Machine Learning with R, the tidyverse, and mlr

Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearly explained through graphics...

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Bibliographische Detailangaben
1. Verfasser: Rhys, Hefin (VerfasserIn)
Körperschaft: Safari, an O'Reilly Media Company (MitwirkendeR)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: [Erscheinungsort nicht ermittelbar] Manning Publications 2020
Ausgabe:1st edition.
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Beschreibung
Zusammenfassung:Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearly explained through graphics and easy-to-grasp examples. In each engaging chapter, you'll put a new algorithm into action to solve a quirky predictive analysis problem, including Titanic survival odds, spam email filtering, and poisoned wine investigation.
Beschreibung:Online resource; Title from title page (viewed April 4, 2020)
Beschreibung:1 online resource (536 pages)
ISBN:9781617296574
9781638350170
1638350175