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