Free books:
- Mining of Massive Datasets
- An Introduction to Statistical Learning (with applications in R)
- Deep Learning
- Bayesian methods for hackers
- Understanding Machine Learning: From Theory to Algorithms
- Deep Learning Tutorial
- Scikit-Learn Tutorial: Statistical-Learning for Scientific Data Processing
- Machine Learning (An Algorithmic Perspective)
- Building Machine Learning Systems with Python