Learn how to use R to turn data into insight, knowledge, and understanding. Ideal for current and aspiring data scientists, this book introduces you to doing data science with R and RStudio, as well as the tidyverse--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. Each section in this edition includes exercises to help you practice what you've learned along the way. Updated for the latest tidyverse best practices, new chapters dive deeper into visualization and data wrangling, show you how to get data from spreadsheets, databases, and websites, and help you make the most of new programming tools. You'll learn how to: <ul> <li>Visualize-create plots for data exploration and communication of results</li> <li>Transform-discover types of variables and the tools you can use to work with them</li> <li>Import-get data into R and in a form convenient for analysis</li> <li>Program-learn R tools for solving data problems with greater clarity and ease</li> <li>Communicate-integrate prose, code, and results with Quarto</li> </ul>

R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

Computers & Technology

Wickham, Hadley

Çetinkaya-Rundel, Mine

Grolemund, Garrett

Software

O'Reilly Media

This textbook may be downloaded as a free PDF on the project's website, and the paperback is sold royalty-free. OpenIntro develops free textbooks and course resources for introductory statistics that exceeds the quality standards of traditional textbooks and resources, and that maximizes accessibility options for the typical student. The approach taken in this textbooks differs from OpenIntro Statistics in its introduction to inference. The foundations for inference are provided using randomization and simulation methods. Once a solid foundation is formed, a transition is made to traditional approaches, where the normal and t distributions are used for hypothesis testing and the construction of confidence intervals.

Introductory Statistics with Randomization and Simulation

Science & Math

Diez, David M

Barr, Christopher D

Mathematics

CreateSpace Independent Publishing Platform

BLACK AND WHITE PAPERBACK. Full color hardcovers are also available through the hardcover book link. Books are printed on demand, so Amazon can satisfy any order size. The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. The future for OpenIntro depends on the involvement and enthusiasm of our community. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.

Advanced High School Statistics

Dorazio, Leah

OpenIntro, Inc.

There is a newer edition of this title
The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. The future for OpenIntro depends on the involvement and enthusiasm of our community. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.

Advanced High School Statistics (1st Edition)

Business & Money

Bar, Christopher D

Education & Reference

David Diez

See the FULL COLOR HARDCOVER textbook option! Go to openintro.org/os/amazon_hc, which redirects to the proper Amazon page. This listing is for a BLACK-AND-WHITE INTERIOR paperback.
If you want a Black-and-White paperback, look for the 1943450048 ISBN, which is the same book, just a different ISBN.
The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. Our inaugural effort is OpenIntro Statistics. Probability is optional, inference is key, and we feature real data whenever possible. Files for the entire book are freely available at openintro.org. OpenIntro has grown through the involvement and enthusiasm of our community. Visit our website, openintro.org. We provide videos, labs for R and SAS, teaching resources like slides, and many other helpful resources.

OpenIntro Statistics: Third Edition

There is a NEW EDITION. The Fourth Edition was released in May 2019.
Black-and-white paperback.
The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. Our inaugural effort is OpenIntro Statistics. Probability is optional, inference is key, and we feature real data whenever possible. Files for the entire book are freely available at openintro.org, and anybody can purchase a paperback copy from amazon.com for about $20.
OpenIntro has grown through the involvement and enthusiasm of our community. Visit our website, openintro.org. We provide videos, labs for R and SAS, teaching resources like slides, and many other helpful resources.

OpenIntro Statistics: Third Edition (CreateSpace)

Black and white paperback edition, with this new edition released in May 2019.
The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. Our inaugural effort is OpenIntro Statistics. Probability is optional, inference is key, and we feature real data whenever possible. Files for the entire book are freely available at openintro.org, and anybody can purchase a paperback copy from amazon.com for about $20.
OpenIntro has grown through the involvement and enthusiasm of our community. Visit our website, openintro.org. We provide videos, labs for R and SAS, teaching resources like slides, and many other helpful resources.

OpenIntro Statistics: Fourth Edition

Diez, David

Barr, Christopher

We anticipate being able to offer a lower price on color books soon. Full color paperback edition, with this new edition released in May 2019.
The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. Our inaugural effort is OpenIntro Statistics. Probability is optional, inference is key, and we feature real data whenever possible. Files for the entire book are freely available at openintro.org, and anybody can purchase a paperback copy from amazon.com for about $20.
OpenIntro has grown through the involvement and enthusiasm of our community. Visit our website, openintro.org. We provide videos, labs for R and SAS, teaching resources like slides, and many other helpful resources.

OpenIntro Statistics: Fourth Edition (Full Color)

Black and white paperback. Books are printed on demand, so Amazon can satisfy any order size.
The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. The future for OpenIntro depends on the involvement and enthusiasm of our community. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.

Advanced High School Statistics: Second Edition

See the best price to sell, buy, or rent books by Çetinkaya-Rundel, Mine. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Çetinkaya-Rundel, Mine

See the best price to sell, buy, or rent books by Çetinkaya-Rundel, Mine. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

Introductory Statistics with Randomization and Simulation

Advanced High School Statistics

Advanced High School Statistics

Advanced High School Statistics (1st Edition)

OpenIntro Statistics: Third Edition

OpenIntro Statistics: Third Edition (CreateSpace)

OpenIntro Statistics: Fourth Edition

OpenIntro Statistics: Fourth Edition (Full Color)

Advanced High School Statistics: Second Edition