Sinossi
An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.
Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded with technical details that obscure fundamentals, but Simon Prince ruthlessly curates only the most important ideas to provide a high density of critical information in an intuitive and digestible form. From machine learning basics to advanced models, each concept is presented in lay terms and then detailed precisely in mathematical form and illustrated visually. The result is a lucid, self-contained textbook suitable for anyone with a basic background in applied mathematics.
- Up-to-date treatment of deep learning covers cutting-edge topics not found in existing texts, such as transformers and diffusion models
- Short, focused chapters progress in complexity, easing students into difficult concepts
- Pragmatic approach straddling theory and practice gives readers the level of detail required to implement naive versions of models
- Streamlined presentation separates critical ideas from background context and extraneous detail
- Minimal mathematical prerequisites, extensive illustrations, and practice problems make challenging material widely accessible
- Programming exercises offered in accompanying Python Notebooks
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Informazioni sull?autore
Simon J. D. Prince is Honorary Professor of Computer Science at the University of Bath and author of Computer Vision: Models, Learning and Inference. A research scientist specializing in artificial intelligence and deep learning, he has led teams of research scientists in academia and industry at Anthropics Technologies Ltd, Borealis AI, and elsewhere.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
Risultati della ricerca per Understanding Deep Learning
Foto dell'editore
Understanding Deep Learning
Da: BMV Bloor, Toronto, ON, Canada
Valutazione del venditore 5 su 5 stelle
Condizione: Good. Hardcover. Top of spine bumped, else very good. Publisher's remainder mark to bottom of text. No notes or highlights. Used - Good. Codice articolo 65-a - 00077
Compra usato
EUR 65,58
Spedizione EUR 8,45
Spedito da Canada a U.S.A.
Spedito da Canada a U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Understanding Deep Learning Format: Hardcover
Editore:
Penguin Random House, 2023
ISBN 10: 0262048647
ISBN 13: 9780262048644
Antico o usato
Rilegato
Da: INDOO, Avenel, NJ, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: As New. Unread copy in mint condition. Codice articolo RH9780262048644
Compra usato
EUR 90,23
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: Più di 20 disponibili
Foto dell'editore
Understanding Deep Learning (Hardcover)
Da: Grand Eagle Retail, Bensenville, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Hardcover. Condizione: new. Hardcover. An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.Deep learning is a fast-moving field with sweeping relevance in today's increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded with technical details that obscure fundamentals, but Simon Prince ruthlessly curates only the most important ideas to provide a high density of critical information in an intuitive and digestible form. From machine learning basics to advanced models, each concept is presented in lay terms and then detailed precisely in mathematical form and illustrated visually. The result is a lucid, self-contained textbook suitable for anyone with a basic background in applied mathematics.Up-to-date treatment of deep learning covers cutting-edge topics not found in existing texts, such as transformers and diffusion modelsShort, focused chapters progress in complexity, easing students into difficult conceptsPragmatic approach straddling theory and practice gives readers the level of detail required to implement naive versions of modelsStreamlined presentation separates critical ideas from background context and extraneous detailMinimal mathematical prerequisites, extensive illustrations, and practice problems make challenging material widely accessibleProgramming exercises offered in accompanying Python Notebooks "This book covers modern deep learning and tackles supervised learning, model architecture, unsupervised learning, and deep reinforcement learning"-- Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9780262048644
Compra nuovo
EUR 90,27
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Understanding Deep Learning Format: Hardcover
Da: INDOO, Avenel, NJ, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New. Brand New. Codice articolo 9780262048644
Compra nuovo
EUR 90,31
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: Più di 20 disponibili
Foto dell'editore
Understanding Deep Learning
Da: Majestic Books, Hounslow, Regno Unito
Valutazione del venditore 4 su 5 stelle
Condizione: New. Codice articolo 401405850
Compra nuovo
EUR 83,11
Spedizione EUR 7,48
Spedito da Regno Unito a U.S.A.
Spedito da Regno Unito a U.S.A.
Quantità: 2 disponibili
Foto dell'editore
Understanding Deep Learning
Da: Massive Bookshop, Greenfield, MA, U.S.A.
Valutazione del venditore 4 su 5 stelle
Hardcover. Condizione: New. Codice articolo 9780262048644
Compra nuovo
EUR 87,09
Spedizione EUR 4,02
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 10 disponibili
Foto dell'editore
Understanding Deep Learning
Da: Books Puddle, New York, NY, U.S.A.
Valutazione del venditore 4 su 5 stelle
Condizione: New. Codice articolo 26396052549
Compra nuovo
EUR 88,70
Spedizione EUR 3,37
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 2 disponibili
Foto dell'editore
UNDERSTANDING DEEP LEARNING
Da: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: 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. Codice articolo ABNR-284323
Compra nuovo
EUR 93,03
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 5 disponibili
Foto dell'editore
UNDERSTANDING DEEP LEARNING
Da: Basi6 International, Irving, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Codice articolo ABEOCT25-67772
Compra nuovo
EUR 93,03
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 5 disponibili
Immagini fornite dal venditore
Understanding Deep Learning
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New. Codice articolo 45709744-n
Compra nuovo
EUR 92,63
Spedizione EUR 2,23
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili