Salesforce Certified Data Cloud Accredited Professional Practice Test - Questions Answers, Page 3

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

This method should be used when performing aggregations in windows of 15 minutes on data collected via the Interactions SDK and Mobile SDK. Streaming Insight allows you to query and aggregate data from real-time streams using window functions.

Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htm&type=5

These two features support the need to calculate each customer's lifetime value (LTV) and create breakdowns of the revenue sourced by different channels. Calculated Insight allows you to create complex calculations based on stored data, such as LTV. Segment allows you to create audiences based on different criteria, such as revenue source.

Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_calculated_insights.htm&type=5 https://help.salesforce.com/s/articleView?id=sf.c360_a_segmentation.htm&type=5

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/articleView?id=sf.c360_a_data_actions.htm&type=5

This feature can help Northern Trail Outfitters calculate each customer's lifetime value (LTV) and create breakdowns of the revenue sourced by different channels. Streaming data transformations allow you to transform and enrich streaming data from different sources using formulas and operators.

Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_streaming_data_transform.htm&type=5

This component should be recommended to achieve the goal of understanding which identified users have browsed the jobs page on their website at least twice within the last 12 hours. Streaming Insight allows you to query and filter data from real-time streams using window functions and aggregation functions.

Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htm&type=5

You can add new measures or dimensions to a Calculated Insight by selecting them from the available attributes list

These three actions can be applied to a previously created segment. You can export a segment to a CSV file, delete a segment from Data Cloud, or copy a segment to create a duplicate segment with the same criteria.

Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_segmentation_actions.htm&type=5

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.

Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_calculated_insights_create.htm&type=5