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Apply new skills to your role

Instruction and application
In Progress

Applying key takeaways to your role​

  • How does your organisation currently monitor ML models in production?

  • Where might drift risks exist in your systems or workflows?

  • What steps could your team take to improve drift detection, testing, and communication with stakeholders?

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

Directions: This workshop covered drift monitoring and response practices. Create a discussion topic, and share how you will apply skills from this workshop in your role. Engage in the discussion by adding a comment to at least one post from a peer.Don't know where to start? Consider the following to guide your response:- What monitoring tools or processes (dashboards, alerts, manual reviews) does your team currently rely on for ML models?

  • Which parts of your workflows are most exposed to shifting data or behaviour that could cause drift?
  • How could you improve detection, testing or reporting to make drift management clearer for both technical teams and business stakeholders?