Case Study

Overview

Teaching: 30 min
Exercises: 0 min

Questions

• How to apply my python skills on real world data?

Objectives

• Apply CRISP-DM on Titanic dataset.

We will demonstrate how to apply CRISP-DM framework on a real world dataset-Titanic dataset. Download the dataset and notebook template(and solution) from here. Please work on notebook CaseStudy_Titanic_Template.ipynb. You may find solutions for all tasks in CaseStudy_Titanic_Solution.ipynb.

In this case study, We will

• explore the data,
• practice data preparation,
• visualize the data and
• construct a linear regression

Just follow the instructions in the template and finish all the tasks. Please note that this dataset is not a good dataset for regression. We do it just for practice purpose.

Key Points