PDF R for Data Science: Import, Tidy, Transform, Visualize, and Model Data with FREE PDF EDITION Download Now!

Mobi R for Data Science: Import, Tidy, Transform, Visualize, and Model Data with FREE MOBI EDITION Download Now!

 4,7

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Mobi R for Data Science: Import, Tidy, Transform, Visualize, and Model Data with FREE MOBI EDITION Download Now!

Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way.You’ll learn how to:Wrangle—transform your datasets into a form convenient for analysisProgram—learn powerful R tools for solving data problems with greater clarity and easeExplore—examine your data, generate hypotheses, and quickly test themModel—provide a low-dimensional summary that captures true "signals" in your datasetCommunicate—learn R Markdown for integrating prose, code, and results

At this time of writing, The Ebook R for Data Science: Import, Tidy, Transform, Visualize, and Model Data has garnered 10 customer reviews with rating of 5 out of 5 stars. Not a bad score at all as if you round it off, it’s actually a perfect TEN already. From the looks of that rating, we can say the Ebook is Good TO READ!

Mobi R for Data Science: Import, Tidy, Transform, Visualize, and Model Data with FREE MOBI EDITION!

I got through the Preface and about 60% of the first chapter and had to stopped.Before I get into the review to explain why I had to stop reading the book, it is important to note that this book is available online for free. I prefer print over screen, when possible. But if you don’t have a preference, just use that.Why did I put this book down midway through Chapter 1?Cascade of events that started w/ me requiring solutions to practice problems that are in the book.The only way to learn math and software development is by doing. Books on these subjects should ALWAYS contain exercise problems and solutions to those problems, either at the end of the chapter or by way of an appendix at the end of the book.The best solutions that I found are at jrnold's github page. I quickly noticed, however, that the answers posted on that site didn't quite fit the exercises in the book. When comparing the online version to the printed version (book), I noticed that exercises from the book had been reworded or completely dropped. So from the beginning of this year, when this book was published and released for sale, to this summer, it is apparent that many errors had been found and revisions needed to be implemented.There were so many differences between the online version and the book that I decided to stop reading the book in lieu of the online version.My 5-star Rating:The author does an excellent job explaining topics. He is very knowledgeable and it shows. With the amount of revisions in such a short time, however, I can't help but think that this book was rushed.But if I am stopped reading the book b/c of errors, why 5 stars? The book, by itself, might have gotten a 1-star review from me, but I am still going to learn from this author. The online version costs him/someone to keep up-to-date. Purchasing the book is an easy (and very fair) way to support this project.

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