Navigating Large Language Models fundamentals and techniques for your use case

After completing this course,

• You will understand the basic architecture and capabilities of LLMs, recognize their potential and risks in enterprise settings, and explain SAP’s strategy for relevant, reliable, and responsible AI.
• You’ll be able to identify suitable business problems for LLM integration, outline the steps from ideation to deployment, and apply prompt engineering techniques to guide model outputs.
• You will learn to secure prompts, mitigate risks like prompt injections, and use grounding and RAG methods to anchor AI responses in factual business data.
• It will help you evaluate LLM applications using both human feedback and automated metrics and introduce you to MLOps practices for continuous improvement.
• By the end, you’ll be equipped to design, implement, and maintain effective LLM solutions that deliver real value to your organization.