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SAP C-AIG-2412 Exam Syllabus Topics:
Topic
Details
Topic 1
- SAP's Generative AI Hub: This section of the exam measures the skills of technology strategists and covers the functionalities provided by SAP's Generative AI Hub. It emphasizes how organizations can use generative AI to create new content and automate complex tasks. A vital skill evaluated is applying generative AI techniques to enhance business processes and customer experiences.
Topic 2
- Large Language Models (LLMs): This section of the exam measures the skills of AI Developers and covers the evolution of large language models, distinguishing them from traditional IT operations analytics. It also explores the current stages of AIOps systems and their implications for organizations. A key skill assessed is understanding the foundational concepts behind LLMs and their applications in various contexts.
Topic 3
- SAP AI Core: This section of the exam measures the skills of SAP developers and covers the core components of SAP's AI framework. It emphasizes how these components integrate with existing systems to enhance functionality and performance. Leveraging SAP AI Core to develop intelligent applications that meet business needs is a critical skill that needs to be evaluated.
Topic 4
- SAP Business AI: This section of the exam measures the skills of business analysts and covers the features and capabilities of SAP Business AI. It includes exploring how AI can automate processes, provide real-time insights, and enhance decision-making across various business functions.
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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q30-Q35):
NEW QUESTION # 30
What are some benefits of using an SDK for evaluating prompts within the context of generative Al? Note:
There are 3 correct answers to this question.
- A. Automating prompt testing across various scenarios
- B. Creating custom evaluators that meet specific business needs
- C. Maintaining data privacy by using data masking techniques
- D. Providing metrics to quantitatively assess response quality
- E. Supporting low code evaluations using graphical user interface
Answer: A,B,D
Explanation:
Utilizing an SDK for evaluating prompts within the context of generative AI offers several benefits:
1. Creating Custom Evaluators That Meet Specific Business Needs:
* Tailored Evaluation Metrics:An SDK allows developers to design and implement custom evaluation metrics that align with specific business objectives, ensuring that prompt assessments are relevant and meaningful.
* Flexibility in Evaluation Criteria:Developers can define criteria that reflect the unique requirements of their applications, leading to more accurate and business-aligned evaluations.
2. Automating Prompt Testing Across Various Scenarios:
* Scalability:An SDK enables the automation of prompt testing across multiple scenarios, facilitating large-scale evaluations without manual intervention.
* Consistency:Automated testing ensures consistent application of evaluation criteria, reducing the potential for human error and increasing reliability.
3. Providing Metrics to Quantitatively Assess Response Quality:
* Objective Assessment:The SDK can generate quantitative metrics, such as accuracy, relevance, and coherence scores, providing an objective basis for evaluating prompt performance.
* Performance Monitoring:These metrics enable continuous monitoring and improvement of prompt quality, ensuring that AI models deliver optimal results.
NEW QUESTION # 31
Which of the following steps must be performed to deploy LLMs in the generative Al hub?
- A. Provision SAP AI
* Core Create a configuration
* Run the booster - B. Provision SAP AI Core
* Check for foundation model scenario
* Create a configuration
* Create a deployment - C. Run the booster
* Create service keys
* Select the executable ID - D. Check for foundation model scenario
* Create a deployment
* Configuring entitlements
Answer: B
NEW QUESTION # 32
What are some benefits of using an SDK for evaluating prompts within the context of generative Al?
Note: There are 3 correct answers to this question.
- A. Automating prompt testing across various scenarios
- B. Creating custom evaluators that meet specific business needs
- C. Maintaining data privacy by using data masking techniques
- D. Providing metrics to quantitatively assess response quality
- E. Supporting low code evaluations using graphical user interface
Answer: A,B,D
NEW QUESTION # 33
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 enable simultaneous orchestration of Kubernetes clusters.
- C. They enhance pipeline execution speeds through workload distribution.
- D. They provide isolation for datasets and Al artifacts.
Answer: A,D
NEW QUESTION # 34
What are some examples of generative Al technologies?
Note: There are 2 correct answers to this question.
- A. Robotic process automation
- B. Rule-based algorithms
- C. Foundation models
- D. Al models that generate new content based on training data
Answer: C,D
NEW QUESTION # 35
......
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