Dept. of AI, IITH
Foundations of Machine Learning
July-Dec 2024

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Materials

Foundations of Machine Learning

  • Introduction to Statistical Learning textbook by Gareth James et al.
  • PR and ML book by Christopher M Bishop
  • Understanding ML: From Theory to Algorithms book by Shai Shalev-Shwartz et al.

Department of Artificial Intelligence
IIT Hyderabad, India

  • ai.iith.ac.in/