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Introduction to R

  • Introduction
  • Getting Help In R
  • R Packages
  • Variables & Data Types

Importing Data into R

  • Import Data from Delimited Files
  • Import Data from Excel & Statistical Softwares


Data Wrangling - Part 1

  • Introduction to dplyr Verbs
  • Joining Tables with dplyr
  • dplyr Helpers
  • Introduction to tibbles
  • Readable Code with Pipes

Data Wrangling - Part 2

  • Hacking Strings in R
  • Working with Date & Time in R
  • Handling Categorical Data in R
  • Demystifying Regular Expressions in R


ggplot2 - Part 1

  • Introduction
  • Quick Tour
  • Geoms
  • Aesthetics
  • Text Annotations
  • Scatter Plot
  • Bar Plot
  • Box Plot
  • Line Chart
  • Histogram

ggplot2 - Part 2

  • Guides - Part 1
  • Guides - Part 2
  • Guides - Part 3
  • Axes
  • Facets
  • Themes


Data Visualization - Base

  • Introduction
  • Axis, Title & Labels
  • Scatter Plot
  • Bar Plot
  • Box Plot
  • Line Chart
  • Histogram
  • Text Annotations
  • Legends
  • Facets

Databases & SQL

  • Introduction to DBI & RSQLite
  • Introduction to SQL


Git & GitHub

  • Introduction
  • Command Line Crash Course
  • Installation & Set Up
  • Projects & GitHub Tour
  • Git Commands

RMarkdown

  • Introduction to RMarkdown


Web Technologies

  • Practical Introduction to Web Scraping

Unsupervised Learning

  • Market Basket Analysis
  • Customer Segmentation using RFM Analysis


R Packages

  • pkginfo: Retrieve Package Information




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