Knowledge quiz

It's time to put what you've learned to the test, get 8 right to pass this week.

What is the purpose of SAP AI Launchpad?

There are three correct answers.

To integrate with AI runtime instances

To create the Docker image of your code

To work with resource groups of SAP AI Core

To create workflow and serving templates

To manage the lifecycle of AI use cases

What information can you get by checking the status of an application through the SAP AI API Client?

There are three correct answers.

Whether the status of the application is healthy

The resource group associated to the application

The timestamp of the latest synchronization of the application with the corresponding repository

The timestamp of the latest execution of the application

The status of each template available in the application

What do you need to specify to create a new serving configuration in SAP AI Launchpad?

There are three correct answers.

The desired scenario and its version

The Docker secret

The application name

The desired serving executable

The input artifact (the reference to the desired trained model)

When creating a configuration in SAP AI Launchpad, where do the available menu items (scenarios, versions, executables) come from?

Choose the correct answer.

From what is defined in the code that is executed in SAP AI Core

From what is declared in the Dockerfile

They are predefined values

From what is declared in the templates

Which role is SAP AI Launchpad primarily designed for?

Choose the correct answer.

Business analysts

MLOps engineers

Business users

Data engineers

What information can a confusion matrix convey?

There are three correct answers.

The model accuracy as a function of the training epochs

The number of samples correctly classified by a model

The number of samples incorrectly classified by a model

The list of samples incorrectly classified by a model

The accuracy of a model

Which tasks, use cases, or applications belong to the field of computer audition?

There are three correct answers.

Music recommendation algorithms

Semantic segmentation

Speech-to-text applications

Object detection

Sound-based machine monitoring

How can you make an inference to a deployed model in SAP AI Core?

Choose the correct answer.

By downloading the trained model from the hyperscaler object store

By sending an API call to the AI Core API

By triggering an execution

By sending an API call to the exposed deployment URL

Which object represents how the frequency distribution evolves with time in a sound clip?

Choose the correct answer.

The sound spectrogram

The sound wave

The spectral roll-off

The sound pitch

10.

Which metrics do you monitor when training a neural network, according to deep learning best practices?

Choose the correct answer.

The accuracy on the validation and test sets

The number of training epochs

The loss function on the training and validation sets

The loss function on the training and test sets