Tidy Modeling with R: A Framework for Modeling in the Tidyverse Kuhn Max

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Get going with tidymodels, a collection of R packages for modeling and machine learning. 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… Celý popis ↓

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Tidy Modeling with R: A Framework for Modeling in the Tidyverse Kuhn Max

Get going with tidymodels, a collection of R packages for modeling and machine learning. 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. 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.

You'll understand why the tidymodels framework has been built to be used by a broad range of people.With this book, you will:Learn the steps necessary to build a model from beginning to end Understand how to

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