Kuhn, Max
Tidy Modeling with R: A Framework for Modeling in the Tidyverse
- ISBN 13:
- 9781492096481
- author:
- Kuhn, Max
- format:
- Paperback / softback
- publisher:
- O'Reilly Media, Inc, USA
- language:
- English
- Publication Year:
- 2022
- Pages:
- 300
- Dimensions:
- 198mm X 20mm
- Genre:
- Computers, Mathematical & Statistical Softw, Science,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Tidy Modeling with R: A Framework for Modeling in the Tidyverse By Max Kuhn and Julia Silge O'Reilly, 2022 Get started with tidymodels, a collection of R packages for modeling and machine learning. This practical introduction shows data analysts, business analysts, and data scientists how to use the tidyverse framework to create models consistently and flexibly. By focusing on an R dialect called the tidyverse, you'll learn how to build models from beginning to end and avoid common pitfalls such as overfitting. You'll understand why the tidymodels framework has been built to be used by a broad range of people. With this book, you'll learn practical methods for preparing your data for modeling, tuning models for optimal performance, and using good statistical practices to compare, evaluate, and choose among models.
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