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MLOps Meetup #36: Moving Deep Learning from Research to Prod Using DeterminedAI and Kubeflow // David Hershey, DeterminedAI
MLOps community meetup #36! This week, we talk to David Hershey, Solutions Engineer at Determined AI, about Moving Deep Learning from Research to Production with Determined and Kubeflow.
// Key takeaways:
What components are needed to do inference in ML
How to structure models for ML inference
How a model registry helps organize your models for easy consumption
How you can set up reusable and easy-to-upgrade inference pipelines
// Abstract:
Translating the research that goes into creating a great deep learning model into a production application is a mess without the right tools. ML models…
The skinny
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