- week 1 - Fundamentals of AI
- week 2 - Exploring Neural Network Architectures
- week 3 - Git & Python
- week 4 - Building first Neural Networks
- week 5 - Introduction to Pytorch
- week 6 - Backpropagation & Advanced Architectures
- week 7 - In depth Coding Practice
- week 8 - Batch Normalization & Regularization
- week 9 - Advanced Convolutions & Data Augmentation & Visualizations
- week 10 - Residual Connections & One Cycle Policy
- week 11 - CAMs, LRs, Optimizers
- week 12 - Pytorch Lightning & AI Application Development
- week 13 - YOLO & Object Detection
- week 14 - Dawn of Tranformers - I
- week 15 - Dawn of Tranformers - II
- week 16 - Transformer Architectures & Speeding them up
- week 17 - BERT, GPT, ViT