Tidy Modeling with R Final Release


Tidy Modeling with R Final Release
Authors: Max Kuhn
Year: 2022
Publisher: O’Reilly Media, Inc.
Language: English
ISBN 13: 9781492096474
ISBN 10: 1492096474
Categories: Computers, Programming
Pages: 320 / 319
Edition: 1 / converted

Availability: 5000 in stock

SKU: 9781492096474 Category:

Tidy Modeling with R (Final Release) Max Kuhn, Julia Silge
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 Categories:
Computers – Programming
1 / converted
O’Reilly Media, Inc.
ISBN 10:
ISBN 13:
20.65 MB


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Tidy Modeling with R Final Release

Availability: 5000 in stock