Talking to AI: Advanced prompting techniques for GenAI Tools

Date: 20 Sep 2024 (Fri)

Time: 10:00 - 12:00

Venue: M403, M404 / Online

Target Audience: All students

Medium of Instruction: English

*Below sessions contain identical content.

Date: 4 Sep, 20 Sep, 30 Sep, 10 Oct, 15 Oct

What You Will Learn

1. Have a solid understanding of Large Language Models and the state-of-the-art (SOTA) models like GPT-4.
2. Understand the importance of crafting effective prompts and learn various techniques to design prompts that yield precise responses.
3. Discover how LLMs are being utilized in various industries and university settings to enhance teaching, learning, research, and customer interactions.
4. Gain the ability to interact with and experiment using LLMs on popular platforms through guided demonstrations and practical exercises.

Agenda

1. Fundamental of Large Language Models (LLMs)

- What LLMs are and their Evolution

- The Architecture and Functioning of modern LLMs

- Examples of State-of-the-Art LLMs (e.g. GPT-4)

- Common LLM Benchmarks & Leaderboards

- Understanding the significance and impact of LLMs in AI Learning & Research and Real-Life Application

2. Mastering Prompt Engineering

- The importance of crafting Effective Prompts

- Techniques for Optimal Prompt Design

- Examples to refine Prompt Engineering skills

3. Exploring Real-World Applications of LLMs

- Leveraging LLMs in University (e.g., Teaching, Learning and Research)

- Real-world Applications in various Industries (e.g., Healthcare, Finance, Customer Service)

4. Hands-on LLM Practices on Free Platforms

- Overview of Platforms providing LLM access

- Hands-on Demonstration of interacting with LLMs via Platforms

- Hands-on Exercise on improving Prompt Engineering skills