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// LEARN_AI
CURRICULUM

A clear path through AI fundamentals.

Learn AI is organized like a curriculum, not a feed. Start with one course, move lesson by lesson, and always know what comes next.

tracks
1
courses
2
lessons
6
reading time
2 hr
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Foundations

Courses in foundations.

Start here if you want clear mental models before prompts, tools, or production tactics.

2 courses
Foundations
1 phase · 4 lessons

Foundational Intelligence

Build the mental model first. This course explains what an LLM is, how tokens work, why words become numbers, and how attention lets a model focus.

  • Explain how an LLM generates output in plain language.
  • Describe tokens, embeddings, and attention without relying on vague metaphors.
  • Build enough technical confidence to continue into data, prompting, and agent systems.
Beginner 1 hr 3 min Updated March 9, 2026
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Foundations
1 phase · 2 lessons

Data & Prompting

Move from model mechanics into model behavior. This course explains why data quality, tokenization, and prompting shape the answers people actually receive.

  • Explain why tokenization quality affects cost and performance.
  • Describe how training data quality shapes model behavior.
  • Build better intuition for evaluating prompts and model output.
Beginner 30 min Updated March 9, 2026
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