Activities

Note: The activities are designed to be completed in order, but feel free to skip around if you have some experience with R!

First Steps - Software and RMarkdown

Software: Accessing R and RStudio
RMarkdown: Introduction to RMarkdown

Activity 1

Part 1: Downloading the Data
Part 2: Data Essentials

Activity 2

Activity: Visualization in R with ggplot2
Resources: ggplot2 cheat sheet, dplyr cheat sheet, data exploration cheat sheet

Activity 3

Part 1: Activity: Introduction to data wrangling
Part 2: Activity: Data wrangling practice
Resources: dplyr cheat sheet

Activity 4

Activity: Working with Large Data Sets and Coding in Teams
Resources: dplyr cheat sheet, Data Wrangling

Activity 5

Activity: Regression Models in R

Activity 6

Activity: Model Selection (best subset and stepwise)

Activity 7

Activity: Regression Trees

Activity 8

Activity: Practice: Getting started with DataFest Data

Activity 9

Activity:: Thinking about your presentation