The best Machine & Deep Learning books

The #1 book that got the most votes is "Understanding Machine Learning: From Theory to Algorithms" by Shai Shalev-Shwartz and Shai Ben-David. The book was first published in 2014 by Cambridge University aiming for students who want to learn the basics of Machine Learning and be familiar with all the important algorithms in this field.