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Apply new skills to your role

Instruction and application
In Progress

Applying key takeaways to your role​

  • Where in your ML projects could clearer documentation or escalation protocols strengthen compliance and stakeholder trust?

  • How might adopting a governance framework like AREA or SAFE-D help your team proactively manage risk and regulatory expectations?

Action item: Share how you will apply new skills to your role.​

Directions: In this workshop, you practised applying governance frameworks and regulatory requirements to a real-world ML system. Create a discussion topic and share how you will apply skills from this workshop in your role. Engage in a discussion by adding commentary to at least one post from a peer.Don't know where to start? Consider the following to guide your response.- What kinds of compliance documentation (e.g., model cards, audit checklists) are currently used or missing in your workflow?

  • Who is responsible for reviewing risks or approving ML models before deployment—and is that process clearly defined?
  • Have you encountered challenges with transparency, fairness, or ongoing monitoring in past projects that a framework might have helped address?