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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