You are a Customer Data Platform Specialist. You are asked to create a household cluster to group profiles that share a set of demographic data points.

Which three actions should you perform in sequence to configure a household cluster? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

You need to implement the out-of-the-box product recommendation model to generate event recommendations for the post-purchase email.

What action must you perform to use this model?

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.

You need to fix the problem with exports to Dynamics 365 Sales.

What should you do?

You are a Customer Data Platform Specialist. The sales team asks you for an update on its requirement to be able to create a marketing list in Dynamics 365 Sales from audience insights data.

Which validation is necessary to satisfy the sales team’s requirement?

You are a Customer Data Platform Specialist. You are implementing an incremental refresh in audience insights. All the data is stored in an Azure SQL database and is ingested to audience insights using Power Query. You need to configure an incremental refresh for data sources.

Which four 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.

You are a Customer Data Platform Specialist. Your company implemented audience insights as their Customer Data Platform.

While discussing the AI possibilities of audience insights with a campaign manager, you mention that the solution can suggest segments based on the activities of a profile. The campaign manager asks you to run a suggestion based on the sales order lines that are available in audience insights.

Which three factors will affect the segment suggestions? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. Your organization is using Power Query when connecting to Data Sources in audience insights. You need to load eCommerce Contacts to audience insights.

Which statement about loading data to audience insights using Power Query is correct?

You are the administrator for a new Dynamics 365 Customer Insights environment at your organization.

You need to set up the Search & filter index for the first time.

What three 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.

Some of the data stored by your company needs to adhere to strict organization compliance and security when establishing connections and exports.

Your IT department tells you that you must use a dedicated Microsoft Azure Key Vault with a Dynamics 365 Customer Insights - Data environment to help the organization meet its compliance requirements. The dedicated key vault will be used to stage and use secrets in the organization's compliance boundary.

You need to use Customer Insights - Data and Azure Key Vault to store the secrets for each of the connections set up.

Which two prerequisites are needed? Each correct answer presents pan of The solution.

NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. Your organization recently implemented audience insights. You need to create a measure using the ‘Average Transaction Value’ template to track the average spent by a customer.

As part of the process of creating the measure, you need to add data and map it to the data from the Unified Activity entity.

When you are setting up the measure, which two steps should you perform to complete this task? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

You use Dynamics 365 Customer Insights - Data to generate insights about your customers.

You need to discover insights about your customers in natural language.

Which information can you use in each of the four key page components? To answer, move the appropriate component to the correct area in the 'Discover insights about your customers in natural language" screen. You may use each component once, more than once, of not at all. You may need to move split bar between panes or scroll to view content.

NOTE: Each correct match is worth one point.

You are a Customer Data Platform Specialist.

One of the marketing users asked you to create two lists:

• All customers that live in Paris, France
• All customers that have made more than ten online purchases

You decide to create these lists as quick segments.

Which two options should you use as the base in quick segments to create the required insights? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. The primary audience for your instance of audience insights is business accounts. You need to show audience insights data to Dynamics 365 Sales users without updating data in Dataverse.

Which Customer Card Add-in controls requires you to create semantic entity mapping before you can use it?

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 responsible for creating segments for your company's marketing team using Microsoft Dynamics 365 Customer Insights.

Your Chief Marketing Officer (CMO) wants to run a re-engagement campaign for customers that have a high probability of no longer purchasing your organization's products in the next three months.

The CMO asks you to use Dynamics 365 Customer Insights to generate a segment of customers that would meet this requirement.

Solution:

1. Generate an attribute-based segment suggestion using a measure for "number of purchases in the past three months. ** and "loyalty customers" as an assessment attribute.

2. On the Suggestions page, create a segment on the suggestion tile.

Does this meet the goal?

You are a Customer Data Platform Specialist. The chief marketing officer (CMO) asked you to look at different use cases as you are implementing the Customer Insights platform.

Which use case is applicable to either audience insights or engagement insights? To answer, drag the appropriate capability to the correct use case. Each capability may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

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. The marketing manager at your company wants to understand the training model performance for a customer lifetime value (CLV) model you configured.

What do the possible training model performance grades signify? To answer, drag the appropriate definition to the correct grade value. Each definition may be used once or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

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 implementing Microsoft Dynamics 365 Customer Insights as your company's Customer Data Platform.

The initial dataset tables contain contacts from Dynamics 365 Sales, eCommerce customers, and service management platform incidents.

In your first unification run, you set Dynamics 365 as the primary table but only see eCommerce profiles that were able to be matched with Dynamics 365 contacts.

You need to ensure that unmatched eCommerce customers are also added as a profile in Dynamics 365 Customer Insights.

Solution: Configure the eCommerce table above the Dynamics 365 table in the Source Fields step.

Does this meet the goal?

You need to unify the different data sources within Microsoft Dynamics 365 Customer Insights through the data unification process.

After you selected Create customer profiles on the Review step, you notice that you still need to rename a customer field.

What is the fastest way to perform the correction?

You are a Customer Data Platform Specialist. You are in the process of implementing audience insights at a bank.

You finished setting up the different initial data sources. You are starting the unification process.

Which three tasks do you need to perform in the Mapping phase of the unification process? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

You are reviewing the system status in Microsoft Dynamics 365 Customer Insights. You notice that different refresh processes are not successful. You need to find the step that is blocking these processes from refreshing.

Which dependency types are associated with each process? To answer, drag the appropriate dependency types to the correct processes. Each user group may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct match is worth one point.

You need to configure the out-of-the-box sentiment analysis model to run on survey response data.

Which two fields contain data that must be mapped to model input parameters? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. The marketing team wants to send personalized marketing emails to customers, but the customer FullName attribute has not been correctly populated as part of the profile unification process.

You update the Map process to include the loyalty.member.fullname, ecom.member.fullname, and cclubcust.member.full_name fields. Then, you map the fields to the Person.FullName semantic type. Audience insights automatically merges these fields into the FullName attribute on the Merge page.

What action should you perform to make sure the merged FullName field contains the most trusted data available?

Your manager asks you to delete all custom deduplications rules and create new ones for each regional data source. Customer records are considered duplicates if they contain:

1. Close match on first name,

2. Same last name.

3. Same street address, and

4. Same postal code

You need to complete the configuration of the deduplication matching conditions.

You created a Microsoft Dynamics 365 Customer Insights environment for testing by copying the configuration of the production environment.

You need to make sure the new environment is operational and satisfies all relevant requirements.

Which three steps should you perform after creating the new environment? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

You are a Customer Data Platform Specialist. The marketing team requested that customer cellphone numbers be added to the customer profile in audience insights. The customer cellphone numbers are stored in a separate table in the Azure Gen 2 Storage Account.

You decide to create the data source(s) needed in audience insights.

Which statements best describes the steps needed to ingest the required data to audience insights?

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.

Your manager asked you to evaluate the use of suggested segments for marketing campaigns.

You need to tell your manager what kinds of segments can be suggested based on the current Dynamics 365 Customer Insights configuration.

Which two types of segments can be suggested? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.