Your company is trying to map suppliers to retail stores in a many-to-many cardinality. Many suppliers can supply to one retail store and many retail stores can be supplied by one supplier. As part of the data source, a linking entity is available.
You need to provide guidance on creating many-to-many relationships for suppliers and retail stores.
What should you recommend?
d
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.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You are a Customer Data Platform Specialist. Your company's information technology department already ingested a CSV file with column names in the first row into audience insights. You are asked to clean and transform the data to get it ready for unification.
What can you do to satisfy the requirements?
Solution: Clean the data by removing any rows with nulls and deleting any leading zeros on the primary key. Click `Next` and your data is now ready for unification.
Does this meet the goal?
b
Reference:
https://docs.microsoft.com/en-us/dynamics365/customer-insights/audience-insights/connect-power-query
DRAG DROP As a Customer Data Platform Specialist, you set up audience insights as the new Customer Data Platform.
The product owner wants you to make sure that data sources are refreshed daily.
Which five actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Select and Place:

Reference:
https://docs.microsoft.com/en-us/dynamics365/customer-insights/audience-insights/system
You need to unify the different data sources within Microsoft Dynamics 365 Customer Insights through the data unification process.
After you selected Run on the Merge page, you notice that you still need to rename a merged field.
What is the fastest way to perform the correction?
d
Your company implemented Microsoft Dynamics 365 Customer Insights as the Customer Data Platform, and you are assigned as an administrator. You monitor the status overview in the Administration section of the important product processes on a daily basis.
When the status does not show Successful, you must recognize the dependencies between refresh processes.
What are two of these dependencies?
NOTE: Each correct selection is worth one point.
cd
An organization is using Microsoft Power Query when connecting to data sources in Microsoft Dynamics 365 Customer Insights.
You need to load eCommerce Contacts to Dynamics 365 Customer insights using Power Query.
Which is an appropriate action to take when using Power Query to ingest data?
c
You are a Customer Data Platform Specialist. You need to create relationships to connect entities so that they can be further used in defining segments and measures by the marketing team.
Which three relationship types are available in audience insights? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
ade
Reference:
https://docs.microsoft.com/en-us/dynamics365/customer-insights/audience-insights/relationships
Your organizations IT team wants to use the out-of-the-box customer lifetime value (CLV) machine learning (ML) capabilities that come with Microsoft Dynamics 365 Customer Insights. The team has some concerns about the suitability of their data.
You need to provide recommendations for data characteristics that will improve the accuracy of the CLV model.
Which two recommendations should you provide? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
ad
You are a Customer Data Platform Specialist. Your company's information technology team wants to use the out-of-the-box customer lifetime value (CLV) machine learning (ML) capabilities that come with audience insights, but the team has some concerns about the suitability of their data. You need to confirm if their research about data requirements is correct.
Which two statements are correct about the data characteristic requirements for configuring the CLV ML model? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
ac
Reference:
https://docs.microsoft.com/en-us/dynamics365/customer-insights/audience-insights/predict-customer-lifetime-value
An organization is using Microsoft Power Query when connecting to data sources in Microsoft Dynamics 365 Customer Insights.
You need to load eCommerce Contacts to Dynamics 365 Customer Insights using Power Query.
Which is an appropriate action to take when using Power Query to ingest data?
d