10Capstone and New Case Studies


Case Study 1: Cell Classification

Stage 1: Define the Problem

Stage 2: Prepare for Modeling

Stage 3: Modeling

Case Study 2: Blue Book for Bulldozers (Kaggle Contest)

Getting to Know the Data

Data Preparation


Model Comparison

Next Steps

Case Study 3: Default Credit Card, Presenting Results to Management

Developing a Management Report

Case Study 4: Carvana (Kaggle Contest)




In this chapter, we present four case studies. The first, Cell Classification, is the only comprehensive example, or capstone, illustrating the entire Business Analytics Process but in a non-business environment. The second, Bulldozer Blue Book, is based on a Kaggle contest to predict the ...

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