- Chapter 1: perceptron algorithm
- Chapter 2: Activation Functions
| Topic | My Notes |
|---|---|
| Introduction to Neural Networks Summary | PDF Notes, PDF Notes |
| Implementing Gradient Descent | PDF Notes |
| Training Optimization | PDF Notes |
| Introduction to convolutional neural network | PDF Notes |
| Transfer Learning | PDF Notes |
| Weight Initialization | PDF Notes |
| Auto Encoders | PDF Notes |
| Hyper parameters | PDF Notes |
| Style Transfer | PDF Notes |
| Skin cancer | PDF Notes |
| RNN | PDF Notes |
| LSTM | PDF Notes |