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Salesforce AP-215 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: General Functionalities	13%	- Basic concepts and terminology - Core platform capabilities - Navigation and interface
Topic 2: Data Harmonization	3%	- Cross-source alignment - Pros and cons of harmonization approaches - Standardization methods
Topic 3: Data Integration and Ingestion	12%	- Data streams and connectors - Refresh schedules and data flow - API and file-based import
Topic 4: Overarching Entities	3%	- Structure and configuration - Use cases and application scenarios
Topic 5: Calculated Fields and Functions	5%	- VLOOKUP and FUZZYVLOOKUP - Custom calculations - Extract and transformation formulas
Topic 6: Reporting and Analytics	12%	- Report creation and scheduling - Insight generation and interpretation - Attribution models
Topic 7: Data Mapping and Modeling	5%	- Data structure and relationships - Dimensions and measures - Source of truth configuration
Topic 8: Data Permissions and Governance	5%	- Data update controls - Parent-child data setups - User access and roles
Topic 9: Performance and Troubleshooting	5%	- Monitoring and optimization - Common issues and fixes
Topic 10: Data Quality and Cleansing	7%	- Validation rules - Error handling and correction - Duplicate management
Topic 11: Automation and Workflow	5%	- Workflow setup - Automated distribution
Topic 12: Datasets and Data Views	10%	- View configuration and sharing - Filtering and segmentation - Dataset creation and management
Topic 13: Dashboards and Visualization	15%	- KPI and metric display - Chart types and usage - Dashboard design and layout

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

1. An implementation engineer has been provided with 4 different source files: 03m 16s
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 &
File structure/headers:

Category - links back to Campaign Category (Twitter Ads)
Which proposed solution meets the client's requirements for the above use case?

A)

B)

C)

D)

2. What Is a disadvantage of using a Vlookup formula?

A) It allows classifying data only on a basis of mutual entity keys.
B) Could extend processing time of data streams.
C) Can return values only from the same data stream type
D) It cannot be used more than once from the same data stream.

3. 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) Only if 5 different Patterns are created, from 5 different fields - the solution will work.
C) The solution will work - the client will be able to view Exam Topic with Email Sends.
D) The Harmonized field for Exam ID is redundant. One Harmonized dimension for Exam Topic is enough for a sustainable and working solution

4. A client has integrated 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 Assigned) alongside 'Employee Name' and/or
'Squad'.
The client set the following properties:
+ File A is set as the Parent data stream
* Both files were uploaded to a generic data stream type.
* Override Media Buy Hierarchies is checked for file A.
* The 'Data Updates Permissions' set for file B is 'Update Attributes and Hierarchy'.
When filtering on the entire date range (1-30/8), and querying employee ID, Name and Squad with the two measurements - what will the result look like?

A)

B)

C)

D)

5. 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 Campaign custom attribute.
Another pattern to be created for the newly campaign attribute (filtered by Google Analytics source).
A total of 3 patterns
B) 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.
C) 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.
D) 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.