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Free LLMOps course

LLMOps for Reliable AI Applications

Module 03

Eval Datasets and Test-Case Design

Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.

Units

  1. Unit 03.00: Eval Datasets and Test-Case Design: Connect the user task to a measurable failure mode
  2. Unit 03.01: Eval Datasets and Test-Case Design: Create eval cases, fixtures, and acceptance checks
  3. Unit 03.02: Eval Datasets and Test-Case Design: Capture traces, metrics, logs, latency, and cost notes
  4. Unit 03.03: Eval Datasets and Test-Case Design: Review regressions, red-team cases, and release gates
  5. Unit 03.04: Eval Datasets and Test-Case Design: Write the reliability recommendation

Module work