Machine learning

This page is a collection of machine learning-related links.

• Interpretable Machine Learning an online book about making models explainable. In biology, often we want to use models to understand systems rather than blindly predict things about them, and intepretability of models is key to that.

• Feature engineering and selection: a practical approach for predictive models

• A visual introduction to machine learning A really nice demonstration of training a decision tree. This, and the second part on bias and variance, I think really capture the essence of machine learning.

• Deep learning online book

• Statistics vs machine learning