Overview

This exam will test your measure your skills about foundational knowledge and practical skills in designing, developing, and deploying generative AI solutions using SAP tools. It focuses on the use of SAP AI Core, SAP AI Launchpad, and SAP Business Technology Platform (BTP) to implement and manage AI workflows integrated with large language models (LLMs).Key Details:Exam Code: C_AIG_2412Level: AssociateDuration: 180 minutesNumber of Questions: 80-100Question Format: Multiple Choice, Multiple ResponseCut Score: ~65% (varies; check latest SAP guidelines)Languages: EnglishDelivery: SAP Certification Hub (online proctored)Exam Topics:1. SAP AI Core and AI LaunchpadManaging pipelines, executions, deployments, and use case groupsYAML and JSON configuration filesMonitoring and lifecycle management2. Generative AI FundamentalsUnderstanding large language models (LLMs)Prompt engineering (zero-shot, few-shot, prompt chaining)Temperature, tokenization, and hallucination3. Retrieval-Augmented Generation (RAG)Using vector embeddings and vector databasesSemantic search and document retrievalRAG architecture in enterprise use cases4. SAP Generative AI HubIntegration with third-party LLMs (e.g., OpenAI, Cohere)Governance, security, and auditing of LLM usageManaging LLM endpoints and usage quotas5. Embeddings and Vector DatabasesText-to-vector conversionCosine similarity and semantic relevanceTools like FAISS and Pinecone6. Model Training and DeploymentContainerization with Dockerpipeline.yaml and config.json usageDeploying and serving models using AI Core7. Responsible AI and EthicsExplainable AI (XAI), fairness, and bias detectionGDPR, data anonymization, and access controlSAP's Responsible AI framework8. Integration with SAP BTPRole of Cloud Foundry, Secrets Manager, and GitOpsUsing SAP BTP services to manage and scale AI workloadsAPI and identity management9. MLflow and Experiment TrackingTracking models, runs, and parametersLogging artifacts and metricsVersion control and reproducibility10. Security and DevOps PracticesSecure API access via secretsCI/CD with GitHub Actions or similar toolsMonitoring, logging, and auditing AI servicesHere, we provide fresh and updated SAP Generative AI Developer {C_AIG_2412} Practice Tests with updated Questions and Answers. All of these Questions and Answers are written by Industry Experts who have extensive experience in the field of IT Certification Exams. We are not providing cheap or harmful SAP Generative AI Developer {C_AIG_2412} Exam Dumps or anything else. All of these Questions and Answers are handily vetted with official references.Questions and Answers: You will get SAP Generative AI Developer {C_AIG_2412} Fresh and Updated Questions and Answers manually written by IT Experts.Practice Mode: You will get Udemy Practice Simulator, which is the perfect choice for students. You will feel like the real exam environment. You can check your history and track your performance.Detailed Explanations: You will also get Explanations that will help you to understand the fundamentals of the SAP Generative AI Developer {C_AIG_2412} Certification Exam.Lifetime Updates: When you purchase this course, you will get free updates for the lifetime.

Skills

Reviews