Christopher Bishop, a Technical Fellow at Microsoft Research, has released his textbook Pattern Recognition and Machine Learning as a free PDF download.

The book is a bit older, published in 2006, but it stills contains some great information. Some of the topics covered include:

  • Probability Distributions
  • Regression
  • Classification
  • Neural Networks
  • Ensemble Models
  • K-Means Clustering
  • and many more….

Happy Reading!