Books

  • pdf Vapnik, V. (1998) The Nature of Statistical Learning Theory
  • pdf Bishop, C. (2006) Recognition and Machine Learning
  • website Ian Goodfellow and Yoshua Bengio and Aaron Courville (2016) Deep Learning
  • pdf Russel, S. & Norvig. P. (2020) Artificial Intelligence: a Modern Approach
  • pdf Richard S. Sutton and Andrew G. Barto (2014) Reinforcement Learning: an Introduction

Additional Course Materials

If you are not familiar with Python programming:

  • Youtube: Full Python course for Beginners by freeCodeCamp.org
  • Online tutorials: Hands-on tutorials for beginners.