Deep Learning Algorithms (Second Edition)

This is the page for my new book "Deep Learning Algorithms" (Second Edition), Now all in PyTorch.

Available Chapters On-line

• Chapter 1 - Introduction
• Chapter 2 - Traditional Machine Learning
• Chapter 3 - Data Loading and Pre-Processing
• Chapter 4 - Deep Learning: Starting at the Beginning
• Chapter 5 - Semantic Vector Spaces
• Chapter 6 - Convolutional Neural Networks (CNNs)
• Chapter 7 - Recurrent Neural Networks (RNNs)
• Chapter 8 - Generative Adversarial Networks (GANs)
• Chapter 9 - Reinforcement Learning
• Chapter 10 - Transformers: GPTs, BERT, etc

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