Personalized machine learning

Personalized machine learning

by McAuley, Julian

Type Book
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"Machine learning encompasses a broad range of problems ranging from detecting objects in images, finding documents relevant to a given query, or predicting the next element in a sequence, among countless others. Traditional approaches to these problems operate by collecting large, labeled datasets for training, uncovering informative features, and mining complex patterns that explain the association between features and labels. Typically, labels are regarded as an underlying 'truth' that shoul…

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Title Statements

  • Full title :Personalized machine learning / Julian McAuley.

Summary

"Machine learning encompasses a broad range of problems ranging from detecting objects in images, finding documents relevant to a given query, or predicting the next element in a sequence, among countless others. Traditional approaches to these problems operate by collecting large, labeled datasets for training, uncovering informative features, and mining complex patterns that explain the association between features and labels. Typically, labels are regarded as an underlying 'truth' that should be predicted as accurately as possible"--

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Edition Statements

  • Publication Date:©2022

Publication Statements

The Physical Object

  • Description:x, 326 pages : : illustrations ; : 24 cm

Edition Identifiers

  • ISBN:9781316518908, 1316518906
  • oclc:on1263662695
  • LC Classification:Q325.5
  • Dewey Decimal:006.3/1

Subjects

Apprentissage automatique COMPUTERS / Database Administration & M… Data Mining Machine learning

Writers

McAuley, Julian

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