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 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.
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 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?
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 need to begin planning how to address the marketing team's requests for future enhancements.
If you implement the requested changes, what is the total number of connections that will be required in BYAE's Dynamics 365 Customer Insights environment?
You want to address the IT operations teams goal.
What is the first step you should take?
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 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 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 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 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?
The marketing team is working on a campaign to email cou
You need to ensure all data required to build the necessary segments is available in Microsoft Dynamics 365 Customer Insights.
Which four 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.
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.
The marketing team wants to create a segment for a new email campaign to invite customers to a series of in-store events.
What should you do first?
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.
You need to fix the problem with exports to Dynamics 365 Sales.
What should you do?
The marketing team wants to invite cycling club customers to a new product launch webinar.
You need to ensure all necessary data is available to create a segment to target the appropriate customers.
What should you do?
You are a Customer Data Platform Specialist. Your company operates mainly in the business-to-business (B2B) space.
The chief marketing officer (CMO) asks you to implement audience insights and ensure that it can handle the company’s B2B scenarios and data.
Which statement is correct when considering audience insights for business accounts versus individual consumers?
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.
Your company uses both Dynamics 36$ Customer Insights - Data and Dynamics 365 Sates. To enhance the customer information within Dynamics 365. the administrators added the Customer Insights - Data timeline as a Customer Card Add-in control on the contact form.
You need to update the company's Dynamics 365 user guide and explain how users can use the timeline.
Which actions can users perform from the Customer Insights - Data timeline on a Dynamics 365 form?
Your company uses Microsoft Dynamics 365 Customer Insights - Data as the Customer Data Platform.
The marketing team needs to know the total amount the customer has spent. The order lines are linked to a profile as part of the point-of-sale data source and through their loyalty ID.
Which function should you select in order to create this insight when creating a measure?
Your organization is using Microsoft Power Query when connecting to data sources in Microsoft Dynamics 365 Customer Insights. You loaded eCommerce profiles to Dynamics 365 Customer Insights. The table contains a iastupdated field that is loaded as a text field instead of a date field.
You need to fix the column format.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Your team developed and integrated a batch inferencing pipeline to audience insights. This allows for a new custom machine learning (ML) model to run and deliver new insights to your unified profiles data. Your team is manually running the custom machine learning workflows.
Which statement is correct about allowing your workflow to run automatically with every scheduled refresh?
You are a Customer Data Platform Specialist. You completed all the steps in the match phase of the data unification process in the audience insights. You need to review and validate your match results.
Which three metrics are available for you to validate the results? Each correct answer presents a complete solution.
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.
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 folder 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 transforming the first row to be used as headers and removing special characters and spaces from header row, defining column types to be appropriate field types, remove rows with missing primary keys, 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. 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.
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 a Customer Lifetime Value model for the next three months.
2. On the results page, review the model results to identify the characteristics of the lowest "Value of customers by percentile" group.
3. Create a segment using the CLVSore field and a Lesser than operator for the upper bounds value of the group you identified.
Does this meet the goal?
You are configuring a new Dynamics 365 Customer Insights - Data environment that is focused on business accounts. You have completed business account unification, and you are now setting up contact unification.
You need to configure a relationship between a contact table and an account table.
Which two values do you need to specify on the Relationships page? Each correct answer presents part of the solution.
MOTE: Each correct selection is worth one point.
You are a Customer Data Platform Specialist. Your organization is using the Dynamics 365 Customer Insights as the Customer Data Platform.
Your marketing team wants to explore the suggested segments feature and create a segment based on measures.
Which four steps should be performed in sequence to achieve this goal? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Your data analytics team wants to create a custom machine learning model to predict whether a customer will purchase a particular product.
You need to explain what is required for integrating a custom model with Microsoft Dynamics 36S Customer Insights. Which two requirements should you tell them? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
You are a Customer Data Platform Specialist. You successfully installed the Customer Card Add-in and the required add-in control in Dynamics 365 Sales app. You need to show customer enrichment data from audience insights in the Dynamics 365 Sales application.
Which two statements must be true for you to show the required data on a Customer Card Add-in control? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
You are implementing Microsoft Dynamics 365 Customer Insights at a bank. After going through the unification process, you notice that customer profile cards appear nameless.
You need to reserve this problem and add the full name to the customer profile cards.
What should you do?
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?
Online orders are ingested into Dynamics 365 Customer Insights - Data through real-time data ingestion. Departments like customer service can see the orders directly in the Customer Insights - Data timeline when it is added to the contact form in Dynamics 365.
A service representative notices an error with the total order amount that is measured in Customer Insights - Data. While today's online orders are visible in the timeline, the amount fails to update.
The representative needs you to explain why this is happening.
What reason should you provide?