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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 plan for scaling ML systems as demand grows?

  • What governance practices are in place, and where are the gaps?

  • How does your team decide when and how to retire ML models, and what could make that process smoother?

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

Directions: This workshop covered life cycle management 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:- When demand spikes (e.g. new users, more transactions), how does your organisation handle increased load — through infrastructure scaling, model optimisation or other methods?

  • What kind of tracking or logging is in place today (e.g. audit trails, inference logs, versioning), and how easy is it to use this information for compliance or troubleshooting?
  • Think of a past model in your organisation. How was it retired or replaced? What worked well, and what caused friction — was it technical, organisational or compliance-related?