On the way 2. Lehrbuch. PDF Download

Author: Richard Alexander
Publisher:
ISBN: 9783125002005
Category :
Languages : en
Pages : 228

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Author: G. F. Burckhardt
Publisher:
ISBN:
Category :
Languages : en
Pages : 364

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Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801

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Book Description
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:
Category :
Languages : en
Pages : 1408

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Author: Edinburgh Medical Journal VOL.XXVI-Part II. January to June,1881
Publisher:
ISBN:
Category :
Languages : en
Pages : 646

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Author: Mount Weather Observatory (Bluemont, Va.)
Publisher:
ISBN:
Category : Meteorology
Languages : en
Pages : 482

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Author: George Trumbull Ladd
Publisher:
ISBN:
Category : Philosophy
Languages : en
Pages : 474

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Author: John W. Rogerson
Publisher: A&C Black
ISBN: 056749599X
Category : Religion
Languages : en
Pages : 321

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Book Description
W.M.L. de Wette (1780-1849) was not only one of the founders of modern Old Testament criticism. His loss and recovery of Christian faith, his dismissal from his post in Berlin in 1819 on political grounds and his long subsequent exile in Basel left their mark upon his work in New Testament ethics, dogmatics and aesthetics. This first modern critical study of de Wette's life and work evaluates his achievements in the context of his own times and asesses their importance on modern biblical scholars.

Author:
Publisher:
ISBN:
Category : Medicine
Languages : en
Pages : 918

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Book Description
Includes section, "Recent book acquisitions" (varies: Recent United States publications) formerly published separately by the U.S. Army Medical Library.

Author: Karl-Heinz Peschke
Publisher: Wipf and Stock Publishers
ISBN: 1725231492
Category : Religion
Languages : en
Pages : 864

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Book Description
This edition is once again a new, thoroughly revised version of Christian Ethics II. In some portions the subject matter has been reorganized more organically, and recent theological developments and documents of the magisterium have been integrated. New themes have been added, others further developed, such as deepening the concept and content of mission, as well as ecumenical participation. Also, questions in bioethics have been supplemented, such as the duty to preserve life, topics of prenatal medicine, reproductive and therapeutic cloning, genetic alteration, and euthanasia. Other issues raised concern the discrimination against women, civil marriage of homosexuals, compassion in prison care, the right of asylum, humanitarian interventions, the fostering of peace after conflicts, empowerment of the poor in development projects, and the treatment of animals. The author hopes that this new edition will be a contribution to the ongoing aggiornamento of moral theology and that it will continue to meet the expectations of its readers.