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R for data science: import, tidy, transform, visualize, and model data, hadley...

988 грн -11% 880 грн

Описание

Use R to turn data into insight, knowledge, and understanding. With this
practical book, aspiring data scientists will learn how to do data science
with R and RStudio, along with the tidyverseâ??a collection of R packages
designed to work together to make data science fast, fluent, and fun. Even if
you have no programming experience, this updated edition will have you doing
data science quickly.

You'll learn how to import, transform, and visualize your data and communicate
the results. And you'll get a complete, big-picture understanding of the data
science cycle and the basic tools you need to manage the details. Updated for
the latest tidyverse features and best practices, new chapters show you how to
get data from spreadsheets, databases, and websites. Exercises help you
practice what you've learned along the way.

You'll understand how to:

Visualize:

Create plots for data exploration and communication of results

Transform:

Discover variable types and the tools to work with them

Import:

Get data into R and in a form convenient for analysis

Program:

Learn R tools for solving data problems with greater clarity and ease

Communicate:

Integrate prose, code, and results with Quarto

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