Data Wrangling with R
Data Wrangling with R covers the most modern ways to make data ready for exploration or modeling in detail. The book covers libraries from the tidyverse package, such as tidyr, dplyr, ggplot2, and lubridate to help you prepare your data for analysis. You’ll also explore data visualization and modeling to create better graphics and projects with R.
Offered by
Difficulty Level
Intermediate
Completion Time
12h48m
Language
English
About Book
Who Is This Book For?
If you are a professional data analyst, data scientist, or beginner who wants to learn more about data wrangling, this book is for you. Familiarity with the basic concepts of R programming or any other object-oriented programming language will help you to grasp the concepts taught in this book. Data analysts looking to improve their data manipulation and visualization skills will also benefit immensely from this book.
Data Wrangling with R
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 12h48m total length
Fundamentals of Data Wrangling
Load & Explore Datasets
Basic Data Visualization
Working with Strings
Working with Numbers
Working with Date and Time objects
Transformations with Base R
Transformations with tidyverse libraries
Exploratory Data Analysis
Introduction to ggplot2
Enhanced Visualizations with ggplot2
Other Data Visualization Options
Build Your First Model
Build an Application with Shiny in R
Related Resources
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