| Topic | Description & Objectives | Resource |
|---|---|---|
| Fundamentals of Deep Learning | Neural Networks, Deep Learning, Learning Process (Backpropagation), and Optimizers |
Open |
| Lab 1: PyTorch Basics | PyTorch basics and tensor operations | Colab |
| Lab 2: Tabular Data with PyTorch | Tabular data with PyTorch | Colab |
| Exercise: Diamond Price Prediction | Build a neural network regressor to predict diamond prices using PyTorch | Colab |
| Exercise Solution | Solution for the diamond price prediction neural network regression exercise | Colab |
