Notes for Pattern Recognition and Machine Learning

Jan 2021

Wufei Ma
Purdue University

My reading notes for Pattern Recognition and Machine Learning by Christopher Bishop. The book in PDF is available at microsoft.com.

• 1 Introduction
  • 1.1 Example: Polynomial Curve Fitting
  • 1.2 Probability Theory
  • 1.3 Model Selection
  • 1.4 The Curse of Dimensionality
  • 1.5 Decision Theory

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