Verwandte Artikel zu Deep Learning (Adaptive Computation and Machine Learning...
Inhaltsangabe
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.
“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”
—Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX
Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.
The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.
Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Über die Autorin bzw. den Autor
Ian Goodfellow is a Research Scientist at Google.
Yoshua Bengio is Professor of Computer Science at the Université de Montréal.
Aaron Courville is Assistant Professor of Computer Science at the Université de Montréal.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
EUR 40,71
EUR 4,05 für den Versand von Vereinigtes Königreich nach Deutschland
Versandziele, Kosten & DauerNeu kaufen
Diesen Artikel anzeigen
EUR 82,36
Gratis für den Versand von USA nach Deutschland
Versandziele, Kosten & DauerWeitere beliebte Ausgaben desselben Titels
Suchergebnisse für Deep Learning (Adaptive Computation and Machine Learning...
Beispielbild für diese ISBN
Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: WorldofBooks, Goring-By-Sea, WS, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Paperback. Zustand: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Bestandsnummer des Verkäufers GOR008695097
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: UK BOOKS STORE, London, LONDO, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Hardcover. Zustand: USED BOOKS. USED BOOKS! Fast Delivery USA Edition and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 7-14 days and we do have flat rate for up to 2LB. Extra shipping charges will be requested if the Book weight is more than 5 LB. This Item May be shipped from India, United states & United Kingdom. Depending on your location and availability. Bestandsnummer des Verkäufers ASF 9780262035613
Anzahl: 5 verfügbar
Beispielbild für diese ISBN
Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: El Club de los Raros, Sevilla, SE, Spanien
Verkäuferbewertung 2 von 5 Sternen
Libro de 2ª mano en estado BUENO según directrices web de venta. Puede presentar algunas marcas de desgaste por el uso en cubierta o interior. Vendido por el emprendimiento social El Club de los Raros. Con cada compra contribuyes a plantar árboles y financiar proyectos de ONGs y de lectura que transforman vidas. Bestandsnummer des Verkäufers ECDLR-02-2025-05-.org-T445T049-3205
Anzahl: 1 verfügbar
Foto des Verkäufers
Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: Goodwill of Greater Milwaukee and Chicago, Racine, WI, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: good. Book is considered to be in good or better condition. The actual cover image may not match the stock photo. Hard cover books may show signs of wear on the spine, cover or dust jacket. Paperback book may show signs of wear on spine or cover as well as having a slight bend, curve or creasing to it. Book should have minimal to no writing inside and no highlighting. Pages should be free of tears or creasing. Stickers should not be present on cover or elsewhere, and any CD or DVD expected with the book is included. Book is not a former library copy. Bestandsnummer des Verkäufers SEWV.0262035618.G
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Deep Learning (Adaptive Computation and Machine Learning)
Anbieter: medimops, Berlin, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Zustand: very good. Gut/Very good: Buch bzw. Schutzumschlag mit wenigen Gebrauchsspuren an Einband, Schutzumschlag oder Seiten. / Describes a book or dust jacket that does show some signs of wear on either the binding, dust jacket or pages. Bestandsnummer des Verkäufers M00262035618-V
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: Brit Books, Milton Keynes, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Hardcover. Zustand: Used; Very Good. ***Simply Brit*** Welcome to our online used book store, where affordability meets great quality. Dive into a world of captivating reads without breaking the bank. We take pride in offering a wide selection of used books, from classics to hidden gems, ensuring there is something for every literary palate. All orders are shipped within 24 hours and our lightning fast-delivery within 48 hours coupled with our prompt customer service ensures a smooth journey from ordering to delivery. Discover the joy of reading with us, your trusted source for affordable books that do not compromise on quality. Bestandsnummer des Verkäufers 4238906
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: thebookforest.com, San Rafael, CA, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: LikeNew. Text block firm and clean, binding unblemished, boards straight, without highlights or underlining. Very clean, nearly like new. Without any discs, access codes or extra items. Supporting Bay Area Friends of the Library since 2010. Well packaged and promptly shipped. Bestandsnummer des Verkäufers 1LAUHV002Z8E
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Penguin Random House Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: Brit Books, Milton Keynes, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Hardcover. Zustand: Used; Very Good. ***Simply Brit*** Welcome to our online used book store, where affordability meets great quality. Dive into a world of captivating reads without breaking the bank. We take pride in offering a wide selection of used books, from classics to hidden gems, ensuring there is something for every literary palate. All orders are shipped within 24 hours and our lightning fast-delivery within 48 hours coupled with our prompt customer service ensures a smooth journey from ordering to delivery. Discover the joy of reading with us, your trusted source for affordable books that do not compromise on quality. Bestandsnummer des Verkäufers 4219142
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Deep Learning (Adaptive Computation and Machine Learning series)
Anbieter: thebookforest.com, San Rafael, CA, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: VeryGood. Text block firm and clean, binding unblemished, boards straight, without highlights or underlining. Very clean, nearly like new. Supporting Bay Area Friends of the Library since 2010. Well packaged and promptly shipped. Bestandsnummer des Verkäufers 1LAUHV00324Y
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Penguin Random House Deep Learning (Adaptive Computation and Machine Learning Series)
Anbieter: Anybook.com, Lincoln, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Zustand: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1550grams, ISBN:9780262035613. Bestandsnummer des Verkäufers 8240890
Anzahl: 1 verfügbar