Learn R programming [Video]

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Learn R programming [Video]

Dr. David Wilkins

Use R programming to create data structures and perform extensive statistical data analysis and synthesis

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Video Details

ISBN 139781788291033
Course Length1 hour and 29 minutes

Video Description

R is a high-level statistical language and is widely used among statisticians and data miners to develop statistical applications. This solution-based video will be your guide, taking you through different programming aspects with R.

Beginning with the basics of R programming, this video provides step-by-step resources and time-saving methods to help you solve programming problems efficiently. Starting with the installation of R, each recipe addresses a specific problem with a discussion that explains the solution and offers insight into how it works.

You will learn to work with powerful R tools and techniques. You’ll be able to boost your productivity with the most popular R packages and tackle data structures such as matrices, lists, and factors. You’ll see how to create vectors, handle variables, and perform other core functions. You’ll be able to tackle issues with data input/output and will learn to work with strings and dates.

Moving forward, we’ll look into more advanced concepts such as metaprogramming with R and functional programming. Finally, you’ll learn to tackle issues while working with databases and data manipulation.

Style and Approach

The course takes a practical and incremental approach. Concepts are introduced sequentially and demonstrated with examples in a live console or scripting environment. Exercises are provided to reinforce key topics and support learning.

Table of Contents

Getting Set Up
The Course Overview
Setting Up RStudio
Writing, Running, and Saving R Scripts
Diving into Variables and Functions
Exploring Numbers and Arithmetic Operators
Working with Variables and Vectors
Using Functions and Reading Function Documentation
Working with Base R Data Structures
Exploring Vectors in Depth and Understanding Data Types
Working with Matrices and Arrays
Discovering Lists
Discovering Data Frames
Exploring Factors
Working with Data
Reading Data from a File
Subsetting Data Frames
Statistical Summaries of Data
Statistical Tests on Data
Manipulating Data
Writing Data to File

What You Will Learn

  • Write basic R code
  • Get to know the nuts and bolts of writing R in RStudio
  • Discover the basics of variable assignment and expression
  • Get a tour of the most important data structures in R
  • Find out how to create, edit, and subset data structures
  • Get to know a set of techniques for importing data, manipulating data, performing statistical analysis, and producing useful data syntheses

Authors

Table of Contents

Getting Set Up
The Course Overview
Setting Up RStudio
Writing, Running, and Saving R Scripts
Diving into Variables and Functions
Exploring Numbers and Arithmetic Operators
Working with Variables and Vectors
Using Functions and Reading Function Documentation
Working with Base R Data Structures
Exploring Vectors in Depth and Understanding Data Types
Working with Matrices and Arrays
Discovering Lists
Discovering Data Frames
Exploring Factors
Working with Data
Reading Data from a File
Subsetting Data Frames
Statistical Summaries of Data
Statistical Tests on Data
Manipulating Data
Writing Data to File

Video Details

ISBN 139781788291033
Course Length1 hour and 29 minutes
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