AI & Machine Learning
Intro to LLMs for Builders
Understand how large language models work and how to use them in real apps.
Beginner 3h · 5 lessons
Python
LLMs
Prompt Engineering
About this course
This demo course walks through the fundamentals of LLMs, tokenization, embeddings, and how to build simple RAG applications. Demo content — CC-BY.
What you'll learn
Module 1 · Foundations
3 lessonsHow language models learn and generate text
- What is an LLM?15 min
- Transformers, visually explained20 min
- Quick check: foundations10 min
Module 2 · Building with LLMs
2 lessonsPrompts, embeddings, and retrieval
- Prompt engineering basics15 min
- Intro to Retrieval-Augmented Generation20 min