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Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

1. 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 Interest stage?

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


2. A client provides the following three files:
File A:

File B:

File C:

File A was uploaded using the Ads data stream type.
The client would like to create this view (data from Files B & C) in Datorama:

Which proposed solution would cause a false connection between the two files?

A) Data Classification
B) Custom classification
C) VLOOKUP in Data Stream C. Vlookup will return "MB Name"
D) VLOOKUP in Data Stream B. Vlookup will return "Day" and "Installs"


3. 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" + Generic Entity Key 2
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 7th - 11th. Which option reflects the stage(s) the Opportunity key 123AA01 is associated with?

A) Registered
B) Interest
C) Confirmed Interest & Registered
D) Confirmed Interest
E) Interest & Registered


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. 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 separate entity key
B) A custom metric and set aggregation to SUM
C) A custom metric and set aggregation to AUTO
D) An attribute of 'Meeting Code'


Solutions:

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

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