SKU: 57772953589

Deep Learning

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Deep LearningAn 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

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.

EAN: 9780262035613
Farbverschnitt: Generell werden die Bücher ohne Farbverschnitt geliefert, auch wenn die Abbildungen einen Farbverschnitt zeigen.
Erscheinungsjahr: 18.11.2016
Produktform: Leinen, Gebunden
Titel der Reihe: Adaptive Computation and Machine Learning series##
Autoren: Goodfellow, Ian & Bengio, Yoshua & Courville, Aaron
Abbildungen: 66 color illus., 100 b&w illus.
Themenüberschrift: COMPUTERS / Intelligence (AI) & Semantics~COMPUTERS / Computer Science
Keyword: technology;brain;future;stacking;turing machine;lasso;bishop;azure;robotics;java;murphy machine learning;python machine learning;statistics;probability;coding;software engineering;textbook;data science;neural networks;programming;linear algebra;machine learning;deep learning;computers;computer science;computer;ai;artificial intelligence;algorithm;algorithms;tech;superintelligence;intelligence;ap computer science;ai books;computer books;psychology;internet;business;neuroscience;critical thinking
Fachschema: Intelligenz / Künstliche Intelligenz~KI~Künstliche Intelligenz - AI~Fuzzy Logik - Fuzzy Set~Neuronales Netz - Neuronaler Computer - Neurocomputer
Fachkategorie: Neuronale Netze und Fuzzysysteme, Maschinelles Lernen
Verkauf Verboten:
Text Sprache: eng
Seitenanzahl: XXII, 775
Verlag: The MIT Press
Länge: 185 mm
Breite: 234 mm
Höhe: 33 mm
Gewicht: 1330 gr
Genre: Importe
Herkunftsland: CHINA, VOLKSREPUBLIK (CN)
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SKU: 57772953589

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Francophile
Lake Worth, US
★★★★★ 5
Feels good on the skin not greasy
Size: 1.3 Fl Oz (Pack of 1)
Very nice product very concentrated has a very light fragrance that dissipates very quickly not greasy. No I do not have any redness or sensitivity I wanted to try this product anyway because I'm always looking for moderately priced good quality that travels well. And this fit the bill especially with it being on sale.
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Reviewed in the United States on January 8, 2026
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Marina Gulley
Massapequa, US
★★★★★ 4
Good product , but
Size: 1.3 Fl Oz (Pack of 1), Size: 1.3 Fl Oz (Pack of 1)
It seems to be a good product and it’s not too heavy , but still caused few breakouts here and there . Also, Avenue always has protective foil on their cream , this one didn’t have (I replaced it but new one also didn’t have it). Also, it goes away really fast because it’s only 1.3 ounces.
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Reviewed in the United States on April 12, 2026
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Avid Reader
Natrona Heights, US
★★★★★ 5
Hydrating
Size: 1.3 Fl Oz (Pack of 1)
Dermatologist recommended. Works very well
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Reviewed in the United States on May 16, 2026
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Violet
Chelsea, US
★★★★★ 5
Gold Star
Size: 1.3 Fl Oz (Pack of 1)
This cream is truly gentle and healing for a compromised skin barrier. I prefer this cream in the winter, when the weather is dry, and after procedures like microneedling or laser. It has never irritated my skin, and does soothe and heal. The La Roche Posay cicalfate cream is also excellent, I think it is slightly less rich, so I prefer that in humidity or the summer.
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Reviewed in the United States on March 2, 2026
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NikkiB
Port Orchard, US
★★★★★ 5
Overpriced but it works.
Size: 1.3 Fl Oz (Pack of 1)
I hate that I love this product. It's stupid expensive. But it's great for broken/damaged/recovering skin. I've used it post microneedling and it is the only thing that soothes, hydrates, and doesn't sting raw, red skin. Great for rashes/hives and allergic reactions too. Luckily a thin layer is often enough to do the trick. so it lasts a long time I wouldn't use for everyday moisture, but when your skin is angry, this stuff works. (Overpriced? Yes. Witchcraft? Maybe. Does it work? Yep.)
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Reviewed in the United States on December 10, 2025

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