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Author : Ian Goodfellow
Publisher : MIT Press
ISBN 13 : 0262337371
Total Pages : 801 pages
Book Rating : 4.73/5 ( download)

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Download or read book Deep Learning written by Ian Goodfellow and published by MIT Press. This book was released on 2016-11-10 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author :
Publisher :
ISBN 13 : 9788409327492
Total Pages : pages
Book Rating : 4.9X/5 ( download)

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Download or read book Sam Chermayeff [et al] Creatures written by and published by . This book was released on 2021-10-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : American Educational Research Association
Publisher :
ISBN 13 : 9780935302356
Total Pages : 0 pages
Book Rating : 4.52/5 ( download)

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Download or read book Standards for Educational and Psychological Testing written by American Educational Research Association and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Prepared by the Joint Committee on Standards for Educatioanl and Psychological Testing of the American Educational Research Association, American Psychological Association and National Council on Measurement in Education"--T.p. verso.

Author : American Medical Association
Publisher :
ISBN 13 :
Total Pages : 72 pages
Book Rating : 4.97/5 ( download)

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Download or read book Suggestions to Medical Authors and A.M.A. Style Book written by American Medical Association and published by . This book was released on 1919 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : American Psychological Association
Publisher :
ISBN 13 : 9781433805592
Total Pages : 0 pages
Book Rating : 4.96/5 ( download)

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Download or read book Publication Manual of the American Psychological Association written by American Psychological Association and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Publication Manual of the American Psychological Association is the style manual of choice for writers, editors, students, and educators in the social and behavioral sciences. It provides invaluable guidance on all aspects of the writing process, from the ethics of authorship to the word choice that best reduces bias in language. Well-known for its authoritative and easy-to-use reference and citation system, the Publication Manual also offers guidance on choosing the headings, tables, figures, and tone that will result in strong, simple, and elegant scientific communication.

Author : American Psychological Association
Publisher : American Psychological Association (APA)
ISBN 13 : 9781433832161
Total Pages : 428 pages
Book Rating : 4.6X/5 ( download)

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Download or read book Publication Manual of the American Psychological Association written by American Psychological Association and published by American Psychological Association (APA). This book was released on 2019-10 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Publication Manual of the American Psychological Association is the style manual of choice for writers, editors, students, and educators in the social and behavioral sciences, nursing, education, business, and related disciplines.

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Publisher : Profile Books
ISBN 13 : 1847658407
Total Pages : 192 pages
Book Rating : 4.01/5 ( download)

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Download or read book The Library Book written by and published by Profile Books. This book was released on 2012-02-02 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Alan Bennett's Baffled at a Bookcase, to Lucy Mangan's Library Rules, famous writers tell us all about how libraries are used and why they're important. Tom Holland writes about libraries in the ancient world, while Seth Godin describes what a library will look like in the future. Lionel Shriver thinks books are the best investment, Hardeep Singh Kohli makes a confession and Julie Myerson remembers how her career began beside the shelves. Using memoir, history, polemic and some short stories too, The Library Book celebrates 'that place where they lend you books for free' and the people who work there. All royalties go to The Reading Agency, to help their work supporting libraries.

Author : Heinz-Dieter Ebbinghaus
Publisher : Springer Science & Business Media
ISBN 13 : 9780387974972
Total Pages : 424 pages
Book Rating : 4.70/5 ( download)

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Download or read book Numbers written by Heinz-Dieter Ebbinghaus and published by Springer Science & Business Media. This book was released on 1991 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about all kinds of numbers, from rationals to octonians, reals to infinitesimals. It is a story about a major thread of mathematics over thousands of years, and it answers everything from why Hamilton was obsessed with quaternions to what the prospect was for quaternionic analysis in the 19th century. It glimpses the mystery surrounding imaginary numbers in the 17th century and views some major developments of the 20th century.

Author : Andrew Gelman
Publisher : CRC Press
ISBN 13 : 1439840954
Total Pages : 677 pages
Book Rating : 4.55/5 ( download)

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Download or read book Bayesian Data Analysis, Third Edition written by Andrew Gelman and published by CRC Press. This book was released on 2013-11-01 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.

Author : Matthew A. Jenks
Publisher : John Wiley & Sons
ISBN 13 : 1118764323
Total Pages : 308 pages
Book Rating : 4.29/5 ( download)

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Download or read book Plant Abiotic Stress written by Matthew A. Jenks and published by John Wiley & Sons. This book was released on 2013-10-30 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fully revised review of the latest research in molecular basis of plant abiotic stress response and adaptation Abiotic stressors are non-living environmental stressors that can have a negative impact on a plants ability to grow and thrive in a given environment. Stressors can range from temperature stress (both extreme heat and extreme cold) water stress, aridity, salinity among others. This book explores the full gamut of plant abiotic stressors and plants molecular responses and adaptations to adverse environmental conditions. The new edition of Plant Abiotic Stress provides up-to-date coverage of the latest research advances in plant abiotic stress adaptation, with special emphasis on the associated and integrative aspects of physiology, signaling, and molecular-genetics. Since the last edition, major advances in whole genome analysis have revealed previously unknown linkages between genes, genomes, and phenotypes, and new biological and –omics approaches have elucidated previously unknown cellular mechanisms underlying stress tolerance. Chapters are organized by topic, but highlight processes that are integrative among diverse stress responses. As with the first edition, Plant Abiotic Stress will have broad appeal to scientists in fields of applied agriculture, ecology, plant sciences, and biology.