*************Section Zero *********
  • Meet Your Instructor
**********************Introduction to Data Science ***************************
  • Introduction to Business Analytics
  • Introduction to Business Analytics
  • Introduction to Machine Learning
  • Introduction to Machine Learning
  • Introduction To Data Scientist
  • Introduction To Data Scientist
  • How to switch your career into ML
  • How to switch your career into ML
  • Data Science Career Part #2
  • How to switch your career into ML 2
Course Curriculum Overview
  • Course Curriculum Overview
INTRODUCTION TO R
  • Introduction to R
  • Introduction to R
  • Setting up R
R Programming
  • R Operator
  • R Conditional Statement & Loop
  • R Conditional Statement & Loop Study Note
  • R Function
  • R Programming - Function in R Study Note
  • R Function Part #2
  • 11-R Programming - R Function Study Note
  • R Function Part #3
  • 12-R Programming-Writing Function Study Note
  • All Codes : R Programming Study Note
R Data Structure
  • R Data Structure - Vector
  • Vector Study Note
  • Codes - Vector
  • Matrix, Array and Data Frame
  • Matrix, Array , Data Frame Study Note
  • Codes - Matrix, Array and Data Frame
  • A Deep Drive to R Data Frame
  • A deep drive into data frames Study Notes
  • CODES - A Deep Drive to R Data Frame
  • R Data Structure - Factor
  • 16.R Data Structure - Factor
  • CODES - Factor
  • R Data Structure - List
  • List - Study Note
  • Code - List
  • All Code : R Data Structure
Import and Export in R
  • Import CSV Data in R
  • 18-Import in R-CSV Study Note
  • CODES - Import CSV Data in R
  • Import Text Data in R
  • Import Text file Study Note
  • CODES - Import Text Data in R
  • Import Excel, Database and Web Data in R
  • Import Excel, Database and Web Data - Study Note
  • CODE - Import Excel, Web Data in R
  • Export Data in R - Text
  • Export Data in R - Text,CSV,Excel - Text Study Note
  • CODE - Export Data in R - Text
  • Export Data in R - CSV & Excel
  • CODE - CSV & Excel
  • All Code: Import and Export in R
Data Manipulation in R
  • Data Manipulation - Apply Function
  • Data Manipulation - select
  • Data Manipulation STUDY NOTE
  • Dplyr Package
  • Dplyr Package Study Note
  • Dplyr Package part #2 - mutate(),filter()
  • mutate(),filter(),arrange() Function Study Note
  • Dplyr Package #3 - summarise()
  • summarise() Function and Pipe operator Study Note
  • Dplyr Package #4 -groupby()
  • Groupby() Part 2 - Get the Flight data from hflight dataset that departed too
  • Group By Function Study Note
  • Different format of Date
  • Data Manipulation - Date with R
  • All Code: Data Manipulation
Data Visualization
  • Data Visualization - Scatter Plot
  • Data Visualization - Scatter Plot Study Note
  • Data Visualization - mfrow
  • Data Visualization - mfrow Study Note
  • Data Visualization - pch
  • Data Visualization - pch Study Note
  • Data Visualization - Color
  • Data Visualization - Color Study Note
  • Data Visualization - Line Chart
  • Data Visualization - Line Chart Study Note
  • Data Visualization - Bar Plot
  • Data Visualization - Bar Plot STUDY NOTE
  • Data Visualization - Pie Chart
  • Data Visualization - Pie Chart STUDY NOTE
  • Data Visualization - Histogram
  • Data Visualization - Histogram STUDY NOTE
  • Data Visualization - Density Plot
  • Data Visualization - Density Plot STUDY NOTE
  • Data Visualization - Box Plot
  • Data Visualization - Box Plot STUDY NOTE