The Theory and Practice of Enterprise AI: Recipes and Reference Implementations for Marketing, Supply Chain, and Production Operations

This book provides a comprehensive guide to how marketing, supply chain, and production operations can be improved...
Dhs. 213.50 AED
Dhs. 213.50 AED
SKU: 9780578328621
Product Type: Books
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Author: Ilya Katsov
Format: Hardcover
Language: English
Subtotal: Dhs. 213.50
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The Theory and Practice of Enterprise AI: Recipes and Reference Implementations for Marketing, Supply Chain, and Production Operations by Katsov, Ilya

The Theory and Practice of Enterprise AI: Recipes and Reference Implementations for Marketing, Supply Chain, and Production Operations

Dhs. 213.50

The Theory and Practice of Enterprise AI: Recipes and Reference Implementations for Marketing, Supply Chain, and Production Operations

Dhs. 213.50
Author: Ilya Katsov
Format: Hardcover
Language: English

This book provides a comprehensive guide to how marketing, supply chain, and production operations can be improved using deep learning and reinforcement learning methods, as well as their combination with traditional analytics and optimization approaches. The book is written for enterprise data scientists and analytics managers, and will also be useful for graduate students in operations research and applied statistics.

The Theory and Practice of Enterprise AI is divided into five parts. Part I introduces basic concepts of enterprise decision automation and presents relevant deep and reinforcement learning methods. Part II presents recipes for customer analytics and personalization. Part III describes search and recommendation solutions that extensively leverage content data such as texts and images. Part IV discusses methods for price optimization and inventory management. Finally, Part V presents blueprints for anomaly detection and visual inspection that help to improve production and transportation operations. Python code examples are provided in the complementary online repository to support the reader's understanding of the implementation details.



Author: Ilya Katsov
Publisher: Ilya Katsov
Published: 08/12/2022
Pages: 576
Binding Type: Hardcover
Weight: 2.06lbs
Size: 9.00h x 6.00w x 1.25d
ISBN: 9780578328621

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