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Salesforce Data-Cloud-Consultant Exam Overview:
| Detail | Information |
|---|---|
| Exam Cost | $200 USD |
| Total Time | 105 minutes |
| Available Languages | English |
| Passing Marks | 69% (Multiple-choice: 65%, Case Studies: 90%) |
Salesforce Certified Data Cloud Consultant Exam Topics Breakdown
| Describe the capabilities of the platform | 15% |
| Implement data governance solutions | 20% |
| Design and optimize data architecture | 18% |
| Execute data management strategies | 15% |
| Analytics and Insights | |
| Leverage reports and dashboards | 12% |
| Implement Einstein Analytics | 10% |
| Perform exploratory data analysis | 10% |
| Security and Access | |
| Implement data security | 10% |
| Manage data access and permissions | 15% |
Few More Data-Cloud-Consultant Exact Exam Questions:
Question # 1
Northern Trail Outfitters uploads new customer data to an Amazon S3 Bucket on a daily basis to be ingested in Data Cloud. In what order should each process be run to ensure that freshly imported data is ready and available to use for any segment?
A. Refresh Data Stream > Calculated Insight > Identity Resolution
B. Identity Resolution > Calculated Insight > Refresh Data Stream
C. Calculated Insight > Identity Resolution > Refresh Data Stream
D. Refresh Data Stream > Identity Resolution > Calculated Insight
Answer: D
Explanation:
The recommended order of processes for updating data in Data Cloud is as follows6:
Refresh Data Stream: This process updates the data from the source, such as Amazon S3, into Data Cloud.
Identity Resolution: This process runs the rulesets that link together multiple records of an individual into a unified profile.
Calculated Insight: This process calculates additional attributes based on existing data, such as lifetime value or churn risk.
Question # 2
A consultant is working in a customer's Data Cloud org and is asked to delete the existing identity resolution ruleset.
Which two impacts should the consultant communicate as a result of this action? Choose 2 answers
A. All individual data will be removed.
B. Unified customer data associated with this ruleset will be removed.
C. Dependencies on data model objects will be removed.
D. All source profile data will be removed
Answer: B,C
Explanation:
Deleting an identity resolution ruleset has two major impacts that the consultant should communicate to the customer. First, it will permanently remove all unified customer data that was created by the ruleset, meaning that the unified profiles and their attributes will no longer be available in Data Cloud. Second, it will eliminate dependencies on data model objects that were used by the ruleset, meaning that the data model objects can be modified or deleted without affecting the ruleset. These impacts can have significant consequences for the customer's data quality, segmentation, activation, and analytics, so the consultant should advise the customer to carefully consider the implications of deleting a ruleset before proceeding. The other options are incorrect because they are not impacts of deleting a ruleset. Option A is incorrect because deleting a ruleset will not remove all individual data, but only the unified customer data. The individual data from the source systems will still be available in Data Cloud. Option D is incorrect because deleting a ruleset will not remove all source profile data, but only the unified customer data. The source profile data from the data streams will still be available in Data Cloud.
Reference:
Delete an Identity Resolution Ruleset
Question # 3
A segment fails to refresh with the error "Segment references too many data lake objects (DLOS)". Which two troubleshooting tips should help remedy this issue? Choose 2 answers
A. Split the segment into smaller segments.
B. Use calculated insights in order to reduce the complexity of the segmentation query.
C. Refine segmentation criteria to limit up to five custom data model objects (DMOs).
D. Space out the segment schedules to reduce DLO load.
Answer: A,B
Explanation:
The error “Segment references too many data lake objects (DLOs)” occurs when a segment query exceeds the limit of 50 DLOs that can be referenced in a single query. This can happen when the segment has too many filters, nested segments, or exclusion criteria that involve different DLOs. To remedy this issue, the consultant can try the following troubleshooting tips: Split the segment into smaller segments. The consultant can divide the segment into multiple segments that have fewer filters, nested segments, or exclusion criteria. This can reduce the number of DLOs that are referenced in each segment query and avoid the error. The consultant can then use the smaller segments as nested segments in a larger segment, or activate them separately. Use calculated insights in order to reduce the complexity of the segmentation query. The consultant can create calculated insights that are derived from existing data using formulas. Calculated insights can simplify the segmentation query by replacing multiple filters or nested segments with a single attribute. For example, instead of using multiple filters to segment individuals based on their purchase history, the consultant can create a calculated insight that calculates the lifetime value of each individual and use that as a filter. The other options are not troubleshooting tips that can help remedy this issue. Refining segmentation criteria to limit up to five custom data model objects (DMOs) is not a valid option, as the limit of 50 DLOs applies to both standard and custom DMOs. Spacing out the segment schedules to reduce DLO load is not a valid option, as the error is not related to the DLO load, but to the segment query complexity.
References:
Troubleshoot Segment Errors
Create a Calculated InsightCreate a Segment in Data Cloud
Frequently Asked Questions
Question # 1
If a data source does not have a field that can be designated as a primary key, what shouldthe consultant do?
A. Use the default primary key recommended by Data Cloud.
B. Create a composite key by combining two or more source fields through a formula field.
C. Select a field as a primary key and then add a key qualifier.
D. Remove duplicates from the data source and then select a primary key.
Question # 2
A customer has two Data Cloud orgs. A new configuration has been completed and testedfor an Amazon S3 data stream and its mappings in one of the Data Cloud orgs. What is recommended to package and promote this configuration to the customer's secondorg?
A. Use the Metadata API.
B. Use the Salesforce CRM connector.
C. Create a data kit.
D. Package as an AppExchange application.
Question # 3
A consultant at Northern Trail Outfitters is attempting to ingest a field from the Contactobject in Salesforce CRM that contains both yyyy-mm-dd and yyyy-mm-dd hh:mm:ssvalues. The target field is set to Date datatype.Which statement is true in this situation?
A. The target field will throw an error and store null values.
B. The target field will be able to hold both types of values.
C. The target field will only hold the time part and ignore the date part.
D. The target field will only hold the date part and ignore the time part.
Question # 4
A segment fails to refresh with the error "Segment references too many data lake objects(DLOS)".Which two troubleshooting tips should help remedy this issue?Choose 2 answers
A. Split the segment into smaller segments.
B. Use calculated insights in order to reduce the complexity of the segmentation query.
C. Refine segmentation criteria to limit up to five custom data model objects (DMOs).
D. Space out the segment schedules to reduce DLO load.
Question # 5
What is the primary purpose of Data Cloud?
A. Providing a golden record of a customer
B. Managing sales cycles and opportunities
C. Analyzing marketing data results
D. Integrating and unifying customer data
Question # 6
Which two dependencies need to be removed prior to disconnecting a data source?Choose 2 answers
A. Activation target
B. Segment
C. Activation
D. Data stream
Question # 7
A consultant is ingesting a list of employees from their human resources database that theywant to segment on.Which data stream category should the consultant choose when ingesting this data?
A. Profile Data
B. Contact Data
C. Other Data
D. Engagement Data
Question # 8
A company is seeking advice from a consultant on how to address the challenge of havingmultiple leads and contacts in Salesforce that share the same email address. Theconsultant wants to provide a detailed and comprehensive explanation on how Data Cloudcan be leveraged to effectively solve this issue.What should the consultant highlight to address this company's business challenge?
A. Data Bundles
B. Calculated Insights
C. Identity Resolution
D. Identity Resolution
Question # 9
Northern Trail Outfitters (NTO) is getting ready to start ingesting its CRM data into Data Cloud.While setting up the connector, which type of refresh should NTO expect when the datastream is deployed for the first time?
A. Incremental
B. Manual refresh
C. Partial refresh
D. Full refresh
Question # 10
What are the two minimum requirements needed when using the Visual Insights Builder tocreate a calculated insight?Choose 2 answers
A. At least one measure
B. At least one dimension
C. At least two objects to Join
D. A WHERE clause
Question # 11
Cumulus Financial needs to create a composite key on an incoming data source thatcombines the fields Customer Region and Customer Identifier.Which formula function should a consultant use to create a composite key when a primarykey is not available in a data stream?
A. CONCAT
B. COMBIN
C. COALE
D. CAST
Question # 12
Cloud Kicks plans to do a full deletion of one of its existing data streams and its underlying data lake object (DLO).What should the consultant consider before deleting the data stream?
A. The underlying DLO can be used in a data transform.
B. The underlying DLO cannot be mapped to a data model object.
C. The data stream must be associated with a data kit.
D. The data stream can be deleted without implicitly deleting the underlying DLO.
Question # 13
Cloud Kicks plans to do a full deletion of one of its existing data streams and its underlying data lake object (DLO).What should the consultant consider before deleting the data stream?
A. The underlying DLO can be used in a data transform.
B. The underlying DLO cannot be mapped to a data model object.
C. The data stream must be associated with a data kit.
D. The data stream can be deleted without implicitly deleting the underlying DLO.
Question # 14
A Data Cloud consultant tries to save a new 1-to-l relationship between the Account DMOand Contact Point Address DMO but gets an error.What should the consultant do to fix this error?
A. Map additional fields to the Contact Point Address DMO.
B. Make sure that the total account records are high enough for Identity resolution.
C. Change the cardinality to many-to-one to accommodate multiple contacts per account.
D. Map Account to Contact Point Email and Contact Point Phone also.
Question # 15
A company wants to test its marketing campaigns with different target populations.What should the consultant adjust in the Segment Canvas interface to get differentpopulations?
A. Direct attributes, related attributes, and population filters
B. Segmentation filters, direct attributions, and data sources
C. Direct attributes and related attributes
D. Population filters and direct attributes
Question # 16
A consultant wants to make sure address details from customer orders are selected as best to save to the unified profile. What should the consultant do to achieve this?
A. Select the address details on the Contact Point Address. Change the reconciliation rulesfor the specific address attributes to Source Priority and move the Individual DMO to the bottom.
B. Use the default reconciliation rules for Contact Point Address.
C. Select the address details on the Contact Point Address. Change the reconciliation rulesfor the specific address attributes to Source Priority and move the Oder DMO to the top.
D. Change the default reconciliation rules for Individual to Source Priority.
Question # 17
A Data Cloud consultant is working with data that is clean and organized. However, thevarious schemas refer to a person by multiple names — such as user; contact, andsubscriber — and need a standard mapping.Which term describes the process of mapping these different schema points into astandard data model?
A. Segment
B. Harmonize
C. Unify
D. Transform
Question # 18
A consultant notices that the unified individual profile is not storing the latest email address.Which action should the consultant take to troubleshoot this issue?
A. Remove any old email addresses from Salesforce CRM.
B. Check if the mapping of DLO objects is correct to Contact Point Email.
C. Confirm that the reconciliation rules are correctly used.
D. Verify and update the email address in the source systems if needed.
Question # 19
A consultant is connecting sales order data to Data Cloud and considers whether to usethe Profile, Engagement, or Other categories to map the DLO. The consultant chooses tomap the DLO called Order-Headers to the Sales Order DMO using the Engagement category.What is the impact of this action on future mappings?
A. A DLO with category Engagement can be mapped to any DMO using either Profile.Engagement, or Other categories.
B. When mapping a Profile DLO to the Sales Order DMO, the category gets updated to Profile.
C. Sales Order DMO gets assigned to both the Profile and Engagement categories when mapping a Profile DLO.
D. Only Engagement category DLOs can be mapped to the Sales Order DMO. Sales Ordergets assigned to the Engagement Category.
Question # 20
A consultant is troubleshooting a segment error.Which error message is solved by using calculated insights Instead of nested segments?
A. Segment is too complex.
B. Multiple population counts are in progress.
C. Segment population count failed.
D. Segment can't be published.
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