Quantitative Modeling Lifecycle
Build a Useful Model
Total: 30 – 48 weeks
2 – 4 weeks
Business Understanding
- Project Objectives
- Business Expectations
4 – 6 weeks
Data Collection & Understanding
2 – 4 weeks
Data Preparation
4 – 6 weeks
Modeling
- Classification
- Regression
6 – 8 weeks
Deployment & Training
- Reproducibility
- User Interface Design
2 – 4 weeks
Document Everything