About this course
Exploratory data analysis is an approach for summarizing and visualizing the important characteristics of a data set.
Promoted by John Tukey, exploratory data analysis focuses on exploring data to understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that data set came into existence, and to decide how it can be investigated with more formal statistical methods.
If you’re interested in supplemental reading material for the course check out the Exploratory Data Analysis book. (Not Required)
What you will learn
- What is EDA?
- R Basics
- Explore One Variable
- Explore Two Variables
- Explore Many Variables
- Diamonds and Price Predictions