Robert Munro – författare
486 kr
Skickas inom 5-8 vardagar
375 kr
Skickas inom 5-8 vardagar
Prehistoric Scotland and Its Place in European Civilisation, a General Intr. to the 'county Histories of Scotland'
489 kr
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389 kr
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403 kr
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Prehistoric Problems, Being a Selection of Essays On the Evolution of Man and Other Controverted Problems in Anthropology and Archæology
431 kr
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Prehistoric Scotland and Its Place in European Civilisation, a General Intr. to the 'county Histories of Scotland'
377 kr
Skickas inom 5-8 vardagar
288 kr
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Prehistoric Problems, Being a Selection of Essays On the Evolution of Man and Other Controverted Problems in Anthropology and Archæology
306 kr
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278 kr
Skickas inom 5-8 vardagar
278 kr
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391 kr
Skickas inom 5-8 vardagar
391 kr
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500 kr
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447 kr
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336 kr
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Palaeolithic man and Terramara Settlements in Europe; Being the Munro Lectures in Anthropology and Prehistoric Archaeology in Connection With the University of Edinburgh, Delivered During February and March 1912
500 kr
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391 kr
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Rambles and Studies in Bosnia-Herzegovina and Dalmatia. with an Account of the Proceedings of the Congress of Arch Ologists and Anthropologists Held i
322 kr
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Palæolithic man and Terramara Settlements in Europe
Being the Munro Lectures in Anthropology and Prehistoric Archæology in Connection With the University of Edinbrugh, Delivered During February and March 1912
599 kr
Skickas inom 3-6 vardagar
Rambles and Studies in Bosnia-Herzegovina and Dalmatia With an Account of the Proceedings of the Congress of Archaeologists and Anthropologists Held at Sarajevo, August 1894
551 kr
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409 kr
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Rambles And Studies In Bosnia-Herzegovina And Dalmatia
With An Account Of The Proceedings Of The Congress Of Archaeologists And Anthropologists (1900)
535 kr
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View Of The Present Situation Of The Western Parts Of The State Of New York, Called The Genesee Country (1804)
380 kr
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Ancient Scottish Lake-Dwellings - Or Crannogs With A Supplementary Chapter On Remains Of Lake-Dwellings In England
465 kr
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1 270 kr
Skickas inom 7-10 vardagar
527 kr
Skickas inom 3-6 vardagar
438 kr
Tillfälligt slut
Most machine learning systems that are deployed in the world today learn from human feedback. However, most machine learning courses focus almost exclusively on the algorithms, not the human-computer interaction part of the systems. This can leave a big knowledge gap for data scientists working in real-world machine learning, where data scientists spend more time on data management than on building algorithms.
Human-in-the-Loop Machine Learning is a practical guide to optimizing the entire machine learning process, including techniques for annotation, active learning, transfer learning, and using machine learning to optimize every step of the process.
Key Features
· Active Learning to sample the right data for humans to annotate
· Annotation strategies to provide the optimal interface for human feedback
· Supervised machine learning design and query strategies to support Human-in-the-Loop systems
· Advanced Adaptive Learning approaches
· Real-world use cases from well-known data scientists
For software developers and data scientists with some basic Machine
Learning experience.
About the technology
“Human-in-the-Loop machine learning” refers to the need for human interaction with machine learning systems to improve human performance, machine performance, or both. Ongoing human involvement with the right interfaces expedites the efficient labeling of tricky or novel data that a machine can’t process, reducing the potential for data-related errors.
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.
Les Stations Lacustres d'Europe Aux Âges de la Pierre Et Du Bronze
Lake Dwellings, Pfhalbauten, Palafitti
285 kr
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Ancient Scottish Lake-Dwellings or Crannogs
With a supplementary chapter on remains of lake-dwellings in England
469 kr
Skickas inom 5-8 vardagar