R Tutorial for Beginners: Learning R Programming

Training Summary

R is a programming language is widely used by data scientists and major corporations like Google, Airbnb, Facebook etc. for data analysis. This is a complete course on R for beginners and covers basics to advance topics like machine learning algorithm, linear regression, time series, statistical inference etc.

What should I know?

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Basic knowledge of statistical concept is a plus.

Course Syllabus

Introduction

Tutorial	What is R Programming Language? Introduction & Basics
Tutorial	How to Download & Install R, RStudio, Anaconda on Mac or Windows
Tutorial	R Data Types, Arithmetic & Logical Operators with Example
Tutorial	R Matrix Tutorial: Create, Print, add Column, Slice
Tutorial	Factor in R: Categorical & Continuous Variables

Data Preparation

Tutorial	R Data Frame: Create, Append, Select, Subset
Tutorial	List in R: Create, Select Elements with Example
Tutorial	R Sort a Data Frame using Order()
Tutorial	R Dplyr Tutorial: Data Manipulation(Join) & Cleaning(Spread)
Tutorial	Merge Data Frames in R: Full and Partial Match
Tutorial	Functions in R Programming (with Example)

Programming

Tutorial	IF, ELSE, ELSE IF Statement in R
Tutorial	For Loop in R with Examples for List and Matrix
Tutorial	While Loop in R with Example
Tutorial	apply(), lapply(), sapply(), tapply() Function in R with Examples
Tutorial	Import Data into R: Read CSV, Excel, SPSS, Stata, SAS Files
Tutorial	How to Replace Missing Values(NA) in R: na.omit & na.rm
Tutorial	R Exporting Data to Excel, CSV, SAS, STATA, Text File
Tutorial	Correlation in R: Pearson & Spearman with Matrix Example
Tutorial	R Aggregate Function: Summarise & Group_by() Example
Tutorial	R Select(), Filter(), Arrange(), Pipeline with Example

Data Analysis

Tutorial	Scatter Plot in R using ggplot2 (with Example)
Tutorial	How to make Boxplot in R (with EXAMPLE)
Tutorial	Bar Chart & Histogram in R (with Example)
Tutorial	T Test in R: One Sample and Paired (with Example)
Tutorial	R ANOVA Tutorial: One way & Two way (with Examples)

Machine Learning

Tutorial	R Simple, Multiple Linear and Stepwise Regression [with Example]
Tutorial	Decision Tree in R with Example
Tutorial	R Random Forest Tutorial with Example
Tutorial	Generalized Linear Model (GLM) in R with Example
Tutorial	K-means Clustering in R with Example

Check!

Tutorial	R Vs Python: What’s the Difference?
Tutorial	SAS vs R: What's the Difference?
Tutorial	Top 18 R Programming Interview Questions & Answers
Tutorial	R Programming Tutorial PDF