Ebook: Thoughtful machine learning with Python: a test-driven approach

Probably approximately correct software -- A quick introduction to machine learning -- K-nearest neighbors -- Naive Bayesian classification -- Decision trees and random forests -- Hidden Markov models -- Support vector machines -- Neural networks -- Clustering -- Improving models and data extraction -- Putting it together: conclusion.