Python for AI Class 14 | Data Management with PostgreSQL, MongoDB, SQL Alchemy, Pandas & Alembic

Welcome back to Python for AI Series Beginner to Advanced

In this Class 14, we will learn Data Management for AI Engineers and understand how professional AI applications store, manage, and process data.

An AI application is not only about models real AI systems need databases, data processing, and proper data management.

In this video, you will learn:

What is PostgreSQL and why AI engineers use SQL databases
PostgreSQL explained with real-world examples
What is MongoDB and how NoSQL databases work
SQL vs NoSQL difference for AI projects
SQLAlchemy Python database connection library
Alembic database migrations explained
Pandas DataFrame basics for AI data processing
Libraries covered:
PostgreSQL
MongoDB
SQLAlchemy
Alembic
Pandas

Previous Class: https://youtu.be/eJ3ZCSZHWQQ?si=XgEUx0P8V2R-D3Gp
We learned essential AI backend libraries:
Pydantic
Pydantic Settings
FastAPI
Celery
Dotenv

After watching this class, you will understand how data flows inside real world AI applications and how databases become the backbone of AI systems.

#pythonforai #aiengineer #machinelearning #pythonlibraries #python #databases, #postgresql, #mongodb, #pandas

Видео Python for AI Class 14 | Data Management with PostgreSQL, MongoDB, SQL Alchemy, Pandas & Alembic канала Emaan