Machine Learning

I was a teaching assistant for the Machine Learning course at IIT Gandhinagar under Prof. Nipun Batra.

I gave a lecture on automatic differentiation. To help students understand how automatic differentiation is used in actual machine learning frameworks, I also developed a toy neural network library.

Here is the code for the toy neural network library:

Here is the video recoding of my lecture: