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UID:pretalx-cfp-U8GDN8@london2023.pydata.org
DTSTART;TZID=Europe/London:20230603T114500
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DESCRIPTION:I will present the challenges we encountered while migrating an
  ML model from batch to real-time predictions and how we handled them. In 
 particular\, I will focus on the design decisions and open-source tools we
  built to test the code\, data and models as part of the CI/CD pipeline an
 d enable us to ship fast with confidence.
DTSTAMP:20250709T215948Z
LOCATION:Warwick
SUMMARY:MLOps in practice: our journey from batch to real-time inference - 
 Theodore Meynard
URL:https://london2023.pydata.org/cfp/talk/U8GDN8/
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