Hands-on Machine Learning also introduces you semi-supervised learning, a machine learning technique used when you want to perform supervised learning but your training/testing data is unlabeled.

Stefanie Molin's new book, “Hands-On Data Analysis with Pandas" is about using the powerful pandas library to get started with machine learning in Python.