A First Course in Machine Learning
Simon Rogers and Mark Girolami: Accompanying material
Chapman & Hall/CRC, ISBN-13: 978-1439824146

Matlab demos
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9