Salesforce-Data-Cloud Dumps Free Test Engine Player Verified Updated [Apr 19, 2024]
Q&As with Explanations Verified & Correct Answers
NEW QUESTION # 54
What happens if no file name is specified in AWS S3 data stream during ingestion?
- A. The ingestion setup is completed but the data stream shows 0 records
- B. The system does not fetch any file and the data stream shows an error.
- C. The system chooses the first file found in the S3 bucket
- D. The ingestion setup can't be completed without specifying the filename.
Answer: B
Explanation:
If no file name is specified in AWS S3 data stream during ingestion, the system does not fetch any file and the data stream shows an error. AWS S3 data stream is a feature that allows you to stream data from Amazon Web Services Simple Storage Service (AWS S3) to Data Cloud in near real time. You need to specify the file name or prefix of the files that you want to ingest from your S3 bucket. If you leave this field blank, the system cannot find any matching files and returns an error message. Reference: AWS S3 Data Stream
NEW QUESTION # 55
Which feature can integrate in real time with Salesforce CRM?
- A. Data Model Triggers
- B. Data Actions
- C. Identity Resolution
- D. CRM Starter Bundle
Answer: B
Explanation:
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.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_actions.htm&type=5
NEW QUESTION # 56
Which three components of Data Cloud can be bundled within a Data Kit?
- A. Data Streams
- B. Segments
- C. Identity Resolution Rulesets
- D. Calculated Insights
- E. Data Models
Answer: A,B,E
Explanation:
These three components of Data Cloud can be bundled within a Data Kit. A Data Kit is a package that contains data model objects, segments, and data streams that can be installed in another Data Cloud org. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_kit.htm&type=5
NEW QUESTION # 57
What is the first thing a business stakeholder should focus on when considering a Data Cloud implementation?
- A. Identify activation targets
- B. Review consent and privacy management policies
- C. Identify data sources
- D. Obtain cross-organizational buy-in
Answer: D
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 # 58
A customer wants to use the transactional data from their data warehouse in Data Cloud. They are only able to export the data via a SFTP site. What are two recommended ways to bring this data into Data Cloud?
- A. Import the file into Google Cloud Storage and ingest with the Cloud Storage Connector
- B. Utilize Salesforce's Dataloader application to perform a bulk upload from a desktop
- C. Manually import the file using the Data Import Wizard
- D. Import the file into Amazon S3 and ingest with the Cloud Storage Connector
Answer: A,D
Explanation:
Explanation
These two options are recommended ways to bring transactional data from a data warehouse into Data Cloud via a SFTP site. You can use the Cloud Storage Connector to ingest files from Google Cloud Storage or Amazon S3 buckets into Data Cloud. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_google_cloud_storage.htm&type=5https://he
NEW QUESTION # 59
What are the two minimum requirements needed when using the Visual Insights Builder to create a Calculated Insight?
- A. At least two objects to join
- B. WHERE clause is required
- C. At least one measure
- D. At least one dimension
Answer: C,D
Explanation:
Explanation
These two requirements are needed when using the Visual Insights Builder to create a Calculated Insight. A dimension is an attribute that can be used to group or filter data, such as product category or customer segment. A measure is an attribute that can be used to perform calculations, such as revenue or quantity.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_calculated_insights_create.htm&type=5
NEW QUESTION # 60
Which three Data Model objects do Reconciliation Rules operate across?
- A. Party Identification
- B. Contact
- C. Lead
- D. Individual
- E. Contact Point Email
Answer: A,D,E
Explanation:
Explanation
These are the three Data Model objects that Reconciliation Rules operate across. Reconciliation rules tell Data Cloud how to prioritize values for unified individual profiles when there is conflicting information in the data model. For example, if two profiles have different email addresses, reconciliation rules can determine which one to use for the unified profile. Reconciliation rules can operate on the Individual object, which represents a person or entity, the Party Identification object, which represents an identifier such as a social media handle or a loyalty card number, and the Contact Point Email object, which represents an email address.
References: Identity Resolution Reconciliation Rules
NEW QUESTION # 61
What is Data Cloud's primary value to customers?
- A. A single source of truth for all anonymous data
- B. A platform that provides a unified view of a customer and their related data
- C. A platform that can create personalized campaigns by listening, understanding, and acting on customer behavior
- D. A platform that can update all connected systems with a golden record in real-time
Answer: B
Explanation:
Data Cloud's primary value to customers is that it provides a platform that enables customers to create a unified view of a customer and their related data across different channels and systems, using the Customer 360 data model as the foundation. Reference: [Data Cloud Overview], [Customer 360 Data Model]
NEW QUESTION # 62
Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?
- A. Sales Order
- B. Engagement
- C. Transaction
- D. Individual
Answer: C
Explanation:
The transaction data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights. This category indicates that the data stream contains events that occur at a specific point in time and have a duration. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_stream_category.htm&type=5
NEW QUESTION # 63
Which match criteria is only available as custom in order to perform an exact match in Identity Resolution?
- A. Government Id
- B. Party Identification Id
- C. Phone Number
- D. Email Address
Answer: B
Explanation:
Party Identification Id is the only match criteria that is only available as custom in order to perform an exact match in Identity Resolution. Party Identification Id is a unique identifier for each Party Identification record in the data model. It is not one of the standard match criteria that Data Cloud provides out of the box, so it has to be created as a custom match criteria. Custom match criteria allow you to use any field from the data model as a match rule. Reference: Create Custom Match Criteria
NEW QUESTION # 64
Which three components of Data Cloud can be bundled within a Data Kit?
- A. Data Streams
- B. Segments
- C. Identity Resolution Rulesets
- D. Calculated Insights
- E. Data Models
Answer: A,B,E
Explanation:
Explanation
These three components of Data Cloud can be bundled within a Data Kit. A Data Kit is a package that contains data model objects, segments, and data streams that can be installed in another Data Cloud org.
References: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_kit.htm&type=5
NEW QUESTION # 65
Which configuration can support separate Amazon S3 buckets for data ingestion and activation?
- A. Separate user credentials for data stream and activation
- B. Dedicated S3 data sources in activation setup
- C. Dedicated S3 data sources in Data Cloud setup
- D. Separate user credentials for data stream and activation target
Answer: C
NEW QUESTION # 66
What happens if no file name is specified in AWS S3 data stream during ingestion?
- A. The ingestion setup is completed but the data stream shows 0 records
- B. The system does not fetch any file and the data stream shows an error.
- C. The system chooses the first file found in the S3 bucket
- D. The ingestion setup can't be completed without specifying the filename.
Answer: B
Explanation:
Explanation
If no file name is specified in AWS S3 data stream during ingestion, the system does not fetch any file and the data stream shows an error. AWS S3 data stream is a feature that allows you to stream data from Amazon Web Services Simple Storage Service (AWS S3) to Data Cloud in near real time. You need to specify the file name or prefix of the files that you want to ingest from your S3 bucket. If you leave this field blank, the system cannot find any matching files and returns an error message. References: AWS S3 Data Stream
NEW QUESTION # 67
Which of the following functions returns the first value from a list that isn't empty?
- A. COALESCE
- B. REPLACE
- C. CONCAT
- D. FIND
Answer: A
Explanation:
COALESCE is the function that returns the first value from a list that isn't empty. It takes a list of values as arguments and returns the first non-empty value. For example, COALESCE(NULL, '', 'Hello', 'World') returns 'Hello'. If all values are empty, it returns NULL. Reference: COALESCE
NEW QUESTION # 68
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 > Identity Resolution > Calculated Insight
- B. Calculated Insight > Identity Resolution > Refresh Data Stream
- C. Refresh Data Stream > Calculated Insight > Identity Resolution
- D. Identity Resolution > Calculated Insight > Refresh Data Stream
Answer: A
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.
NEW QUESTION # 69
What are two benefits Data Cloud provides a company in relation to managing customer data?
- A. Data Marketplace
- B. Unified Identity Resolution
- C. Data Governance
- D. Data Harmonization
Answer: B,D
Explanation:
Explanation
These two benefits Data Cloud provides a company in relation to managing customer data. Unified Identity Resolution allows a company to link data from different sources and create a single view of each customer.
Data Harmonization allows a company to standardize and enrich data from different sources and improve data quality and usability. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_identity_resolution.htm&type=5https://help.
NEW QUESTION # 70
When can the data types be changed during ingestion?
- A. After the DSO is created
- B. Data type can be changed at any time
- C. Data type can never be changed
- D. Before DSO is created
Answer: D
Explanation:
Explanation
The data types can be changed during ingestion before the Data Source Object (DSO) is created. A DSO is a container for ingested data that defines the schema, format, and metadata of the data. Data types can be changed in the Data Explorer before creating a DSO by using the Edit Schema option. Once a DSO is created, the data types cannot be changed. References: Create a Data Source Object
NEW QUESTION # 71
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?
- A. Ensure the refresh mode is set to "Full Refresh" and "Refresh only new files' is selected
- B. Advise NTO to change their processes: this configuration is not supported
- C. Ensure the refresh mode is set to "Full Refresh" and the filename contains a wildcard to accommodate the timestamp
- D. Ensure the refresh mode is set to "Upsert" and Refresh only new files" is selected
Answer: D
Explanation:
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.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htm&type=5
NEW QUESTION # 72
What is a unique requirement of a Streaming Insight query?
- A. A dimension
- B. A WHERE clause
- C. A measurement
- D. A window function
Answer: D
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/articleView?id=sf.c360_a_streaming_insights.htm&type=5
NEW QUESTION # 73
How does an administrator increase the consolidation rate for Identity Resolution?
- A. Add more matching rules to broaden the search for matches
- B. Change the Ignore Empty Value option
- C. Reduce the number of matching rules
- D. Change all reconciliation rules to Source Sequence
Answer: C
Explanation:
Explanation
Reducing the number of matching rules can increase the consolidation rate for Identity Resolution, because it reduces the chances of finding multiple matches for the same individual. Matching rules tell Data Cloud which profiles to unify during the identity resolution process. If there are too many matching rules, Data Cloud might find more than one match for a given profile, resulting in a lower consolidation rate. References: Identity Resolution Match Rules
NEW QUESTION # 74
Which option allows an organization an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloud on a daily basis?
- A. Marketing Cloud Connect API
- B. Profile attributes are not yet supported
- C. Email Studio Starter Data Bundle
- D. Automation Studio and Profile API
Answer: D
Explanation:
Explanation
This option allows an organization an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloud on a daily basis. You can use Automation Studio to export profile attributes to a data extension and use the Profile API to send them to Data Cloud.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud_data_foundatio
NEW QUESTION # 75
An administrator wants to be able to create a multi-dimensional metric to identify unified individual lifetime value (LTV). Which sequence of DMO joins are necessary within the Calculated Insight to enable this calculation?
- A. Sales Order > Individual > Unified Individual
- B. Sales Order > Unified Individual
- C. Unified Individual > Unified Link Individual > Sales Order
- D. Unified Individual > Individual > Sales Order
Answer: C
Explanation:
To create a multi-dimensional metric to identify unified individual lifetime value (LTV), the administrator needs to join the following data model objects (DMOs) in the Calculated Insight:
Unified Individual: This DMO represents the unified profile of an individual, which contains attributes from multiple sources.
Unified Link Individual: This DMO represents the link between an Individual DMO and a Unified Individual DMO.
Sales Order: This DMO represents a transaction or purchase made by an individual.
The sequence of joins should start from the Unified Individual DMO, then join the Unified Link Individual DMO using the UnifiedIndividualId field, and then join the Sales Order DMO using the IndividualId field. This way, the administrator can access the sales order data for each unified individual and calculate their lifetime value.
NEW QUESTION # 76
Which two common use cases can be addressed with Data Cloud?
- A. Harmonize data from multiple sources with a standardized and extendable data model
- B. Understand and act upon customer data to drive more relevant experiences
- C. Safeguard critical business data by serving as a centralized system for backup and disaster recovery
- D. Govern enterprise data lifecycle through a centralized set of policies and processes
Answer: A,B
Explanation:
Data Cloud can address these two common use cases by providing a platform that allows customers to ingest, map, enrich, and activate data from various sources using the Customer 360 data model, and by enabling customers to create segments, insights, and activations based on their customer data. Reference: [Data Cloud Overview], [Customer 360 Data Model], [Data Activation]
NEW QUESTION # 77
A user needs permissions to access Data Cloud to create, manage, and publish segments. However, the user should not be allowed to create reports or manage data sources. Which permission set should an administrator assign?
- A. Customer Data Cloud for Marketing Data Aware Specialist
- B. Customer Data Cloud for Marketing Manager
- C. Customer Data Cloud for Marketing Specialist
- D. Customer Data Cloud for Marketing Admin
Answer: C
Explanation:
Explanation
This permission set should be assigned to a user who needs permissions to access Data Cloud to create, manage, and publish segments, but not to create reports or manage data sources. This permission set allows the user to create and edit segments, calculated insights, streaming insights, and activations, but not to access data streams, data model, identity resolution, or reports.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_permission_sets.htm&type=5
NEW QUESTION # 78
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