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

Author: Max Kuhn

Max Kuhn (Author)
Visit Author Page
Books by him and info about author and more.

Are you a Author?
Learn more here

9789355421586
You Pay: 1,50000
Leadtime to ship in days (default): ships in 1-2 days
In stock
Price in points: 1500 points
+

Minimum quantity for "Tidy Modeling with R: A Framework for Modeling in the Tidyverse" is 1.

Our advantages


  • — Different payment methods
  • — Best price


    Payment options
    Delivery
    AuthorMax Kuhn Leadtime to ship in days (default)ships in 1-2 days

    All Indian Reprints of O'Reilly are printed in Grayscale

    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
    Books
    Author
    Max Kuhn
    Author 2
    Julia Silge
    Binding
    Paperback
    Condition Type
    New
    Country Origin
    India
    Edition
    First
    Gift Wrap
    N
    Lead time to ship in days (if not in stock)
    ships in 12-15 days
    Leadtime to ship in days (default)
    ships in 1-2 days
    Pages
    384
    Publication Date
    15/07/2022
    Publisher
    Shroff/O'Reilly
    Year
    2022
    Dimensions
    Dimensions (W x H x D)
    7 x 9 x 0.72 inch

    Table of Contents (9789355421586_toc.pdf, 48 Kb) [Download]

    Possibly you may be interested
    • Most Popular
    • Bestsellers
    • Recently Viewed
     
     
     
    Fast and high quality delivery

    Our company makes delivery all over the country

    Quality assurance and service

    We offer only those goods, in which quality we are sure

    Returns within 30 days

    You have 30 days to test your purchase