Collections, Listviews and TableViews

9. [Hands-On] Build a Bill Splitter Calculator

10. Forms and ItemViewModel

11. TornadoFX - Type-Safe CSS

12. Shapes and Animations in TornadoFX

13. [Hands-On] Build an Interactive Application - Bubbles and Ripples

14. JSON and REST - Build a Weather Forecast Application

15. TornadoFX and Database - Build a Budget Tracker Application

16. Where to Go From Here

17. Bonus


Kotlin

Get started with creating JavaFX applications using TornadoFX - A lightweight JavaFX framework for Kotlin

TornadoFX: Build JavaFX Applications with Kotlin

<p id="isPasted" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Immerse yourself in the intricacies of Private Life Routes &amp; Applications with our comprehensive 4-hour training course, meticulously crafted for immigration professionals.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">View our Private Life Route &amp; Applications training course dates below, available remotely via Microsoft Teams.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"></p><hr fr-original-style="" style="border-color: var(--border-muted); border-style: solid; clear: both; break-after: page; -webkit-user-select: none; box-sizing: border-box;"><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(28, 21, 75);">Immerse yourself in the complexities of Private Life applications with our 4-hour training course designed for immigration professionals.</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);">This course provides a focused understanding and clarification of the Private Life route across all age groups, covering the child (7-year route), young adult (18-25), and adult 20-year route.</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);">We explore important considerations inherent in Article 8 and private life claims, such as significant obstacles to reintegration, assessing the best interests of the child and compelling and compassionate factors.</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);">Gain practical tips and best practices from experienced practitioners to successfully navigate private life applications and address potential challenges. We will ensure you are updated and can navigate the new Appendix Private Life and guide you through the application process and possible outcomes.</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);">&nbsp;</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);">Course joining links, materials and instructions are sent out 24hours before the course starts.</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><br fr-original-style="" style="box-sizing: border-box;"></p><hr fr-original-style="" style="border-color: var(--border-muted); border-style: solid; clear: both; break-after: page; -webkit-user-select: none; box-sizing: border-box;"><div style="color: rgb(0, 0, 0); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(0, 0, 0);"><div style="color: rgb(0, 0, 0); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(0, 0, 0);"><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Immigration Advice Service</strong>&nbsp;has been providing professional immigration services for over 10 years in the public, private and corporate sectors.</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);">Our fully qualified and OISC regulated trainer will guide you through the process and ensure you are competent in Private Life Routes &amp; Applications.</p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Who Should Attend:</strong></p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);">Designed for immigration legal practitioners with Private Life cases, this course is tailored to elevate expertise in this specialised area.</p></div><div style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);"><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"></strong></p><hr fr-original-style="" style="border-color: var(--border-muted); border-style: solid; clear: both; break-after: page; -webkit-user-select: none; box-sizing: border-box;"><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course Focus:</strong></p><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Deep Understanding</strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Gain insights into private life applications across different age groups, providing a nuanced perspective crucial for tailored legal strategies.</li></ul><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Practical Skills</strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Develop the skills needed to craft compelling cases and navigate the intricate application process successfully.</li></ul><p style="color: rgb(28, 21, 75); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(28, 21, 75);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Legal Developments</strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Stay abreast of the latest legal updates in private life route applications to ensure your practice remains at the forefront of this dynamic field.</li></ul></div></div>

Immerse yourself in the intricacies of Private Life Routes & Applications with our comprehensive 4-hour training course, meticulously crafted for immigration professionals.
View our Private Life Route & Applications training course dates below, available remotely via Microsoft Teams.





Immerse yourself in the complexities of Private Life applications with our 4-hour training course designed for immigration professionals.
This course provides a focused understanding and clarification of the Private Life route across all age groups, covering the child (7-year route), young adult (18-25), and adult 20-year route.
We explore important considerations inherent in Article 8 and private life claims, such as significant obstacles to reintegration, assessing the best interests of the child and compelling and compassionate factors.
Gain practical tips and best practices from experienced practitioners to successfully navigate private life applications and address potential challenges. We will ensure you are updated and can navigate the new Appendix Private Life and guide you through the application process and possible outcomes.
 
Course joining links, materials and instructions are sent out 24hours before the course starts.





Immigration Advice Service has been providing professional immigration services for over 10 years in the public, private and corporate sectors.
Our fully qualified and OISC regulated trainer will guide you through the process and ensure you are competent in Private Life Routes & Applications.
Who Should Attend:
Designed for immigration legal practitioners with Private Life cases, this course is tailored to elevate expertise in this specialised area.





Course Focus:
Deep Understanding
Gain insights into private life applications across different age groups, providing a nuanced perspective crucial for tailored legal strategies.
Practical Skills
Develop the skills needed to craft compelling cases and navigate the intricate application process successfully.
Legal Developments
Stay abreast of the latest legal updates in private life route applications to ensure your practice remains at the forefront of this dynamic field.

Immigration Advice Service

Immigration

Immigration Law

Private Life Route & Applications

<strong>This course will help you become familiar with the process of building web applications in Python. From understanding Python fundamentals, to studying the database structure to building, and deploying applications, you will learn it all with the help of interesting activities</strong>
        <p>Do you know what is common between Netflix, Instagram, Spotify, Dropbox, and Uber? All these applications are made in Python. There is no doubt that Python is one of the most popular programming languages in the modern technological world. This course will teach you Python and web development skills that will help you to build real-time applications.
The course begins with an introduction to Python fundamentals, and teaches you how to install Python 3.4.3 on your machine. Moving ahead, you will understand how the internet works, find out how Python retrieves data, and get an overview of the MongoDB database. Next, you will apply what you have learnt, and use Flask to create your first web application, a simple blog where users can register and publish posts. Then, you will step up your game and create a web application in Python to receive notifications when prices of items in online stores go down. Towards the end, you will deploy your application to Heroku by integrating GitHub, and also learn how to manually deploy on a server using Ubuntu.
By the end of this course, you will develop essential Python skills needed to build robust web applications. All the code and supporting files for this course are available at - https://github.com/PacktPublishing/Complete-Python-Web-Course-Build-8-Python-Web-Apps</p>
        <h2>What You Will Learn</h2><p>Understand the programming structure of Python<br>Create virtual environments for Python development<br>Build reliable web applications in Python<br>Understand the Flask framework<br>Discover how to create your own Application Programming Interfaces (APIs)<br>Develop a complete front-end application with Bootstrap 4<br>Deploy your applications to Heroku</p>
        <h2>Audience</h2><p>If you are a software developer who is interested to build web applications in Python, then this course is for you. Basic knowledge of Python will be beneficial to effectively understand the concepts covered in the course.</p>
        <h2>Approach</h2><p>This course focuses more on developing web applications, rather than just depending on narration and video slides. Interesting examples and application building activities will help you to understand Python, Flask, MongoDB, API, and several more concepts with ease.</p>
        <h2>Key Features</h2><p>Learn Python programming and Flask framework * Develop applications in Python that use MongoDB database * Understand how the Internet works, and how data is exchanged between the server and the application</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/complete-python-web-course-build-8-python-web-apps</p>
        <h2>About the Author</h2><h3>Jose Salvatierra Fuentes</h3><p>Jose Salvatierra has been teaching online for over seven years, and he loves helping students learn to code and master software development. He founded Teclado to bring software development to everyone; his objective is for you to truly understand everything that goes on behind the scenes.

Coding is extremely rewarding. As you learn, things start to click and make sense. You can join the dots of all the things that weren't quite clear before.

Jose can help you with Python and JavaScript issues, particularly in web and backend development. He is experienced with programming libraries and frameworks such as Flask, React, React Native, and AngularJS. He has worked extensively with UNIX systems, MongoDB, PostgreSQL, and advanced system architecture design.</p>
        <h2>Course Outline</h2><h4>1. Your Age in Seconds</h4><p></p><br><h4>2. Price of a Chair</h4><p></p><br><h4>3. A Simple Terminal Blog</h4><p></p><br><h4>4. Our First Web Application</h4><p></p><br><h4>5. Price Alerts for Online Web Stores</h4><p></p><br><h4>6. Developing a Complete Front-End with Bootstrap 4</h4><p></p><br><h4>7. Simple Development-Stage Deployments to Heroku</h4><p></p><br><h4>8. Deploying your Applications Manually to a Server</h4><p></p>

This course will help you become familiar with the process of building web applications in Python. From understanding Python fundamentals, to studying the database structure to building, and deploying applications, you will learn it all with the help of interesting activities
Do you know what is common between Netflix, Instagram, Spotify, Dropbox, and Uber? All these applications are made in Python. There is no doubt that Python is one of the most popular programming languages in the modern technological world. This course will teach you Python and web development skills that will help you to build real-time applications.
The course begins with an introduction to Python fundamentals, and teaches you how to install Python 3.4.3 on your machine. Moving ahead, you will understand how the internet works, find out how Python retrieves data, and get an overview of the MongoDB database. Next, you will apply what you have learnt, and use Flask to create your first web application, a simple blog where users can register and publish posts. Then, you will step up your game and create a web application in Python to receive notifications when prices of items in online stores go down. Towards the end, you will deploy your application to Heroku by integrating GitHub, and also learn how to manually deploy on a server using Ubuntu.
By the end of this course, you will develop essential Python skills needed to build robust web applications. All the code and supporting files for this course are available at - https://github.com/PacktPublishing/Complete-Python-Web-Course-Build-8-Python-Web-Apps
What You Will Learn
Understand the programming structure of Python
Create virtual environments for Python development
Build reliable web applications in Python
Understand the Flask framework
Discover how to create your own Application Programming Interfaces (APIs)
Develop a complete front-end application with Bootstrap 4
Deploy your applications to Heroku
Audience
If you are a software developer who is interested to build web applications in Python, then this course is for you. Basic knowledge of Python will be beneficial to effectively understand the concepts covered in the course.
Approach
This course focuses more on developing web applications, rather than just depending on narration and video slides. Interesting examples and application building activities will help you to understand Python, Flask, MongoDB, API, and several more concepts with ease.
Key Features
Learn Python programming and Flask framework * Develop applications in Python that use MongoDB database * Understand how the Internet works, and how data is exchanged between the server and the application
Github Repo
https://github.com/packtpublishing/complete-python-web-course-build-8-python-web-apps
About the Author
Jose Salvatierra Fuentes
Jose Salvatierra has been teaching online for over seven years, and he loves helping students learn to code and master software development. He founded Teclado to bring software development to everyone; his objective is for you to truly understand everything that goes on behind the scenes. Coding is extremely rewarding. As you learn, things start to click and make sense. You can join the dots of all the things that weren't quite clear before. Jose can help you with Python and JavaScript issues, particularly in web and backend development. He is experienced with programming libraries and frameworks such as Flask, React, React Native, and AngularJS. He has worked extensively with UNIX systems, MongoDB, PostgreSQL, and advanced system architecture design.
Course Outline
1. Your Age in Seconds

2. Price of a Chair

3. A Simple Terminal Blog

4. Our First Web Application

5. Price Alerts for Online Web Stores

6. Developing a Complete Front-End with Bootstrap 4

7. Simple Development-Stage Deployments to Heroku

8. Deploying your Applications Manually to a Server


MongoDB

This course will help you become familiar with the process of building web applications in Python. From understanding Python fundamentals, to studying the database structure to building, and deploying applications, you will learn it all with the help of interesting activities

Complete Python Web Course: Build 8 Python Web Applications

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			<h2><b>Course Overview</b></h2>		</div>
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					<div><p><span>Learn how to create Ethereum and Blockchain applications using Solidity, with this complete masterclass.</span></p><p><span>The</span><b> Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass </b><span>course is a complete guide to Solidity for building cryptocurrency applications. Designed by the experts, it will take you through best practices for setting up, tips for developing your programming skills, and much more. This course also explores the history of Blockchain and the structure of a Blockchain, with tips every beginner should know.</span></p><p><span>Whether you are an aspiring app developer, or Blockchain trader, this in-depth training course provides up-to-date knowledge to take your expertise to the next level. Enrol as a part-time or full-time student, and learn all there is to know about Blockchain development, with this step-by-step training course.</span></p></div>
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					<div><p>This best selling <strong>Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass </strong>has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth <strong>Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass </strong>is suitable for anyone who wants to build their professional skill set and improve their expert knowledge.</p><p>The <strong>Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass </strong>is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The <strong>Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass </strong>is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn.</p><p>After successfully completing the<strong> Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass</strong>, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the <strong>Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass </strong>will help you stand out from the crowd. You can also validate your certification on our website.</p><p>We know that you are busy and that time is precious, so we have designed the <strong>Create Ethereum &amp; Blockchain Applications Using Solidity Masterclass </strong>to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. </p><p>Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.</p></div>
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Course Overview
Learn how to create Ethereum and Blockchain applications using Solidity, with this complete masterclass.
The Create Ethereum & Blockchain Applications Using Solidity Masterclass course is a complete guide to Solidity for building cryptocurrency applications. Designed by the experts, it will take you through best practices for setting up, tips for developing your programming skills, and much more. This course also explores the history of Blockchain and the structure of a Blockchain, with tips every beginner should know.
Whether you are an aspiring app developer, or Blockchain trader, this in-depth training course provides up-to-date knowledge to take your expertise to the next level. Enrol as a part-time or full-time student, and learn all there is to know about Blockchain development, with this step-by-step training course.
This best selling Create Ethereum & Blockchain Applications Using Solidity Masterclass has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Create Ethereum & Blockchain Applications Using Solidity Masterclass is suitable for anyone who wants to build their professional skill set and improve their expert knowledge.
The Create Ethereum & Blockchain Applications Using Solidity Masterclass is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Create Ethereum & Blockchain Applications Using Solidity Masterclass is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn.
After successfully completing the Create Ethereum & Blockchain Applications Using Solidity Masterclass, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Create Ethereum & Blockchain Applications Using Solidity Masterclass will help you stand out from the crowd. You can also validate your certification on our website.
We know that you are busy and that time is precious, so we have designed the Create Ethereum & Blockchain Applications Using Solidity Masterclass to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. 
Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

Course Cloud

Create Ethereum & Blockchain Applications Using Solidity Masterclass

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			<h2><b>Course Overview</b></h2>		</div>
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					<div><p><span>A survey in the Uk shows that the total number of skills required for a single job has increased by 10% year-over-year since 2017. Furthermore, one in three skills in an average 2017 job posting are already obsolete. Due to ongoing business disruption and rapidly evolving needs, emerging skills gaps have accelerated due to the COVID-19 pandemic.</span></p></div>
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					<div><p><span>And to help you bridge that gap, Course Cloud has prepared this comprehensive </span><b>Industry 4.0 - Automation &amp; Applications </b><span>online course</span><b>. Industry 4.0 - Automation &amp; Applications </b><span>covers a collection of necessary skills required to help you achieve your goals. In addition, our industry professionals will guide you through the process of establishing a solid foundation in </span><b>Industry 4.0 - Automation &amp; Applications</b><span>. </span></p><p><span>The </span><b>Industry 4.0 - Automation &amp; Applications </b><span>course is broken down into manageable sections, each of which will provide you with a new level of expertise. Our exclusive training in </span><b>Industry 4.0 - Automation &amp; Applications </b><span>will equip you with the skills required to set yourself up for career success.</span></p><p><span>The </span><b>Industry 4.0 - Automation &amp; Applications</b><span> provides internationally accepted certification upon successful completion. This certificate will add value to your resume and let you stand out among your peers. So enrol now and work your way towards becoming a highly sought-after professional at </span><b>Industry 4.0 - Automation &amp; Applications.</b></p></div>
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Course Overview
A survey in the Uk shows that the total number of skills required for a single job has increased by 10% year-over-year since 2017. Furthermore, one in three skills in an average 2017 job posting are already obsolete. Due to ongoing business disruption and rapidly evolving needs, emerging skills gaps have accelerated due to the COVID-19 pandemic.
And to help you bridge that gap, Course Cloud has prepared this comprehensive Industry 4.0 - Automation & Applications online course. Industry 4.0 - Automation & Applications covers a collection of necessary skills required to help you achieve your goals. In addition, our industry professionals will guide you through the process of establishing a solid foundation in Industry 4.0 - Automation & Applications. 
The Industry 4.0 - Automation & Applications course is broken down into manageable sections, each of which will provide you with a new level of expertise. Our exclusive training in Industry 4.0 - Automation & Applications will equip you with the skills required to set yourself up for career success.
The Industry 4.0 - Automation & Applications provides internationally accepted certification upon successful completion. This certificate will add value to your resume and let you stand out among your peers. So enrol now and work your way towards becoming a highly sought-after professional at Industry 4.0 - Automation & Applications.

Industry 4.0 - Automation & Applications

<strong>With this course, you will learn the bare-bone basics of C# by building console applications from scratch. You will first develop the application and then test it to gain a solid understanding of C# fundamentals. You will also explore the latest features released in C# 7.</strong>
        <p>To learn a programming language, it is crucial to understand the basic and fundamental concepts. Most of the courses teach the fundamentals with raw theory and this makes the learning boring. But not this video course. With this course, you will learn the basic concepts of C# by building console applications from the beginning.

The course starts by making you ready to build applications in C# by guiding you through the installation process of Visual Studio Community 2022, and by teaching you how to handle updates and do self-troubleshooting. Once you are up with Visual 2022, you will program interesting console applications such as a simple calculator, word unscrambler, simple web scraper, and sudoku solver. By building all these applications, you will become friendly with C# core concepts such as acceptance criteria, algorithm, flowchart, variables, expressions and operators, objects and classes, methods, arrays, loops, constructors, exception handling, unit testing, and a lot more C# topics.

Toward the end, you will find out what's new in C# 7 and how you can use the updated features in application building.

By the end of this course, you will have developed basic C# skills that are needed for building simple .NET console applications.

All resources and code files are placed here: https://github.com/PacktPublishing/Learn-CSharp-By-Building-Applications</p>
        <h2>What You Will Learn</h2><p>Find out the installation process of Visual Studio Community 2022<br>Distinguish between Visual Studio 2015, Visual Studio 2019, and Visual Studio 2022<br>Write error-free programs in C#<br>Become familiar with C# concepts by building console applications<br>Explore the latest features of C# 7<br>Write unit tests to verify the application functionality</p>
        <h2>Audience</h2><p>If you are new to C#, or an experienced software developer, who wants to learn the core concepts of C# for building .NET console applications, then this course is for you. Basic knowledge of C# is recommended, however, not mandatory. The course will require you to download and install Visual Studio Community 2022.</p>
        <h2>Approach</h2><p>This course takes a 100% practical approach to teach you how to build .NET console applications using C# 6 and C # 7. With the help of hands-on activities, you will understand the core concepts of C# with ease.</p>
        <h2>Key Features</h2><p>Get to grips with the core topics of C# * Build interesting real-world.NET console applications * Become confident in writing elegant, readable, and clean C# code</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Learn-CSharp-By-Building-Applications</p>
        <h2>About the Author</h2><h3>Avetis Ghukasyan </h3><p>Avetis Ghukasyan is a passionate web developer who believes that with hard work, dedication and consistency, anybody can learn and develop strong technical skills-even if that individual has no prior knowledge of it and feels like a complete beginner. He also believes that understanding concepts is much more important than memorizing them.</p>
        <h2>Course Outline</h2><h4>1. Setup</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Thank You</p><p style='margin: 0'>This video is an introduction to the course.</p></td></tr><tr><td style='padding: 15px;'><p>2. Installing Visual Studio 2022</p><p style='margin: 0'>This video demonstrates how to install Visual Studio Community 2022.</p></td></tr><tr><td style='padding: 15px;'><p>3. Few Words about the Recent Updates</p><p style='margin: 0'>This video shows how to handle updates.</p></td></tr><tr><td style='padding: 15px;'><p>4. Visual Studio 2015 Versus 2019 and 2022</p><p style='margin: 0'>This video illustrates the difference between Visual Studio 2015, 2019, and 2022</p></td></tr></tbody></table><br><h4>2. Simple Calculator</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Acceptance Criteria</p><p style='margin: 0'>This video explains the acceptance criteria for the calculator console application.</p></td></tr><tr><td style='padding: 15px;'><p>2. Algorithm</p><p style='margin: 0'>This video explains the algorithm required to develop the calculator console application.</p></td></tr><tr><td style='padding: 15px;'><p>3. Flowchart</p><p style='margin: 0'>This video explains the flowchart required to develop the calculator console application.</p></td></tr><tr><td style='padding: 15px;'><p>4. Variables</p><p style='margin: 0'>This video explains the variables required to develop the calculator console application.</p></td></tr><tr><td style='padding: 15px;'><p>5. Expressions and Operators</p><p style='margin: 0'>This video focuses on the expressions and operators used in the application.</p></td></tr><tr><td style='padding: 15px;'><p>6. Converting a String to a Number</p><p style='margin: 0'>This video shows how to convert a string to a number.</p></td></tr><tr><td style='padding: 15px;'><p>7. Order of Evaluation</p><p style='margin: 0'>This video focuses on the order of evaluation.</p></td></tr><tr><td style='padding: 15px;'><p>8. String Manipulation, Formatting, and More</p><p style='margin: 0'>This video discusses string manipulation, formatting, and much more.</p></td></tr><tr><td style='padding: 15px;'><p>9. Conditional Statements</p><p style='margin: 0'>This video discusses the various conditional statements used in the application.</p></td></tr><tr><td style='padding: 15px;'><p>10. Objects and Classes</p><p style='margin: 0'>This video explains the various objects and classes used in the application.</p></td></tr><tr><td style='padding: 15px;'><p>11. Methods</p><p style='margin: 0'>This video focuses on the various methods used to build the application.</p></td></tr><tr><td style='padding: 15px;'><p>12. Static Versus Non-static</p><p style='margin: 0'>This video illustrates the difference between static and non-static methods.</p></td></tr><tr><td style='padding: 15px;'><p>13. Exceptions and Throw Keyword</p><p style='margin: 0'>This video focuses on the exceptions and the throw keyword.</p></td></tr><tr><td style='padding: 15px;'><p>14. Try-Catch-Finally</p><p style='margin: 0'>This video explains the concept of the try-catch-finally block.</p></td></tr><tr><td style='padding: 15px;'><p>15. Writing Simple Calculator</p><p style='margin: 0'>This video shows how to write a simple calculator.</p></td></tr><tr><td style='padding: 15px;'><p>16. Writing Simple Calculator Unit Tests</p><p style='margin: 0'>This video shows how to write a unit test for a simple calculator application.</p></td></tr></tbody></table><br><h4>3. Word Unscrambler</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Acceptance Criteria</p><p style='margin: 0'>This video explains the acceptance criteria for the word unscrambler application.</p></td></tr><tr><td style='padding: 15px;'><p>2. Algorithm</p><p style='margin: 0'>This video explains the algorithm for the word unscrambler application.</p></td></tr><tr><td style='padding: 15px;'><p>3. Flowchart</p><p style='margin: 0'>This video explains the concept of a flowchart in the word unscramble application.</p></td></tr><tr><td style='padding: 15px;'><p>4. Lists</p><p style='margin: 0'>This video discusses the various lists used in the word unscramble application.</p></td></tr><tr><td style='padding: 15px;'><p>5. Arrays</p><p style='margin: 0'>This video discusses the concept of arrays.</p></td></tr><tr><td style='padding: 15px;'><p>6. Array Sort and More</p><p style='margin: 0'>This video shows how to sort an array.</p></td></tr><tr><td style='padding: 15px;'><p>7. For Loop</p><p style='margin: 0'>This video discusses the for loop statement.</p></td></tr><tr><td style='padding: 15px;'><p>8. While Loop</p><p style='margin: 0'>This video focuses on the while loop statement.</p></td></tr><tr><td style='padding: 15px;'><p>9. Do While Loop</p><p style='margin: 0'>This video discusses the do while loop statement.</p></td></tr><tr><td style='padding: 15px;'><p>10. Foreach Loop</p><p style='margin: 0'>This video explains the foreach loop statement.</p></td></tr><tr><td style='padding: 15px;'><p>11. Iterating Lists and Arrays</p><p style='margin: 0'>This video shows how to iterate lists and arrays.</p></td></tr><tr><td style='padding: 15px;'><p>12. Reference Versus Value Types</p><p style='margin: 0'>This video illustrates the difference between reference and value types.</p></td></tr><tr><td style='padding: 15px;'><p>13. Classes Versus Structs</p><p style='margin: 0'>This video illustrates the difference between classes and structs.</p></td></tr><tr><td style='padding: 15px;'><p>14. Out Versus Ref Parameters</p><p style='margin: 0'>This video illustrates the difference between the out and ref parameters.</p></td></tr><tr><td style='padding: 15px;'><p>15. Null and Null coalescing</p><p style='margin: 0'>This video focuses on the null and null-coalescing operators.</p></td></tr><tr><td style='padding: 15px;'><p>16. Read-Only Versus Constant</p><p style='margin: 0'>This video illustrates the difference between the read-only and constant variables.</p></td></tr><tr><td style='padding: 15px;'><p>17. Read and Write Files</p><p style='margin: 0'>This video shows how to read and write files.</p></td></tr><tr><td style='padding: 15px;'><p>18. Don't Repeat Yourself (DRY) Principle</p><p style='margin: 0'>This video focuses on the DRY principle.</p></td></tr><tr><td style='padding: 15px;'><p>19. Writing Program - Part 1</p><p style='margin: 0'>This video is the first part of the two-part video that shows how to write a program.</p></td></tr><tr><td style='padding: 15px;'><p>20. Writing Program - Part 2</p><p style='margin: 0'>This video is the second part of the two-part video that shows how to write a program.</p></td></tr><tr><td style='padding: 15px;'><p>21. Writing the File Reader</p><p style='margin: 0'>This video shows how to write the file reader.</p></td></tr><tr><td style='padding: 15px;'><p>22. Writing a Word Matcher</p><p style='margin: 0'>This video shows how to write a word matcher.</p></td></tr><tr><td style='padding: 15px;'><p>23. Writing Constants</p><p style='margin: 0'>This video shows how to write constant variables.</p></td></tr><tr><td style='padding: 15px;'><p>24. Writing Word Unscrambler Unit Tests</p><p style='margin: 0'>This video shows how to write a word unscrambler unit test.</p></td></tr></tbody></table><br><h4>4. Simple Web Scraper</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Acceptance Criteria</p><p style='margin: 0'>This video discusses the acceptance criteria of a simple web scraper application.</p></td></tr><tr><td style='padding: 15px;'><p>2. Algorithm</p><p style='margin: 0'>This video focuses on the simple web scraper algorithm.</p></td></tr><tr><td style='padding: 15px;'><p>3. Flowchart</p><p style='margin: 0'>This video explains the simple web scraper flowchart.</p></td></tr><tr><td style='padding: 15px;'><p>4. Fields</p><p style='margin: 0'>This video discusses the concept of fields in a simple web scraper application.</p></td></tr><tr><td style='padding: 15px;'><p>5. Properties</p><p style='margin: 0'>This video talks about the properties of a simple web scraper.</p></td></tr><tr><td style='padding: 15px;'><p>6. Constructors</p><p style='margin: 0'>This video discusses the concept of constructors.</p></td></tr><tr><td style='padding: 15px;'><p>7. Object-Oriented Programming</p><p style='margin: 0'>This video explains the concept of object-oriented programming.</p></td></tr><tr><td style='padding: 15px;'><p>8. Encapsulation and InternalsVisibleTo</p><p style='margin: 0'>This video explains the concept of encapsulation and focuses on the InternalsVisibleTo attribute.</p></td></tr><tr><td style='padding: 15px;'><p>9. Using Keywords</p><p style='margin: 0'>This video shows how to use keywords.</p></td></tr><tr><td style='padding: 15px;'><p>10. Builder Pattern</p><p style='margin: 0'>This video focuses on the builder pattern.</p></td></tr><tr><td style='padding: 15px;'><p>11. Single Responsibility Principle</p><p style='margin: 0'>This video explains the single responsibility principle.</p></td></tr><tr><td style='padding: 15px;'><p>12. Hypertext Markup Language (HTML) Basics</p><p style='margin: 0'>This video focuses on the basics of HTML.</p></td></tr><tr><td style='padding: 15px;'><p>13. Regular Expressions</p><p style='margin: 0'>This video discusses the concepts of regular expressions.</p></td></tr><tr><td style='padding: 15px;'><p>14. Writing Both Builders</p><p style='margin: 0'>This video shows how to write both builders.</p></td></tr><tr><td style='padding: 15px;'><p>15. Writing Scraper</p><p style='margin: 0'>This video shows how to write the scraper program.</p></td></tr><tr><td style='padding: 15px;'><p>16. Writing Program - Part 1</p><p style='margin: 0'>This video is the first part of the two-part video that shows how to write a simple web scraper program.</p></td></tr><tr><td style='padding: 15px;'><p>17. Writing Program - Part 2</p><p style='margin: 0'>This video is the second part of the two-part video that shows how to write a simple web scraper program.</p></td></tr><tr><td style='padding: 15px;'><p>18. Writing Simple Web Scraper Unit Tests</p><p style='margin: 0'>This video shows how to write simple web scraper unit tests.</p></td></tr></tbody></table><br><h4>5. Sudoku Solver</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Acceptance Criteria</p><p style='margin: 0'>This video explains the acceptance criteria of the Sudoku solver.</p></td></tr><tr><td style='padding: 15px;'><p>2. Algorithm</p><p style='margin: 0'>This video shows the algorithm of the Sudoku solver.</p></td></tr><tr><td style='padding: 15px;'><p>3. A Flowchart</p><p style='margin: 0'>This video discusses the flowchart of the Sudoku solver.</p></td></tr><tr><td style='padding: 15px;'><p>4. StringBuilder</p><p style='margin: 0'>This video explains the concept of the StringBuilder class.</p></td></tr><tr><td style='padding: 15px;'><p>5. Jagged Arrays Versus Multidimensional Arrays</p><p style='margin: 0'>This video illustrates the difference between jagged arrays and multidimensional arrays.</p></td></tr><tr><td style='padding: 15px;'><p>6. Dependency Injection</p><p style='margin: 0'>This video discusses the concept of dependency injection.</p></td></tr><tr><td style='padding: 15px;'><p>7. Interfaces</p><p style='margin: 0'>This video focuses on interfaces.</p></td></tr><tr><td style='padding: 15px;'><p>8. Abstract Classes</p><p style='margin: 0'>This video explains the concept of abstract classes.</p></td></tr><tr><td style='padding: 15px;'><p>9. Interfaces Versus Abstract Classes</p><p style='margin: 0'>This video illustrates the difference between interfaces with abstract classes.</p></td></tr><tr><td style='padding: 15px;'><p>10. Polymorphism</p><p style='margin: 0'>This video explains the concept of polymorphism.</p></td></tr><tr><td style='padding: 15px;'><p>11. Language Integrated Query (LINQ) Introduction</p><p style='margin: 0'>This video introduces the concept of LINQ.</p></td></tr><tr><td style='padding: 15px;'><p>12. Writing Sudoku File Reader</p><p style='margin: 0'>This video shows how to write the Sudoku file reader.</p></td></tr><tr><td style='padding: 15px;'><p>13. Writing Sudoku Mapper</p><p style='margin: 0'>This video shows how to write the Sudoku mapper.</p></td></tr><tr><td style='padding: 15px;'><p>14. Writing the Sudoku Board Displayer</p><p style='margin: 0'>This video shows how to write the Sudoku board displayer.</p></td></tr><tr><td style='padding: 15px;'><p>15. Writing the Sudoku Board State Manager</p><p style='margin: 0'>This video shows how to write the Sudoku board state manager.</p></td></tr><tr><td style='padding: 15px;'><p>16. Writing the Sudoku Solver Engine</p><p style='margin: 0'>This video shows how to write the Sudoku solver engine.</p></td></tr><tr><td style='padding: 15px;'><p>17. Writing the Simple Markup Strategy - Part 1</p><p style='margin: 0'>This video is the first part of the two-part video that explains how to write the simple markup strategy.</p></td></tr><tr><td style='padding: 15px;'><p>18. Writing the Simple Mark Up Strategy - Part 2</p><p style='margin: 0'>This video is the second part of the two-part video that explains how to write the simple markup strategy.</p></td></tr><tr><td style='padding: 15px;'><p>19. Writing the Naked Pairs Strategy - Part 1</p><p style='margin: 0'>This video is the first part of the two-part video that explains how to write the naked pairs strategy.</p></td></tr><tr><td style='padding: 15px;'><p>20. Writing the Naked Pairs Strategy - Part 2</p><p style='margin: 0'>This video is the second part of the two-part video that explains how to write the naked pairs strategy.</p></td></tr><tr><td style='padding: 15px;'><p>21. Fixing a Few Bugs</p><p style='margin: 0'>This video explains how to fix a few bugs in the program.</p></td></tr><tr><td style='padding: 15px;'><p>22. Writing the Program</p><p style='margin: 0'>This video shows how to write the program for the Sudoku solver.</p></td></tr><tr><td style='padding: 15px;'><p>23. Writing Unit Tests - Part 1</p><p style='margin: 0'>This video is the first part of the two-part video that explains how to write unit tests.</p></td></tr><tr><td style='padding: 15px;'><p>24. Writing Unit Tests - Part 2</p><p style='margin: 0'>This video is the second part of the two-part video that explains how to write unit tests.</p></td></tr></tbody></table><br><h4>6. Updates in C# 7</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. C# 7 Features</p><p style='margin: 0'>This video provides an overview of the C# features covered in the subsequent videos.</p></td></tr><tr><td style='padding: 15px;'><p>2. Out Variables</p><p style='margin: 0'>This video explains the out variables.</p></td></tr><tr><td style='padding: 15px;'><p>3. Throw Expressions</p><p style='margin: 0'>This video explains the concept of throw expressions.</p></td></tr><tr><td style='padding: 15px;'><p>4. Binary Literals Digit Separators</p><p style='margin: 0'>This video focuses on binary literals and digit separators.</p></td></tr><tr><td style='padding: 15px;'><p>5. Expression Bodies</p><p style='margin: 0'>This video discusses the concept of expression bodies.</p></td></tr><tr><td style='padding: 15px;'><p>6. Ref Locals and Returns</p><p style='margin: 0'>This video explains the concept of ref locals and ref returns.</p></td></tr><tr><td style='padding: 15px;'><p>7. Deconstruction</p><p style='margin: 0'>This video explains the concept of deconstruction.</p></td></tr><tr><td style='padding: 15px;'><p>8. Local Functions</p><p style='margin: 0'>This video discusses the concept of local functions.</p></td></tr><tr><td style='padding: 15px;'><p>9. Pattern Matching - Part 1</p><p style='margin: 0'>This video is the first part of the two-part video that explains how to match patterns.</p></td></tr><tr><td style='padding: 15px;'><p>10. Pattern Matching - Part 2</p><p style='margin: 0'>This video is the second part of the two-part video that explains how to match patterns.</p></td></tr><tr><td style='padding: 15px;'><p>11. Tuples</p><p style='margin: 0'>This video explains the concept of tuples.</p></td></tr></tbody></table>

With this course, you will learn the bare-bone basics of C# by building console applications from scratch. You will first develop the application and then test it to gain a solid understanding of C# fundamentals. You will also explore the latest features released in C# 7.
To learn a programming language, it is crucial to understand the basic and fundamental concepts. Most of the courses teach the fundamentals with raw theory and this makes the learning boring. But not this video course. With this course, you will learn the basic concepts of C# by building console applications from the beginning. The course starts by making you ready to build applications in C# by guiding you through the installation process of Visual Studio Community 2022, and by teaching you how to handle updates and do self-troubleshooting. Once you are up with Visual 2022, you will program interesting console applications such as a simple calculator, word unscrambler, simple web scraper, and sudoku solver. By building all these applications, you will become friendly with C# core concepts such as acceptance criteria, algorithm, flowchart, variables, expressions and operators, objects and classes, methods, arrays, loops, constructors, exception handling, unit testing, and a lot more C# topics. Toward the end, you will find out what's new in C# 7 and how you can use the updated features in application building. By the end of this course, you will have developed basic C# skills that are needed for building simple .NET console applications. All resources and code files are placed here: https://github.com/PacktPublishing/Learn-CSharp-By-Building-Applications
What You Will Learn
Find out the installation process of Visual Studio Community 2022
Distinguish between Visual Studio 2015, Visual Studio 2019, and Visual Studio 2022
Write error-free programs in C#
Become familiar with C# concepts by building console applications
Explore the latest features of C# 7
Write unit tests to verify the application functionality
Audience
If you are new to C#, or an experienced software developer, who wants to learn the core concepts of C# for building .NET console applications, then this course is for you. Basic knowledge of C# is recommended, however, not mandatory. The course will require you to download and install Visual Studio Community 2022.
Approach
This course takes a 100% practical approach to teach you how to build .NET console applications using C# 6 and C # 7. With the help of hands-on activities, you will understand the core concepts of C# with ease.
Key Features
Get to grips with the core topics of C# * Build interesting real-world.NET console applications * Become confident in writing elegant, readable, and clean C# code
Github Repo
https://github.com/PacktPublishing/Learn-CSharp-By-Building-Applications
About the Author
Avetis Ghukasyan 
Avetis Ghukasyan is a passionate web developer who believes that with hard work, dedication and consistency, anybody can learn and develop strong technical skills-even if that individual has no prior knowledge of it and feels like a complete beginner. He also believes that understanding concepts is much more important than memorizing them.
Course Outline
1. Setup

1. Thank You
This video is an introduction to the course.
2. Installing Visual Studio 2022
This video demonstrates how to install Visual Studio Community 2022.
3. Few Words about the Recent Updates
This video shows how to handle updates.
4. Visual Studio 2015 Versus 2019 and 2022
This video illustrates the difference between Visual Studio 2015, 2019, and 2022
2. Simple Calculator

1. Acceptance Criteria
This video explains the acceptance criteria for the calculator console application.
2. Algorithm
This video explains the algorithm required to develop the calculator console application.
3. Flowchart
This video explains the flowchart required to develop the calculator console application.
4. Variables
This video explains the variables required to develop the calculator console application.
5. Expressions and Operators
This video focuses on the expressions and operators used in the application.
6. Converting a String to a Number
This video shows how to convert a string to a number.
7. Order of Evaluation
This video focuses on the order of evaluation.
8. String Manipulation, Formatting, and More
This video discusses string manipulation, formatting, and much more.
9. Conditional Statements
This video discusses the various conditional statements used in the application.
10. Objects and Classes
This video explains the various objects and classes used in the application.
11. Methods
This video focuses on the various methods used to build the application.
12. Static Versus Non-static
This video illustrates the difference between static and non-static methods.
13. Exceptions and Throw Keyword
This video focuses on the exceptions and the throw keyword.
14. Try-Catch-Finally
This video explains the concept of the try-catch-finally block.
15. Writing Simple Calculator
This video shows how to write a simple calculator.
16. Writing Simple Calculator Unit Tests
This video shows how to write a unit test for a simple calculator application.
3. Word Unscrambler

1. Acceptance Criteria
This video explains the acceptance criteria for the word unscrambler application.
2. Algorithm
This video explains the algorithm for the word unscrambler application.
3. Flowchart
This video explains the concept of a flowchart in the word unscramble application.
4. Lists
This video discusses the various lists used in the word unscramble application.
5. Arrays
This video discusses the concept of arrays.
6. Array Sort and More
This video shows how to sort an array.
7. For Loop
This video discusses the for loop statement.
8. While Loop
This video focuses on the while loop statement.
9. Do While Loop
This video discusses the do while loop statement.
10. Foreach Loop
This video explains the foreach loop statement.
11. Iterating Lists and Arrays
This video shows how to iterate lists and arrays.
12. Reference Versus Value Types
This video illustrates the difference between reference and value types.
13. Classes Versus Structs
This video illustrates the difference between classes and structs.
14. Out Versus Ref Parameters
This video illustrates the difference between the out and ref parameters.
15. Null and Null coalescing
This video focuses on the null and null-coalescing operators.
16. Read-Only Versus Constant
This video illustrates the difference between the read-only and constant variables.
17. Read and Write Files
This video shows how to read and write files.
18. Don't Repeat Yourself (DRY) Principle
This video focuses on the DRY principle.
19. Writing Program - Part 1
This video is the first part of the two-part video that shows how to write a program.
20. Writing Program - Part 2
This video is the second part of the two-part video that shows how to write a program.
21. Writing the File Reader
This video shows how to write the file reader.
22. Writing a Word Matcher
This video shows how to write a word matcher.
23. Writing Constants
This video shows how to write constant variables.
24. Writing Word Unscrambler Unit Tests
This video shows how to write a word unscrambler unit test.
4. Simple Web Scraper

1. Acceptance Criteria
This video discusses the acceptance criteria of a simple web scraper application.
2. Algorithm
This video focuses on the simple web scraper algorithm.
3. Flowchart
This video explains the simple web scraper flowchart.
4. Fields
This video discusses the concept of fields in a simple web scraper application.
5. Properties
This video talks about the properties of a simple web scraper.
6. Constructors
This video discusses the concept of constructors.
7. Object-Oriented Programming
This video explains the concept of object-oriented programming.
8. Encapsulation and InternalsVisibleTo
This video explains the concept of encapsulation and focuses on the InternalsVisibleTo attribute.
9. Using Keywords
This video shows how to use keywords.
10. Builder Pattern
This video focuses on the builder pattern.
11. Single Responsibility Principle
This video explains the single responsibility principle.
12. Hypertext Markup Language (HTML) Basics
This video focuses on the basics of HTML.
13. Regular Expressions
This video discusses the concepts of regular expressions.
14. Writing Both Builders
This video shows how to write both builders.
15. Writing Scraper
This video shows how to write the scraper program.
16. Writing Program - Part 1
This video is the first part of the two-part video that shows how to write a simple web scraper program.
17. Writing Program - Part 2
This video is the second part of the two-part video that shows how to write a simple web scraper program.
18. Writing Simple Web Scraper Unit Tests
This video shows how to write simple web scraper unit tests.
5. Sudoku Solver

1. Acceptance Criteria
This video explains the acceptance criteria of the Sudoku solver.
2. Algorithm
This video shows the algorithm of the Sudoku solver.
3. A Flowchart
This video discusses the flowchart of the Sudoku solver.
4. StringBuilder
This video explains the concept of the StringBuilder class.
5. Jagged Arrays Versus Multidimensional Arrays
This video illustrates the difference between jagged arrays and multidimensional arrays.
6. Dependency Injection
This video discusses the concept of dependency injection.
7. Interfaces
This video focuses on interfaces.
8. Abstract Classes
This video explains the concept of abstract classes.
9. Interfaces Versus Abstract Classes
This video illustrates the difference between interfaces with abstract classes.
10. Polymorphism
This video explains the concept of polymorphism.
11. Language Integrated Query (LINQ) Introduction
This video introduces the concept of LINQ.
12. Writing Sudoku File Reader
This video shows how to write the Sudoku file reader.
13. Writing Sudoku Mapper
This video shows how to write the Sudoku mapper.
14. Writing the Sudoku Board Displayer
This video shows how to write the Sudoku board displayer.
15. Writing the Sudoku Board State Manager
This video shows how to write the Sudoku board state manager.
16. Writing the Sudoku Solver Engine
This video shows how to write the Sudoku solver engine.
17. Writing the Simple Markup Strategy - Part 1
This video is the first part of the two-part video that explains how to write the simple markup strategy.
18. Writing the Simple Mark Up Strategy - Part 2
This video is the second part of the two-part video that explains how to write the simple markup strategy.
19. Writing the Naked Pairs Strategy - Part 1
This video is the first part of the two-part video that explains how to write the naked pairs strategy.
20. Writing the Naked Pairs Strategy - Part 2
This video is the second part of the two-part video that explains how to write the naked pairs strategy.
21. Fixing a Few Bugs
This video explains how to fix a few bugs in the program.
22. Writing the Program
This video shows how to write the program for the Sudoku solver.
23. Writing Unit Tests - Part 1
This video is the first part of the two-part video that explains how to write unit tests.
24. Writing Unit Tests - Part 2
This video is the second part of the two-part video that explains how to write unit tests.
6. Updates in C# 7

1. C# 7 Features
This video provides an overview of the C# features covered in the subsequent videos.
2. Out Variables
This video explains the out variables.
3. Throw Expressions
This video explains the concept of throw expressions.
4. Binary Literals Digit Separators
This video focuses on binary literals and digit separators.
5. Expression Bodies
This video discusses the concept of expression bodies.
6. Ref Locals and Returns
This video explains the concept of ref locals and ref returns.
7. Deconstruction
This video explains the concept of deconstruction.
8. Local Functions
This video discusses the concept of local functions.
9. Pattern Matching - Part 1
This video is the first part of the two-part video that explains how to match patterns.
10. Pattern Matching - Part 2
This video is the second part of the two-part video that explains how to match patterns.
11. Tuples
This video explains the concept of tuples.

With this course, you will learn the bare-bone basics of C# by building console applications from scratch. You will first develop the application and then test it to gain a solid understanding of C# fundamentals. You will also explore the latest features released in C# 7.

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