Production cycle
Production cycle
- Project scoping
- objectives
- constraints
- evaluation criteria
- Data management
- data source
- data format
- data processing
- data control
- data storage
- Model Development
- labeling
- feature engineering
- training
- evaluation
- Deployment
- Monitoring and maintenance
- Business analysis
- Iterative and incremental development
- Cross-functional communication and collaboration are crucial