Instructors: Alex Aklson & Polong Lin
Course link: Data Science Methodology
- Business Understanding
- Analytic Approach
- Data Requirements
- Data Collection
- Lab: From Problem to Approach
- Lab: From Requirement to Collection
- Quiz: From Problem to Approach
- Quiz: From Requirement to Collection
- Data Understanding
- Data Preparation
- Modeling
- Evaluation
- Lab: From Understanding to Preparation
- Lab: From Modeling to Evaluation
- Quiz: From Understanding to Preparation
- Quiz: From Modeling to Evaluation
- Deployment
- Feedback
- Quiz: From Deployment to Feedback
- Peer-review Assignment