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Human-in-the-Loop Machine Learning

Bag om Human-in-the-Loop Machine Learning

Robert Munro has built Annotation, Active Learning, and machine learning systems with machine learning-focused startups and with larger companies including Amazon, Google, IBM, and most major phone manufacturers. If you speak to your phone, if your car parks itself, if your music is tailored to your taste, or if your news articles are recommended for you, then there is a good chance that Robert contributed to this experience. Robert holds a PhD from Stanford focused on Human-in-the-Loop machine learning for healthcare and disaster response, and is a disaster response professional in addition to being a machine learning professional. A worked example throughout this text is classifying disaster-related messages from real disasters that Robert has helped respond to in the past.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781617296741
  • Indbinding:
  • Paperback
  • Sideantal:
  • 325
  • Udgivet:
  • 8. oktober 2021
  • Størrelse:
  • 235x188x28 mm.
  • Vægt:
  • 802 g.
Leveringstid: Ukendt - mangler pt.
Forlænget returret til d. 31. januar 2025

Beskrivelse af Human-in-the-Loop Machine Learning

Robert Munro has built Annotation, Active Learning, and machine learning systems with machine learning-focused startups and with larger companies including Amazon, Google, IBM, and most major phone manufacturers. If you speak to your phone, if your car parks itself, if your music is tailored to your taste, or if your news articles are recommended for you, then there is a good chance that Robert contributed to this experience. Robert holds a PhD from Stanford focused on Human-in-the-Loop machine learning for healthcare and disaster response, and is a disaster response professional in addition to being a machine learning professional. A worked example throughout this text is classifying disaster-related messages from real disasters that Robert has helped respond to in the past.

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