Question

The deployment phase of the CRISP-DM methodology can include:

A. Given to management or other decision makers in the form of a report
B. Implementing the predictive model in a machine learning app environment
C. Generating a web service to use the prediction
D. Documenting the data requirements for future re-evaluation of the model
E. All of the above

Answer 1

The deployment phase of the CRISP-DM methodology includes providing reports, implementing the predictive model in an app, generating web services for prediction, and documenting data requirements for future model evaluation.

Step-by-step explanation:

The deployment phase of the CRISP-DM methodology can include a variety of activities to operationalize the model developed during the earlier phases of the project. Specifically, it includes:

• Providing reports to management or other decision-makers.
• Implementing the predictive model within a machine learning application environment.
• Generating a web service to utilize the prediction.
• Documenting data requirements for future re-evaluation of the model.

In essence, the deployment phase is about delivering the model's insights and ensuring that the model can be effectively used and maintained moving forward.