Machine Learning with R, the tidyverse, and mlr

• Verfasst von: Rhys, Hefin, I. [VerfasserIn]
• Titel: Machine Learning with R, the tidyverse, and mlr
• Verf.angabe: Hefin I. Rhys
• Verlagsort: [Shelter Island, New York]
• Verlag: Manning Publications
• E-Jahr: 2020
• Jahr: [2020]
• Umfang: 1 online resource (1 audio file)
• Fussnoten: Machine-generated record
• Datenträger: Online-Ressource
• Sprache: eng
• Form-SW: Audiobooks
• K10plus-PPN: 1916329977
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m466078116X
• Lokale URL Inst.: Zum Volltext

Abstract

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.