Data science is an exciting discipline that allows you to transform raw data into understanding, insight, and knowledge. The goals of R for Data Science are to help you learn the most important tools in R that will allow you to do data science efficiently and reproducibly and to have some fun along the way!
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217537500
R for Data Science: Import Tidy Transform Visualize and Model Data
Item #:
217537500
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Data science is an exciting discipline that allows you to transform raw data into understanding, insight, and knowledge. The goals of R for Data Science are to help you learn the most important tools in R that will allow you to do data science efficiently and reproducibly and to have some fun along the way!
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- 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
| Publisher | O'Reilly Media |
| Publication date | 18 July 2023 |
| Edition | 2nd |
| Language | English |
| Print length | 576 pages |
| ISBN-10 | 1492097403 |
| ISBN-13 | 978-1492097402 |
| Dimensions | 17.78 x 3.18 x 23.5 cm |
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R for Data Science: Import Tidy Transform Visualize and Model Data
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Features & Benefits
- Exciting discipline to transform raw data into understanding, insight, and knowledge
- Learn the most important tools in R for efficient and reproducible data science
- Major reworking with updated content and new co-author
- New sections added for data visualization, data transformation, data importing, and working with tidyverse functions
- Updated 'Communicate' section featuring Quarto instead of R Markdown
- Book focusing on the 'whole game' of data science before diving into details
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