You are a Customer Data Platform Specialist. Your company uses both audience insights
and Dynamics 365 Sales. To enhance the customer information within Dynamics 365, you
asked the Dynamics 365 administrators to add the audience insights timeline as a
Customer Card add-in control on the contact form.
The Dynamics 365 administrators asked you to update the company’s Dynamics 365 user
guide and explain how users can use the timeline.
Which action can users perform within the added customer card add-in timeline in
Dynamics 365?

Note: This question is part of a series of questions that present the same scenario. Each
question in the series contains a unique solution that might meet the stated goals. Some
question sets might have more than one correct solution, while others might not have a
correct solution.
You are a Customer Data Platform Specialist. Your company’s information technology
department (IT) has a CSV file stored on one of their Shared Documents folders within their
SharePoint sites which they have ingested into audience insights. The file contains a row
header with some special characters, columns of different types (quantities, prices, etc.),
and some rows with a high proportion of nulls and missing primary keys. You have been
asked to clean and transform the data in audience insights to be ready for unification.
What should you do?

Solution: Clean the data by removing any rows where the primary key is missing, delete
any leading or trailing zeros on the primary key, and name the query. Click “Next” and your
data is now ready for unification.
Does this meet the goal?

You are a Customer Data Platform Specialist. Your company has audience insights set up
as their Customer Data Platform solution. You transferred the management of the platform
to a contractor. You want the contractor to manage the existing connections without having
administrator access.
Which two statements are correct about allowing contributors to use a connection for
exports? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

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.

You are a Customer Data Platform Specialist. You are implementing a scheduled refresh in
audience insights.
Which two statements are correct when describing scheduled refreshes? Each correct
answer presents a complete solution.
NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. Some of the data your company stores need
to adhere to strict organization compliance and security when establishing connections and
exports. Your information technology department tells you that you must use a dedicated
Azure key vault with your audience insights environment to help the organization meet its
compliance requirements. The dedicated key vault will be used to stage and use secrets in
an organization’s compliance boundary.
Which two statements are true about using audience insights and Azure Key Vault to store
the secrets for each of the connections set up?
NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. You need to create an additional audience
insights environment based on the existing configuration in the development environment.
Which two statements are correct when creating an additional environment with limited
amount of required configuration? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. You want to add data sources that connect
to data in the organization’s Azure Data Lake. You need to enable data profiling for the
entity within the data source while creating it.
Which three actions should you perform in sequence to meet this requirement? To answer,
move the appropriate actions from the list of actions to the answer area and arrange them
in the correct order.