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Recommended books

(Probably*) the best books in the field:

  • Mathematics for Machine Learning (Deisenroth)
  • Understanding Deep Learning (Prince)
  • Deep Learning: Foundations and Concepts (C. & H. Bishop)
  • Pattern Recognition and Machine Learning (C. Bishop)
  • The Elements of Statistical Learning (Hastie, Tibshirani, Friedman)

* Terms and conditions apply