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!