I firmly believe that in order to understand something completely, you have to build it on your own from scratch. I used to do gradient calculation analytically, and thought that autograd was some ...

This is an introductory course on Machine Learning (ML) that is offered to undergraduate students. The contents are designed to cover both theoretical and practical aspects of several well-established ...