Command Line Basics
Learn the basics of the command line, explore RStudio Terminal, execute commands in R & RMarkdown and execute R scripts in the command line.
Customer Segmentation using RFM Analysis
Learn to segment customers and reduce churn using RFM (recency, frequency, monetary) analysis.
Working with Databases using R
Learn to connect to databases from R, query data using SQL and dplyr, visualize and model data, and handle credentials
Introduction to R
A beginners guide to the R ecosystem. Get an introduction to R & Rstudio. Learn how to install packages and get help in R.
Import Data into R (Part 1)
Learn to read data into R from flat/delimited files, specify data types, handle column names, skip lines and read select columns
Import Data into R (Part 2)
Learn to read data from excel spreadsheets using the readxl package. Explore how to read a specific range of cells, rows or columns.
Data Wrangling with dplyr (Part 1)
Get an introduction to the grammar of data manipulation using dplyr. Learn to select, filter, mutate and summarize data
Data Wrangling with dplyr (Part 2)
Learn the best ways to join split data sets using dplyr's two table verbs to create single tables for data analysis
Data Wrangling with dplyr (Part 3)
Learn to tabulate, sample, extract and modify data in R. You will be introduced to the helper functions in dplyr.
Introduction to tibbles
Learn about tibbles, an alternative for data frames. You will learn to create and manipulate tibbles while understanding their features
Readable Code with Pipes
Learn to write readable code by using pipe operators from the magrittr package to clearly express a sequence of multiple operations