A First Encounter with Machine Learning (2011) [pdf]

All the figures in this book is missing (or at least up to the end of first chapter that I've read). Anyone knows where I can find the figures?

Plenty of good topics in here, but it's interesting to see how things have changed since 2011. From the preface:

"Although there is currently no system which can recognize even in the order of 1000 object categories (the best system can get about 60% correct on 100 categories), the fact that we pull it off seemingly effortlessly serves as a “proof of concept” that it can be done."