Introduction Videos 

Introduction to Jupyter Notebooks

Introduction to SQL and Python

Unit 1

Motivation Question

Loading CSV Files

Exploring Data Frames

Creating Subsets

Checking For Inconsistencies

Unit 2

Motivating Question

Creating Functions

Using Loops

Visualizations

Line Chart

Error Messages

Unit 3

Motivating Question

Constructing a Basic Query

Using Conditional Statements

Checking Rows and Duplicates

Using Aggregation Functions

Unit 4

Motivating Question

Joins

Other Joins

Using Aggregation Functions with Joins

Creating and Dropping Tables