Tidy modeling with R / Kuhn a framework for modeling in the tidyverse

By:

Kuhn, Max

Contributor(s):

Julia Silge

Language: English Publication details: c2022 USA : O'REILLY MEDIADescription: xvi, 363 p. : ill. 23 cmISBN:

9789355421586

Subject(s):

Computer simulation; R Computer program language; Simulation par ordinateur

DDC classification:

001.42 KUH

Summary: Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work. RStudio engineers Max Kuhn and Julia Silge demonstrate ways to create models by focusing on an R dialect called the tidyverse. Software that adopts tidyverse principles shares both a high-level design philosophy and low-level grammar and data structures, so learning one piece of the ecosystem makes it easier to learn the next.

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Holdings
Item type	Current library	Call number	Copy number	Status	Barcode
English Books	Anna Centenary Library 3RD FLOOR, A WING	001.42 KUH (Browse shelf(Opens below))		Available	692588
English Books	Anna Centenary Library 3RD FLOOR, A WING	001.42 KUH;1 (Browse shelf(Opens below))	1	Available	692589

Reprint, 2022

Includes index

Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work. RStudio engineers Max Kuhn and Julia Silge demonstrate ways to create models by focusing on an R dialect called the tidyverse. Software that adopts tidyverse principles shares both a high-level design philosophy and low-level grammar and data structures, so learning one piece of the ecosystem makes it easier to learn the next.

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Tidy modeling with R / Kuhn a framework for modeling in the tidyverse

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