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A data science team has trained an XGBoost classification model for product recommendations on Databricks. TheAgentforce Specialistis tasked with bringing inferences for product recommendations from this model into Data Cloud as a stand-alone data model object (DMO). How should theAgentforce Specialistset this up?
Correct Answer: A
To integrate inferences from an XGBoost model into Salesforce's Data Cloud as a stand-alone Data Model Object (DMO): * Create the Serving Endpoint in Databricks: * The serving endpoint is necessary to make the trained model available for real-time inference. Databricks provides tools to host and expose the model via an endpoint. * Configure the Model Using Model Builder: * After creating the endpoint, theAgentforce Specialistshould configure it within Einstein Studio's Model Builder, which integrates external endpoints with Salesforce Data Cloud for processing and storing inferences as DMOs. * Option B: Serving endpoints are not created in Einstein Studio; they are set up in external platforms like Databricks before integration. * Option C: A Python SDK connector is not used to bring model inferences into Salesforce Data Cloud; Model Builder is the correct tool.