Mastering R: From Basics to Advanced Data Manipulation
By Peter McKinnon | April 6, 2025
COURSE OVERVIEW
This comprehensive course is designed to take learners from a beginner to an advanced level in R programming. It covers essential topics such as data manipulation, statistical analysis, data visualization, and programming fundamentals. By the end of the course, learners will have the skills necessary to work confidently with R and apply it in data science, statistical analysis, and data visualization projects. This course is ideal for beginners, data enthusiasts, and professionals looking to enhance their skills in R programming.
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What will you learn?
Introduction to R
video
05:16
Installing R and R Studio
video
05:45
R Studio Interface Overview
video
04:41
Basic R Syntax
video
06:23
Basic Arithmetic Operations
video
06:00
Vectors in R
video
05:23
Basic Data Structures
video
05:27
Reading Data into R
video
06:07
Basic Data Manipulation
video
06:15
Basic Plotting in R
video
05:21
Subsetting Data
video
05:11
Basic Functions in R
video
04:55
Writing Your Own Functions
video
06:01
Basic Control Structures
video
07:09
Basic String Manipulation
video
05:32
Introduction to R Help
video
04:51
Working with Packages
video
05:31
R Studio Interface Overview (Revisited for advanced usage)
video
08:23
Creating and Naming Objects
video
06:36
Data Frames
video
05:53
Factor Data Type
video
05:09
Basic Descriptive Statistics
video
09:07
Logical Operation in R
video
06:58
Basic Date and Time Handling
video
06:10
Saving and Exporting Data
video
05:20
Frequently asked questions
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