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Salesforce Data-Cloud-Consultant Exam Overview:
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| Topic | Details |
|---|
| Topic 1 | - Identity Resolution: It describes matching and how its rule sets are applied. Furthermore, it discusses reconciling data and its rule sets, the results of identity resolution, and use cases.
|
| Topic 2 | - Data Cloud Setup and Administration: This topic includes applying Data Cloud permissions, permission sets, org-wide settings. It describes and configures data stream types, and data bundles. Moreover, it discusses use cases for data spaces, creating data spaces, managing and administering Data Cloud using reports, dashboards, flows, packaging, data kits, diagnosing and exploring data using Data Explorer, Profile Explorer, and APIs.
|
| Topic 3 | - Data Cloud Overview: This topic covers Data Cloud's function, key terminology, business value, typical use cases, the Data Cloud lifecycle, dependencies, and principles of data ethics. These sub-topics provide an overview of Data Cloud's capabilities and applications.
|
| Topic 4 | - Act on Data: This topic defines activations and their basic use cases, using attributes and related attributes, identifying and analyzing timing dependencies affecting the Data Cloud lifecycle. Additionally it focuses on troubleshooting common problems with activations, and using data actions, including their requirements and intended use cases.
|
| Topic 5 | - Segmentation and Insights: This topic defines basic concepts of segmentation and use cases, identifies scenarios for analyzing segment membership, configuring, refining, and maintaining segments within Data Cloud, and differentiating between calculated and streaming insights.
|
Salesforce Certified Data 360 Consultant (Data-Con-101) Sample Questions (Q112-Q117):
NEW QUESTION # 112
Luxury Retailers created a segment targeting high value customers that it activates through Marketing Cloud for email communication. The company notices that the activated count is smaller than the segment count.
What is a reason for this?
- A. Marketing Cloud activations apply a frequency cap and limit the number of records that can be sent in an activation.
- B. Marketing Cloud activations only activate those individuals that already exist in Marketing Cloud.They do not allow activation of new records.
- C. Marketing Cloud activations automatically suppress individuals who are unengaged and have not opened or clicked on an email in the last six months.
- D. Data Cloud enforces the presence of Contact Point for Marketing Cloud activations. If the individual does not have a related Contact Point, it will not be activated.
Answer: D
Explanation:
Data Cloud requires a Contact Point for Marketing Cloud activations, which is a record that links an individual to an email address. This ensures that the individual has given consent to receive email communications and that the email address is valid. If the individual does not have a related Contact Point, they will not be activated in Marketing Cloud. This may result in a lower activated count than the segment count. References: Data Cloud Activation, Contact Point for Marketing Cloud
NEW QUESTION # 113
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. Identity Resolution > Refresh Data Stream > Calculated Insight
- C. Refresh Data Stream > Calculated Insight > Identity Resolution
- D. Calculated Insight > Refresh Data Stream > Identity Resolution
Answer: A
Explanation:
To ensure that freshly imported data from an Amazon S3 Bucket is ready and available to use for any segment, the following processes should be run in this order:
* Refresh Data Stream: This process updates the data lake objects in Data Cloud with the latest data from the source system. It can be configured to run automatically or manually, depending on the data stream settings1. Refreshing the data stream ensures that Data Cloud has the most recent and accurate data from the Amazon S3 Bucket.
* Identity Resolution: This process creates unified individual profiles by matching and consolidating source profiles from different data streams based on the identity resolution ruleset. It runs daily by default, but can be triggered manually as well2. Identity resolution ensures that Data Cloud has a single view of each customer across different data sources.
* Calculated Insight: This process performs calculations on data lake objects or CRM data and returns a result as a new data object. It can be used to create metrics or measures for segmentation or analysis purposes3. Calculated insights ensure that Data Cloud has the derived data that can be used for personalization or activation.
References:
* 1: Configure Data Stream Refresh and Frequency - Salesforce
* 2: Identity Resolution Ruleset Processing Results - Salesforce
* 3: Calculated Insights - Salesforce
NEW QUESTION # 114
Northern Trail Outfitters unifies individuals in its Data Cloud instance.
Which three features ca e consultant use to validate the data on a unified profile?
Choose 3 answers
- A. Data Explorer
- B. Data Actions
- C. Query APL
- D. Identity Resolution
- E. Profile Explorer
Answer: A,D,E
Explanation:
To validate the data on a unified profile, the consultant can use the following features:
Identity Resolution: This feature allows the consultant to view and edit the identity resolution rulesets that determine how individuals are unified from different data sources1.
Data Explorer: This feature allows the consultant to browse and filter the unified profiles and view their attributes, segments, and activities2.
Profile Explorer: This feature allows the consultant to drill down into a specific unified profile and view its details, such as source records, identity graph, calculated insights, and data actions3. Reference:
1: Identity Resolution in Data Cloud
2: Data Explorer in Data Cloud
3: Profile Explorer in Data Cloud
NEW QUESTION # 115
A Data 360 Consultant is building a segment to announce a new product launch for customers who have previously purchased black pants. How should the consultant place the attributes for product color and product type from the Order Product object to meet this criteria?
- A. Place the attributes for product color and product type in a single container.
- B. Place the attribute for product color in one container and the attribute for product type in another container.
- C. Place the attributes for product color and product type as direct attributes.
- D. Place an attribute for the " black pants " calculated insight to dynamically apply.
Answer: A
NEW QUESTION # 116
A Data 360 Consultant wants to query data within a data model object (DMO). Upon creating the workspace, they are unsure which data space to select and choose the first one in the list. When they try to create a query, the required DMO is not available. What should the consultant do?
- A. Add the DMO to the data space they selected when creating the workspace.
- B. Create a new workspace and select the data space the DMO belongs to.
- C. Reference the data space name and DMO in the query within the existing workspace.
- D. Add the data space to the existing workspace.
Answer: B
Explanation:
A Query Editor workspace controls the objects and metadata that a user can query, and Salesforce requires the user to have data-space access to the object being queried. If the consultant created the workspace against the wrong data space, the required DMO will not appear in that workspace's available object context. The clean corrective action is therefore to create a new workspace and select the data space that contains the DMO, making C correct. Adding the DMO to an unrelated data space changes governance and modeling rather than fixing the workspace selection. Merely referencing another data space in SQL does not bypass workspace and data-space access boundaries. The exam point is that workspace scope and data-space access determine which Data 360 objects Query Editor exposes.
NEW QUESTION # 117
......
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