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Understanding Machine Learning: From Theory to Algorithms
Verlag:
Cambridge University Press, 2015
ISBN 10: 1107512824
ISBN 13: 9781107512825
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Anbieter: World of Books (was SecondSale), Montgomery, IL, USA
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Paperback. Zustand: Good. Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for an advanced undergraduate or beginning graduate course, the text makes the fundamentals and algorithms of machine learning accessible to students and non-expert readers in statistics, computer science, mathematics, and engineering. Bestandsnummer des Verkäufers CIN1107512824G
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Internationale Ausgabe
Understanding Machine Learning: From Theory To Algorithms
Internationale AusgabeAnbieter: Readify Books, Newark, DE, USA
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Paperback. Zustand: NEW. International Edition, Brand New, ISBN and Cover same but contents similar to U.S. Edition, We ship from multiple Locations including India. Legal to use despite any disclaimer, We ship to PO , APO and FPO adresses in U.S.A. Ship from multiple Locations including India Choose Expedited Shipping for FASTER DELIVERY.Customer Satisfaction Guaranteed. Bestandsnummer des Verkäufers INISB1#9781107512825
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Understanding Machine Learning: From Theory To Algorithms
Verlag:
Cambridge University Press (edition First Edition), 2015
ISBN 10: 1107512824
ISBN 13: 9781107512825
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Paperback
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Anbieter: BooksRun, Philadelphia, PA, USA
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Paperback. Zustand: Fair. First Edition. The item might be beaten up but readable. May contain markings or highlighting, as well as stains, bent corners, or any other major defect, but the text is not obscured in any way. Bestandsnummer des Verkäufers 1107512824-7-1
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Understanding Machine Learning: From Theory to Algorithms
Verlag:
Cambridge University Press, 2015
ISBN 10: 1107512824
ISBN 13: 9781107512825
Gebraucht
Paperback
Anbieter: World of Books Inc, Montgomery, IL, USA
Verkäuferbewertung 4 von 5 Sternen
Paperback. Zustand: Good. Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for an advanced undergraduate or beginning graduate course, the text makes the fundamentals and algorithms of machine learning accessible to students and non-expert readers in statistics, computer science, mathematics, and engineering. Bestandsnummer des Verkäufers CIN1107512824G
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EUR 28,71
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Understanding Machine Learning: From Theory To Algorithms
Verlag:
Cambridge University Press, 2015
ISBN 10: 1107512824
ISBN 13: 9781107512825
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Softcover
Anbieter: Bay State Book Company, North Smithfield, RI, USA
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Zustand: very_good. Bestandsnummer des Verkäufers BSM.1D7VF
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Understanding Machine Learning: From Theory To Algorithms
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paperback. Zustand: As New. Satisfaction guaranteed. Thank you! Bestandsnummer des Verkäufers 10-09-2026-Bulk-Shelf 44/F111
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Understanding Machine Learning: From Theory To Algorithms
Verlag:
Cambridge University Press, 2015
ISBN 10: 1107512824
ISBN 13: 9781107512825
Gebraucht
Softcover
Anbieter: ICTBooks, Wichita, KS, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: good. Book shows wear from use but remains a usable copy. May include writing highlighting underlining library markings. LISTING USES STOCK PHOTOS AND COVER MAY VARY. Ships via USPS and typically arrives within 10-12 business days. Bestandsnummer des Verkäufers ICV.1107512824.G
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Internationale Ausgabe
UNDERSTANDING MACHINE LEARNING: FROM THEORY TO ALGORITHMS
Internationale AusgabeAnbieter: Basi6 International, Irving, TX, USA
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Zustand: Brand New. New.SoftCover International edition. Different ISBN and Cover image but contents are same as US edition.Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Bestandsnummer des Verkäufers ABEOCT25-383558
Internationale Ausgabe
UNDERSTANDING MACHINE LEARNING: FROM THEORY TO ALGORITHMS
Internationale AusgabeAnbieter: Romtrade Corp., STERLING HEIGHTS, MI, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Bestandsnummer des Verkäufers ABBB-16718
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Understanding Machine Learning: From Theory To Algorithms
Anbieter: Romtrade Corp., STERLING HEIGHTS, MI, USA
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Zustand: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Bestandsnummer des Verkäufers ABBB-29602