Learning Journey - Navigating Large Language Models Fundamentals

I completed the SAP learning journey for Navigating Large Language Models fundamentals and techniques for your use case.

Course link

Outlining the record to report process in S/4HANA

Journey details

Unit 1: Describing SAP's Approach to Large Language Models (LLMs)

• Describe LLMs
• Identify benefits and risks of using LLMs
• Describe SAP's approach towards LLMs

Unit 2: Explaining Product Development for LLM Use Cases at SAP

• Learn about the SAP product management life cycle for generative AI use cases
• Integrate LLMs into business applications

Unit 3: Introducing Techniques for Maximizing LLM Performance for Your Use Case

• Identify the appropriate optimization technique for different LLM use cases
• Describe prompt engineering principles

Unit 4: Applying Retrieval Augmented Generation (RAG) and Fine-Tuning Strategies to Improve LLM Performance

• Identify RAG use cases
• Identify the need for fine-tuning
• Optimize LLM Performance using agents, functions, and tools

Unit 5: Evaluating and Testing LLMs

• After completing this unit, you will be able to:
• Identify methods to evaluate and test your LLM use case

Record