You are a Customer Data Platform Specialist. You are configuring a workflow for a custom model using an Azure Machine Learning batch pipeline. Configuring this type of model requires different parameters than Machine Learning Studio (Classic) models.
Which two configuration parameters are required specifically for Azure Machine Learning batch pipelines? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

Your organization's marketing team is in the process of mapping tables and attributes in the data unification process of Dynamics 365 Customer Insights - Data. They need your help with this task.
You need to explain to the marketing team how Customer Insights - Data handles the mapping of semantic types for table attributes.
Which two statements should you convey? Each correct answer presents part of the solution.
NOTE Each correct selection is worth one point.

You have data that needs to be loaded from Microsoft Dataverse into an instance of Microsoft Dynamics 365 Customer Insights.
You need to create a data source that connects to a Dataverse-managed data lake.
Which three statements do you need to be aware of when creating the connection?
NOTE: Each correct selection is worth one point.

You have data that needs to be loaded from Microsoft Dataverse into an instance of Microsoft Dynamics 365 Customer Insights.
You need to create a data source that connects to a Dataverse-managed data lake.
Which three statements do you need to be aware of when creating the connection?
NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. You already have a few existing production environments for audience insights. You were given a new production environment.
Which two statements are correct about creating a new production environment when other environments already exist? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.