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SAP C_AIG_2412 Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	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 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.

SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q28-Q33):

NEW QUESTION # 28
What are the benefits of SAP's generative Al hub? Note: There are 2 correct answers to this question.

A. Provide libraries for no-code development
B. Accelerate Al development with flexible access to a broad range of models
C. Build custom Al solutions and extend SAP applications
D. Send your data to various LLM providers for training feedback

Answer: B,C

NEW QUESTION # 29
What are some drivers for the rapid adoption of generative AI? Note: There are 2 correct answers to this question.

A. Significant hardware cost savings
B. Wide availability
C. Availability of skilled developers
D. Ease of use

Answer: B,D

NEW QUESTION # 30
How does SAP deal with vulnerability risks created by generative Al?
Note: There are 2 correct answers to this question.

A. By implementing responsible Al use guidelines and strong product security standards.
B. By focusing on technological advancement only.
C. By identifying human, technical, and exfiltration risks through an Al Security Taskforce.
D. By relying on external vendors to manage security threats.

Answer: A,C

NEW QUESTION # 31
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 provide isolation for datasets and Al artifacts.
C. They enable simultaneous orchestration of Kubernetes clusters.
D. They enhance pipeline execution speeds through workload distribution.

Answer: A,B

Explanation:
Resource groups in SAP AI Core play a vital role in managing machine learning workloads by offering mechanisms for separation and isolation, which are essential for maintaining efficiency and security.
1. Ensuring Workload Separation for Different Tenants or Departments:
* Multitenancy Support:Resource groups enable the segregation of workloads among various tenants or departments within an organization, ensuring that each unit's processes are isolated and managed independently.
* Operational Efficiency:This separation prevents interference between workloads, allowing for tailored resource allocation and management strategies that meet the specific needs of each tenant or department.

NEW QUESTION # 32
Which of the following steps is NOT a requirement to use the Orchestration service?

A. Create an instance of an Al model
B. Modify the underlying Al models
C. Create a deployment for orchestration
D. Get an auth token for orchestration

Answer: B

NEW QUESTION # 33
......

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Dumps C_AIG_2412 Free - C_AIG_2412 Formal Test

SAP Dumps C_AIG_2412 Free: SAP Certified Associate - SAP Generative AI Developer - TestsDumps Valuable Formal Test for you

SAP C_AIG_2412 Exam Syllabus Topics:

SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q28-Q33):

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