Amazon - Deep Learning with Python: Chollet, Francois: 9781617294433: Books

PART 1 - FUNDAMENTALS OF DEEP LEARNING What is deep learning? Before we begin: the mathematical building blocks of neural networks Getting started with neural networks Fundamentals of machine learning PART 2 - DEEP LEARNING IN PRACTICE Deep learning for computer vision Deep learning for text and sequences Advanced deep-learning best practices Generative deep learning appendix A - Installing Keras and its dependencies on Ubuntu appendix B - Running Jupiter notebooks on an EC2 GPU instance.