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Full Stack AI Developer Roadmap
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Module 3
Web Development with Python
1
Flask Fundamentals: Routing, Parameters, and Templates
Build a Flask application with routes, URL parameters, and Jinja2 templates
2
Handling Forms and Validating Input in Flask
Handle form submissions and validate user input in Flask
3
Session-Based Authentication & Password Hashing
Explain session-based authentication and the importance of password hashing
4
User Authentication and Protected Routes
Implement user registration, login, logout, and protected routes
5
RESTful API Fundamentals
Explain RESTful API principles: resources, HTTP verbs, and status codes
6
Building RESTful APIs with Flask-RESTful and CRUD Operations
Build a RESTful API supporting CRUD operations using Flask-RESTful
7
Securing APIs with CORS and JWT
Configure CORS and implement JWT-based API authentication
8
API Error Handling and Data Validation
Validate request data and handle API errors with appropriate status codes
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Databases and SQL Fundamentals
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Mathematics for Machine Learning