Introduction to Large Language Models Course Syllabus

Overview: This beginner-friendly course provides a concise introduction to Large Language Models (LLMs) and generative AI tools, designed to equip learners with foundational knowledge and practical skills. Through interactive assessments and hands-on practice, you'll explore core concepts, prompt tuning strategies, and Google's GenAI platforms. The course spans approximately 2.5 hours, making it ideal for professionals seeking a fast yet effective entry into the world of LLMs.

Module 1: Introduction to Large Language Models

Estimated time: 2.5 hours

• Define Large Language Models and their role in AI systems
• Explore real-world use cases of LLMs across industries
• Explain how LLMs function within generative AI applications
• Understand the basics of model training and inference

Module 2: Prompt Tuning and Effective Interaction

Estimated time: 0.5 hours

• Learn the fundamentals of prompt engineering
• Apply prompt tuning techniques to guide LLM outputs
• Practice writing effective prompts for specific tasks

Module 3: Exploring Google’s Generative AI Tools

Estimated time: 0.5 hours

• Discover Google's Model Garden for LLM access
• Use Generative AI Studio to build and test models
• Navigate key features of Google’s GenAI development environment

Module 4: Practical Applications of LLMs

Estimated time: 0.5 hours

• Identify industry-specific use cases for LLMs
• Analyze benefits and limitations of LLM deployment
• Recognize ethical considerations in real-world applications

Module 5: Hands-On Practice with GenAI Tools

Estimated time: 0.5 hours

• Complete an interactive assessment on prompt tuning
• Perform a short hands-on assignment using Generative AI Studio
• Test model responses and refine input prompts

Module 6: Final Project

Estimated time: 0.5 hours

• Design a simple LLM-powered application idea
• Write a series of optimized prompts for a use case
• Present findings using GenAI tools explored in the course

Prerequisites

• Familiarity with basic AI concepts
• Access to a Google Cloud account (free tier available)
• Basic computer literacy

What You'll Be Able to Do After

• Explain what Large Language Models are and how they work
• Identify practical use cases for LLMs in various industries
• Apply prompt tuning strategies to improve LLM outputs
• Use Google’s Model Garden and Generative AI Studio effectively
• Create and test prompts in a real-world GenAI tool environment