SKU: 57772953589

Deep Learning

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Description

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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4.2 ★★★★★
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gsd12345
Lake Worth, US
★★★★★ 1
Lumpy!
Size: Queen - Pack of 2, Style: Soft, Configuration: Pillow, Size: Queen - Pack of 2, Style: Soft, Configuration: Pillow
These are horribly lumpy! The filling clumps. They won’t lay flat. This is after working with them to try to ref, fluff them Terrible product
WAS THIS REVIEW HELPFUL?YesReportShare
Reviewed in the United States on January 13, 2026
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HP
New York, US
★★★★★ 5
A true medium firm pillow
Size: Queen - Pack of 2, Style: Soft, Configuration: Pillow
I like a medium pillow that lets my head sink in a little bit so my neck isn't cranked at an angle but not to the point where it sinks in completely. You can also scrunch it a little bit. Also love that it's queen size, as most queen sheet sets for come with queen pillow cases, not standard. I am surprised it worked out, very happy with it.
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Reviewed in the United States on May 7, 2026
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DrDavid S DeMasi
Massapequa, US
★★★★★ 5
Just perfect. Well made, No Issues Just one perfect sleep zzzzzzzzzzz😴
Color: White, Size: Queen (Pack of 2)
I had down pillows, and foam pillows, and other synthetic pillows etc and some were ok and others were not. I cannot get a great nights sleep if I am constantly having to adjust my pillow during the night. I ordered these pillows as I sleep on my side mostly but sometimes on my back. When they arrived I followed the directions (as they are in a vacuum pack) and only takes a few minutes for them to acclimate. Then put pillow cases on them and off to bed. I had the BEST sleep I have had in YEARS !!!!! The pillows are great. They keep your head comfortable and cool (No Sweating) and super comfortable. The only issue is after a perfect nights sleep, I find I really do not want to get out of bed in the morning..One great thing, is I am retired so I really do not have to get up out of bed until I want to 😴😳. The pillows are well made and feel like expensive down filled pillows but softer. I am VERY satisfied with the pillows. I just wish I would have found these pillows years ago. But now I have them and the perfect sleep that they provide. Dr Dave
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Reviewed in the United States on June 4, 2026
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Maritza
Phoenix, US
★★★★★ 5
Great sleep
Color: White, Size: Queen (Pack of 2), Color: White, Size: Queen (Pack of 2)
Finally found a pillow that is comfortable. Tested about 5 until I found the right one. This is perfect for back and side sleepers. Firm, but soft. Just enough filling and great quality. Will hold up for many years.
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Reviewed in the United States on May 24, 2026
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nastyfishy
Natrona Heights, US
★★★★★ 4
Good overall
Color: White, Size: Standard (Pack of 2)
Bought these for our guest bedroom. They are quite overstuffed, so if you like full pillows this will be your thing. As such they are dense and firm. The height is a bit much if you are small framed, but are comfortable overall and stay cool enough to be nice in the summer.
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Reviewed in the United States on February 24, 2026

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