What is production anyway? MLOps for the curious presented by Julia Silge from Posit

 The R-Ladies Sydney present: What is “production” anyway? MLOps for the curious

While data scientists are often taught about training a machine learning model, building an MLOps strategy to deploy and maintain that model can be daunting. In this talk, learn about MLOps concepts like model deployment and model drift, the different ways the word “performance” is used with models, what you can monitor about a model, how feedback loops impact models, and how you can set yourself up for success with model maintenance. This talk will help practitioners who are already deploying models, but this is also useful knowledge for data science practitioners earlier in their MLOps journey; decisions made along the way can make the difference between resilient models that are easier to maintain and disappointing or misleading models.

For more information and to register: https://www.meetup.com/rladies-sydney/events/302110244/