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

Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just...
Dhs. 365.62 AED
Dhs. 365.62 AED
SKU: 9781492096481
Product Type: Books
Please hurry! Only 399 left in stock
Author: Max Kuhn
Format: Paperback
Language: English
Subtotal: Dhs. 365.62
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Tidy Modeling with R: A Framework for Modeling in the Tidyverse by Kuhn, Max

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

Dhs. 365.62

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

Dhs. 365.62
Author: Max Kuhn
Format: Paperback
Language: English

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. 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 use different modeling and feature engineering approaches fluently
  • Examine the options for avoiding common pitfalls of modeling, such as overfitting
  • Learn practical methods to prepare your data for modeling
  • Tune models for optimal performance
  • Use good statistical practices to compare, evaluate, and choose among models


Author: Max Kuhn, Julia Silge
Publisher: O'Reilly Media
Published: 08/16/2022
Pages: 381
Binding Type: Paperback
Weight: 1.30lbs
Size: 9.10h x 6.90w x 0.90d
ISBN: 9781492096481

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