Free Books about Machine Learning and Data Science

Source: Deep Learning on Medium


Go to the profile of Frank Cieslik

# this is just a short bookmark list of free books about machine learning and some data science i found recently

The Hundred-Page Machine Learning Book
Andriy Burkov

Supervised and unsupervised learning, support vector machines, neural networks, ensemble methods, gradient descent, cluster analysis and dimensionality reduction, autoencoders and transfer learning, feature engineering and hyperparameter tuning! Math, intuition, illustrations, all in just a hundred pages!

http://themlbook.com/wiki/doku.php?id=start


Mathematics for Machine Learning
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong

Mathematical foundations and example machine learning algorithms that use the mathematical foundations.






.. to be continued