Download Exploring Data Science with R and the Tidyverse, A Concise Introduction PDF Free - Full Version
Download Exploring Data Science with R and the Tidyverse, A Concise Introduction by Jerry Bonnell, Mitsunori Ogihara in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Exploring Data Science with R and the Tidyverse, A Concise Introduction
This book introduces the reader to data science using R and the tidyverse. No prerequisite knowledge is needed in college-level programming or mathematics (e.g., calculus or statistics). The book is self-contained so readers can immediately begin building data science workflows without needing to reference extensive amounts of external resources for onboarding. The contents are targeted for undergraduate students but are equally applicable to students at the graduate level and beyond. The book develops concepts using many real-world examples to motivate the reader.Upon completion of the text, the reader will be able to:Gain proficiency in R programmingLoad and manipulate data frames, and "tidy" them using tidyverse toolsConduct statistical analyses and draw meaningful inferences from themPerform modeling from numerical and textual dataGenerate data visualizations (numerical and spatial) using ggplot2 and understand what is being representedAn accompanying R package "edsdata" contains synthetic and real datasets used by the textbook and is meant to be used for further practice. An exercise set is made available and designed for compatibility with automated grading tools for instructor use.As you develop familiarity with processing data, you learn how to develop intuition from the data at hand by glancing at its values. Unfortunately, there is only so much you can do with glancing at values. There is a substantial limitation to what you can obtain when the data at hand is so large. Visualization is a powerful tool in such cases. In this chapter we introduce another key member of the tidyverse, the ggplot2 package, for visualization. R provides many facilities for creating visualizations. The most sophisticated of them, and perhaps the most elegant, is ggplot2. In this section we introduce generating visualizations using ggplot2.
Detailed Information
| Author: | Jerry Bonnell, Mitsunori Ogihara |
|---|---|
| Publication Year: | 2023 |
| ISBN: | 9781003320845 |
| Pages: | 492 |
| Language: | English |
| File Size: | 20.781 |
| Format: | |
| Price: | FREE |
Safe & Secure Download - No registration required
Why Choose PDFdrive for Your Free Exploring Data Science with R and the Tidyverse, A Concise Introduction Download?
- 100% Free: No hidden fees or subscriptions required for one book every day.
- No Registration: Immediate access is available without creating accounts for one book every day.
- Safe and Secure: Clean downloads without malware or viruses
- Multiple Formats: PDF, MOBI, Mpub,... optimized for all devices
- Educational Resource: Supporting knowledge sharing and learning
Frequently Asked Questions
Is it really free to download Exploring Data Science with R and the Tidyverse, A Concise Introduction PDF?
Yes, on https://PDFdrive.to you can download Exploring Data Science with R and the Tidyverse, A Concise Introduction by Jerry Bonnell, Mitsunori Ogihara completely free. We don't require any payment, subscription, or registration to access this PDF file. For 3 books every day.
How can I read Exploring Data Science with R and the Tidyverse, A Concise Introduction on my mobile device?
After downloading Exploring Data Science with R and the Tidyverse, A Concise Introduction PDF, you can open it with any PDF reader app on your phone or tablet. We recommend using Adobe Acrobat Reader, Apple Books, or Google Play Books for the best reading experience.
Is this the full version of Exploring Data Science with R and the Tidyverse, A Concise Introduction?
Yes, this is the complete PDF version of Exploring Data Science with R and the Tidyverse, A Concise Introduction by Jerry Bonnell, Mitsunori Ogihara. You will be able to read the entire content as in the printed version without missing any pages.
Is it legal to download Exploring Data Science with R and the Tidyverse, A Concise Introduction PDF for free?
https://PDFdrive.to provides links to free educational resources available online. We do not store any files on our servers. Please be aware of copyright laws in your country before downloading.
The materials shared are intended for research, educational, and personal use in accordance with fair use principles.
