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Guide · Advanced

Evaluate models for production

Design a small, representative test set and compare quality, latency, cost and failure behavior.

50 minutes 6 lessons
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Course cover

What you will learn

Practical skills, explained clearly

This AI Telegraph learning experience turns the topic into a repeatable process. Each lesson combines a concise explanation, a worked example and a checkpoint you can use in your own work.

  • Evals
  • Benchmarks
  • Deployment

Course outline

  1. 01
    Understand the evals landscape8 min
  2. 02
    Build a reliable benchmarks routine8 min
  3. 03
    Practice with a realistic example8 min
  4. 04
    Recognize common failure modes8 min
  5. 05
    Review, verify and improve the result8 min
  6. 06
    Put the workflow into practice8 min