These are my top3 books that are helping me learn deep learning!
1. Deep Learning
by Aaron Courville, Ian Goodfellow, and Yoshua Bengio
2. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
by Aurélien Géron
3. Pattern Recognition and Machine Learning
by Christopher M. Bishop