Understanding Large Language Models (LLMs)

Module Description

This module explains how Large Language Models function and why they have become essential productivity tools. Participants learn how AI generates responses, interprets prompts, and supports project management activities.

Learning Objectives

• Understand LLM architecture
• Learn tokenization concepts
• Identify strengths and weaknesses
• Understand hallucinations
• Improve AI interactions

Topics Covered

• What are LLMs?
• Transformer Architecture (Conceptual)
• Tokens and Context Windows
• AI Training Process
• Fine-Tuning
• Retrieval-Augmented Generation (RAG)
• AI Hallucinations
• Model Limitations
• Cost vs Performance
• Model Selection