Manning - Deep learning patterns and practices (2021)

[dikk]

dikk submitted a new resource:

Manning - Deep learning patterns and practices (2021) - Discover best practices, reproducible architectures, and design patterns for ML production.

[compressed version includes book in pdf format as well only around 500mb total]

Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production.

In Deep Learning Patterns and Practices you will find:

• Internal functioning of modern convolutional neural networks
• Procedural reuse design pattern for CNN architectures
• Models for mobile and IoT devices...

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