Materials for KAUST stage 2 2025
Day | Topics | Lectures | Labs | Open in Colab | Solutions |
---|---|---|---|---|---|
Day 1 | Linear Regression | Linear Regression Lecture |
Linear Regression Basics Linear Regression Advanced |
|
Coming soon |
Day 2 | Classification | Classification Lecture |
Logistic Regression Basics Classification Advanced |
|
Coming soon |
Day 3 | Neural Networks | Neural Networks Lecture |
Neural Networks with NumPy Neural Networks with PyTorch |
|
Coming soon |
Day 4 | Advanced Topics | Advanced Topics Lecture |
DCT Compression Logistic Regression with PyTorch AutoEncoders |
|
Coming soon |