Knowledge quiz

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

What is a loss function?

Choose the correct answer.

It is an optimization method

It is a kind of layer in the model architecture

It is a function used for evaluating how well an algorithm models the training data

It is a particular deep learning algorithm

How can you achieve CI/CD within SAP AI Core?

Choose the correct answer.

By defining more executables

By connecting a Docker registry

By defining a resource group

By connecting a GitHub repository and synchronizing its content by means of ArgoCD

What is a resource plan?

Choose the correct answer.

A kind of ML pipeline

A data storage

A preconfigured infrastructure bundle

A way to define a namespace in SAP AI Core

In SAP AI Core, what can you use resource groups for?

There are three correct answers.

To segregate the executables of different AI solutions

To segregate the developments of different teams

To segregate the scenarios of different AI solutions

To segregate the different stages of the solution development

To deliver the same AI solution over different customers

In SAP AI Core, what do you need to declare in a serving template?

There are three correct answers.

The number of replicas

The list of needed libraries and dependencies

The scenario and the executable name

The output artifact name

The Docker secret and the Docker container references

What is a convolutional neural network?

Choose the correct answer.

A deep learning algorithm which can take in an input image and assign importance to various aspects/objects in the image and be able to differentiate one from the other

A deep learning algorithm where connections between nodes can create a cycle, allowing output from some nodes to affect subsequent input to the same nodes

A deep learning algorithm that learns a representation for a set of unlabeled data and this representation is validated and refined by attempting to regenerate the input from the representation itself

A deep learning algorithm that learns to generate new data with the same statistics as the training set

What is the role of the serving application in SAP AI Core?

Choose the correct answer.

It is used to re-train the model

It is used as a client for SAP AI Core

It loads the model and serves the inferencing requests coming through the exposed endpoint

It loads and preprocess the training data

What is a Dockerfile?

Choose the correct answer.

A workflow template

A file which contains all the commands to assemble the Docker image

The source code

A serving template

What is SAP AI Core?

Choose the correct answer.

A graphical interface to train AI models on SAP BTP

A set of APIs to train and serve SAP AI Business Services

An SAP BTP service for end-to-end enterprise-grade ML operation

A machine learning (ML) library

10.

What is SAP AI Launchpad?

Choose the correct answer.

It is a product for building BI reports

It is a multitenant SaaS application for managing AI use cases across multiple instances of AI runtimes

It is a central point of access to SAP, custom-built, and third-party applications and extensions, both on the cloud and on premise

It is a product for integrating and transform data