Training Data for Machine Learning: Human Supervision from Annotation to Data Science Contributor(s): Sarkis, Anthony (Author) |
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ISBN: 1492094528 ISBN-13: 9781492094524 Publisher: O'Reilly Media OUR PRICE: $59.39 Product Type: Paperback Published: December 2023 |
Additional Information |
BISAC Categories: - Computers | Intelligence (ai) & Semantics - Computers | Enterprise Applications - Business Intelligence Tools |
Physical Information: 0.69" H x 7" W x 9.19" (1.17 lbs) 329 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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:
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