To build an initial model, our workflow includes several steps:
- Data load and preprocessing, often referenced as extract-transform-load (ETL).
- Load
- Parse
- Handle missing values
- Unify data into a form expected by an algorithm.
- Model training
- Model evaluation
- Model deployment