Required Texts & Materials

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Suggested Texts

No textbook is required for this course. The following books are suggested ones:

  • Andreas C. Müller and Sarah Guido, Introduction to Machine Learning with Python, 2016.
  • Ethem Alpaydin, Introduction to Machine Learning, Third Edition, 2014.
  • Kevin P. Murphy, Machine Learning: A Probabilistic Perspective, 2012.
  • Shai Shalev-Shwartz and Shai Ben-David, Understanding Machine Learning: From theory to algorithms, 2014.