Programming Fundamentals (Python & JavaScript)

Module 1

Data Structures & Algorithms for AI

Module 2

Machine Learning & Deep Learning Fundamentals

Module 3

Neural Networks & TensorFlow/PyTorch

Module 4

Computer Vision & Image Processing

Module 5

Natural Language Processing & LLMs

Module 6

Frontend Development (React, Vue.js)

Module 7

Backend Development (Node.js, FastAPI, Django)

Module 8

Database Design & Vector Databases

Module 9

AI Model Deployment & MLOps

Module 10

Cloud Computing & AI Services (AWS, Azure)

Module 11

Capstone Project: Full Stack AI Application

Module 12