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Introduction to R
Introduction
Getting Help In R
R Packages
Variables & Data Types
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Importing Data into R
Import Data from Delimited Files
Import Data from Excel & Statistical Softwares
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Data Wrangling - Part 1
Introduction to dplyr Verbs
Joining Tables with dplyr
dplyr Helpers
Introduction to tibbles
Readable Code with Pipes
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Data Wrangling - Part 2
Hacking Strings in R
Working with Date & Time in R
Handling Categorical Data in R
Demystifying Regular Expressions in R
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ggplot2 - Part 1
Introduction
Quick Tour
Geoms
Aesthetics
Text Annotations
Scatter Plot
Bar Plot
Box Plot
Line Chart
Histogram
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ggplot2 - Part 2
Guides - Part 1
Guides - Part 2
Guides - Part 3
Axes
Facets
Themes
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Data Visualization - Base
Introduction
Axis, Title & Labels
Scatter Plot
Bar Plot
Box Plot
Line Chart
Histogram
Text Annotations
Legends
Facets
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Databases & SQL
Introduction to DBI & RSQLite
Introduction to SQL
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Git & GitHub
Introduction
Command Line Crash Course
Installation & Set Up
Projects & GitHub Tour
Git Commands
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RMarkdown
Introduction to RMarkdown
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Web Technologies
Practical Introduction to Web Scraping
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Unsupervised Learning
Market Basket Analysis
Customer Segmentation using RFM Analysis
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R Packages
pkginfo: Retrieve Package Information