Subtitled "Start Writing Code to Wrangle, Analyze, and Visualize Data with R", this book brings together all the foundational skills you need to get started working with data, even if you have no programming or data science experience. Michael Freeman and Joel Ross look at the tools you need to solve professional-level data science problems, including R and the Git version-control system. They explain how to wrangle your data into a form where it can be easily used, analyzed, and visualized so others can see the patterns you’ve uncovered.
<ASIN:0135133106>
Authors: Michael Freeman and Joel Ross Publisher: Addison-Wesley Date: December 2018 Pages: 384 ISBN: 978-0135133101 Print: 0135133106 Kindle: B07KMDCHT2 Audience: Would-be data scientists Level: Introductory/ Intermediate Category: Data Science
- Install your complete data science environment, including R and RStudio
- Manage projects efficiently, from version tracking to documentation
- Host, manage, and collaborate on data science projects with GitHub
- Master R language fundamentals: syntax, programming concepts, and data structures
- Load, format, explore, and restructure data for successful analysis
- Interact with databases and web APIs
- Master key principles for visualizing data accurately and intuitively
- Produce engaging, interactive visualizations with ggplot and other R packages
- Transform analyses into sharable documents and sites with R Markdown
- Create interactive web data science applications with Shiny
- Collaborate smoothly as part of a data science team
For recommendations of books on big data, see Reading Your Way Into Big Data.
For more Book Watch just click.
Book Watch is I Programmer's listing of new books and is compiled using publishers' publicity material. It is not to be read as a review where we provide an independent assessment. Some, but by no means all, of the books in Book Watch are eventually reviewed.
To have new titles included in Book Watch contact BookWatch@i-programmer.info
Follow @bookwatchiprog on Twitter or subscribe to I Programmer's Books RSS feed for each day's new addition to Book Watch and for new reviews.
Algorithms: Absolute Beginner's Guide
Author: Kirupa Chinnathambi Publisher: Addison-Wesley Date: November 2023 Pages: 416 ISBN: 978-0138222291 Print: 0138222290 Kindle: B0CCTZ37DQ Audience: General Rating: 4.5 Reviewer: Kay Ewbank
Subtitled 'a practical introduction to data structures and algorithms in JavaScript', this book is split into tw [ ... ]
|
Android Programming: The Big Nerd Ranch Guide (5e)
Authors: Bryan Sills, Brian Gardner, Brian Hardy and Kristin Marsicano Publisher: Addison-Wesley Pages: 688 ISBN: 978-0137645541 Print: 0137645546 Kindle: B09WLF84W7 Audience: Kotlin programmers Rating: 4.5 Reviewer: Mike James
The Big Nerd Ranch Guide to Android is bac [ ... ]
| More Reviews |
|