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Training Data for Machine Learning
Engelsk
Bogcover for Training Data for Machine Learning af Anthony Sarkis, 9781492094524
Specifikationer
Sprog:
Engelsk
Sider:
329
ISBN-13:
9781492094524
Indbinding:
Paperback
Udgave:
ISBN-10:
1492094528
Kategori:
Udg. Dato:
19 dec 2023
Længde:
20mm
Bredde:
178mm
Højde:
232mm
Forlag:
O'Reilly Media
Oplagsdato:
19 dec 2023
Forfatter(e):

Training Data for Machine Learning

Engelsk
Paperback
Format:

Om denne bog
Your training data has as much to do with the success of your data project as the algorithms themselves--most failures in deep learning systems relate to training data. But while training data is the foundation for successful machine learning, there are few comprehensive resources to help you ace the process. This hands-on guide explains how to work with and scale training data. Data science professionals and machine learning engineers will gain a solid understanding of the concepts, tools, and processes needed to: Design, deploy, and ship training data for production-grade deep learning applications Integrate with a growing ecosystem of tools Recognize and correct new training data-based failure modes Improve existing system performance and avoid development risks Confidently use automation and acceleration approaches to more effectively create training data Avoid data loss by structuring metadata around created datasets Clearly explain training data concepts to subject matter experts and other shareholders Successfully maintain, operate, and improve your system

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Specifikationer
Sprog:
Engelsk
Sider:
329
ISBN-13:
9781492094524
Indbinding:
Paperback
Udgave:
ISBN-10:
1492094528
Kategori:
Udg. Dato:
19 dec 2023
Længde:
20mm
Bredde:
178mm
Højde:
232mm
Forlag:
O'Reilly Media
Oplagsdato:
19 dec 2023
Forfatter(e):
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