Knowledge quiz

It’s time to put what you’ve learned to the test, get 8 questions right to pass this unit.

What are the two approaches in which machine learning scenarios can be categorized depending on the associated business application, according to the course material?

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Manual and Automated

On-premise and Cloud

Embedded and Side-by-Side

Real-time and Batch processing

What is the purpose of the app for Data Exchange with Cash Application - Training of Machine Learning Model in SAP S/4HANA Utilities?

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To schedule a job to train the machine learning model

To validate implausible meter reading results

To optimize the release process for billing documents

To define the machine learning period for implausible meter readings

Which of the following is an application of AI in the energy industry according to the resource?

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Increasing process efficiency.

Implementing renewable energy.

Monitoring environmental factors.

Automating manual and repetitive tasks.

What form of analytics libraries does SAP HANA use in the 'Embedded' machine learning scenario?

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Python and Java Libraries

JavaScript and PHP Libraries

SAP HANA Automated Predictive Library (APL) and SAP HANA Predictive Analysis Library (PAL)

What role does AI play in SAP S/4HANA Utilities?

There are two correct answers.

AI helps perform complex tasks, streamline processes, and support data-driven decisions.

AI streamlines human resources and promotes organizational learning.

AI aids in digitalizing the energy sector and integrating renewable energies.

How does machine learning help improve the process of validating implausible meter reading results?

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By providing inference of clarification proposals

It uses previous decisions made by the user

By automating the billing process

By synchronizing meter reading data with sales data

What is SAP Analytics Cloud?

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A comprehensive cloud solution offering business intelligence (BI), planning, and predictive analytics.

A cloud service for deploying applications.

A tool for data warehousing and data management.

A service for acquiring and analyzing real-time data.

What does SAP Datasphere provide?

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It provides a secure environment for diverse data application needs, including real-time analytics, governed data access, a data catalog, and data science.

It provides a solution for physical data storage and maintenance.

It provides a tool for cyber security management and control.

It offers a platform for IoT data management.

What is the aim of SAP Business AI?

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To ensure energy efficiency.

To make business applications smarter by embedding AI technologies.

To solely manage customer engagement and experience.

Implementing intelligent grids in the energy industry.

10.

What does the predefined predictive scenario help predict in the context of Intelligent collections based on customer payment behavior in SAP S/4HANA Utilities?

Choose the correct answer.

Customer engagement levels

Energy consumption levels

Risk of late payment for invoices

Credit risk for customers