This week we'll cover the theoretical basis for validation - https://drive.google.com/file/d/19TE0ZncmYP5KLnFPaWzffWFxp6Zxvkjp/view?usp=sharing

GD can be  regarded as a solution of an optimization problem with regularization  https://drive.google.com/file/d/1-5cdIOWzMW7LNWhBTHundK02GLtc2jtj/view?usp=sharing

This week we will discuss the expressive power of neural networks
https://drive.google.com/file/d/1hUmpgFX1YW0yOSl3iXh2L_f7n1eRLrjS/view?usp=sharing.