Meet Your Instructor
  • Meet Your Instructor
  • Course Curriculum Overview
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
  • How to switch your career into ML
  • How to switch your career into ML Part #2
Course Curriculum Overview
  • What We are Going to Discuss Over the Course
INTRODUCTION TO R
  • Introduction to R
  • Introduction to R
  • Setting up R
R Programming
  • R Programming - R Operator
  • R Conditional Statement & Loop
  • R Conditional Statement & Loop Study Note
  • R Programming - R Function
  • R Programming - Function in R Study Note #1
  • R Programming - R Function #2
  • R Programming - R Function #2
  • R Programming - R Function #3
  • R Programming - R Function #3
  • All Codes : R Programming Study Note
R Data Structure
  • R Data Structure - Vector
  • Vector Study Note
  • All Code - Vector
  • Matrix, Array and Data Frame
  • Matrix, Array and Data Frame - Study Note
  • CODES - Matrix, Array and Data Frame
  • Code - Data Frame Part #2
  • A Deep Drive to R Data Frame
  • A Deep Drive to R Data Frame - Study Note
  • R Data Structure - Factor
  • R Data Structure - Factor Study Notes
  • 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
  • Import CSV Data in R study note
  • Code - Import CSV Data in R
  • Import Text Data in R
  • Import Text Data in R STUDY NOTE
  • CODE - Import Text Data in R
  • Import Excel, Web Data in R
  • Import Excel, Web Data in R STUDY NOTE
  • Export Data in R - Text
  • Export Data in R - CSV & Excel
  • Export Data in R - Text,CSV & Excel Study Note
  • All Code: Import and Export in R
Data Manipulation
  • Data Manipulation - Apply Function
  • Data Manipulation - Apply Function STUDY NOTE
  • Data Manipulation - select
  • Data Manipulation - mutate
  • Data Manipulation - filter
  • Data Manipulation - arrange
  • mutate(),filter(),arrange() Function Study Note
  • Data Manipulation - Pipe Operator
  • Pipe operator Study Note
  • Data Manipulation - group by
  • Group By Function Study Note
  • Data Manipulation - Date
  • Data Manipulation - Date with R STUDY NOTE
  • All Code: Data Manipulation
Data Visualization
  • Introduction to 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
  • Data Visualization - Mosaic Plot and Heat Map
  • Data Visualization - Mosaic Plot and Heat Map SYUDY NOTE
  • Data Visualization - 3D Plot