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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Kimberly Credeur
Lake Worth, US
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Best stuff ever!!
Color: Blue, Color: Blue
Works great!! Ordered this to etch wine bottles for a friends wedding.
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Shame to say I haven’t used in awhile but did like the price and the iteams that were included.
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Reviewed in the United States on March 22, 2026
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Draper, US
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Everything You Need for Sublimation
Color: Pink
This kit has all the tools I need for sublimation projects. The rulers, Teflon sheets, gloves, and tape make the process easy and safe. Great for beginners or pros.
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Deannie Foster
Los Angeles, US
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Craft Room Staple
Model: Kraft er Paper 002
I purchased this butcher paper for my craft room, and it has been a fantastic addition to my supplies! I primarily use it with my heat press, and it works perfectly to protect both my designs and my press during sublimation and other heat-transfer projects. The paper provides a great barrier and prevents any ink bleed-through, keeping everything clean and professional-looking. What I love about this butcher paper is its versatility. Beyond the heat press, it’s handy for a variety of other craft projects, like covering work surfaces for painting, wrapping delicate items, or even sketching out design ideas. The roll size is generous, so it lasts a long time, even with frequent use. The quality is excellent—it’s thick enough to withstand heat and pressure but still easy to cut and handle. It’s a must-have for any serious crafter or DIY enthusiast!
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