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NEW QUESTION 21
Given thefollowing:

How should a data engineer ingest this data?

• A.
• B. AEP Ul > Locate Dataset > Drag and drop the JSON files
• C.

Answer: B

NEW QUESTION 22
What is the difference between a data science training run and a data science scoring run?

• A. A training run involves generating insights from your data while a scoring run is about learning patterns from your data. A training run requires that a scoring run hasoccurred.
• B. A training run involves generating insights from your data while a scoring run is about learning patterns from your data. A scoring run requires that a training run hasoccurred.
• C. A training run involves learning patterns from your data while a scoring run is about generating insights from your data. A scoring run requires that a training run hasoccurred.
• D. A training run involves learning patterns from your data while a scoring run is about generating insights from your data. A training run requires that a scoring run hasoccurred.

Answer: A

NEW QUESTION 23
A national workout studio chain is introducing a new Family discount program. They have already deployed AEP with the following data model:
* Members Schema (Individual Profile Based):
* Primary ID: Member ID
* Secondary IDs: Email Hash. Phone Hash
* Training Sessions Management (Experience Event):
* Primary ID: Member ID
* Secondary IDs: ECID
* Subscription Management (Experience Event):
* Primary ID: Email Hash
* Secondary IDs: ECID
The workout studio wants to be able to use all of this information together with the family details to segment For example, they want totarget families where one familymember trams daily or one family member has the yearly subscription plan.
To start collecting Family information, the workout studio creates a form where the members can create a Family account and associate the different members to it The form will collect a list of Member IDs and generate a Family ID. A data architect will design a new schema to store the Family information.
Which identities should be used in the schema(s) to collect this form information?

• A. The Family ID should be defined as a cross-device identity and set up as the primary identity. The Member IDs should be used as secondary identities.
• B. The Family ID should be defined as a non-people identity and set up as the primary identity. The Family ID should also be an attribute of the Members Schema and set up as a relationship.
• C. The Family ID should be defined as a non-people identity and set up as a primary identity. The Member ID should be set up as a relationship with the Members Schema.
• D. The Family ID should be defined as a cross-device identity and set up as a secondary identity. The Member IDs should be used as primary identities.

Answer: D

NEW QUESTION 24
When sending data through the RESTful API. how can data engineers make sure the payload being sent is formatted property in real time?

• A. As long as the data matches the pre-defined SXM schema, records in the payload pass
• B. All data is ingested and query services reporting identify any records that do not pass custom validation rules.
• C. Leveraging asynchronous validation, data engineers can review error messages for records that fail validation.
• D. Leveraging synchronous validation, data engineers can review error messages for records that fail validation.

Answer: A

NEW QUESTION 25
Time-series data has been ingested and linked with a Real-time Customer Profile.
A data engineer wants to look up only the most recent time-series event associated with the Luma ID "100".
Which API call will return the desired event object?
A)

B)

C)

D)

• A. Option B
• B. Option C
• C. Option D
• D. Option A

Answer: C

NEW QUESTION 26
......