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Salesforce-Data-Cloud Guaranteed Passing & Salesforce-Data-Cloud Associate L

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Salesforce-Data-Cloud Guaranteed Passing & Salesforce-Data-Cloud Associate L

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Salesforce Data Cloud Accredited Professional Exam Sample Questions (Q157-Q162):NEW QUESTION # 157
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. Space out the segment schedules to reduce DLO load.
  • D. Refine segmentation criteria to limit up to five custom data model objects (DMOs).
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.
Troubleshoot Segment Errors
Create a Calculated Insight
Create a Segment in Data Cloud

NEW QUESTION # 158
Which feature can integrate in real time with Salesforce CRM?
  • A. Identity Resolution
  • B. Data Model Triggers
  • C. CRM Starter Bundle
  • D. Data Actions
Answer: D
Explanation:
This feature can integrate in real time with Salesforce CRM. Data Actions allow you to perform actions on Salesforce CRM records based on Data Cloud data, such as creating, updating, or deleting records. Reference: https://help.salesforce.com/s/ar ... ions.htm&type=5

NEW QUESTION # 159
A consultant is setting up a data stream with transactional data,
Which field type should the consultant choose to ensure that leading
zeros in the purchase order number are preserved?
  • A. Serial
  • B. Text
  • C. Decimal
  • D. Number
Answer: B
Explanation:
The field type Text should be chosen to ensure that leading zeros in the purchase order number are preserved.
This is because text fields store alphanumeric characters as strings, and do not remove any leading or trailing characters. On the other hand, number, decimal, and serial fields store numeric values as numbers, and automatically remove any leading zeros when displaying or exporting the data123. Therefore, text fields are more suitable for storing data that needs to retain its original format, such as purchase order numbers, zip codes, phone numbers, etc. References:
Zeros at the start of a field appear to be omitted in Data Exports
Keep First '0' When Importing a CSV File
Import and export address fields that begin with a zero or contain a plus symbol

NEW QUESTION # 160
Which data model object category can a Data Cloud user create segments on?
  • A. Engagement
  • B. Profile
  • C. Unified Individual only
  • D. Other
Answer: C
Explanation:
According to the Data Cloud documentation, segments can only be created on the Unified Individual entity, which represents the result of Identity Resolution. The other data model object categories, such as Profile, Engagement, and Other, are not available for segmentation.

NEW QUESTION # 161
What is a unique requirement of a Streaming Insight query?
  • A. A dimension
  • B. A window function
  • C. A WHERE clause
  • D. A measurement
Answer: B
Explanation:
A window function is a unique requirement of a Streaming Insight query. It defines the time interval for the query to run on the streaming data and the frequency of the query execution. Reference: https://help.salesforce.com/s/ar ... ghts.htm&type=5

NEW QUESTION # 162
......
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