【Salesforce Data Cloud Consultant】Salesforce 認定 認定 Data Cloud コンサルタン 資格練習問題集と解析

Solution Overview

◐０１．Every day, Northern Trail Outfitters uploads a summary of the last 24 hours of store transactions to a new file in an Amazon S3 bucket, and files older than seven days are automatically deleted. Each file contains a timestamp in a standardized naming convention.
Which two options should a consultant configure when ingesting this data stream?
Choose 2 answers

Options:

A. Ensure the refresh mode is set to “Upsert”.

B. Ensure the filename contains a wildcard to accommodate the timestamp.

C. Ensure the refresh mode is set to "Full Refresh".

D. Ensure that deletion of old files is enabled.

Correct Answers: A, B

Explanation:

• Option A: Ensure the refresh mode is set to “Upsert”.
  Using the "Upsert" refresh mode allows for updating existing records and inserting new ones, which is useful when dealing with data that may include both updates to existing records and new records.

• Option B: Ensure the filename contains a wildcard to accommodate the timestamp.
  Configuring the filename with a wildcard allows the data ingestion process to handle files with timestamps, ensuring that new files following the standardized naming convention are correctly identified and processed.

Other Options:

• Option C: Ensure the refresh mode is set to "Full Refresh".
  This mode refreshes the entire dataset, which may not be necessary if you only need to update existing records or add new ones without replacing the entire dataset.

• Option D: Ensure that deletion of old files is enabled.
  File deletion is managed by S3 lifecycle policies and not directly related to the data ingestion process. The focus should be on handling files that are currently present and ensuring proper ingestion based on their naming convention.

---

◐０２．Which operator should a consultant use to create a birthday campaign that is evaluated daily?

Options:

A. Is Birthday

B. Is Anniversary Of

C. Is Today

D. Is Between

Correct Answer: B

Explanation:

• Option B: Is Anniversary Of
  The "Is Anniversary Of" operator can be used to evaluate birthdays as well as other recurring annual events, making it suitable for creating a campaign that is evaluated daily to identify birthdays.

Other Options:

• Option A: Is Birthday
  This operator does not exist. For evaluating birthdays, the "Is Anniversary Of" operator is used instead.

• Option C: Is Today
  This operator checks if a date matches the current day but is not specifically tailored for birthdays.

• Option D: Is Between
  This operator is used for checking if a date falls within a specified range, not for specific daily evaluations like birthdays.

---

◐０３． A consultant is discussing the benefits of Data Cloud with a customer that has multiple disjointed data sources.
Which two functional areas should the consultant highlight in relation to managing customer data?
Choose 2 answers.

Options:

A. Data Harmonization

B. Data Marketplace

C. Master Data Management

D. Unified Profiles

Correct Answers: A, D

Explanation:

• Option A: Data Harmonization
  Data Harmonization involves integrating and standardizing data from multiple sources to create a consistent and unified view. This is crucial for managing customer data across disjointed sources.

• Option D: Unified Profiles
  Unified Profiles aggregate and consolidate customer data into a single profile, providing a comprehensive view of each customer. This helps in managing and utilizing customer data more effectively.

Other Options:

• Option B: Data Marketplace
  Data Marketplace is related to accessing and acquiring data rather than directly managing and harmonizing customer data from multiple sources.

• Option C: Master Data Management
  Master Data Management focuses on maintaining a single, accurate view of critical business data but is not specific to the integration and management of customer data from multiple sources like Data Harmonization and Unified Profiles.

---

◐０４．Which consideration related to the way Data Cloud ingests CRM data is true?

Options:

A. CRM data cannot be manually refreshed and must wait for the next scheduled synchronization.

B. The CRM Connector's synchronization times can be customized to up to 15-minute intervals.

C. Formula fields are refreshed at regular sync intervals and are updated at the next full refresh.

D. The CRM Connector allows standard fields to stream into Data Cloud in real-time.

Correct Answer: C

Explanation:

• Option C: Formula fields are refreshed at regular sync intervals and are updated at the next full refresh.
  Formula fields in CRM data are typically updated during scheduled sync intervals and are part of the next full refresh cycle to ensure the data is accurate and up-to-date.

Other Options:

• Option A: CRM data cannot be manually refreshed and must wait for the next scheduled synchronization.
  CRM data can often be refreshed manually, depending on the configuration and tools used.

• Option B: The CRM Connector's synchronization times can be customized to up to 15-minute intervals.
  While customization is available, this feature may not be universally supported across all configurations or connectors.

• Option D: The CRM Connector allows standard fields to stream into Data Cloud in real-time.
  Streaming real-time data may depend on specific configurations and capabilities of the CRM Connector.

---

◐０５．Cumulus Financial created a segment called Multiple Investments that contains individuals who have invested in two or more mutual funds. The company plans to send an email to this segment regarding a new mutual fund offering and wants to personalize the email content with information about each customer's current mutual fund investments.
How should the Data Cloud consultant configure this activation?

Options:

• A. Include Fund Type equal to "Mutual Fund" as a related attribute. Configure an activation based on the new segment with no additional attributes.

• B. Choose the Multiple Investments segment, choose the Email contact point, and add related attribute Fund Type.

• C. Choose the Multiple Investments segment, choose the Email contact point, add related attribute Fund Name, and add related attribute filter for Fund Type equal to "Mutual Fund".

• D. Include Fund Name and Fund Type by default for post-processing in the target system.

Correct Answer: C

Explanation: To personalize the email content effectively, you need to ensure that the email includes specific details about each customer's current mutual fund investments. By choosing the Multiple Investments segment, selecting the Email contact point, and adding the related attribute Fund Name along with applying a filter for Fund Type equal to "Mutual Fund," you ensure that the email will contain relevant information about each customer's mutual fund investments. This approach allows for a targeted and personalized email, enhancing the relevance of the content for each recipient.

---

◐０６．What is the result of a segmentation criteria filtering on City | Is Equal To | 'San José'?

Options:

• A. Cities only containing 'San Jose’ or 'san jose’

• B. Cities only containing ‘San José’ or 'San Jose’

• C. Cities only containing 'San José’ or 'san josé’

• D. Cities containing 'San José’, 'San Jose’, 'san josé', or 'san jose’

Correct Answer: C

Explanation: Filtering with 'San José' will match cities containing 'San José' or 'san josé', but it will not automatically match variations in case or accent such as 'San Jose' or 'san jose'.

---

◐０７．A customer has a requirement to receive a notification whenever an activation fails for a particular segment.
Which feature should the consultant use to solution for this use case?

Options:

• A. Activation alert

• B. Report

• C. Flow

• D. Dashboard

Correct Answer: A

Explanation: An Activation alert is designed to notify users when an activation fails. This feature ensures that you are promptly informed of any issues related to the activation of segments, fulfilling the requirement for notifications in case of failure.

---

◐０８．Northern Trail Outfitters uses B2C Commerce and is exploring implementing Data Cloud to get a unified view of its customers and all their order transactions.
What should the consultant keep in mind with regard to historical data when ingesting order data using the B2C Commerce Order Bundle?

Options:

• A. The B2C Commerce Order Bundle ingests 30 days of historical data.

• B. The B2C Commerce Order Bundle ingests 12 months of historical data.

• C. The B2C Commerce Order Bundle does not ingest any historical data and only ingests new orders from that point on.

• D. The B2C Commerce Order Bundle ingests 6 months of historical data.

Correct Answer: C

Explanation: The B2C Commerce Order Bundle does not ingest historical data. It starts ingesting new orders from the point of integration onward. Therefore, it only includes new orders and does not cover past transactions.

---

◐０９．A client wants to bring in loyalty data from a custom object in Salesforce CRM that contains a point balance for accrued hotel points and airline points within the same record. The client wants to split these point systems into two separate records for better tracking and processing.
What should a consultant recommend in this scenario?

Options:

• A. Clone the data source object.

• B. Create a junction object in Salesforce CRM and modify the ingestion strategy.

• C. Use batch transforms to create a second data lake object.

• D. Create a data kit from the data lake object and deploy it to the same Data Cloud org.

Correct Answer: C

Explanation: Using batch transforms to create a second data lake object allows you to split the original data into separate records based on the point systems (hotel points and airline points). This method provides the flexibility to transform and organize the data appropriately for better tracking and processing. This approach is ideal for data manipulation and ensures that each point system is tracked independently.

---

◐１０．What should a user do to pause a segment activation with the intent of using that segment again?

Options:

• A. Delete the segment.

• B. Deactivate the segment.

• C. Skip the activation.

• D. Stop the publish schedule.

Correct Answer: B

Explanation: Deactivate the segment to pause the segment activation. Deactivating the segment will stop the current activation process and allows you to reactivate it later when needed, without losing the segment configuration or data.

---