MLOps: challenges faced when deploying machine learning models to production

Name: MLOps: challenges faced when deploying machine learning models to production
Start: 2022-05-27T10:30:00+00:00
End: 2022-05-27T11:00:00+00:00
Location: SMK

Talk 30 min May 27, 2022 at 10:30

Philippe de Meulenaer

Deploying a machine learning model to production the right way is not a trivial task, and involves many components. This talk aims first to walk the listener through the realm of MLOps by reviewing the typical challenges faced when deploying machine learning models, and then to flesh out a mature MLOps setup using the Databricks platform.