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Free module

Change and incident management for AI

Learn change and incident management for AI hands on: version pinning, canary rollout, A/B tests, incidents, audit trails and reviews.

6 lessons400 min lessonSoftware engineering

The lessons

Each lesson is free to read in full. Create a free account to run its commands in a live lab and to sit its quizzes and tasks.

  1. 1 · Container lab

    Pinning a model version

    I can stop a model changing under a feature.

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  2. 2 · Container lab

    Canary rollout for an AI change

    I can send a small share of traffic to a change and decide by a rule.

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  3. 3 · Container lab

    A/B tests and shadow tests

    I can compare two versions without being fooled by chance.

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  4. 4 · Container lab

    Running an AI incident

    I can run an AI incident and learn from it.

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  5. 5 · Container lab

    An audit trail nobody can quietly edit

    I can keep a log that shows if it was changed.

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  6. 6 · Container lab

    Reviewing a change plan before it ships

    I can review a change plan before it ships.

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Worked in a real lab

Every lesson of this module is worked in a lab started for you alone. The labs it uses:

Teaching a class? Set this module for your students with a teacher guide, marked assignments and a lab for every student.