To get started with Machine Learning, here are some notes from my sophomore year

  1. Getting Started With ML

  2. What even are RAGs Saw Sony Research asking for RAGs for undergrad research positions, hence this.

  3. Positional Encoding in Transformers

  4. IDL by Alexander Amini Notes

  5. Initializations in Deep Learning

  6. Summary of some Netflix Tech Blogs

  7. Exploring Recurrent Neural Networks, will be shifted to the repo soon

  8. BSoC Summary Sheet, whish was a fun toned down ML Primer for sophomores

  9. Linear Least Squares Method

  10. Stock Price Regressor at IITK

Last updated: July 1, 2025