You are viewing content from a past/completed QCon Plus - May 2021

Session

Unified MLOps: Feature Stores and Model Deployment

If you’ve brought two or more ML models into production, you know the struggle that comes from managing multiple data sets, feature engineering pipelines, and models. This talk will propose a whole new approach to MLOps that allows you to successfully scale your models, without increasing latency, by merging a database, a feature store, and machine learning.


Speaker

Monte Zweben

CEO and co-founder of Splice Machine @splicemachine

Monte Zweben is the CEO and co-founder of Splice Machine, a provider of real-time machine learning and AI solutions, where he leads the team in their mission to make operational, real-time AI possible for their customers.  A technology industry veteran, Monte’s early career was spent...

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Date

Wednesday May 26 / 07:10AM PDT (40 minutes)

Track

State of ML/AI Union

Topics

Machine LearningDevopsContinuous DeliveryContinuous Deployment

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