MODULE DESCRIPTION:
Our Cross-Industry Standard Process for Data Mining module presents an overview of the Cross-Industry Standard Process for Data Mining (CRISP-DM), its details, optimization, steps, and industry examples.
MODULE OBJECTIVES:
- Define an overview of the Cross-Industry Standard Process for Data Mining (CRISP-DM) and detail its steps:
- Business Understanding,
- Data Understanding,
- Data Preparation,
- Modelling,
- Evaluation,
- Deployment.
- Define optimization techniques for CRISP-DM
- Identify examples from industry (Gas-Turbine Optimization, Equipment Health Management, and Natural Language Processing)
MODULE OUTCOME:
The delegates will gain a holistic understanding of the Cross-Industry Standard Process for Data Mining (CRISP-DM), how to optimize it, and be able to identify specific examples where it can be applied in industry.