R Tutorial:

  • R Installation
  • RStudio IDE
  • R Advantage & Disadvantage
  • R Hadoop Integration
  • R Packages
    • List of R Packages

R Basics:

  • R Basic Syntax
  • R Data Types
  • R Data Structures
  • R Variables
  • R Keywords
  • R Operators

R Statements:

  • R If Statement
  • If-else Statement
  • else if Statement
  • R Switch Statement
  • R Next Statement
  • R Break Statement

R Loops:

  • R For Loop
  • R Repeat Loop
  • R While Loop

R Functions:

  • R Functions
  • R Built-in Functions

R Data Structures:

  • R Vectors
  • R Lists
  • R Arrays
  • R Matrix
  • R Data Frame
  • R Factors

R Advance:

  • Data Reshaping
  • Object-Oriented Programming
  • R Debugging

Data Interfaces:

  • R CSV File
  • R Excel File
  • R Binary File
  • R JSON File
  • R XML File
  • R Database

Data Visualization:

  • R Data Visualization
  • R Pie Charts
  • R Bar Charts
  • R Boxplot
  • R Histogram
  • R Line Graphs
  • R Scatterplots

R Regression:

  • Linear Regression
  • Multiple Regression
  • Logistic Regression
  • Poisson Regression

R Statistics:

  • Normal Distribution
  • Binomial Distribution
  • R Classification
  • Time Series Analysis
  • R Random Forest
  • T-Test in R
  • Chi-Square Test

Misc:

  • R vs Python
  • R Programming Books
  • apply(), lapply(), sapply(), tapply() Function in R with Examples