8 Machine Learning Books For Beginners.

Machine learning – 4 books in 1 by Samuel Hack.

Mathematics for Machine Learning by Marc Peter Deisenroth.

Machine Learning for Dummies by John Paul Mueller and Luca Massaron.

Linear algebra for Machine learning by Charu C. Aggarwal.

Programming Collective Intelligence by Toby Segaran.

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron.

Machine Learning for Hackers by Drew Conway and John Myles White.

Machine Learning for Absolute Beginners by Oliver Theobald.