Pass the actual test with the help of AP-215 study guide
Last Updated: Jun 21, 2026
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1. 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.
* Data Stream C was set as a 'Parent', and the 'Override Media Buy Hierarchy' checkbox is checked What should the Data Updates Permissions be set to for Data Stream B?
A) Inherit Attributes and Hierarchies
B) There is no difference, all permissions will have a similar effect given the scenario.
C) Update Attributes and Hierarchies
D) Update Attributes
2. A client has provided you with sample files of their data from the following data sources:
1.Google Analytics
2.Salesforce Marketing Cloud
The link between these sources is on the following two fields:
Message Send Key
A portion of: web_site_source_key
Below is the logic the client would like to have implemented in Datorama:
For 'web site medium' values containing the word "email" (in all of its forms), the section after the "_" delimiter in 'web_site_source_key' is a 4 digit number, which matches the 'Message Send Key' values from the Salesforce Marketing Cloud file. Possible examples of this can be seen in the following table:
Google Analytics:
Salesforce Marketing Cloud:
The client's objective is to visualize the mutual key values alongside measurements from both files in a table.
In order to achieve this, what steps should be taken?
A) Create a Web Analytics Site Source custom attribute and populate it with the extraction logic. Create a Data Fusion between the newly created attribute and the Message Send Key.
B) Create a Web Analytics Site custom attribute and populate it with the extraction logic. Create a Data Fusion between the newly created attribute and the Message Send Key.
C) Within both files, map the desired value to Custom Classification Key as follows Salesforce Marketing Cloud: map entire Message Key to Custom Classification Key.
Google Analytics: map the extraction logic to Custom Classification Key.
D) Upload the two files and create a Parent-Child relationship between them. The Override Media Buy Hierarchy checkbox is checked in Google Analytics.
3. Which two statements are correct regarding LiteConnect?
A) Data coming from LiteConnect cannot be harmonized with the rest of the workspace data via the harmonization center at a later step.
B) It does not require any identification of entities, keys or any other categorization.
C) All of the dimensions mapped within a LiteConnect data stream are considered overarching entities.
D) The dataset does not conform to the standard data model
4. What is the relationship between "Media Buy Key" and "Campaign Key"?
A) Many-to-one (one Campaign Key has many Media Buy Keys)
B) One-to-many (one Media Buy Key has many Campaign Keys)
C) Many-to-many
D) One-to-one
5. A client wants to integrate their data within Marketing Cloud Intelligence to optimize their marketing Insights and cross-channel marketing activity analysis. Below are details regarding the different data sources and the number of data streams required for each source.
Which three advantages does a client gain from using Calculated Dimensions as the harmonization method for creating the Objective field?
A) Scalability - future data streams that will follow similar logic will be automatically harmonized.
B) Processing - creation of Calculated Dimensions will ease the processing time of the data streams it relates to
C) Performance (Performance when loading a dashboard page) should be optimized as the values of calculated dimensions are stored within the database.
D) Ease of Maintenance - the logic is written and populated in one centralized place
E) Data model restrictions - Calculated Dimensions do not need to adhere to Marketing Cloud Intelligence's data model
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: B,D | Question # 4 Answer: A | Question # 5 Answer: A,C,D |
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