6 step to created AI model by CRISP-DM modeling approach 📚📚
1. Business Understanding: defining business objectives, clarify the queries related to core business objectives.
2. Data understanding: about historical data.
3. Data preparation: raise quality data to level required for machine learning algorithms could be process it.
4. Modeling: selecting a modeling technique or algorithm
5. Evaluation: assessing the accuracy.
6. Deployment: strategy for the training model in the live environment to work on new data. The models are monitored for accuracy.
CRISP-DM (cross-industry standard process for data mining)
Nhận xét