MLOps Meetup #15 Scaling Human-in-the-Loop Machine Learning with Robert Munro

Agentic Conversations (formally mlops.community) · Jun 4, 2020 · 55m

Human In The Loop Machine Learning and how to scale it with Robert Munro.

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This conversation centered around the components of Human-in-the-Loop Machine Learning systems and the challenges when scaling them. Most machine learning applications learn from human examples. For example, autonomous vehicles know what a pedestrian looks like because people have spent 1000s of hours labeling “pedestrians” in videos; your smart device understands…