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Salesforce AP-215 Exam Syllabus Topics:

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

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

1. An implementation engineer has been provided with 4 different source files: 03m 48s
1. Twitter Ads ~
2. Creative Classification
3. Placement Classification
4, Campaign Category Classification
The main source is Twitter Ads (which includes various fields and KPIs), and the rest are classification files that connect to Twitter Ads and enrich different fields within it.
The connections between the files are described as follows:
1st Party Creative Classification
File structure/headers:

Creative ID - links back to Creative Key (Twitter Ads)
1st Party Placement Classification by
File structure/headers:

A)

B)

C)

D)


2. 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 two Classification Rules (one for 'Messi' and another for Ronaldo') for the final Harmonized Dimension.
B) Create a second Pattern for Media Buy Name
C) Create a second Pattern for Media Buy Name and apply a Classification Rule (with the two values) for the final Harmonized Dimension
D) Create a second Pattern for Media Buy Name and add a validation list (with the two values) for the final Harmonized Dimension.


3. The following file was uploaded into Marketing Cloud Intelligence as a Generic Data Stream type:

The mapping is as follows:
Day - Day
web_site_key -> Main Generic Entity Key
web_site_name -> Main Generic Entity Name
Web_site_source -> Main Generic Entity Attribute 01
Page Views - Generic Metric 1
How many rows will be stored in Marketing Cloud Intelligence after the above file is ingested?

A) 4
B) 1
C) 3
D) 0


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

* 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.
Assuming the data was ingested properly and the Parent Child was created correctly according to the client's requirements, what is the total Impressions value for Campaign Key 'CK_3'?

A) N-A
B) 300
C) 150
D) 100


5. 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 above Patterns setup will not work for this use case.
B) The solution will work - the client will be able to view Exam Topic with Email Sends.
C) The Harmonized field for Exam ID is redundant. One Harmonized dimension for Exam Topic is enough for a sustainable and working solution
D) Only if 5 different Patterns are created, from 5 different fields - the solution will work.


Solutions:

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

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