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Salesforce AP-215 Exam Syllabus Topics:
| Section | Objectives |
| Topic 1: Analytics and Dashboarding | - Dashboard creation and configuration
- Insights and reporting
- Visualization best practices
|
| Topic 2: Data Modeling and Transformation | - Data model structure and schema design
- Metrics and dimensions configuration
- Normalization and harmonization
|
| Topic 3: Administration and Security | - Data access control
- Platform configuration
- User roles and permissions
|
| Topic 4: Data Quality and Troubleshooting | - Error handling and debugging
- Performance optimization
- Data validation and monitoring
|
| Topic 5: Data Ingestion and Integration | - Data ingestion processes
- Data sources and connectors
- Data synchronization and scheduling
|
| Topic 6: Marketing Use Cases and Activation | - Cross-channel marketing insights
- Business reporting use cases
- Campaign performance analysis
|
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
1. 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) vLookuP
B) Mapping Formulas
C) Calculated Dimension
D) Patterns
2. A client has integrated data from Facebook Ads. Twitter ads, and Google ads in marketing Cloud intelligence. For each data source, the source, the data follows a naming convensions as ...
Facebook Ads Naming Convention - Campaign Name:
CampID_CampName#Market_Object#object#targetAge_TargetGender
Twitter Ads Naming Convention- Media Buy Name
MarketTargeAgeObjectiveOrderID
Google ads Naming Convention-Media Buy Name:
Buying_type_Market_Objective
The client wants to harmonize their data on the common fields between these two platforms (i.e. Market and Objective) using the Harmonization Center. Given the above information, which statement is correct regarding the ability to implement this request?
wet Me - Given the above information, which statement i 's Correct regarding the ability to implement this request?
A) This is not possible as the naming conventions are in different fields (Campaign Name and Placement Name)
B) it is not possible to do this, as the naming conventions are different
C) The client Wi-Fi be able to harmonize only Google Ads and Twitter Ads, as Facebook Ads naming convention contains mufti delimiters.
D) The client will be able to do this and it will require building three patterns.
3. An implementation engineer has been provided with the below dataset:

*Note: CPC = Cost per Click
Formula: Cost / Clicks
Which action should an engineer take to successfully integrate CPC?
A) Populate the logic within a custom measurement. No need to change Aggregation.
B) Unmap it, as Datorama will calculate it automatically.
C) Populate the logic within a custom measurement. Set Aggregation to AVG.
D) Populate the logic within a custom measurement. Set Aggregation to SUM.
4. 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 assume that the file is mapped in the OPPORTUNITIES Data Stream type with the following mapping:
"Day" - "Created Date"
"Opportunity Key" + Opportunity Key
"Opportunity Stage" - Opportunity Stage
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 Confirmed Interest stage?
A) 1
B) 2
C) 3
D) 0
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) 3
C) 0
D) 4
Solutions:
Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: D |