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AI & Generative AILesson 2

Large Language Models

Learn the concept, follow the practical steps, and apply what you learn through a simple activity.

This lesson focuses on How large language models work as part of AI & Prompt Engineering. You will learn the idea, see how it is used, and finish with a practical task.

What you will learn

  • What How large language models work means and where it fits.
  • The main terms, parts, or steps involved.
  • How to use the concept in a practical situation.

Understanding How large language models work

How large language models work is easier to understand when you connect it to a real task. Start with the goal, identify the information or tools you need, and work through the process in small steps. In professional work, this concept is useful because it helps you produce a predictable result rather than relying on guesswork.

Step-by-step

  1. Define the result you want to achieve.
  2. Prepare the required inputs, files, settings, or data.
  3. Complete the task one stage at a time.
  4. Check the result and compare it with the expected outcome.
  5. Improve the workflow after you have a working first attempt.

Practical example

Imagine a beginner is working on a small task involving How large language models work. They first create a simple version, verify each stage, and then improve it. This approach makes it easier to see which step produced a problem and makes the final workflow easier to repeat.

Smart tip: Keep a small record of the inputs, steps, and result. It makes troubleshooting and revision much easier.

Practice task

Create a small hands-on example using How large language models work. Try it yourself, change one part of the example, and note what changed in the final result.

Common mistakes

  • Starting without understanding the goal.
  • Changing several inputs at once.
  • Skipping a verification step.
  • Ignoring useful warnings or errors.

Quick check

Explain How large language models work in your own words, name one practical use, and describe one mistake you would avoid.

Next step

Complete the practice task before moving to the next lesson. Repeating the concept with a second small example will help turn the idea into a usable skill.

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