Deep Learning: A Visual Approach is a also a good book. It introduces the ideas from the bacis to advanced. However, I just read the part four Beyond the Basicthat from chapter 16 to 22. It gives me a roughly review for Convolutional Neural Networks, Autoencodes, Recurrent Neural Networks, Reinforcement Learning, Generative Adversarial Networks. The first three parts introduce the basic ideas of Deep Learning and it's worth to read for beginner.