SAP C_AIG_2412 Übungsprüfungen
Zuletzt aktualisiert am 26.04.2025- Prüfungscode: C_AIG_2412
- Prüfungsname: SAP Certified Associate - SAP Generative AI Developer
- Zertifizierungsanbieter: SAP
- Zuletzt aktualisiert am: 26.04.2025
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.
What is a Large Language Model (LLM)?
- A . A rule-based expert system to analyze and generate grammatically correct sentences.
- B . An Al model that specializes in processing, understanding, and generating human language.
- C . A database system optimized for storing large volumes of textual data.
- D . A gradient boosted decision tree algorithm for predicting text.
Which of the following must you do before connecting to a dataset in order to train a machine learning model in SAP Al Core? Note: There are 2 correct answers to this question.
- 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.
Which of the following is a benefit of using Retrieval Augmented Generation?
- A . It allows LLMs to access and utilize information beyond their initial training data.
- B . It enables LLMs to learn new languages without additional training.
- C . It eliminates the need for fine-tuning LLMs for specific tasks.
- D . It reduces the computational resources required for language modeling.
What is a part of LLM context optimization?
- A . Reducing the model’s size to improve efficiency
- B . Adjusting the model’s output format and style
- C . Enhancing the computational speed of the model
- D . Providing the model with domain-specific knowledge needed to solve a problem
What are some features of Joule? Note: There are 3 correct answers to this question.
- A . Generating standalone applications.
- B . Providing coding assistance and content generation.
- C . Maintaining data privacy while offering generative Al capabilities.
- D . Streamlining tasks with an Al assistant that knows your unique role.
- E . Downloading and processing data.
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 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 are some SAP recommendations to evaluate pricing and rate information of model usage within SAP’s generative Al hub? Note: There are 2 correct answers to this question.
- A . Adopt best practice pricing strategies, such as outcome-based pricing
- B . Weigh the cost of using advanced models against the expected return on investment
- C . Avoid subscription-based pricing models
- D . Use pricing models that have fixed rates irrespective of the usage patterns
Which of the following steps must be performed to deploy LLMs in the generative Al hub?
- A . Run the booster
• Create service keys
• Select the executable ID - B . Provision SAP AI Core
• Check for foundation model scenario
• Create a configuration
• Create a deployment - C . Check for foundation model scenario
• Create a deployment
• Configuring entitlements - D . Provision SAP AI
• Core Create a configuration
• Run the booster