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Salesforce Salesforce-Data-Cloud Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Cloud Setup and Administration12%- Permissions and access control
- Monitoring and maintenance tools
- Data spaces and configuration
- Data streams and data bundles
Topic 2: Data Cloud Overview18%- Core concepts and terminology
- Business value and use cases
- Architecture and ecosystem
Topic 3: Identity Resolution14%- Unified profile creation
- Matching and reconciliation rules
- Conflict resolution
- Identity use cases
Topic 4: Act on Data18%- Activation concepts and use cases
- Attribute usage and management
- Troubleshooting activations
- Process automation and triggering
Topic 5: Segmentation and Insights18%- Insight implementation
- Segment membership analysis
- Calculated vs streaming insights
- Segment creation and configuration
Topic 6: Data Ingestion and Modeling20%- Data modeling best practices
- Transformation and mapping
- Ingestion from various sources
- Data validation and inspection

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Salesforce Data Cloud Accredited Professional Exam Sample Questions (Q57-Q62):

NEW QUESTION # 57
Every day, Northern Trail Outfitters (NTO) uploads a summary of the last 24 hours of store transactions to a new file in an Amazon S3 bucket, and files older than 7 days are automatically deleted. Each file contains a timestamp in a standardized naming convention. What should a consultant consider when ingesting this data stream?

Answer: D

Explanation:
This configuration will ensure that Data Cloud only ingests new files from the Amazon S3 bucket and updates or inserts new records into the data stream without deleting existing records. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htm&type=5


NEW QUESTION # 58
What is the first thing a business stakeholder should focus on when considering a Data Cloud implementation?

Answer: C

Explanation:
This is the first thing a business stakeholder should focus on when considering a Data Cloud implementation. Obtaining cross-organizational buy-in involves aligning the goals and expectations of different teams and stakeholders who will use or contribute to Data Cloud. Reference: https://trailhead.salesforce.com/content/learn/modules/customer-data-platform-basics/get-started-with-customer-data-platform


NEW QUESTION # 59
An administrator is setting up a data stream with transactional dat
a. What field type should the administrator choose to ensure that leading zeros in the purchase order number are preserved?

Answer: D

Explanation:
The Text field type should be chosen to preserve leading zeros in the purchase order number, as this field type stores alphanumeric characters as strings. The Number and Decimal field types store numeric values as numbers, which would remove any leading zeros. The Serial field type is not a valid field type in Data Cloud. Reference: [Field Types]


NEW QUESTION # 60
A customer is concerned that the consolidation rate displayed in the identity resolution is quite low compared to their initial estimations.
Which configuration change should a consultant consider in order to increase the consolidation rate?

Answer: A

Explanation:
The consolidation rate is the amount by which source profiles are combined to produce unified profiles, calculated as 1 - (number of unified individuals / number of source individuals). For example, if you ingest
100 source records and create 80 unified profiles, your consolidation rate is 20%. To increase the consolidation rate, you need to increase the number of matches between source profiles, which can be done by adding more match rules. Match rules define the criteria for matching source profiles based on their attributes.
By increasing the number of match rules, you can increase the chances of finding matches between source profiles and thus increase the consolidation rate. On the other hand, changing reconciliation rules, including additional attributes, or reducing the number of match rules can decrease the consolidation rate, as they can either reduce the number of matches or increase the number of unified profiles. References: Identity Resolution Calculated Insight: Consolidation Rates for Unified Profiles, Identity Resolution Ruleset Processing Results, Configure Identity Resolution Rulesets


NEW QUESTION # 61
The Salesforce CRM Connector is configured and the Case object data stream is set up. Subsequently, a new custom field named Business Priority is created on the Case object in Salesforce CRM. However, the new field is not available when trying to add it to the data stream.
Which statement addresses the cause of this issue?

Answer: B

Explanation:
The Salesforce CRM Connector uses the Salesforce Integration User to access the data from the Salesforce CRM org. The Integration User must have the Read permission on the fields that are included in the data stream. If the Integration User does not have the Read permission on the newly created field, the field will not be available for selection in the data stream configuration. To resolve this issue, the administrator should assign the Read permission on the new field to the Integration User profile or permission set. References: Create a Salesforce CRM Data Stream, Edit a Data Stream, Salesforce Data Cloud Full Refresh for CRM, SFMC, or Ingestion API Data Streams


NEW QUESTION # 62
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