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Marketing-Cloud-Intelligence Marketing Cloud Intelligence Accredited Professional (AP-215) Questions and Answers

Questions 4

Client has provided sample flies of their data from the following data sources:

Google Campaign Manager

Marketing-Cloud-Intelligence Question 4

Below are the requirements from the client and additional information:

• The sources are linked to each other by shared Media Buy names.

• In addition-to the mutual Media Buys, the sources contain campaign and site values. However, the client would like to see the campaign/site values coming from Google CM and not from Google DV360.

• The source of truth for cost is Google DV360.

As a first step, a Parent-Child relationship was created between the two files, and the following mapping was performed, within both data streams:

Marketing-Cloud-Intelligence Question 4

Please note:

• All other measurements were mapped as well to the appropriate fields.

• No other mapping manipulations or formulas were implemented.

How many records will the merged table hold?

Options:

A.

4

B.

8

C.

3

D.

Depends on the Data Updates Permissions

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Questions 5

An implementation engineer has been asked by a client for assistance with the following problem:

The below dataset was ingested:

Marketing-Cloud-Intelligence Question 5

However, when performing QA and querying a pivot table with Campaign Category and Clicks, the value for Type’ is 4.

What could be the reason for this discrepancy?

Options:

A.

The measurement ‘Clicks’ is set as a percentage.

B.

A mapping formula was populated, indicating not to bring Type! values.

C.

The aggregation function is set as AVG

D.

The aggregation function is set as LIFETIME

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Questions 6

A client has integrated data from Facebook Ads, Twitter Ads, and Google Ads in Marketing Cloud Intelligence. For each data source, the data

follows a naming convention as shown below:

Facebook Ads Naming Convention - Campaign Name:

Camp|D_CampName#Market_Objective#TargetAge_TargetGender

Twitter Ads Naming Convention - Media Buy Name:

Market|TargetAge|Objective|OrderID

' 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.

In addition to the previous details, the client provides the following data sample:

Marketing-Cloud-Intelligence Question 6

Marketing-Cloud-Intelligence Question 6

Logic specification:

If a value is not present in the Validation List, return “Not Valid”

If a value is not present in the Classification File, return “Unclassified”.

If the Harmonization center is used to harmonize the above data and files, what table will show the final output?

A)

Marketing-Cloud-Intelligence Question 6

B)

Marketing-Cloud-Intelligence Question 6

C)

Marketing-Cloud-Intelligence Question 6

D)

Marketing-Cloud-Intelligence Question 6

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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Questions 7

Which three entities and/or functions can be used in an expression when building a calculated dimension?

Options:

A.

The VLOOKUP function

B.

Mapped dimensions

C.

The EXTRACT function

D.

Calculated dimensions

E.

Mapped measurements

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Questions 8

A client’s data consists of three data streams as follows:

Data Stream A:

Marketing-Cloud-Intelligence Question 8

* 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’?

Options:

A.

N-A

B.

100

C.

300

D.

150

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Questions 9

A client provides the following three files:

File A:

Marketing-Cloud-Intelligence Question 9

File B:

Marketing-Cloud-Intelligence Question 9

File C:

Marketing-Cloud-Intelligence Question 9

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:

Marketing-Cloud-Intelligence Question 9

Which proposed solution would cause a false connection between the two files?

Options:

A.

Custom classification

B.

Data Classification

C.

VLOOKUP in Data Stream B. Vlookup will return “Day” and “Installs”

D.

VLOOKUP in Data Stream C. Vlookup will return "MB Name”

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Questions 10

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

Marketing-Cloud-Intelligence Question 10

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?

Options:

A.

1

B.

0

C.

3

D.

4

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Questions 11

An implementation engineer has been provided with the below dataset:

Marketing-Cloud-Intelligence Question 11

*Note: CPC = Cost per Click

Formula: Cost / Clicks

Which action should an engineer take to successfully integrate CPC?

Options:

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.

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Questions 12

What is the relationship between “Media Buy Key” and “Campaign Key”?

Options:

A.

Many-to-one (one Campaign Key has many Media Buy Keys)

B.

Many-to-many

C.

One-to-many (one Media Buy Key has many Campaign Keys)

D.

One-to-one

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Questions 13

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?

Options:

A.

The client Wi-Fi be able to harmonize only Google Ads and Twitter Ads, as Facebook Ads naming convention contains mufti delimiters.

B.

it is not possible to do this, as the naming conventions are different

C.

This is not possible as the naming conventions are in different fields (Campaign Name and Placement Name)

D.

The client will be able to do this and it will require building three patterns.

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Questions 14

Marketing-Cloud-Intelligence Question 14

Which option will yield the desired result:?

Options:

A.

Option 1

B.

Option 4

C.

Option 2

D.

Option 3

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Questions 15

A client's data consists of three data streams as follows:

Data Stream A:

Marketing-Cloud-Intelligence Question 15

* 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?

Options:

A.

There is no difference, all permissions will have a similar effect given the scenario.

B.

Update Attributes and Hierarchies

C.

Update Attributes

D.

Inherit Attributes and Hierarchies

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Questions 16

Ina workspace that contains one hundred data streams and a lot of data, what is the biggest downside of using calculated dimensions?

Options:

A.

Performance

B.

Ease of setup

C.

Ease of maintenance

D.

Scalability

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Questions 17

An implementation engineer is requested to extract the second position

of the Campaign Name values.

The Campaign values consist of multiple delimiter types, as can be

seen in the following example:

Campaign Name: Ad15X2w&Delux_wal90

Desired value: Delux

Which three harmonization methods will achieve the desired outcome?

Options:

A.

Calculated Dimensions

B.

Patterns

C.

Vlookup 0

D.

Data Fusion

E.

Mapping formula

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Questions 18

An implementation engineer has been asked to perform a QA for a newly created harmonization field, Color, implemented by a client.

The source file that was ingested can be seen below:

Marketing-Cloud-Intelligence Question 18

The client performed the below standard mapping:

Marketing-Cloud-Intelligence Question 18

As a final step, the client had created the field ‘Color’. As can be seen, it is extracted from the Creative Name (after the ‘#’ sign).

For QA purposes, you have queried a pivot table, with the following fields:

* Media Buy Key

* Media Buy Name

* In View Impressions

The final pivot is presented below:

Marketing-Cloud-Intelligence Question 18

Options:

A.

A Harmonized dimension was created via a pattern over the Creative Name.

B.

A calculated dimension was created with the formula: EXTRACT([Creative_Namel, #1)

C.

An EXTRACT formula (for Color) was written and mapped to a Media Buy custom attribute.

D.

An EXTRACT formula (for Color) was written and mapped to a Creative custom attribute.

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Exam Name: Marketing Cloud Intelligence Accredited Professional (AP-215)
Last Update: Nov 30, 2025
Questions: 63

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