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Description Learn the process of complete App development knowing the use of GraphQL, Prisma, Node, and React through the App Development Complete Diploma (GraphQL Prisma Node & React) course. Its contents aim to teach you the core aspects of app development so that you can establish your career learning all good of this course must. The course teaches you the functions of GraphQL, a query language for API so that you can learn how to build GraphQL server with Prisma, create a frontend CRUD App with React and Apollo Client, and upload files in GraphQL, Prisma, and React application. The App Development Complete Diploma (GraphQL Prisma Node & React) course will also teach you how to execute error handling in Prisma and React, develop your performance in React application, open Prisma and React application to Heroku, set page number in Prisma and React Appolo application, and accomplish web mark in GraphQL and Prisma. It will also teach how to execute, create, delete, and update data through CURD in Prisma and so many other effective features of app development. Look and learn its effective contents to become better app developer. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? App Development Complete Diploma (GraphQL Prisma Node & React) is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our App Development Complete Diploma (GraphQL Prisma Node & React) is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Big Picture of Prisma Prisma generates GraphQL API for your datamodel FREE 00:03:00 Connect your resolvers to Prisma API 00:03:00 What is Prisma Query Engine 00:01:00 What is DataModeling in Prisma 00:02:00 What databases are supported by Prisma 00:01:00 What is Prisma Cloud 00:02:00 VS Code Setup FREE 00:03:00 Setting up Prisma 00:11:00 Build GraphQL server with Prisma Update Prisma Data Model 00:12:00 Setup GraphQL server with Prisma 00:13:00 Setup env variables for Primisa endpoint 00:04:00 CRUD in Prisma Create Data Model in Prisma 00:04:00 Fetch Records from Database 00:10:00 Create, Update and Delete Record in Prisma 00:15:00 Create Frontend CRUD App with React and Apollo Client Create Apollo client in React Application 00:07:00 Connect Apollo Client to React 00:05:00 Fetch Data using Apollo Query Component 00:12:00 Understanding render Prop pattern in React 00:09:00 Creating Forms in React 00:10:00 Send GraphQL Mutation from React Component 00:10:00 Updating Apollo Cache After Mutation 00:10:00 Adding Routing with React Router 00:09:00 Render List items to Bootstrap card component 00:01:00 Query for Single Record 00:12:00 Edit Record using update Mutation 00:10:00 Mutation for Delete Record in React Apollo 00:08:00 Authentication in Prisma and GraphQL Restructure the resolver functions into separate folder 00:04:00 Signup User in Prisma and GraphQL 00:12:00 Login User in Prisma and GraphQL 00:07:00 Apply Authentication on Resolvers 00:09:00 Authentication in React Apollo Client Application Send Login Request from Frontend App 00:12:00 Save Token to LocalStorage after LoggedIn 00:03:00 Implement Logout User 00:08:00 Require Authentication on Edit and Delete 00:03:00 Implement Signup User on Frontend 00:12:00 Protect Routes in React using React Router 00:09:00 Add Authorization header to every request in React Apollo Client 00:13:00 Error Handling Create Error Message Component to render Errors 00:07:00 Adding Spinner for Loading Data 00:05:00 Pagination in Prisma and React Apollo Application Paginate List fo records of Prisma 00:06:00 Count all Records using Prisma Connection Query 00:15:00 Create Pagination Controls in Frontend Application 00:06:00 Implement Pagination in React Application 00:12:00 Filtering Records in Prisma 00:04:00 Create Search Course Component 00:05:00 Execute Search Query and display courses 00:10:00 Apply Sorting on the Records 00:07:00 Update Cache after creating records 00:03:00 Fix Cache after Delete Records 00:03:00 Optimistic UI In React Apollo Application Improve UI Performance using Optimistic UI in React Apollo 00:06:00 GraphQL Subscription Project Setup Deploy Prisma and React Application to Heroku Deploy Prisma Project to Heroku 00:13:00 Deploy React Project to Heroku 00:14:00 Subscriptions in Prisma and React Apollo Application GraphQL Subscription Project Setup 00:06:00 Prisma Subscription Demo 00:07:00 Creating Subscription in Prisma GraphQL Server 00:05:00 Subscription in React using Apollo Client 00:13:00 State Management in React Application using Apollo Link Setup Apollo Link State 00:05:00 Fetch Records from Apollo State using Query 00:06:00 Create Task Form Component 00:05:00 Save new Record in Apollo Link State 00:11:00 Update Cache using Fragments 00:11:00 Filter Tasks on the based on Status Value 00:16:00 File Upload in Prisma and React Setup Local Development Server with Prisma and Docker 00:09:00 File Upload Demo with Prisma and React 00:14:00 Bonus: React Fundamentals Create React App using create-react-app cli 00:02:00 Creating React Element 00:05:00 Creating Nested React Elements 00:08:00 How React uses React Elements to Create Virtual DOM 00:01:00 What is DOM 00:03:00 What is Virtual DOM 00:05:00 What are Components in React 00:04:00 Create Component in React 00:06:00 Adding Props Validations 00:03:00 Create Nested Components in React 00:05:00 Create State in React Component 00:08:00 Update Component State using Events 00:08:00 Iterate Array and render Components 00:05:00 Pass Function Parent to Child Component 00:09:00 Convert React Components to JSX 00:09:00 State in React Component 00:05:00 Shallow Merging with setState 00:06:00 Use Props PropTypes and default Props in React Component 00:06:00 Create Stateless Component in React 00:04:00 Communicate with Parent and Child Component 00:07:00 What are LifeCycle Methods in React Component 00:01:00 Types and Phases of LifeCycle Methods 00:04:00 LifeCycle Mounting Methods in Action 00:09:00 LifeCycle Updating Methods in Action 00:07:00 Handling Errors with componentDidCatch 00:08:00 Bonus: GraphQL Basics What is GraphQL 00:04:00 What is GraphQL Query 00:03:00 Arguments in GraphQL Query 00:01:00 Required Arguments in Query 00:02:00 GraphQL Schema and Types 00:04:00 Aliasis in GraphQL 00:02:00 Nested Fields 00:02:00 Operations in GraphQL 00:02:00 Variables in GraphQL 00:04:00 Create Mutations 00:03:00 Directives in GraphQL 00:02:00 Certificate and Transcript Order Your Certificates and Transcripts 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Overview In an era dominated by the digital realm, creating seamless mobile and web applications is more essential than ever. Introducing our 'Mobile and Web Development with Ionic & Angular JS' course. This comprehensive course not only introduces you to the riveting domain of web development but also delves deep into the intricacies of Ionic & Angular JS, two of the most sought-after technologies in the industry. Whether you're an aspiring developer or a technophile keen on understanding the digital fabric that shapes our online experiences, this course will enlighten, inspire, and equip you with the requisite skills to craft intuitive applications. You'll be guided through every step across the extensive curriculum, beginning with a brief introduction, from initial setup to rigorous testing. But the crux of this course lies in its focus on CSS components - a vital aspect ensuring that the aesthetics and functionality of your applications remain top-notch. By the end, you'll not only grasp the fundamentals but will also be poised to harness the power of Ionic & Angular JS in innovating and redefining web landscapes. Learning Outcomes Comprehend the foundational principles of mobile and web development. Gain proficiency in setting up Ionic & Angular JS environments. Master the art of effective testing for robust application development. Delve deep into the nuances of CSS components to enhance application aesthetics. Understand the integration of Ionic & Angular JS for seamless development. Innovate and design solutions tailored to specific web and mobile challenges. Elevate your coding prowess to produce high-quality, user-friendly applications. Why buy this Mobile and Web Development with Ionic & Angular JS? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Mobile and Web Development with Ionic & Angular JS there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Mobile and Web Development with Ionic & Angular JS course is ideal for Aspiring web and mobile application developers. Digital enthusiasts eager to unravel the workings of Ionic & Angular JS. Individuals keen on enhancing their digital portfolio with advanced tools. Web designers aiming to integrate coding into their skill set. Entrepreneurs looking to understand the technicalities behind mobile and web applications. Prerequisites This Mobile and Web Development with Ionic & Angular JS does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Mobile and Web Development with Ionic & Angular JS was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Web Developer: Average UK salary of £30,000 - £45,000 Annually Mobile Application Developer: Average UK salary of £28,000 - £42,000 Annually UI/UX Designer: Average UK salary of £32,000 - £47,000 Annually Front-end Developer: Average UK salary of £27,000 - £40,000 Annually Back-end Developer: Average UK salary of £31,000 - £50,000 Annually Full Stack Developer: Average UK salary of £35,000 - £55,000 Annually Course Curriculum Section 01: Introduction Introduction to the Course 00:04:00 Section 02: Setup & Testing Setup 00:13:00 iOS Debug 00:05:00 Section 03: CSS Components Header & Sub Header 00:05:00 Footer 00:06:00 Buttons 00:15:00 List 00:14:00 Cards 00:10:00 Forms 00:15:00 Toggle 00:08:00 Checkbox 00:06:00 Radio Button List 00:04:00 Range/Slider 00:09:00 Select/Dropdown 00:03:00 Tabs 00:15:00 Grid 00:16:00 Section 04: Resource Resource 00:00:00 Assignment Assignment - Mobile and Web Development with Ionic & Angular JS 00:00:00 Testing For Desktop & Android 00:11:00

In this course, you will learn how to create an AAA-looking scene in Unreal Engine 5 from scratch. This class is not for beginners; therefore, no basics of Unreal Engine 5 will be covered. You should be able to know how to navigate and have basic knowledge of the Unreal Engine 5 Interface.

Get ready for an exceptional online learning experience with the C ++, Javascript, HTML, SQL, PHP & Web Development bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The C ++, Javascript, HTML, SQL, PHP & Web Development is a dynamic package, that blends the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the C ++, Javascript, HTML, SQL, PHP & Web Development package has something for everyone. As part of the C ++, Javascript, HTML, SQL, PHP & Web Development package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the C ++, Javascript, HTML, SQL, PHP & Web Development bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following CPD Accredited Courses: C++ Programming for Absolute Beginners Computer Vision By Using C++ and OpenCV with GPU support Basic C# Coding Refactor Javascript Basic Asynchronous JavaScript Javascript for Data Structures Basic HTML 5 HTML Web Development Crash Course Microsoft SQL Server Development for Everyone Learn to Build a Complete CMS Blog in PHP MySQL Bootstrap & PDO PHP and MySQL Training 2022: Build 5 Real-World Projects PHP for Beginners 2023 Guide: Develop an ECommerce Store PHP and MySQL Training Masterclass 2023 Easy to Advanced Data Structures jQuery: JavaScript and AJAX Coding Bible Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the C ++, Javascript, HTML, SQL, PHP & Web Development Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with C ++, Javascript, HTML, SQL, PHP & Web Development Bundle. Build a strong knowledge base in your chosen course via C ++, Javascript, HTML, SQL, PHP & Web Development Bundle. Benefit from the flexibility and convenience of online learning. With the C ++, Javascript, HTML, SQL, PHP & Web Development packages, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with C ++, Javascript, HTML, SQL, PHP & Web Development, a rich anthology of 15 diverse courses. Each course in the C ++, Javascript, HTML, SQL, PHP & Web Development bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisC ++, Javascript, HTML, SQL, PHP & Web Development bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the C ++, Javascript, HTML, SQL, PHP & Web Development bundle offers you the flexibility and convenience to learn at your own pace. Make the C ++, Javascript, HTML, SQL, PHP & Web Development package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The C ++, Javascript, HTML, SQL, PHP & Web Development bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Career path Unleash your potential with the C ++, Javascript, HTML, SQL, PHP & Web Development bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the C ++, Javascript, HTML, SQL, PHP & Web Developmentbundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Overview With the ever-increasing demand for Basics of Website Development in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Basics of Website Development may be. Learning about Basics of Website Development or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Basics of Website Development . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Basics of Website Development is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Basics of Website Development course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Basics of Website Development course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Basics of Website Development course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Basics of Website Development , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Basics of Website Development , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Basics of Website Development , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Basics of Website Development course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Chapter 1 Sales Letter Websites Chapter 1 Sales Letter Websites 00:00 Chapter 3 Adsense Websites Chapter 3 Adsense Websites 00:00 Chapter 2 Content Driven Websites Chapter 2 Content Driven Websites 00:00

***Want to Unlock the Secrets of Data? Become a Database Mastermind!*** The world runs on data, and Database Administrators (DBAs) are the heroes behind the scenes ensuring its smooth operation. Database administrators in the UK are in high demand, with an average salary of £41,501 per year. The job market is expected to grow by 9% in the next few years, so now is a great time to start a career as a database administrator. As a database administrator, you will be responsible for the design, implementation, and maintenance of databases. You will also be responsible for ensuring the security and integrity of the data. If you are interested in a challenging and rewarding career in technology, then database administration is a great option for you. Our Database Administrator course starts with the basics of Database Administrator and gradually progresses towards advanced topics. Therefore, each lesson of this Database Administrator course is intuitive and easy to understand. Learning Outcomes By the end of this Database Administrator course, you'll be able to: Install and configure MySQL Server and MySQL Workbench. Create, manage, and manipulate databases and tables using SQL. Insert, update, and delete data efficiently. Design and implement database relationships to ensure data integrity. Utilize aggregate functions to summarize and analyze data. Reverse engineer existing databases and forward engineer data models. Why would you choose the Database Administrator course from Compliance Central: Lifetime access to Database Administrator course materials Full tutor support is available from Monday to Friday with the Database Administrator course Learn Database Administrator skills at your own pace from the comfort of your home Gain a complete understanding of Database Administrator course Accessible, informative Database Administrator learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Database Administrator Study Database Administrator in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Database Administrator Course Database Administrator Curriculum Breakdown of the Database Administrator Course Unit 01: Introduction Gain foundational knowledge of MySQL Server and databases, including installation and initial setup. Module 01: Introduction to MySQL Server and Databases Module 02: Download and Install MySQL Server and MySQL Workbench Unit 02: Manipulating Tables and Data - CRUD Operations Learn to manage databases through creating, reading, updating, and deleting (CRUD) data in SQL and MySQL Workbench. Module 01: Connect and Create a Database Module 02: Drop or Remove Database Module 03: Create an SQL Database Table Module 04: Insert Data into the Table with SQL Script Module 05: Insert Data into the Table with Workbench Module 06: Select Data from the Table with SQL Script Module 07: Select Data with Filters Module 08: Update Data in the Table Module 09: Delete Data from the Table Module 10: Reverse Engineer Database into Model Module 11: Forward Engineer Data Model into Database Unit 03: Relationships and Foreign Keys Understand and implement relationships, foreign keys, and normalization in databases, enhancing data integrity and querying capabilities.ys Module 01: What are Relationships, Foreign Keys and Normalization? Module 02: Create Relationships with Data Modeling Module 03: Create Relationships with Workbench Table Design Tool Module 04: Insert Records in Related Tables Module 05: Run Queries on Related Tables (Inner Joins) Module 06: Left, Right and Cross-Joins Unit 04: Aggregate Functions Explore aggregate functions to perform calculations on data sets, including grouping, averaging, counting, and summing data. Module 01: Grouping Data using SQL GROUP BY Clause Module 02: SQL AVG Aggregate Function Module 03: SQL COUNT Aggregate Function Module 04: SQL MIN & MAX Aggregate Functions Module 05: SQL SUM Aggregate Function Module 06: Splitting Groups using HAVING Clause CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Database Administrator course is ideal for: Individuals with an interest in data management and database systems. IT professionals seeking to expand their skillset and transition into a Database Administrator role. Business analysts who want to gain a deeper understanding of data structures and manipulation techniques. Anyone passionate about building and maintaining robust and efficient databases. Those looking to enhance their career prospects in the ever-growing field of data. Requirements To enrol in this Database Administrator course, all you need is a basic understanding of the English Language and an internet connection. Career path A successful career as a Database Administrator can open doors to exciting opportunities. Here are some potential career paths to consider: Database Administrator Database Analyst Database Architect Data Warehouse Specialist Business Intelligence Analyst Data Scientist (with further specialization) Database Security Specialist Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Android Studio Taster Course. Brilliant for a beginner to get started quickly. introduction to the Android Studio environment, to get you started. An interesting and fun session. Hands-on, Practical Course, Instructor-led. 1 hour In our London classroom or online with Gotomeeting.com

Dive deep into the world of ChatGPT with our ChatGPT Masterclass. From basic functionalities to advanced applications across various domains, this course equips you with the knowledge to leverage ChatGPT effectively. Enhance your professional skills, academic pursuits, and personal projects by mastering ChatGPT today. Learning Outcomes Understand the mechanics behind ChatGPT’s responses. Create precise and effective prompts for ChatGPT. Utilize ChatGPT for creative and technical writing. Leverage ChatGPT for educational support and learning. Integrate ChatGPT with Microsoft Excel for data management. Employ ChatGPT to achieve professional excellence. Explore practical and innovative ChatGPT prompts. Implement ChatGPT strategies in social media marketing. Understand the capabilities of ChatGPT Plus and New Bing. Course Curriculum Module 01: Getting Started with ChatGPT Introduction to ChatGPT: Basics of how to interact with and utilize ChatGPT effectively. Module 02: Understanding ChatGPT How ChatGPT Works: Insights into the AI and machine learning principles powering ChatGPT. Module 03: Crafting Effective ChatGPT Prompts: A Guide Prompt Engineering: Techniques for developing precise prompts that generate desired outcomes. Module 04: Writing with ChatGPT Creative and Technical Writing: Using ChatGPT to assist with various writing tasks and projects. Module 05: ChatGPT for Students Educational Applications: How students can use ChatGPT for studying, research, and homework assistance. Module 06: ChatGPT for MS Excel Excel Integration: Harnessing ChatGPT for automating tasks and analyzing data in Microsoft Excel. Module 07: ChatGPT for Professional Excellence Career Development: Applying ChatGPT in professional settings for communication, problem-solving, and innovation. Module 08: Useful ChatGPT Prompts Practical Prompts: A collection of effective ChatGPT prompts for various uses. Module 09: Social Media Marketing with ChatGPT Marketing Strategies: Leveraging ChatGPT for content creation, customer engagement, and campaign management. Module 10: ChatGPT Plus and New Bing Advanced Features: Exploring the enhanced capabilities and applications of ChatGPT Plus and New Bing. Module 11: ChatGPT in Personal Life Everyday Uses: Practical ways to incorporate ChatGPT into daily personal tasks and activities. Module 12: The Future with ChatGPT Looking Ahead: Discussing potential future developments in ChatGPT technology and its implications for various sectors.

Master NGINX, a powerful web server and load balancer, to build and manage high-performance, scalable, and secure web applications.

Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00