Third on our list is Deep Learning Illustrated by Jon Krohn, Grant Beyleveld, and AGNIESZKA MIKOLAJCZAK ​​This visually stimulating guidebook offers readers highly illustrated content that makes complex mathematical concepts easier to comprehend. It covers various aspects of machine learning such as artificial neural networks, unsupervised deep learning, convolutional neural nets, recurrent neural nets, autoencoders and generative models.