Machine Learning Engineering in Action

Language: English

Published by Manning Publications, US, 2022

1617298719 / 9781617298714

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Machine Learning Engineering in Action lays out an approach to building deployable, maintainable production machine learning systems. You will adopt software development standards that deliver better code management, and make it easier to test, scale, and even reuse your machine learning code! You will learn how to plan and scope your project, manage cross-team logistics that avoid fatal communication failures, and design your code's architecture for improved resilience. You will even discover when not to use machine learning-and the alternative approaches that might be cheaper and more effective. When you're done working through this toolbox guide, you will be able to reliably deliver cost-effective solutions for organizations big and small alike. Following established processes and methodology maximizes the likelihood that your machine learning projects will survive and succeed for the long haul. By adopting standard, reproducible practices, your projects will be maintainable over time and easy for new team members to understand and adapt.

Seller Inventory # LU-9781617298714

Title
Machine Learning Engineering in Action
Author
Ben Wilson
Publisher
Manning Publications, US
Publication year
2022
Condition
New
Binding
Paperback
Language
English
ISBN 10
1617298719
ISBN 13
9781617298714
Item weight
960 grams

Rarewaves.com UK

London, United Kingdom

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