Knowledge quiz

It's time to put what you've learned to the test, get 5 right to pass this unit.

You want to run models in AI Workbench to learn about its capabilities and features. What is the fastest and easiest way of sourcing observation data into AI Workbench while respecting data privacy regulations?

There are two correct answers.

Ingest your production data into SAP Customer Data Platform before running the AI models.

Anonymize your existing customer data before ingesting it into SAP Customer Data Platform.

Generate a synthetic sample customer dataset using distribution groups that fall into distinct consumer patterns most likely to produce meaningful Predictive Indicator results.

AI Workbench will generate synthetic data for you based on an LLM prompt you provide.

Such data has to be ingested into SAP Customer Data Platform before running the AI Workbench models.

What are the minimum data requirements for running AI Workbench models?

There are two correct answers.

20,000 profiles

No minimum number of profiles

100,000 orders

No minimum number of orders

Just some profiles

What are some of the required steps needed to be performed before ingesting data in SAP Customer Data Platform?

There are two correct answers.

Configure Actions

Configure Source Application

Configure Events

Configure Explorations

Configure Model Settings

How to verify if the customer data was correctly ingested into the SAP Customer Data Platform?

There are two correct answers.

By checking the Schemas functionality

By setting up a Processing Purpose

By using the Customer Search feature

By viewing the Event Status

By checking the AI Workbench Run Log

What is a quick and easy way to create synthetic customer data that can be ingested into SAP Customer Data Platform while keeping compliant with data privacy regulations?

Choose the correct answer.

Ask for the customer dataset using an LLM prompt.

Ask for source code that generates the customer data according to a specification that follows the desired distribution groups.

Buy such data from internet data brokers. Since you are sourcing from the internet, you don’t have to be compliant with local data regulations.

Merge existing databases, consolidate them in Excel, export the results into CSV, and transform the resulting CSV files into JSON.

Use the SAP Customer Data Platform Customer Explorations feature to generate the customer datasets according to the required distribution specifications.

What roles are the target audience for AI Workbench?

There are three correct answers.

System administrators

Data scientists

Business users

Marketing analysts

Support agents