Text Book
Hands-On Mathematics for Deep Learning: Build a solid mathematical foundation for training efficient deep neural networks by Jay DawaniHomeworks
- Homework Chapter 1
- Least Squares and LU Decomposition
- Homework Chapter 2
- Homework Chapter 3
- Homework Chapter 3.1 (MLE and Bayes)
- Homework Chapter 4
- Homework Chapter 5
- Homework Chapter 6