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Salesforce AP-215 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Quality and Troubleshooting | - Data validation and monitoring - Performance optimization - Error handling and debugging |
| Analytics and Dashboarding | - Dashboard creation and configuration - Insights and reporting - Visualization best practices |
| Data Ingestion and Integration | - Data ingestion processes - Data synchronization and scheduling - Data sources and connectors |
| Administration and Security | - Platform configuration - Data access control - User roles and permissions |
| Marketing Use Cases and Activation | - Cross-channel marketing insights - Campaign performance analysis - Business reporting use cases |
| Data Modeling and Transformation | - Normalization and harmonization - Metrics and dimensions configuration - Data model structure and schema design |
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
1. 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) VLOOKUP in Data Stream B. Vlookup will return "Day" and "Installs"
B) Data Classification
C) VLOOKUP in Data Stream C. Vlookup will return "MB Name"
D) Custom classification
2. Which two statements are correct regarding LiteConnect?
A) All of the dimensions mapped within a LiteConnect data stream are considered overarching entities.
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) Data coming from LiteConnect cannot be harmonized with the rest of the workspace data via the harmonization center at a later step.
3. 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 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.
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 Campaign custom attribute.
Another pattern to be created for the newly campaign 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 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.
4. A client's data consists of three data sources - Facebook Ads, LinkedIn Ads and Google Campaign Manager.
Notes:
* The client is planning on adding an additional 100 Facebook Ads data streams and 50 more LinkedIn Ads data streams.
* The final volume of data in the workspace will be 5M rows
* Each data source has a naming convention and it can be assumed that any additional profile (i.e. Data Stream) from one of these sources will follow the same naming convention.
The client provided the following sample files:
Facebook Ads:

The client would like to create a new harmonization field named "Market," which will only be coming from Facebook Ads and LinkedIn Ads. The logic for
"Market" is the following:
IF Media Buy Type is equal to "TypeB" or "TypeC" or "TypeD"
Return 'Europe'
ELSE
Return 'Rest Of The World'
In order to create the harmonization field Market, the client considers using either Mapping Formula, Calculated Dimension, VLOOKUP or Patterns.
Considering maintenance and scalability, which option is recommended?
A) Mapping Formulas
B) Patterns
C) vLookuP
D) Calculated Dimension
5. The following file was uploaded into Marketing Cloud Intelligence as a generic dataset type:
The mapping is as follows:
Day - Day
Web_site_source - Main Generic Entity Attribute 01
Page Views - Generic Metric 1
*Note that 'web_site_key' and 'web_site_name' are NOT mapped.
How many rows will be stored in Marketing Cloud Intelligence after the above file is ingested?
A) 1
B) 0
C) 4
D) 3
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B,C | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: C |


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