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Training data for machine learning : = human supervision from annotation to data science /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Training data for machine learning :/ Anthony Sarkis.
其他題名:	human supervision from annotation to data science /
作者:	Sarkis, Anthony,
出版者:	Sebastopol, CA :O'Reilly Media, Inc., : 2023.,
面頁冊數:	xxii, 306 p. :ill. ; : 24 cm.;
附註:	Includes index.
標題:	Machine learning. -
ISBN:	9781492094524 (pbk.) :

Training data for machine learning : = human supervision from annotation to data science /
Sarkis, Anthony,

Training data for machine learning :human supervision from annotation to data science /Anthony Sarkis. - 1st ed. - Sebastopol, CA :O'Reilly Media, Inc.,2023. - xxii, 306 p. :ill. ;24 cm.

Includes index.

"Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anthony Sarkis-- lead engineer for the Diffgram AI training data software-- shows technical professionals, managers, and subject matter experts how to work with and scale training data, while illuminating the human side of supervising machines. Engineering leaders, data engineers, and data science professionals alike will gain a solid understanding of the concepts, tools, and processes they need to succeed with training data"--

ISBN: 9781492094524 (pbk.) :NT2200

LCCN: 2024443484Subjects--Topical Terms:

561253
Machine learning.

LC Class. No.: Q325.75 / .S37 2023

Dewey Class. No.: 006.3/1

Training data for machine learning : = human supervision from annotation to data science /
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245 1 0 $a Training data for machine learning : $b human supervision from annotation to data science / $c Anthony Sarkis.
250 $a 1st ed.
260 # $a Sebastopol, CA : $b O'Reilly Media, Inc., $c 2023.
300 $a xxii, 306 p. : $b ill. ; $c 24 cm.
500 $a Includes index.
520 # $a "Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anthony Sarkis-- lead engineer for the Diffgram AI training data software-- shows technical professionals, managers, and subject matter experts how to work with and scale training data, while illuminating the human side of supervising machines. Engineering leaders, data engineers, and data science professionals alike will gain a solid understanding of the concepts, tools, and processes they need to succeed with training data"-- $c Page 4 of cover.
650 # 0 $a Machine learning. $3 561253
650 # 0 $a Supervised learning (Machine learning) $3 848833
650 # 0 $a Data mining. $3 528622