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Salesforce Salesforce-Data-Cloud Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Cloud Overview | 18% | - Business value and use cases - Core concepts and terminology - Architecture and ecosystem |
| Segmentation and Insights | 18% | - Segment membership analysis - Calculated vs streaming insights - Insight implementation - Segment creation and configuration |
| Data Cloud Setup and Administration | 12% | - Data streams and data bundles - Data spaces and configuration - Permissions and access control - Monitoring and maintenance tools |
| Data Ingestion and Modeling | 20% | - Data validation and inspection - Data modeling best practices - Ingestion from various sources - Transformation and mapping |
| Identity Resolution | 14% | - Matching and reconciliation rules - Conflict resolution - Unified profile creation - Identity use cases |
| Act on Data | 18% | - Attribute usage and management - Troubleshooting activations - Activation concepts and use cases - Process automation and triggering |
Salesforce Data Cloud Accredited Professional Sample Questions:
Which information is provided in a .csv file when activating to Amazon S3?
- A. An audit log showing the user who activated the segment and when it was activated
- B. The activated data payload
- C. The metadata regarding the segment definition
- D. The manifest of origin sources within Data Cloud
Correct Answer: B 🗳️
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Which data model subject area defines the revenue or quantity for an opportunity by product family?
- A. Product
- B. Engagement
- C. Sales Order
- D. Party
Correct Answer: C 🗳️
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Which method should a consultant use when performing aggregations in windows of 15 minutes on data collected via the Interaction SDK or Mobile SDK?
- A. Formula fields
- B. Calculated insight
- C. Streaming insight
- D. Batch transform
Correct Answer: C 🗳️
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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 then use streaming ingestion to synchronize future data as It becomes available.
- B. 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.
- C. 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.
- 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.
Correct Answer: A 🗳️
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A global fashion retailer operates online sales platforms across AMFR, FMFA, and APAC. the data formats for customer, order, and product Information vary by region, and compliance regulations require data to remain unchanged in the original data sources They also require a unified view of customer profiles for real- time personalization and analytics.
Given these requirement, which transformation approach should the company implement to standardise and cleanse incoming data streams?
- A. Implement batch data transformations.
- B. Implement streaming data transformations.
- C. Use Apex to transform and cleanse data.
- D. Transform data before ingesting into Data Cloud.
Correct Answer: A 🗳️
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