1st SAP AI TEST

Which of the following must you do before connecting to a dataset in order to train a machine learning model in SAP Al Core? 2 Correct answers

• A. Store the dataset in a hyperscaler object store.

• B. Grant access rights to the SAP BTP cockpit.

• C. Provide the storage secret to access the dataset.

• D. Store the dataset in the SAP HANA Vector Engine.

What are some functionalities provided by SAP Al Core? Note: There are 3 correct answers to this question.

• A. Integration of Al services with business applications using a standardized API

• B. Continuous delivery and tenant isolation for scalability

• C. Orchestration of Al workflows such as model training and inference

• D. Management of SAP S/4HANA cloud infrastructure

• E. Monitoring and retraining models in SAP Al Core

What does SAP recommend you do before you start training a machine learning model in SAP AI Core? Note: There are 3 correct answers to this question.

• A. Configure the training pipeline using templates

• B. Define the required infrastructure resources for training.

• C. Perform manual data integration with SAP HANA.

• D. Configure the model deployment in SAP Al Launchpad

• E. Register the input dataset in SAP AI Core.

How do resource groups in SAP AI Core improve the management of machine learning workloads? Note: There are 2 correct answers to this question.

• A. They ensure workload separation for different tenants or departments

• B. They enhance pipeline execution speeds through workload distribution.

• C. They enable simultaneous orchestration of Kubernetes clusters.

• D. They provide isolation for datasets and Al artifacts.

What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.

• A. Direct deployment of Al models to SAP HANA

• B. Integration with non-SAP platforms like Azure and AWS.

• C. Centralized Al lifecycle management for all Al scenarios.

• D. Simplified model retraining and performance improvement.

What must be defined in an executable to train a machine learning model using SAP AI Core? Note: There are 2 correct answers to this question

• A. Pipeline containers to be used

• B. Infrastructure resources such as CPUs or GPUs

• C. User scripts to manually execute pipeline steps

• D. Deployment templates for SAP AI Launchpad

How does the Al API support SAP AI scenarios? Note: There are 2 correct answers to this question.

• A. By integrating Al services into business applications

• B. By providing a unified framework for operating Al services

• C. By integrating Al models into third-party platforms like AWS

• D. By managing Kubernetes clusters automatically

What can be done once the training of a machine learning model has been completed in SAP AI Core? Note: There are 2 correct answers to this question.

• A. The model can be deployed in SAP HANA.

• B. The model's accuracy can be optimized directly in SAP HANA.

• C. The model can be deployed for inferencing.

• D. The model can be registered in the hyperscaler object store.

Why would a user include formatting instructions within a prompt?

• A. To force the model to separate relevant and irrelevant output

• B. To ensure the model's response follows a desired structure or style

• C. To increase the faithfulness of the output

• D. To redirect the output to another software program

What is the primary function of the embedding model in a RAG system?

• A. To generate responses based on retrieved documents and user queries

• B. To encode queries and documents into vector representations for comparison

• C. To evaluate the faithfulness and relevance of generated Answers

• D. The model can be registered in the hyperscaler object store.