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• Preface
• Introduction
• Preliminaries
• Mathematics for Deep Learning
• Tools for Deep Learning
• Linear Neural Networks
• Multilayer Perceptrons
• Deep Learning Computation
• Convolutional Neural Networks
• Modern Convolutional Networks
• Recurrent Neural Networks
• Modern Recurrent Networks
• Attention Mechanisms
• Optimization Algorithms
• Computational Performance
• Computer Vision
• Natural Language Processing
• Recommender Systems
• Generative Adversarial Networks