SAP C_AIG_2412 Practice Exams
Last updated on Apr 09,2025- Exam Code: C_AIG_2412
- Exam Name: SAP Certified Associate - SAP Generative AI Developer
- Certification Provider: SAP
- Latest update: Apr 09,2025
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.
You want to use the orchestration service through SAP’s generative-Al-hub-sdk.
What does the following code do?
from gen_ai_hub.orchestration.models.11m import LLM 11m =
LLM (name="gpt-40", version="latest", parameters= {"max_tokens": 256, "temperature": 0.2})
- A . Define the LLM
- B . Run the Orchestration Request
- C . Create the Orchestration Configuration
- D . Define the Template and Default Input Values
Which of the following is unique about SAP’s approach to Al?
- A . SAP’s deep integration of Al with business processes and analytics.
- B . Offering Al capabilities in their future products as of 2025.
- C . Utilizing Al mainly for marketing purposes.
- D . Focusing Al solely on customer support services.
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
Which of the following statements accurately describe the RAG process? Note: There are 2 correct answers to this question.
- A . The user’s question is used to search a knowledge base or a set of documents.
- B . The embedding model stores the generated answers for future reference.
- C . The retrieved content is combined with the LLM’s capabilities to generate a response.
- D . The LLM directly answers the user’s question without accessing external information.
Which of the following executables in generative Al hub works with Anthropic models?
- A . GCP Vertex Al
- B . Azure OpenAl Service
- C . SAP AI Core
- D . AWS Bedrock
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.