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Growth Paths / AI Engineering 11: LLM Engineering
AdvancedSkills

AI Engineering 11: LLM Engineering

17 free lessons, then a project of your own.

17 free lessons, then a project of your own. Free lessons, a free self-check, and real work confirmed by 3 people. Part of the Varsity Curriculum: AI Engineering, adapted from AI Engineering from Scratch (MIT License).

Part of: AI Engineering · Proves for: UG

1 required outcomes1 weeksCredential on completion

Path outcomes

How this is verified: 1 is checked automatically, then confirmed by one person; 5 are confirmed by people who saw the work.

Skills

Ship AI Products in Production

Phase 11 — reuses an outcome Powstik already has.

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6 milestones

  1. 1Set up your AI development environment
  2. 2Ship your first LLM feature publicly
  3. 3Build a RAG system with citations
  4. 4Use function calling with two tools
  5. 5Build and evaluate a multi-step agent
  6. 6Ship an AI product with 10 users

Resources for this path

No affiliate links. No sponsored placements.

The course map this path is adapted from (MIT License).

Every lesson and its code, free.

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).

Lesson in Phase 11 (free, MIT License).