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| Section | Objectives |
|---|
| Data Integration and Configuration | - Data Stream Types
- 1. Understanding different data stream types
- 2. Configuring data source properties
- Data Ingestion
- 1. Scheduling and refresh settings
- 2. File upload and API data sources
- Data Mapping
- 1. Data model configuration
- 2. Mapping fields from source files
|
| Reports and Activation | - Report Types
- 1. Report scheduling
- 2. Standard and custom reports
- Data Export
- 1. Exporting data and insights
- 2. Integration with external tools
|
| Marketing Intelligence Platform Fundamentals | - Platform Overview
- 1. Key features and capabilities
- 2. Marketing Cloud Intelligence (formerly Datorama) overview
- Administration and Security
- 1. User management and permissions
- 2. Workspace and account settings
|
| Data Visualization and Dashboards | - Dashboard Design
- 1. Building dashboards
- 2. KPI widgets and chart types
- Filters and Drill-Downs
- 1. Drill-down configuration
- 2. Global and local filters
- Calculated Measurements
- 1. Creating custom calculations
- 2. Formulas and functions
|
| Data Harmonization and Data Model | - Data Classification
- 1. Attribute classification
- 2. Hierarchy management
- Dimensions and Measures
- 1. Creating and managing dimensions
- 2. Creating and managing measures (KPIs)
- 3. Calculated measurements
- Parent-Child Data Streams
- 1. Override Media Buy Hierarchies
- 2. Linking data streams
- 3. Data Update Permissions
|
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Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions (Q15-Q20):
NEW QUESTION # 15
What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?
- A. Pacing - daily rows are being created for every lead and opportunity keys
- B. When a data stream type ''CRM - Leads' is created, another complementary 'CRM - Opportunity' is created automatically.
- C. The data is stored at the workspace level.
- D. No mappable measurements - all measurements are calculated
Answer: A,D
Explanation:
For performance issues when loading a dashboard using CRM data stream type:
Pacing can create performance issues because daily rows for every lead and opportunity key can result in a very large number of rows, increasing load times.
Having only calculated measurements means there are no direct, mappable values to query against, which can increase the computational load and affect performance.
NEW QUESTION # 16
An Implementation engineer is requested to create a new harmonization field 'Offer' and apply the following logic:

The implementation engineer to use the Harmonization Center. Which of the below actions can help implement the new dimension 'Offer?
- A. Two separate patterns (filtered by Linkedln or AdRoll sources).
Another single pattern for Web Analytics Site Source (filtered by Google Analytics source), extracting all three positions A total of 3 patterns. - B. Two separate patterns (filtered by Linkedin or AdRoll sources)
Within Google Analytics' mapping A formula that reflects the logic above will be populated within a Web Analytics Site custom attribute Another pattern to be created for the newly Web Analytics Site custom attribute (filtered by Google Analytics source).
A total of 3 patterns. - C. Two separate patterns (filtered by Linkedin or AdRoll sources).
Another single pattern for Campaign Name (filtered by Google Analytics source).
A total of 3 patterns. - D. Two separate patterns (filtered by Linkedin or AdRoll sources)
Within Google Analytics' mapping: A formula that reflects the logic above will be populated within a Campaign custom attribute.
Another pattern to be created for the newly campaign attribute (filtered by Google Analytics source).
A total of 3 patterns
Answer: D
Explanation:
To implement the new harmonization field 'Offer', the implementation engineer would create two separate harmonization patterns for LinkedIn and AdRoll sources, extracting the 'Campaign Name' using the specified delimiter and position. Then, within Google Analytics' mapping, a custom attribute for the 'Campaign' would be created to apply the formula logic based on the source. This allows for the harmonization of campaign data across different platforms, ensuring consistency in the reporting and analysis within Marketing Cloud Intelligence. The total patterns required would be three, one for each data source involved.
NEW QUESTION # 17
A technical architect is provided with the logic and Opportunity file shown below:
The opportunity status logic is as follows:
For the opportunity stages "Interest", "Confirmed Interest" and "Registered", the status should be "Open".
For the opportunity stage "Closed", the opportunity status should be closed Otherwise, return null for the opportunity status.

Given the above file and logic and assume that the file is mapped in the OPPORTUNITIES Data Stream type with the following mapping:
"Day" - "Created Date"
"Opportunity Key" + Opportunity Key
"Opportunity Stage" - Opportunity Stage
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 11th. What is the number of 'opportunities in the Confirmed Interest stage?
Answer: B
Explanation:
pivot table is filtered on January 11th, we refer to the Opportunity file and see that there are no records for January 11th. Thus, there would be zero opportunities in the Confirmed Interest stage on that date. The Salesforce Marketing Cloud Intelligence's pivot table feature allows for the display of counts of entities based on the filtered criteria, which in this scenario would show zero since no records exist for the filtered date. Reference: Salesforce Marketing Cloud Intelligence documentation on pivot table functionalities.
NEW QUESTION # 18
Which two statements are correct regarding LiteConnect?
- A. Data coming from LiteConnect cannot be harmonized with the rest of the workspace data via the harmonization center at a later step.
- B. The dataset does not conform to the standard data model
- C. It does not require any identification of entities, keys or any other categorization.
- D. All of the dimensions mapped within a LiteConnect data stream are considered overarching entities.
Answer: B,C
Explanation:
LiteConnect is a feature in Salesforce Marketing Cloud Intelligence that allows users to bring external data into the platform quickly and easily. Here are the correct statements regarding LiteConnect:
A . LiteConnect allows for a quick setup by not requiring detailed identification of entities, keys, or categorization. Users can upload files without having to conform to the standard data model, which speeds up the process of data integration.
B . With LiteConnect, datasets are uploaded in their native format and do not conform to the standard data model of Marketing Cloud Intelligence. This means that the original structure of the dataset is maintained, and there is no need for extensive transformation or mapping upon the initial data import.
For C and D: While LiteConnect datasets might not conform to the standard data model initially, there are capabilities within Marketing Cloud Intelligence to further categorize and harmonize this data if needed. Therefore, C is not entirely correct, and D is incorrect because harmonization can indeed occur at a later step.
NEW QUESTION # 19
An implementation engineer is requested to create the harmonization field - Magician This field should come from multiple Twitter Ads data streams, and should follow the below logic:

Using the Harmonization Center, the engineer created a single Pattern for Campaign Name. What other action should the engineer take to meet the requirements?
- A. Create a second Pattern for Media Buy Name and apply a Classification Rule (with the two values) for the final Harmonized Dimension
- B. Create a second Pattern for Media Buy Name and apply two Classification Rules (one for 'Messi' and another for Ronaldo') for the final Harmonized Dimension.
- C. Create a second Pattern for Media Buy Name
- D. Create a second Pattern for Media Buy Name and add a validation list (with the two values) for the final Harmonized Dimension.
Answer: B
Explanation:
For the field 'Magician', the engineer is required to follow a logic that extracts a value from 'Campaign Name' and checks against a validation list for specific values ('Messi' or 'Ronaldo'). If those values are not found, it should instead extract from 'Media Buy Name'. To accomplish this, the engineer should:
Use the created Pattern for 'Campaign Name'.
Create a second Pattern for 'Media Buy Name' to capture the fallback values.
Apply two Classification Rules to the Harmonized Dimension: one for the value 'Messi' and another for 'Ronaldo'. This is to check the extracted 'Campaign Name' against these specific values.
These steps ensure that the 'Magician' field will be populated with the correct values from the respective data streams following the specified logic.
NEW QUESTION # 20
......
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