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Salesforce AP-215 Exam Syllabus Topics:

SectionWeightObjectives
Data Permissions and Governance5%- Data update controls
- Parent-child data setups
- User access and roles
General Functionalities13%- Basic concepts and terminology
- Navigation and interface
- Core platform capabilities
Datasets and Data Views10%- View configuration and sharing
- Filtering and segmentation
- Dataset creation and management
Data Mapping and Modeling5%- Dimensions and measures
- Source of truth configuration
- Data structure and relationships
Dashboards and Visualization15%- Dashboard design and layout
- KPI and metric display
- Chart types and usage
Data Quality and Cleansing7%- Duplicate management
- Validation rules
- Error handling and correction
Performance and Troubleshooting5%- Common issues and fixes
- Monitoring and optimization
Reporting and Analytics12%- Insight generation and interpretation
- Attribution models
- Report creation and scheduling
Automation and Workflow5%- Automated distribution
- Workflow setup
Overarching Entities3%- Use cases and application scenarios
- Structure and configuration
Calculated Fields and Functions5%- Custom calculations
- Extract and transformation formulas
- VLOOKUP and FUZZYVLOOKUP
Data Integration and Ingestion12%- API and file-based import
- Data streams and connectors
- Refresh schedules and data flow
Data Harmonization3%- Pros and cons of harmonization approaches
- Cross-source alignment
- Standardization methods

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

1. After uploading a standard file into Marketing Cloud intelligence via total Connect, you noticed that the number of rows uploaded (to the specific data stream) is NOT equal to the number of rows present in the source file. What are two resource that may cause this gap?

A) All mapped Measurements for a given row have values equal to zero
B) Main entity is not mapped
C) The source file does not contain the media Buy entity
D) The file does not contain any measurements (dimension only)


2. Your client would like to create a new harmonization field - Exam Topic.
The below table represents the harmonization logic from each source.

As can be seen from the table there are in fact two fields that hold a certain connection: Exam ID and Exam Topic. The connection indicates that where an Exam ID is found -a single Exam Topic value is associated with it.
The Client has a requirement to be able to view measurements from all data sources sliced by Exam Topic values as seen in the following example:

Which harmonization feature should an Implementation engineer use to meet the client's requirement?

A) Transformers
B) Custom Classification
C) Calculated dimensions
D) Parent Chile
E) Fusion


3. An implementation engineer is requested to integrate the following files:
File A:

File B:

The client would like to link the two files in order to view the two KPIS (Tasks Completed' and 'tasks Assignmed') alongside'Employee Name' and/or 'Squard'.
A Parent-Child configuration was set between the two.
Which two statements are correct?

A) The two files cannot be Joined as they hold different measurements
B) The two files were uploaded to a different Generic type
C) Any one of the files can potentially be set as the Parent data stream
D) The two files cannot be joined as they hold different dates
E) The join can be successful even if "empjd' isn't mapped and employee.name' is mapped to the same entity name in both data streams


4. A client's data consists of three data streams as follows:

* The data streams should be linked together through a parent-child relationship.
* Out of the three data streams, Data Stream C is considered the source of truth for both the dimensions and measurements.
Which data stream should be set as a parent?

A) Data Stream A
B) Any of the data streams can technically be the parent
C) Data Stream B
D) Data Stream C


5. 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 assuming that the file is mapped in a GENERIC data stream type with the following mapping
"Day" - Standard "Day" field
"Opportunity Key" > Main Generic Entity Key
"Opportunity Stage" - Main Generic Entity Attribute
"Opportunity Count" - Generic Custom Metric
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?

A) 1
B) 0
C) 3
D) 2


Solutions:

Question # 1
Answer: A,B
Question # 2
Answer: B
Question # 3
Answer: C,E
Question # 4
Answer: D
Question # 5
Answer: B

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