Module 4: Visualizing Distributions and Exploratory Data Analysis

In this module we will be learning about how to visualize two dimensional and categorical distributions of data as well as how to perform exploratory data analysis.

0Module Learning Outcomes

1Visualizing Multidimensional Distributions

2True or False: Plotting Multiple Numerical Columns

3Which Plot Is It?

4Graph Analysis

5Fire and Ice: Heatmaps with Antarctic Penguins

6Visualizing Categorical Distributions

7Return of the Pokemon

8Exploratory Data Analysis

9True or False: Exploratory Data Analysis (EDA)

10Exploring EDA

11Plotting Numeric Columns with Penguins

12Exploratory Data Analysis on Categorial Data

13Repeating Categorical Columns Quick Questions!

14Plotting Repeated Categorical Columns with Penguins

15What Did We Just Learn?

About this course

In this course we will be learning how to create effective data visualizations to strengthen our exploratory data analysis skills and our ability to communicate insights to others.

About the program

The University of British Columbia (UBC) is a comprehensive research-intensive university, consistently ranked among the 40 best universities in the world. The Key Capabilities in Data Science program was launched in September 2020 and is developed and taught by many of the same instructors as the UBC Master of Data Science program.