Online Access Free Data-Cloud-Consultant Exam Questions

When setting up file federation for a data lake on Azure Blob Storage, what is the role of the manifest file?

• A.It reduces the file size of the source data before Data 360 attempts to read it.
• B.It provides the PGP public key required to decrypt the federated data files.
• C.It is used to manually map source fields to the Cloud Information Model.
• D.It defines metadata and paths to identify specific files for the data stream and track updates.

A Data 360 Consultant wants to display related engagement records from external systems on the Contact record page using a standard related list in Data 360.
What step must they complete before setting up the related list?

• A.Enable the engagement data for segmentation.
• B.Ingest the data stream as a streaming connector.
• C.Include the external engagement data in a calculated insight.
• D.Establish a relationship between the Individual data model object (DMO) and the Engagement DMO.

Cumulus Financial needs to create a composite key on an incoming data source that combines the fields Customer Region and Customer Identifier. Which formula function should a Data 360 Consultant use to create a composite key when a primary key is not available in a data stream?

• A.CONCAT
• B.COALESCE
• C.COMBINE
• D.CAST

A Data 360 Consultant has a large historical dataset stored in Snowflake as parquet files in an object store.
The consultant needs to run heavy analytics queries periodically, with high throughput but not necessarily real- time needs. Which Data 360 pattern is most appropriate?

• A.Query federation with acceleration (Caching)
• B.Query federation without acceleration (Live or Direct Access)
• C.File federation
• D.Ingest data into Data 360 as a data lake object (DLO)

A Data 360 Consultant for Northern Trail Outfitters is observing Identity Resolution processing metrics. The consultant notices that the volume of source profiles processed in the most recent batch is less than the total volume of source profiles. What is the most likely mechanism that causes source profiles to be skipped during Identity Resolution processing?

• A.A profile is only processed if a pre-processing step confirms a change in its data since the last processing run.
• B.A profile is only sent for unification if the assigned data stream is running at its maximum frequency.
• C.A profile is skipped if the calculated Unification Score does not meet the minimum threshold set in the identity resolution rules.
• D.A profile is excluded if it fails the initial Data Quality Score check, preventing unification.