ML

  • andrew-ng-machine-learning-yearning
  • Python for Data Analytics
  • Artificial Intelligence-A Modern Approach (3rd Edition) (For CS6601)
  • Bishop - Pattern Recognition And Machine Learning - Springer 2006 (For CS6601)
  • Ace data science interview
  • ML system design by ByteByteGo
  • GenAI system design by ByteByteGo
  • Hackerrank
  • Element of Statistical Modelling
  • Approaching (Almost) Any Machine Learning Problem
  • The Beginning of Infinity∞

CS

  • Efficient Python
  • Fluent Python
  • Leetcdoe 75
  • Think Python How to Think Like a Computer Scientist by Allen B. Downey
  • A-First-Course-in-Graph-Theory

Certificate

  • Building RAG Agents with LLMs - Nvidia
  • Generative AI with Diffusion Models - Nvidia