models
support vector machines
linear regression
jupyter notebooks in the “Machine Learning with scikit-learn” series, by Jake Vanderplas:
Deep Learning (MIT Press, complete book online), by Ian Goodfellow, Yoshua Bengio & Aaron Courville
Neural Networks & Deep Learning (complete book online) by Michael Nielson