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Salesforce AP-215 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Integration and Ingestion | 12% | - Refresh schedules and data flow - API and file-based import - Data streams and connectors |
| Calculated Fields and Functions | 5% | - Extract and transformation formulas - Custom calculations - VLOOKUP and FUZZYVLOOKUP |
| Datasets and Data Views | 10% | - View configuration and sharing - Filtering and segmentation - Dataset creation and management |
| Data Quality and Cleansing | 7% | - Validation rules - Duplicate management - Error handling and correction |
| Data Permissions and Governance | 5% | - Parent-child data setups - User access and roles - Data update controls |
| Reporting and Analytics | 12% | - Insight generation and interpretation - Report creation and scheduling - Attribution models |
| Data Mapping and Modeling | 5% | - Source of truth configuration - Dimensions and measures - Data structure and relationships |
| Dashboards and Visualization | 15% | - Dashboard design and layout - KPI and metric display - Chart types and usage |
| Automation and Workflow | 5% | - Automated distribution - Workflow setup |
| Data Harmonization | 3% | - Pros and cons of harmonization approaches - Cross-source alignment - Standardization methods |
| Performance and Troubleshooting | 5% | - Monitoring and optimization - Common issues and fixes |
| Overarching Entities | 3% | - Use cases and application scenarios - Structure and configuration |
| General Functionalities | 13% | - Core platform capabilities - Navigation and interface - Basic concepts and terminology |
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
1. Your client is interested in ingested the below file to a new generic data stream type:
The field 'Meeting Code' was mapped to the main entity key. 'How should the 'Room Number' be mapped?
A) A custom metric and set aggregation to AUTO
B) A custom metric and set aggregation to SUM
C) A separate entity key
D) An attribute of 'Meeting Code'
2. Source 3:
Via the harmonization Center, the Client has created Patterns and applied a classification rule using source 2.
While performing QA, you have spotted that the final value of clicks for Product Group Ais 10, where it should've been i5.
How can an implementation engineer fix this discrepancy?
A) Upload both source 1 and 3 to the same data stream type in order to be able to generate Patterns from them.
B) Uncheck the "Case Sensitive" checkbox in the data classification
C) Leave the "Case Sensitive" checkbox in the data classification unchecked
D) Toggle the 'Structure Compliant' OFF.
3. An implementation engineer has been asked to perform QA for a standard file ingestion, done by the client.
The source file that was ingested can be seen below:
The number of rows added to this data stream is 3. What could have led to this discrepancy?
A) All fields are mapped except for the Media Buy Key.
B) All fields are mapped except for the Campaign Key
C) All fields are mapped except for the Creative Name
D) All fields are mapped except for the Media Buy Name.
4. 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:
The client suggested to create, without any mapping manipulations, several patterns via the harmonization center that will generate two Harmonized Dimensions:
Exam ID
Exam Topic
Given the above information, which statement is correct regarding the ability to implement this request with the above suggestion?
A) The solution will work - the client will be able to view Exam Topic with Email Sends.
B) The Harmonized field for Exam ID is redundant. One Harmonized dimension for Exam Topic is enough for a sustainable and working solution
C) Only if 5 different Patterns are created, from 5 different fields - the solution will work.
D) The above Patterns setup will not work for this use case.
5. Ina workspace that contains one hundred data streams and a lot of data, what is the biggest downside of using calculated dimensions?
A) Ease of maintenance
B) Ease of setup
C) Performance
D) Scalability
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: C |




