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.
Download or read book Space Place and Educational Settings written by Tim Freytag and published by Springer Nature. This book was released on 2021-12-02 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores the nexus between knowledge and space with a particular emphasis on the role of educational settings that are, both, shaping and being reshaped by socio-economic and political processes. It gives insight into the complex interplay of educational inequalities and practices of educational governance in the neighborhood and at larger geographical scales. The book adopts quantitative and qualitative methodologies and explores a wide range of theoretical perspectives by drawing upon empirical cases and examples from France, Germany, Italy, the UK and North America, and presents and reflects ongoing research of international scholars from various disciplinary backgrounds such as education, human geography, public policy, sociology, and urban and regional planning. As such, it provides an interesting read for scholars, students and professionals in the broader field of social, cultural and educational studies, as well as policy makers and practitioners in the fields of education, pedagogy, social work, and urban and regional planning.
Download or read book The Link Vol 16 written by Lawrence P. Fitzgerald and published by Forgotten Books. This book was released on 2017-12 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: Excerpt from The Link, Vol. 16: June 1958 Then he squared back more like himself. This is a business Strip you birds are making, he told Ernie and Morty. And don't you go monkey ing around and forget what you've been told. Now beat it. About the Publisher Forgotten Books publishes hundreds of thousands of rare and classic books. Find more at www.forgottenbooks.com This book is a reproduction of an important historical work. Forgotten Books uses state-of-the-art technology to digitally reconstruct the work, preserving the original format whilst repairing imperfections present in the aged copy. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in our edition. We do, however, repair the vast majority of imperfections successfully; any imperfections that remain are intentionally left to preserve the state of such historical works.
Download or read book Publisher and Bookseller written by and published by . This book was released on 1898 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vols. for 1871-76, 1913-14 include an extra number, The Christmas bookseller, separately paged and not included in the consecutive numbering of the regular series.
Download or read book The Bookseller written by and published by . This book was released on 1898 with total page 1274 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Link Vol 16 written by Marion J. Creeger and published by Forgotten Books. This book was released on 2018-01-13 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: Excerpt from The Link, Vol. 16: September, 1958 Subscription prices to civilians: a Year; in lots of ten or more to one address. For chaplains: Bulk orders to bases for distribution to personnel (in person, by mail, in back of chapel, etc.) invoiced quarterly at ten cents per copy. In case of limited chapel funds, special arrangements may be made for reduced rates. Write the editor. About the Publisher Forgotten Books publishes hundreds of thousands of rare and classic books. Find more at www.forgottenbooks.com This book is a reproduction of an important historical work. Forgotten Books uses state-of-the-art technology to digitally reconstruct the work, preserving the original format whilst repairing imperfections present in the aged copy. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in our edition. We do, however, repair the vast majority of imperfections successfully; any imperfections that remain are intentionally left to preserve the state of such historical works.
Download or read book The Bookseller and the Stationery Trades Journal written by and published by . This book was released on 1898 with total page 1636 pages. Available in PDF, EPUB and Kindle. Book excerpt: Official organ of the book trade of the United Kingdom.
Download or read book The World Book Encyclopedia written by and published by . This book was released on 2002 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: An encyclopedia designed especially to meet the needs of elementary, junior high, and senior high school students.
Download or read book The Natural History of Pliny written by Pliny (the Elder.) and published by . This book was released on 1855 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Rethinking Democratic Accountability written by Robert D. Behn and published by Brookings Institution Press. This book was released on 2001 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Behn examines the weaknesses in our current systems of accountability for finances, fairness, and performance, and suggests a new model of accountablity for public management.
Download or read book Traffic Assignment written by Comsis Corporation and published by . This book was released on 1973 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Grassroots Development written by and published by . This book was released on 1992 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Clydesdale Stud Book of Canada written by Clydesdale Horse Association of Canada and published by . This book was released on 1911 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Government wide Index to Federal Research Development Reports written by and published by . This book was released on 1965 with total page 1654 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Music in German Philosophy written by Stefan Lorenz Sorgner and published by University of Chicago Press. This book was released on 2011-01-15 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though many well-known German philosophers have devoted considerable attention to music and its aesthetics, surprisingly few of their writings on the subject have been translated into English. Stefan Lorenz Sorgner, a philosopher, and Oliver Fürbeth, a musicologist, here fill this important gap for musical scholars and students alike with this compelling guide to the musical discourse of ten of the most important German philosophers, from Kant to Adorno. Music in German Philosophy includes contributions from a renowned group of ten scholars, including some of today’s most prominent German thinkers, all of whom are specialists in the writers they treat. Each chapter consists of a short biographical sketch of the philosopher concerned, a summary of his writings on aesthetics, and finally a detailed exploration of his thoughts on music. The book is prefaced by the editors’ original introduction, presenting music philosophy in Germany before and after Kant, as well as a new introduction and foreword to this English-language addition, which places contemplations on music by these German philosophers within a broader intellectual climate.
Download or read book Energy Research Abstracts written by and published by . This book was released on 1991 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Corporate Behavior and Sustainability written by Güler Aras and published by Taylor & Francis. This book was released on 2016-10-04 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies can no longer expect to engage in dubious or unethical corporate behaviour without risking their reputation and damaging, perhaps irrevocably, their market position. Irresponsible corporate behavior not only deprives shareholders of long-term returns but also ultimately imposes a cost on society as a whole. Sustainable business is about ensuring that entities contribute toward positive social, environmental, and economic outcomes. Bad business behaviour is costly for stakeholders, for markets, for society, and the economy alike. To ensure that a company behaves well, the buy-in of the leadership team is crucial. The full commitment of the board of directors, in conjunction with the senior managers of the organization, is required if an organization is to be socially responsible. In this sense, leadership does not reside with an individual (the CEO) within the organization but with all of those at the apex of corporate power and control. Effective change management requires enlightened and capable leadership to instigate and drive the process of embedding a sustainable and socially responsible corporate philosophy and culture that supports good business decision-making. A profound understanding of the requirements of such a leadership process will help corporate managers become highly effective change agents. Governance will be the main driver of this change. For the economy and financial markets to become sustainable and resilient, radical changes in corporate leadership need to take place. Integrated reporting, government regulation, and international standards will all be important factors in bringing about this change. As well as understanding the effects of corporate behavior on financial markets, such an understanding is also now imperative in relation to the social and environmental contexts.
