Learning Path
Our 12-module curriculum is designed to transform students from beginners to confident AI practitioners.
1
Foundational Concepts
- AI Ethics & Philosophy
- Math for Machine Learning
- Python & Jupyter Basics
2
Supervised Learning
- Linear Regression Fundamentals
- Classification Algorithms
- Overfitting & Validation
3
Neural Networks
- Perceptrons & Activation Functions
- Backpropagation Fundamentals
- PyTorch Implementation
Full Learning Journey
Module 1
Module 2
Module 3
Module 4
Module 5
Module 6
Module 7
Module 8
Module 9
Module 10
Module 11
Module 12