[Workshop] Understanding LLMs: 7 Core Principles for Use Case Success

Roadmap Level: Understanding AI
Technical Level: Medium

Large Language Models (LLMs) power popular AI tools like ChatGPT, and while they often seem magical, they're actually based on a clear set of principles. Understanding how models like GPT-4 or GPT-o1 process and generate information is crucial for setting the right expectations about what they can (and can’t) do.

In this 60-minute workshop, we'll cover the key concepts and dive into hands-on examples to bring the theory to life.

You'll learn:

  • The core principles of how Large Language Models (LLMs) work

  • How models like GPT-4 and GPT-o1 generate human-like text

  • What makes these models powerful, and where they have limitations

So you can:

  • Apply LLMs effectively to real-world business use cases

  • Set informed, realistic expectations for using LLMs in your projects

Here's the recording:

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