In this demo, we'll be walking step-by-step through how a data scientist would tackle the Maven Halloween Challenge to use data to find the perfect treats to give out on Halloween.

Using both machine learning in Python and data visualization in Tableau, we'll be walking through the following concepts:

Python:

• Data science approach

• Applying PCA

• Creating a scatter plot with jitter

• Exporting data

Tableau:

• Importing data

• Creating a scatter plot

• Filtering the data

• Identifying clusters

• Making final recommendations

... all in 15 minutes!