Deep Learning Patterns and Practices

Ferlitsch, Andrew

ISBN 10: 1617298263 / ISBN 13: 9781617298264

Published by Manning, 2021

About this Item

Seller Inventory # 26386387601

Bibliographic Details

Title: Deep Learning Patterns and Practices

Publisher: Manning

Publication Date: 2021

Binding: Soft cover

Condition: New

About this title

Synopsis:

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 learn:

    Internal functioning of modern convolutional neural networks
    Procedural reuse design pattern for CNN architectures
    Models for mobile and IoT devices
    Assembling large-scale model deployments
    Optimizing hyperparameter tuning
    Migrating a model to a production environment

The big challenge...

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