Knowledge quiz

It's time to put what you've learned to the test, get 7 right to pass this unit.

How does integrating a data governance platform like Collibra benefit SAP Business Data Cloud?

There are three correct answers.

It allows data stewards to apply global data quality rules from a centralized location.

It removes the requirement to comply with GDPR and CCPA regulations.

It enables business users to search a single catalog for both SAP and non-SAP data sources.

It automatically generates custom AI models for predictive analytics.

It minimizes compliance risks and improves overall trust in the data.

How does SAP Datasphere enable data scientists to access SAP data for custom AI models?

There are three correct answers.

It provides a governed and simplified way to access the SAP data semantic layer.

It automatically generates machine learning models without user input.

Data scientists can use familiar tools like Python to extract business-ready data directly.

It removes the requirement for data scientists to navigate complex, underlying SAP technical tables.

It eliminates the need for data scientists to perform model training.

In the centralized analytics use case, what challenges did Raquel face before implementing SAP Datasphere?

There are three correct answers.

The company lacked access to any sales data.

Customer journey data was fragmented across multiple systems, such as Google Analytics, Facebook, and .

Traditional ETL pipelines were slow, fragile, and expensive to maintain.

Marketing data could not be retrieved from social media platforms.

Data often became outdated and lost its business context during the manual extraction and cleaning process.

What is the primary role of external machine learning platforms, such as DataRobot, when integrated with SAP Business Data Cloud?

Choose the correct answer.

They provide clean data with business context to fine-tune AI models.

They limit access to historical data to improve security.

They replace SAP Datasphere for the generation of analytical models.

They reduce the complexity of custom AI development by offering pre-trained models.

What are the main benefits of Solution Extensions within the SAP open data ecosystem?

Choose the correct answer.

They are sold and supported exclusively by the partner.

They are included directly in your SAP contract.

They require the customer to manage separate vendors.

They do not undergo SAP certification.

Which component is required to connect an existing data platform to SAP Business Data Cloud for data sharing?

Choose the correct answer.

An SAP BDC Connect tenant.

A modified contract with the third-party vendor.

A new instance provisioned specifically through SAP.

An SAP Cloud Connectorinstance.

What are the primary characteristics of OEM integrations?

Choose the correct answer.

They require independent support channels for each partner tool.

They are deeply integrated and function as native SAP services.

They require users to sign additional contracts with each partner.

They are exclusively available for SAP Analytics Cloud.

What is the benefit of sharing data with the "business context intact" in SAP Datasphere?

Choose the correct answer.

Analysts work with clear business terms, such as "Net Sales Amount," instead of technical or cryptic column names.

All shared data is automatically translated into the user's local language.

The data includes integrated video tutorials for end users.

Historical audit trails are stripped away to make the data easier to read.