In this assignment, you will write a summary of the exploration, preparation, visualizations, and predictive analysis of a dataset. Choose a dataset from the pre$-$loaded datasets. You will be using the same dataset for the next two assignments.

Before you begin, you should have read and watched all the learning resources for this unit. This exercise focuses on predictive analytics, but to get to that stage in the process, you need to perform exploration and data preparation. You$$ll need to get to know this data before the predictive analytics will be meaningful.

There are six steps in this assignment:

Select dataset.

Explore data.

Prepare data.

Create visualization.

Perform predictive analytics.

Summarize the previous five steps.