Understanding Deep Learning by Simon J. D. Prince
The book provides a comprehensive introduction to the principles and practices of deep learning, offering insights into the mathematical foundations and practical applications of this rapidly evolving field. It covers key topics such as neural networks, convolutional networks, and recurrent networks, while also addressing advanced concepts like generative models and unsupervised learning. Through clear explanations and illustrative examples, the book aims to equip readers with the knowledge needed to understand and implement deep learning techniques effectively, making it a valuable resource for both beginners and those with some experience in machine learning.
- Published
- 2023
- Nationality
- British
- Length
- Medium
- Pages
- 300-350
- Original Language
- English
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- Alternate Titles
- None
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