Human-In-The-Loop Machine Learning

Active Learning and Annotation for Human-Centered AI

von Monarch

424 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• ISBN: 9781617296741
• Sprache: Englisch
• Erscheinungsdatum: 20.07.2021
• Größe: 233 x 185 mm
• Verlag: Manning Publications