Data 360 Consultant Setup And Administration Practice Test 2 — 15 Questions

Question 1

A Data Cloud consultant is setting up a new Data Space for a subsidiary company. The subsidiary should only see its own data and not data from other parts of the organization. Which feature should the consultant configure to ensure data isolation within the Data Space?

Choose an answer to begin — your selection is scored in the full session.

Accepted Answer

Data Space. Data Spaces provide logical isolation of data, metadata, and permissions in Data Cloud. By creating a dedicated Data Space for the subsidiary, you ensure that users assigned to that Data Space only see the data within it. This is the standard method for segregating data between different business units or subsidiaries. Other features like Permission Sets or Data Streams do not provide this level of isolation.

Answer

Sharing Rule

Answer

Permission Set

Answer

Data Stream

Question 2

A Salesforce administrator at Universal Containers is setting up Data Cloud and needs to create a new Data Space for the 'Loyalty' team. The team should only see data related to loyalty, and the administrator must assign users to this Data Space. Which two actions must the administrator perform to make the Data Space available to the Loyalty team? (Choose two.)

Accepted Answer

Assign users to the Data Space by adding them to a permission set that includes the Data Space membership.. To make a Data Space available to a team, the administrator must create the Data Space and assign the relevant data streams and DMOs to it, then grant users access by assigning them to a permission set that includes the Data Space membership. Both actions are required; without either, the team cannot see or use the data.

Answer

Configure a data stream refresh schedule that runs only during loyalty program hours.

Answer

Create a new Salesforce profile for the Loyalty team and assign it the 'Data Cloud User' license.

Answer

Enable the 'Data Space Access' setting in Salesforce Setup under Data Cloud Settings.

Question 3

A Data Cloud administrator is configuring a new data stream from Salesforce CRM. They need to ensure that the data stream only ingests records that meet specific criteria, such as only active accounts. Which TWO features should the administrator use to filter the data during ingestion? (Choose two.)

Accepted Answer

Data Transform. Data Stream Filters and Data Transforms are both used to filter records during ingestion. Data Stream Filters apply conditions directly on the source data stream, while Data Transforms provide more advanced filtering and transformation capabilities using SQL-like expressions. Both can be used to ensure only records meeting specific criteria, such as active accounts, are ingested into Data Cloud.

Answer

Data Model Object

Answer

Data Space

Answer

Identity Resolution

Question 4

An administrator at Northern Trail Outfitters has provisioned Data Cloud in a Salesforce org that already uses Person Accounts and a custom object called Loyalty_Tier__c. The administrator needs to bring Loyalty_Tier__c records into Data Cloud as a Data Model Object (DMO) so they can be used in segmentation. Which action should the administrator take first to make the custom object available for ingestion?

Accepted Answer

Create a data stream from the Loyalty_Tier__c object using the Salesforce CRM connector, then map fields to a new DMO in Data Cloud.. Custom CRM objects such as Loyalty_Tier__c become available in Data Cloud only after a data stream is created against them using the Salesforce CRM connector, at which point fields are mapped to a DMO. No Setup toggle or metadata cache refresh publishes custom objects automatically. Exporting to Amazon S3 is a valid alternative ingestion path but is not the recommended first step when the source object already lives in the same Salesforce org.

Answer

Create a formula field on Loyalty_Tier__c that concatenates the record ID and name, then refresh the Data Cloud metadata cache.

Answer

Export Loyalty_Tier__c records to Amazon S3 as CSV and ingest them through the Amazon S3 connector into a standard DMO.

Answer

Enable the Loyalty_Tier__c object for Data Cloud in Salesforce Setup by selecting it under Data Cloud Object Settings.

Question 5

A data architect at Universal Containers is setting up Data Cloud and needs to configure a new data stream from Salesforce CRM. The architect must ensure that the data stream is scoped to include only specific standard and custom objects relevant to the project. Which TWO actions must the architect take to accomplish this? (Choose two.)

Accepted Answer

During connector setup, ensure the Salesforce CRM connector is configured to use the correct org and then select only the desired objects before saving.. Scoping a Salesforce CRM data stream to specific objects is done during connector configuration. The architect must select the desired standard and custom objects and ensure the connector is pointed at the correct Salesforce org. These two actions together define which objects are ingested, keeping the data stream focused and efficient. Other actions like filters or permission sets support ingestion but do not determine object scope.

Answer

Create a permission set that grants access to the selected objects and assign it to the Data Cloud integration user.

Answer

Configure object-level filters on each data stream to exclude records that do not match project criteria.

Answer

After ingestion, create a batch transform to filter out records from objects that should not be included.

Question 6

An administrator at Coral Cloud Resorts is preparing to deploy a Data Cloud configuration from a sandbox to production. The configuration includes data streams, data model object mappings, and identity resolution rulesets. The administrator wants to move these metadata components using a change set. Which statement accurately describes the administrator's ability to use change sets for this deployment?

Accepted Answer

Change sets can include Data Cloud data streams, DMO mappings, and identity resolution rulesets, but data stream credentials must be reconfigured in the target org after deployment.. Change sets can deploy Data Cloud metadata such as data streams, DMO mappings, and identity resolution rulesets between related orgs, but they cannot carry connection credentials or secrets. After deployment, the administrator must reauthenticate the connectors in the target org so ingestion resumes. Data Kits are an alternative packaging approach but are not required for change set deployments.

Answer

Change sets cannot include any Data Cloud metadata; the administrator must manually recreate every data stream and ruleset in the production org.

Answer

Change sets can include Data Cloud metadata only when the administrator first converts all data streams into Data Kits and then deploys the Data Kits.

Answer

Change sets can include Data Cloud metadata only if the source and target orgs are on the same Salesforce instance and share the same Data Cloud tenant ID.

Question 7

A multinational enterprise is setting up Data Cloud and needs to isolate data visibility between their North American and European business units while sharing the same Data Cloud tenant. What feature should the administrator configure?

Accepted Answer

Data Spaces. Data Spaces in Data Cloud allow administrators to partition data and segment criteria logically to restrict data access and management to specific business units or regions within a single tenant.

Answer

Sharing Rules

Answer

Territory Management

Answer

Business Units

Question 8

An administrator has configured a Marketing Cloud connector in Data Cloud. However, data streams are failing to initialize because the connected user lacks permissions. Which configuration error most likely occurred?

Accepted Answer

The Marketing Cloud connector user lacks API Integration and Data View permissions.. Connecting Marketing Cloud requires the Marketing Cloud connector user to have specific API and data view permissions enabled in Marketing Cloud before establishing the connection in Data Cloud Setup.

Answer

The connected user was not assigned the Data Cloud Admin permission set in Salesforce CRM.

Answer

The Marketing Cloud tenant URL was entered using HTTP instead of HTTPS.

Answer

The Marketing Cloud Business Unit was not mapped to a Data Space.

Question 9

Which feature must be enabled in a Salesforce org before provisioning Data Cloud if the organization plans to ingest data from multiple Salesforce CRM orgs into a single Data Cloud tenant?

Accepted Answer

Salesforce CRM Connector. Multi-org connector setup requires specific org configurations, but standard Data Cloud provisioning allows CRM connection via the Salesforce CRM connector.

Answer

Platform Encryption

Answer

Enterprise Territory Management

Answer

Enhanced Domains

Question 10

An administrator is setting up the Amazon S3 connector to ingest CSV files into Data Cloud. During the configuration of the data stream, which prerequisite must be verified in the Amazon S3 bucket settings?

Accepted Answer

The IAM user or role used for connection must have ListBucket and GetObject permissions on the target bucket.. To connect Amazon S3 to Data Cloud, the S3 bucket must have proper bucket policies, access keys or IAM roles configured, and appropriate CORS or network access if required by Salesforce IP ranges.

Answer

The files must be compressed in ZIP format prior to ingestion.

Answer

The S3 bucket must have public read access enabled for all files.

Answer

The S3 bucket must be hosted in the exact same geographic AWS region as the Salesforce CRM core instance.

Question 11

An administrator wants to ensure that a specific group of marketing users can only view data associated with the 'EMEA' Data Space. How should the administrator enforce this requirement?

Accepted Answer

Assign the users a permission set that includes access to the 'EMEA' Data Space.. Data Spaces in Data Cloud are the native mechanism for segmenting data by business unit, region, or purpose, and access is granted by assigning users a permission set that includes the Data Space. This ensures users can only query and view data mapped to the EMEA Data Space, satisfying the least-privilege requirement.

Answer

Update the organization-wide defaults (OWD) for Data Cloud objects to Private for EMEA.

Answer

Create a custom profile for EMEA users and disable read access to all non-EMEA data streams.

Answer

Configure a sharing set in Data Cloud Setup pointing to the EMEA region.

Question 12

An administrator needs to configure Data Cloud to ingest streaming data via the Ingestion API. Where does the administrator generate the necessary security credentials and connection parameters, such as tenant-specific endpoints?

Accepted Answer

Data Cloud Setup > Ingestion API. Ingestion API setup requires creating an Ingestion API connection and bundle in Data Cloud Setup, which provides the endpoint URLs and authentication details.

Answer

Setup > Feature Settings > Salesforce Identity > API Access

Answer

Setup > Apps > Connected Apps

Answer

Data Cloud Setup > Data Spaces > API Management

Question 13

An administrator is troubleshooting a failing Salesforce CRM data stream where standard objects (such as Contact and Account) are not syncing. What is the most likely configuration issue in the CRM connector setup?

Accepted Answer

The Salesforce CRM connector bundle was not deployed or activated during the connector setup wizard.. The Salesforce CRM connector relies on specific integration users and automatic bundle creation. If CRM objects fail to sync, permissions or bundle activation status are the primary culprits.

Answer

Standard CRM objects must be manually recreated as custom Data Source Objects before streaming.

Answer

The connected CRM org's API version is set higher than Data Cloud supports.

Answer

The Salesforce CRM connector requires manual Apex trigger creation for every object to be streamed.

Question 14

What is the primary purpose of configuring Data Spaces in Salesforce Data Cloud?

Accepted Answer

To logically partition data, insights, and segments within a single tenant for different business units.. Data Spaces allow organizations to partition their data, segments, and insights for security, organizational separation, or multi-brand management.

Answer

To increase the maximum data storage capacity of the Data Cloud tenant.

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To accelerate data stream ingestion speeds from external cloud storage providers.

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To connect multiple production Salesforce CRM orgs to Data Cloud simultaneously.

Question 15

An administrator needs to ingest data from an external relational database into Data Cloud using a scheduled batch process. Which connector type is best suited for this requirement?

Accepted Answer

Cloud Storage Connector (e.g., Amazon S3, Google Cloud Storage, Azure Blob Storage). External database ingestion where Salesforce pulls data via batch files or direct connections can utilize Cloud Storage connectors (like S3, Google Cloud Storage, Azure Blob) or standard file upload methods. For scheduled batch file drops, Cloud Storage connectors are standard.

Answer

Marketing Cloud Connector

Answer

Real-Time Interaction Collector

Answer

Salesforce CRM Connector