10Capstone and New Case Studies

Introduction

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

Modeling

Model Comparison

Next Steps

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

Developing a Management Report

Case Study 4: Carvana (Kaggle Contest)

Exercises

References

Introduction

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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