Placeholder text

Go to cart

Tidy Modeling with R

By Max Kuhn

Tidy Modeling with R

Only 1 item left in stock
Description
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
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
381
Release Date:
2022-08-16
Publication Date:
2022-10-31
Publisher:
O'Reilly Media
Languages:
Original: English
ISBN10:
1492096482
ISBN13:
9781492096481
GPSR Manufacturer Reference:
[email protected]
Weight:
658 g
Height:
231 cm
Width:
177 cm
Thickness:
20 cm
Buy on Amazon

Condition

Show more

Show less
Very good
Almost no signs of wear. Book pages have no markings, accessories are intact and all other media are in good condition.
Available immediately
€32,79

Incl. VAT, plus shipping costs

PayPal
Visa
Mastercard
American Express
Only 1 item left in stock

Verified second-hand article

Verified second-hand item

Free shipping from 19€

€32,79