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This meetup explores using Flyte to support machine learning development and production, including experience accelerating experiments, preparing models for deployment, and operating AI models at scale. It also discusses managing large datasets, model reliability, infrastructure performance, and ongoing monitoring and optimization.
Syllabus
[] Introduction to David Espejo, Fabio Grätz, and Arno Hollosi
[] Flyte: A Platform for the Agile Development of AI Products - David Espejo
[] Flyte at Recogni - Fabio Grätz
[] Lessons Learned from Running AI Models at Scale - Arno Hollosi
[] Other examples of computer vision-heavy startups in the automotive world uh that are using Flyte and production
[] Attraction of Flyte
[] Wrap up
Taught by
MLOps.community