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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q24-Q29):

NEW QUESTION # 24
Which of the following executables in generative Al hub works with Anthropic models?

A. AWS Bedrock
B. GCP Vertex Al
C. SAP AI Core
D. Azure OpenAl Service

Answer: A

Explanation:
In SAP's Generative AI Hub, the integration with Anthropic models is facilitated through specific executables:
1. AWS Bedrock:
* Integration with Anthropic Models:AWS Bedrock provides access to Anthropic's Claude models, enabling developers to utilize these models within their applications.
* Execution via Generative AI Hub:Through the Generative AI Hub, developers can select AWS Bedrock as the executable to work with Anthropic models, integrating them into their AI solutions.
Conclusion:
To work with Anthropic models within SAP's Generative AI Hub, developers should utilize the AWS Bedrock executable, which provides access to these models for integration into their applications.

NEW QUESTION # 25
Which of the following is a benefit of using Retrieval Augmented Generation?

A. It enables LLMs to learn new languages without additional training.
B. It allows LLMs to access and utilize information beyond their initial training data.
C. It eliminates the need for fine-tuning LLMs for specific tasks.
D. It reduces the computational resources required for language modeling.

Answer: B

NEW QUESTION # 26
What is Machine Learning (ML)?

A. A form of Al that only focuses on creating new content, including text, images, sound, and videos.
B. A technology that equips machines with human-like capabilities such as problem-solving, visual perception, and decision-making.
C. A subset of Al that focuses on enabling computer systems to learn and improve from experience or data.
D. A statistical method for data processing that does not involve any Al techniques.

Answer: C

Explanation:
Machine Learning (ML) is a branch of Artificial Intelligence (AI) that empowers computer systems to learn from data and experiences, enhancing their performance over time without explicit programming for each task.
1. Definition and Core Concept:
* Learning from Data:ML algorithms process and analyze large datasets to identify patterns and make informed decisions or predictions based on new, unseen data.
* Improvement Over Time:Through iterative processes, ML models refine their accuracy and efficiency as they are exposed to more data, leading to continuous performance enhancement.
2. Types of Machine Learning:
* Supervised Learning:Models are trained on labeled datasets, where the desired output is known, to make predictions or classifications.
* Unsupervised Learning:Models work with unlabeled data to identify inherent structures or patterns without predefined outcomes.
* Reinforcement Learning:Systems learn by interacting with an environment, receiving feedback in the form of rewards or penalties, and adjusting actions accordingly.
3. Applications in SAP's AI Solutions:
* SAP AI Core and AI Launchpad:SAP provides a unified framework for managing and deploying ML models, facilitating seamless integration into business processes.
* Generative AI Hub:This platform offers access to a variety of large language models (LLMs) and supports the orchestration of AI tasks, enabling the development of AI-driven applications.

NEW QUESTION # 27
What are some features of Joule?
Note: There are 3 correct answers to this question.

A. Streamlining tasks with an Al assistant that knows your unique role.
B. Generating standalone applications.
C. Providing coding assistance and content generation.
D. Maintaining data privacy while offering generative Al capabilities.
E. Downloading and processing data.

Answer: A,C,D

NEW QUESTION # 28
Why is generative Al gaining significant attention and investment in the current business landscape?
Note: There are 2 correct answers to this question.

A. It only requires natural language skills to use.
B. It can replicate complex technical skills without training or quality control.
C. It can run entire business operations without human intervention.
D. It lowers barriers to adoption.

Answer: A,D

NEW QUESTION # 29
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