Introduction
  • Introduction
Introduction to R
  • Lesson 1: Introduction to R
  • Practice 1-1: Setting the R Programming Environment
  • Practice 1-2: Installing the R-package
  • Practice 1-3: Creating and Running the First R Script
  • Quiz on Introduction to R
Variables and Data Types in R
  • Lesson 2: Variables and Data Types in R
  • Practice 2-1:Implementing user defined function by using modules and packages
  • Practice 2-2: Working with Vector, List, Matrix, Array, Factor and Data Frame
  • Quiz on Variables and Data Types in R
Operators, Decision Making Structures and Loops in R
  • Lesson 3: Operators, Decision Making Structures and Loops in R
  • Practice 3-1: Working with Various Operators in R
  • Practice 3-2: Decision Statements in R
  • Practice 3-3: Loop Statements in R
  • Quiz on Operators, Decision Making Structures and Loops in R
Working with R functions
  • Lesson 4: Working with R functions
  • Practice 4-1: Create User Defined Function
  • Quiz on Working with R functions
Import and Export Data from Datasources
  • Lesson 5: Import and Export Data from Datasources
  • Practice 5-1: Read and Write Data from and to CSV, Binary, XML & EXCEL
  • Practice 5-2: Read data from JSON File
  • Practice 5-3: Connect to MYSQL Database and Perform Database Operations
  • Quiz on Import and Export Data from Datasources
Data Visualization using R
  • Lesson 6: Data Visualization using R
  • Practice 6-1: Plot different types of Charts
  • Quiz on Data Visualization using R
Statistical Functions in R
  • Lesson 7: Statistical Functions in R
  • Practice 7-1: Creating Time Series Analysis with a Use Case
  • Practice 7-2: Compute Mean, Median and Mode for a Vector
  • Practice 7-3: Using Predict Function with Linear Regression
  • Practice 7-4: Creating Binomial Distribution considering a sequence
  • Quiz on Statistical Functions in R
Machine Learning in R
  • Lesson 8: Introduction to Machine Learning in R
  • Quiz on Machine Learning in R