02 - Notes

Cross-Industry Project Analysis Flow

Cross Industry Project for Data Mining

Agnostic framework to go about data mining

Overview

Flow

Project Understanding

What is the problem?

• Our goal to meet with SMEs to understand problem
• IS the project reasonable

Data Understanding

• If data not available then revise project goals or cancel project

Data Prep

90% of the typical work

Modeling

Select, buikd, and assess models

Evaluate Final Model

What have we learned?
Does the outcome meet project goals?

Deployment

Usually hand off the project to the SME