ennakointimäärittelyjä
Ennakointimäärittelyt are the Finnish term for prediction specifications, formal documents that outline the design of predictive analytics projects. They serve as a bridge between business stakeholders and data scientists, ensuring that the analytical work aligns with organizational objectives and regulatory requirements. A typical ennakointimäärittely on a structured template that includes a problem statement, performance metrics, data sources, feature engineering guidelines, model selection criteria, validation strategy, and ethical considerations such as bias mitigation and explainability.
In practice, creating an ennakointimäärittely begins with a stakeholder interview to capture the question the business
Once the specification is approved, data scientists can begin modeling with confidence that the results will