Week 5

Introduction

This module will give some tools to use when performing exploratory data analysis, a framework that helps you to better understand your data prior to doing any more formal analysis.

Objectives

After completing this module, students will be able to:

• Evaluate exploratory figures
• Define exploratory data analysis
• Interpret exploratory data analysis output
• Create exploratory data analysis code

Activities

• R for Data Science - chapter 7

Weekly Videos

• EDA - Missing Data

• EDA - Variation

• EDA - Covariation

• EDA - Rare/Common Cases

• R Projects

R Syntax

• Exploratory Data Analysis
• R Projects - RStudio

Assignments

To come …