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Salesforce Salesforce-Data-Cloud Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Act on Data | 18% | - Troubleshooting activations - Process automation and triggering - Activation concepts and use cases - Attribute usage and management |
| Topic 2: Data Cloud Setup and Administration | 12% | - Monitoring and maintenance tools - Data streams and data bundles - Data spaces and configuration - Permissions and access control |
| Topic 3: Segmentation and Insights | 18% | - Insight implementation - Segment creation and configuration - Segment membership analysis - Calculated vs streaming insights |
| Topic 4: Data Ingestion and Modeling | 20% | - Data validation and inspection - Transformation and mapping - Data modeling best practices - Ingestion from various sources |
| Topic 5: Identity Resolution | 14% | - Matching and reconciliation rules - Unified profile creation - Identity use cases - Conflict resolution |
| Topic 6: Data Cloud Overview | 18% | - Business value and use cases - Core concepts and terminology - Architecture and ecosystem |
Salesforce Data Cloud Accredited Professional Sample Questions:
1. Northern Trail Outfitters asks its consultant to extract the runner profiles and activity logs from its Track My Run mobile app and load them into Data Cloud. The marketing department also indicates that they need the last 90 days of historical data and want all new and updated data as it becomes available on a go-forward basis.
As best practice, which sequence of actions should the consultant use to implement this request?
A) Use bulk ingestion to first load the last 90 days of data, and also subsequently use bulk ingestion to synchronize the future data as It becomes available.
B) Use bulk ingestion to first load the last 90 days of data, and then use streaming ingestion to synchronize future data as It becomes available.
C) Use streaming ingestion to first load the last 90 days of data, and also subsequently use streaming ingestion synchronize future data as It becomes available.
D) Use streaming ingestion to first load the last 90 days of data, and then use bulk Ingestion to synchronize future data as It becomes available.
2. Which two steps should a consultant take if a successfully configured Amazon S3 data stream fails to refresh with a "NO FILE FOUND" error message?
Choose 2 answers
A) Check if correct permissions are configured for the S3 user.
B) Check If the file exists in the specified bucket location.
C) Check if correct permissions are configured for the Data Cloud user.
D) Check if the Amazon S3 data source is enabled in Data Cloud Setup.
3. What is a reason to create a formula when ingesting a data stream?
A) To transform is date time field into a dale field for use in data mapping
B) To concatenate files so they are ingested in the correct sequence
C) To add a unique external identifier to an existing ruleset
D) To remove duplicate rows of data from the data stream
4. A user has built a segment in Data Cloud and is in the process of creating an activation. When selecting related attributes, they cannot find a specific set of attributes they know to be related to the individual.
Which statement explains why these attributes are not available?
A) The desired attributes reside on different related paths.
B) Activations can only include 1-to-1 attributes.
C) The segment is not segmenting on profile data.
D) The attributes are being used in another activation.
5. Cumulus Financial offers both business and personal loans. Records in the Contact DLO can be useful for both groups since individual customers may have both business and personal loans. However, for legal reasons, the two groups must be kept separate.
How should Cumulus Financial solve this business requirement?
A) Duplicate the Contact DLO.
B) Create two identity resolution rules in the same data space.
C) Duplicate the Individual DM0.
D) Use two data spaces.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B,C | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: D |






