Stat 133 Slides

Introduction

• Welcome
• Data Analysis Cycle (DAC)
• DAC Example
• Research Question
• Data Perspectives

Data Structures in R

• About R
• Data Types
• R Vectors
• R Arrays
• R Lists
• R Data Frames (1)
• R Data Frames (2)

Filesystem and CLI

• Filesystem Basics
• File Paths
• Shell Basics
• Command Line (Terminal)
• Working with Files
• Redirection
• Pipes

Git

• Git Introduction
• Git Basic Workflow
• Git Undoing Changes
• Git Remotes

Data Tables

• Data Tables
• Data in Spreadsheets
• Importing Tables (1)
• Importing Tables (2)
• Introduction to dplyr

Data Visualization

• Introduction
• Encoding Data in Graphs
• The Visual System
• Using Color
• Effective Charts
• Intro to ggplot2
• Base R plot (1)
• Base R plot (2)