Study Material

A compilation of interesting & important materials useful in Computer Science.

Machine Learning

• Courses
  • COL774(ML), CS229(ML), CS221(AI), CS224N(NLP), CS224W(Graph ML), CS230(DL), CS231N(CV)
• Books
  • Pattern Recognition & Machine Learning by Christopher Bishop
  • Deep Learning by Ian Goodfellow

Interview Preparation

• Coding
  • Leetcode, Interviewbit, GeeksforGeeks
• Quant
  • Brainstellar, Puzzles, Puzzles(GFG), 50 Challenging Problems in Probability, Heard on the Street, A Practical Guide to Quantitative Finance Interviews, Zetamac
• Finance
  • Options, Futures & Other Derivatives by John C Hull, Option Volatility and Pricing Strategies by Sheldon Natenberg