AI Agents & LLMs 2026: LLMs Demystified

About this course

This course contains the use of artificial intelligence.

That is not a disclaimer — it is part of the point. The slides and the voice narrating the lectures were produced with AI tools, but every script was written and fact-checked by a human instructor with real hands-on experience. Think of the AI as the production crew; the teaching is human.

You use ChatGPT, or Claude, or Gemini, almost every week.

But could you actually explain how it works? Be honest. Most people can't. They call it AI. They call it magic. They shrug.

It is not magic. It is one surprisingly simple idea — and in about an hour, you'll understand it completely.

What you will learn:

• LLMs Demystified is the clearest possible tour of how these tools really work.

You'll learn the one big idea that powers all of it — predicting the next word. What tokens are. How it learned. Why it confidently makes things up. And how to prompt it so you get dramatically better answers.

No hype. No math. No code. Just plain language and everyday examples, in short, bingeable lectures.

What this course covers, module by module:

What Is an LLM, Really?; Predicting the Next Word; Tokens: How AI Reads; How It Learned: Training; The Context Window; Temperature: Why Answers Vary; Why It Hallucinates; From Raw Model to Assistant; Talking to It: Prompting; What LLMs Can't Do; Using LLMs Well; Beyond Text: Multimodal AI; Choosing Your AI; Using AI Responsibly.

Who this is for:

• Whether you're a student, a professional, or simply curious — if you use AI and want to truly understand it, this is for you.
• You'll walk away able to explain the technology behind the entire AI wave.
• And to use it like someone who actually gets it.
• Let's demystify LLMs — together.

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