John Paul Mueller & Luca Massaron 
Deep Learning For Dummies [EPUB ebook] 

Introduction 1
Part 1: Discovering Deep Learning 7
Chapter 1: Introducing Deep Learning 9
Chapter 2: Introducing the Machine Learning Principles 25
Chapter 3: Getting and Using Python 45
Chapter 4: Leveraging a Deep Learning Framework 73
Part 2: Considering Deep Learning Basics 91
Chapter 5: Reviewing Matrix Math and Optimization 93
Chapter 6: Laying Linear Regression Foundations 111
Chapter 7: Introducing Neural Networks 131
Chapter 8: Building a Basic Neural Network 149
Chapter 9: Moving to Deep Learning 163
Chapter 10: Explaining Convolutional Neural Networks 179
Chapter 11: Introducing Recurrent Neural Networks 201
Part 3: Interacting with Deep Learning 215
Chapter 12: Performing Image Classification 217
Chapter 13: Learning Advanced CNNs 233
Chapter 14: Working on Language Processing 251
Chapter 15: Generating Music and Visual Art 269
Chapter 16: Building Generative Adversarial Networks 279
Chapter 17: Playing with Deep Reinforcement Learning 293
Part 4: The Part of Tens 307
Chapter 18: Ten Applications that Require Deep Learning 309
Chapter 19: Ten Must-Have Deep Learning Tools 317
Chapter 20: Ten Types of Occupations that Use Deep Learning 327
Index 335

John Paul Mueller is the author of over 100 books including AI for Dummies, Python for Data Science for Dummies, Machine Learning for Dummies, and Algorithms for Dummies. Luca Massaron is a data scientist who interprets big data and transforms it into smart data by means of the simplest and most effective data mining and machine learning techniques. He is a Google Developer Expert (GDE) in machine learning.