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Full Stack AI Developer Roadmap
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Module 2
Databases and SQL Fundamentals
1
Database Normalization: 1NF, 2NF, and 3NF
Explain database normalization and apply normal forms (1NF, 2NF, 3NF)
2
Mastering SQL Queries: SELECT, WHERE, ORDER BY, and Aggregates
Write SQL queries using SELECT, WHERE, ORDER BY, and aggregate functions
3
Combining Data with INNER and LEFT JOINs
Combine data from multiple tables using INNER and LEFT JOINs
4
Mastering SQLAlchemy: Your ORM Guide
Explain the role of an ORM and set up SQLAlchemy in a Python project
5
SQLAlchemy ORM: CRUD Operations
Perform CRUD operations using SQLAlchemy ORM
6
Alembic Migrations
Implement database migrations using Alembic
7
MongoDB: Documents and Basic Aggregations
Perform document operations and basic aggregations in MongoDB
8
SQL vs. NoSQL: Choosing the Right Database
Choose between SQL and NoSQL databases based on use case requirements
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Python Programming Foundations
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Web Development with Python