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Valid Salesforce Certified Data Cloud Consultant exam, free latest Salesforce Data-Cloud-Consultant exam pdf
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Salesforce Data-Cloud-Consultant Exam Syllabus Topics:
Topic
Details
Topic 1
- Data Cloud Overview: This topic covers Data Cloud's function, key terminology, business value, typical use cases, the Data Cloud lifecycle, dependencies, and principles of data ethics. These sub-topics provide an overview of Data Cloud's capabilities and applications.
Topic 2
- Identity Resolution: It describes matching and how its rule sets are applied. Furthermore, it discusses reconciling data and its rule sets, the results of identity resolution, and use cases.
Topic 3
- Data Ingestion and Modeling: This topic covers the different transformation capabilities within Data Cloud. It includes describing processes and considerations for data ingestion from various sources, defining, mapping, and modeling data using best practices aligned with identity resolution. Lastly, it discusses using available tools to inspect and validate ingested and modeled data.
Topic 4
- Segmentation and Insights: This topic defines basic concepts of segmentation and use cases, identifies scenarios for analyzing segment membership, configuring, refining, and maintaining segments within Data Cloud, and differentiating between calculated and streaming insights.
Salesforce Certified Data Cloud Consultant Sample Questions (Q76-Q81):
NEW QUESTION # 76
A marketing manager at Northern Trail Outfitters wants to Improve marketing return on investment (ROI) by tapping into Insights from Data Cloud Segment Intelligence.
Which permission set does a user need to set this up?
- A. Cloud Marketing Manager
- B. Data Cloud Admin
- C. Data Cloud User
- D. Data Cloud Data Aware Specialist
Answer: B
Explanation:
To configure and use Segment Intelligence in Salesforce Data Cloud for improving marketing ROI, the user requires administrative privileges. Here's the detailed analysis:
Data Cloud Admin (Option D):
Permission Set Scope:
The Data Cloud Admin permission set grants full access to configure advanced Data Cloud features, including Segment Intelligence, which provides AI-driven insights (e.g., audience trends, engagement metrics).
Admins can define metrics, enable predictive models, and analyze segment performance, all critical for optimizing marketing ROI.
Official Documentation:
Salesforce's Data Cloud Permission Sets Guide explicitly states that Segment Intelligence configuration and management require administrative privileges. Only the Data Cloud Admin role can modify data model settings, access AI/ML tools, and apply segment recommendations (Source: "Admin vs. Standard User Permissions").
Why "Cloud Marketing Manager (C)" Is Incorrect:
No Standard Permission Set:
"Cloud Marketing Manager" is not a standard Salesforce Data Cloud permission set. This option may conflate Marketing Cloud roles (e.g., Marketing Manager) with Data Cloud's permission structure.
Marketing Cloud vs. Data Cloud:
While Marketing Cloud has roles like "Marketing Manager," Data Cloud uses distinct permission sets (Admin, User, Data Aware Specialist). Segment Intelligence is a Data Cloud feature and requires Data Cloud-specific permissions.
Other Options:
Data Cloud Data Aware Specialist (A): Provides read-only access to data governance tools but lacks permissions to configure Segment Intelligence.
Data Cloud User (B): Allows basic segment activation and viewing but cannot set up AI-driven insights.
Steps to Validate:
Step 1: Assign the Data Cloud Admin permission set via Setup > Users > Permission Sets.
Step 2: Navigate to Data Cloud > Segment Intelligence to configure analytics, review AI recommendations, and optimize segments.
Step 3: Use insights to refine targeting and measure ROI improvements.
Conclusion: The Data Cloud Admin permission set is required to configure and leverage Segment Intelligence, as it provides the necessary administrative rights to Data Cloud's advanced analytics and AI tools. "Cloud Marketing Manager" is not a valid permission set in Data Cloud.
NEW QUESTION # 77
The Data Cloud admin at Northern Trail Outfitters (NTO) wants to be proactively and immediately informed via Slack and email if any of the data streams fail for any reason. If this happens, a case should also be triggered as part of NTO's existing support and triage process, and reflected in its global monitoring dashboard.
What should a consultant recommend for these requirements?
- A. Data actions
- B. Data Cloud Query Editor
- C. Salesforce flows
- D. Salesforce reports and dashboards
Answer: A
NEW QUESTION # 78
A consultant is planning the ingestion of a data stream that has profile information including a mobile phone number.
To ensure that the phone number can be used for future SMS campaigns, they need to confirm the phone number field is in the proper E164 Phone Number format. However, the phone numbers in the file appear to be in varying formats.
What is the most efficient way to guarantee that the various phone number formats are standardized?
- A. Create a calculated insight after ingestion.
- B. Edit and update the data in the source system prior to sending to Data Cloud.
- C. Create a formula field to standardize the format.
- D. Assign the PhoneNumber field type when creating the data stream.
Answer: D
Explanation:
The most efficient way to guarantee that the various phone number formats are standardized is to assign the PhoneNumber field type when creating the data stream. The PhoneNumber field type is a special field type that automatically converts phone numbers into the E164 format, which is the international standard for phone numbers. The E164 format consists of a plus sign (+), the country code, and the national number. For example,
+1-202-555-1234 is the E164 format for a US phone number. By using the PhoneNumber field type, the consultant can ensure that the phone numbers are consistent and can be used for future SMS campaigns. The other options are either more time-consuming, require manual intervention, or do not address the formatting issue. References: Data Stream Field Types, E164 Phone Number Format, Salesforce Data Cloud Exam Questions
NEW QUESTION # 79
A consultant is ingesting a list of employees from their human resources database that they want to segment on.
Which data stream category should the consultant choose when ingesting this data?
- A. Engagement Data
- B. Contact Data
- C. Profile Data
- D. Other Data
Answer: D
Explanation:
Categories of Data Streams:
* Profile Data: Customer profiles and demographic information.
* Contact Data: Contact points like email and phone numbers.
* Other Data: Miscellaneous data that doesn't fit into the other categories.
* Engagement Data: Interactions and behavioral data.
NEW QUESTION # 80
A customer creates a large segment of customers that placed orders in the last 30 days, and adds related attributes from the... to the activation. Upon checking the activation in Marketing Cloud, they notice It contains orders that are older than 30 days.
What should a consultant do to resolve this issue?
- A. Use SQL in Marketing Cloud Engagement to remove orders older than 30 days.
- B. Apply a filter to Purchase Order Date to exclude orders older than 30 days.
- C. use data graphs that contain only 30 days of data.
- D. Apply a data space fitter to exclude orders older than 30 days.
Answer: B
NEW QUESTION # 81
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