AI in Action: Build a Python Teaching Website from Scratch

via Udemy

Udemy

4052 Courses


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Overview

Master AI and Python to Build, Design, and Launch Your Own Teaching Website

Syllabus

    - Introduction to the Course -- Overview of course objectives and outcomes -- Tools and technologies required -- Setting up the development environment - Introduction to Python Web Development -- Basics of web development with Python -- Overview of Flask and Django frameworks -- Creating a simple web application with Flask - Fundamentals of Artificial Intelligence -- Introduction to AI and Machine Learning concepts -- Overview of AI applications in web development -- Introduction to popular AI libraries: TensorFlow and PyTorch - Designing the Teaching Website -- Planning website structure and user experience -- Designing intuitive user interfaces -- Wireframing and UI design tools - Building the Backend -- Setting up a Flask project -- Creating RESTful APIs with Flask -- Integrating a database (SQL vs NoSQL options) - Developing AI-Powered Features -- Implementing a simple recommendation system -- Building a Python code auto-completion tool -- Adding voice recognition or chatbot capabilities - Frontend Development -- Introduction to HTML, CSS, and JavaScript -- Creating responsive designs with Bootstrap -- Integrating frontend with Flask backend - Deploying the Website -- Setting up a cloud server (AWS, Heroku, or similar) -- Deployment strategies and best practices -- Domain registration and DNS configuration - Testing and Debugging -- Writing unit and integration tests -- Debugging techniques for Python and JavaScript -- Performance optimization - Security Considerations -- Introduction to web security fundamentals -- Implementing user authentication and authorization -- Protecting against common web vulnerabilities - Enhancing User Engagement -- Implementing user feedback and analytics -- Gamification techniques for interactive learning -- Community building features (forums, user profiles) - Final Project -- Completing a fully-functional teaching website -- Presentation and peer review of projects -- Course wrap-up and next steps - Additional Resources and Further Learning -- Recommended books, tutorials, and online courses -- Communities and forums for continued learning -- Introduction to advanced AI and web development topics

Taught by

Neamatullah Ekhteyari


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