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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

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 This comprehensive course on Data Science with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science with Python comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Data Science with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 3 sections • 6 lectures • 01:15:00 total length •Module 01: Introduction to Python Data Science: 00:03:00 •Module 02: Environment Setup: 00:10:00 •Module 01: Numpy package for calculations: 00:16:00 •Module 02: Panda package for Data cleaning: 00:19:00 •Module 01: Matplotlib Data Visualization Part 1: 00:16:00 •Module 02: Matplotlib Data Visualization Part 2: 00:11:00

Overview This comprehensive course on Cocos2d-x v3 JavaScript: Game Development will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Cocos2d-x v3 JavaScript: Game Development comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Cocos2d-x v3 JavaScript: Game Development. It is available to all students, of all academic backgrounds. Requirements Our Cocos2d-x v3 JavaScript: Game Development is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 16 sections • 86 lectures • 07:22:00 total length •What Is Cocos2d-x JavaScript?: 00:03:00 •Setting Up For iOS: 00:09:00 •Setting Up For Android on Mac: 00:12:00 •Setting For Android on Windows: 00:13:00 •Setting Up For the Web: 00:07:00 •Multi Resolution Support: 00:18:00 •Adding a Sprite: 00:07:00 •Positioning Using MoveTo: 00:05:00 •Positioning Using MoveBy: 00:06:00 •Positioning Using JumpTo: 00:03:00 •Positioning Using JumpBy: 00:04:00 •Positioning Using BezierTo: 00:04:00 •Positioning Using BezierBy: 00:04:00 •Positioning Using Place: 00:04:00 •Repeat: 00:04:00 •RepeatForever: 00:04:00 •Scaling Using ScaleTo: 00:04:00 •Scaling Using ScaleBy: 00:04:00 •Tinting Using TintTo: 00:04:00 •Tinting Using TintBy: 00:04:00 •Fading Using FadeTo: 00:04:00 •Fading Using FadeIn: 00:03:00 •Fading Using FadeOut: 00:03:00 •Skewing Using SkewTo: 00:05:00 •Skewing Using SkewBy: 00:04:00 •Rotating Using RotateTo: 00:03:00 •Rotating Using RotateBy: 00:03:00 •Sequence: 00:04:00 •Playing Sound Effects: 00:07:00 •Playing Sound Effects Repeatedly: 00:03:00 •Setting Sound Effect Volume: 00:03:00 •Stopping Sound Effects: 00:05:00 •Playing Music: 00:05:00 •Stopping Music: 00:05:00 •Pausing and Resuming Music: 00:05:00 •Setting Music Volume: 00:03:00 •Setting Up Single Touch Events: 00:05:00 •Single Touch Began: 00:06:00 •Single Touch Moved: 00:04:00 •Single Touch Ended: 00:04:00 •Setting Up Multi Touch Events: 00:03:00 •Multi Touch Began: 00:04:00 •Multi Touch Moved: 00:03:00 •Multi Touch Ended: 00:04:00 •Setting up Mouse Events: 00:03:00 •Mouse Button Pressed: 00:03:00 •Mouse Button Released: 00:03:00 •Mouse Moved: 00:03:00 •Mouse Wheel Scrolled: 00:03:00 •Setting up Keyboard Events: 00:03:00 •Keyboard Key Pressed: 00:04:00 •Keyboard Key Released: 00:04:00 •Setting up Accelerometer Events: 00:05:00 •Using the Accelerometer: 00:04:00 •Setting up A Menu: 00:02:00 •Adding a Menu Font Item: 00:07:00 •Adding a Menu Image Item: 00:05:00 •Menu Alignment: 00:03:00 •Creating a New Scene: 00:03:00 •Pushing a Scene: 00:06:00 •Popping a Scene: 00:04:00 •Replacing a Scene: 00:04:00 •Scene Transitions: 00:05:00 •Node Action Animations: 00:05:00 •Scheduling: 00:07:00 •Debug Information: 00:05:00 •Remove Child: 00:05:00 •LabelTTF: 00:05:00 •LabelAtlas: 00:05:00 •LabelBMFont: 00:07:00 •UIButton: 00:07:00 •UICheckBox: 00:09:00 •UIImageView: 00:04:00 •UILabelAtlas: 00:06:00 •UILabelBMFont: 00:06:00 •UILabel: 00:04:00 •UIListView: 00:10:00 •UILoadingBar: 00:09:00 •UIRichText: 00:08:00 •UIScrollView: 00:08:00 •UISlider: 00:09:00 •UITextField: 00:10:00 •UILayout: 00:07:00 •UIPageView: 00:11:00 •Resource: 00:00:00 •Assignment - Cocos2d-x v3 JavaScript: Game Development: 00:00:00

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

Overview This comprehensive course on Spatial Data Visualization and Machine Learning in Python Level 4 will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Spatial Data Visualization and Machine Learning in Python Level 4 comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Spatial Data Visualization and Machine Learning in Python Level 4. It is available to all students, of all academic backgrounds. Requirements Our Spatial Data Visualization and Machine Learning in Python Level 4 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 8 sections • 21 lectures • 04:40:00 total length •Introduction: 00:14:00 •Python Installation: 00:03:00 •Installing Bokeh: 00:04:00 •Data Preparation: 00:24:00 •Creating a Bar Chart: 00:18:00 •Creating a Line Chart: 00:12:00 •Creating a Doughnut Chart: 00:22:00 •Creating a Magnitude Plot: 00:31:00 •Creating a Geo Map Plot: 00:20:00 •Creating a Grid Plot: 00:12:00 •Data Pre-processing: 00:21:00 •Building a Predictive Model: 00:21:00 •Building a Prediction Dataset: 00:07:00 •Adding predicted data to our plots - Part 1: 00:13:00 •Adding predicted data to our plots - Part 2: 00:14:00 •Adding predicted data to our plots - Part 3: 00:15:00 •Adding the Grid Plot: 00:08:00 •Installing Visual Studio Code: 00:01:00 •Creating the Project and Virtual Environment: 00:08:00 •Building and Running the Server: 00:12:00 •Resources: 00:00:00

Description Register on the A Beginner Crash Course on ChatGPT today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The A Beginner Crash Course on ChatGPT course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With This Course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post. Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Course Content Sign Up For An OpenAI Account Sign up for an OpenAI Account 00:01:00 What Can ChatGPT Do For You? Using ChatGPT for language translation 00:04:00 Using ChatGPT for Asking Questions 00:03:00 Code generation and code debugging with ChatGPT 00:02:00 Creating social media posts with ChatGPT 00:08:00 Blogging Articles and Editing 00:04:00 Using ChatGPT for Letters and Resumes 00:05:00 ChatGPT For Business Generating Business Ideas 00:05:00 Do marketing Research 00:16:00 Generate Marketing Ideas 00:04:00 Provide an agreement for writing service 00:02:00 ChatGPT For Teaching ChatGPT for Teaching (Accounting) 00:03:00 Solve a Math Question 00:01:00 Create Short Story 00:04:00 Role Play 00:02:00 Write article 00:07:00 Write a speech 00:09:00 Write a Conversation 00:02:00 ChatGPT For Research Suggest Research Ideas and Topics 00:03:00 Find creative titles for your article 00:04:00 Create an outline or structure for your paper 00:02:00 Summarization of Paper 00:22:00 Keyword Extraction 00:02:00 Plagiarism detection? (actually, not) 00:03:00 Limitations Of ChatGPT Limitations of ChatGPT part - 01 00:02:00 Limitations of ChatGPT part - 02 00:05:00 Will ChatGPT generate junk information to flood internet 00:06:00 Additional Videos Limitations of ChatGPT-Map function not included 00:03:00 List Outline for your book 00:01:00 My first Chat with ChatGPT, I love it! 00:22:00 Shorten or Summarize an article 00:01:00 Suggest a title for your Online publishing 00:12:00 Use ChatGPT as a dictionary 00:07:00 Using ChatGPT as Your Personal Secretary 00:06:00 Using ChatGPT for Buzz Word Explanation 00:03:00 Using ChatGPT for Word Definition 00:03:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.