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  • Minneapolis : University of Minnesota Press  (5)
  • Boston, MA : Safari
  • Electronic books  (6)
  • Zeitschriften zur Ethnologie
  • Geography  (6)
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Material
Language
  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484253649
    Language: English
    Pages: 1 online resource (316 pages)
    Edition: 2nd edition
    Parallel Title: Erscheint auch als Ketkar, Nikhil Deep learning with Python
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    Keywords: Electronic books ; local ; Electronic books ; Deep learning ; Python ; PyTorch
    Abstract: Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Facebook’s Artificial Intelligence Research Group. You'll start with a perspective on how and why deep learning with PyTorch has emerged as an path-breaking framework with a set of tools and techniques to solve real-world problems. Next, the book will ground you with the mathematical fundamentals of linear algebra, vector calculus, probability and optimization. Having established this foundation, you'll move on to key components and functionality of PyTorch including layers, loss functions and optimization algorithms. You'll also gain an understanding of Graphical Processing Unit (GPU) based computation, which is essential for training deep learning models. All the key architectures in deep learning are covered, including feedforward networks, convolution neural networks, recurrent neural networks, long short-term memory networks, autoencoders and generative adversarial networks. Backed by a number of tricks of the trade for training and optimizing deep learning models, this edition of Deep Learning with Python explains the best practices in taking these models to production with PyTorch. What You'll Learn Review machine learning fundamentals such as overfitting, underfitting, and regularization. Understand deep learning fundamentals such as feed-forward networks, convolution neural networks, recurrent neural networks, automatic differentiation, and stochastic gradient descent. Apply in-depth linear algebra with PyTorch Explore PyTorch fundamentals and its building blocks Work with tuning and optimizing models Who This Book Is For Beginners with a working knowledge of Python who want to understand Deep Learning in a practical, hands-on manner.
    Note: Online resource; Title from title page (viewed April 9, 2021) , Mode of access: World Wide Web.
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  • 2
    Online Resource
    Online Resource
    Minneapolis : University of Minnesota Press
    ISBN: 9781452965437
    Language: English
    Pages: 1 online resource (336 pages)
    Series Statement: Globalization and Community Ser. v.33
    Parallel Title: Erscheint auch als Smith, Nick R. The end of the village
    DDC: 307.760951
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    Keywords: Urbanization--China ; Rural development--China ; Rural-urban relations--China ; Electronic books ; China ; Verstädterung
    Abstract: Cover Page -- Series Page -- Title Page -- Copyright Page -- Contents -- Introduction: China's New Era of Urbanization -- Chapter 1: Planning under Urban-Rural Coordination -- Chapter 2: Charismatic Authority and the Urbanization of the Party -- Chapter 3: Residents' Urban-Rural Strategies of Survival -- Chapter 4: Property, Politics, and Uncertainty at the Urban-Rural Edge -- Chapter 5: Land Commodification, Shareholding, and Self-Urbanization -- Chapter 6: Experiences of Displacement -- Conclusion: Disjunctural Urbanization -- Acknowledgments -- Notes -- Bibliography -- Index -- About the Author.
    Note: Description based on publisher supplied metadata and other sources
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  • 3
    ISBN: 9781452954486
    Language: English
    Pages: 1 Online-Ressource
    DDC: 304.2
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    Keywords: Ökologie ; Klimaänderung ; Anthropozän ; Humanökologie ; Umweltveränderung ; Ökologisches Gleichgewicht ; Anthropogener Einfluss ; Umweltschaden ; Artensterben ; Aufsatzsammlung ; Aufsatzsammlung ; Electronic books
    Note: Die Vorlage enthält insgesamt 2 Werke, Wendebuch , Literaturangaben
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  • 4
    Online Resource
    Online Resource
    Minneapolis : University of Minnesota Press
    ISBN: 9780816681167
    Language: English
    Pages: 1 Online-Ressource (288 p)
    Parallel Title: Print version Mishra, Sangay K Desis Divided : The Political Lives of South Asian Americans
    DDC: 305.8914/073
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    Keywords: United States--Emigration and immigration--Political aspects ; Electronic books ; Electronic books
    Abstract: Cover -- Contents -- Abbreviations -- Introduction: Situating Desis in U.S. Ethnoracial Politics -- 1. South Asian Americans and Immigration Regimes: Exclusion, Ghadar Rebellion, and Silicon Valley -- 2. Political Incorporation and New Immigrants: Beyond Racial Solidarity -- 3. Race, Religion, and Communities: South Asians in the Post- 9/11 United States -- 4. Mapping the Modes of Mobilization -- 5. Transnationalism and Political Participation: The Challenges of "In-Between" Americans -- 6. Diasporic Nationalism and Fragments Within
    Abstract: Conclusion: Negotiating Identities and Crafting Political Solidarities -- Acknowledgments -- Notes -- Bibliography -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- R -- S -- T -- U -- V -- W -- Y -- Z
    Note: Description based upon print version of record
    URL: Volltext  (lizenzpflichtig)
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  • 5
    ISBN: 9780816684441
    Language: English
    Pages: 1 Online-Ressource (xxiii, 222 Seiten) , Illustrationen
    Parallel Title: Erscheint auch als Gibson-Graham, J. K. Take back the economy
    DDC: 307.1/40994
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    Keywords: Stadtentwicklung ; Ländliche Entwicklung ; Wirtschaftsethik ; Alternative Ökonomie ; Community development ; Australia ; Community development ; Moral and ethical aspects ; Electronic books ; Electronic books ; Alternative Wirtschaft ; Partizipation ; Bürgerbeteiligung ; Alternative Wirtschaft ; Wirtschaftsethik ; Verteilungsgerechtigkeit ; Alternative Wirtschaft ; Wirtschaftsentwicklung ; Nachhaltigkeit ; Alternative Wirtschaft ; Gemeinwohl ; Humanisierung der Arbeit
    Abstract: Take Back the Economy dismantles the idea that the economy is separate from us and best comprehended by experts, demonstrating that the economy is the outcome of the decisions and efforts we make every day. Full of exercises and inspiring examples from around the world, it shows how people can implement small-scale changes in their own lives to create ethical economies
    URL: Volltext  (lizenzpflichtig)
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  • 6
    Online Resource
    Online Resource
    Minneapolis : University of Minnesota Press
    ISBN: 9780816629046
    Language: English
    Pages: 1 Online-Ressource (xix, 248 Seiten) , Illustrationen
    Edition: Electronic reproduction; Available via World Wide Web
    Series Statement: Globalization and community Volume 2
    Series Statement: Globalization and community
    Parallel Title: Erscheint auch als Lin, Jan Reconstructing Chinatown
    DDC: 307.76097471
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    Keywords: Chinese Americans Economic conditions ; Chinese Americans Politics and government ; Chinatown (New York, N.Y.) ; Economic conditions ; Chinatown (New York, N.Y.) ; Politics and government ; Chinese Americans ; New York (State) ; New York ; Economic conditions ; Chinese Americans ; New York (State) ; New York ; Politics and government ; New York (N.Y.) ; Economic conditions ; New York (N.Y.) ; Politics and government ; Electronic books ; New York (N.Y.) Politics and government ; Chinatown (New York, N.Y.) Economic conditions ; New York (N.Y.) Economic conditions ; Chinatown (New York, N.Y.) Politics and government ; New York- Chinatown ; Politik ; New York- Chinatown ; Wirtschaftsentwicklung
    Abstract: In the American popular imagination, Chinatown is a mysterious and dangerous place, clannish and dilapidated, filled with sweatshops, vice, and organized crime. In this well-written and engaging volume, Jan Lin presents a real-world picture of New York City's Chinatown, countering this "orientalist" view by looking at the human dimensions and the larger forces of globalization that make this vital neighborhood both unique and broadly instructive
    Description / Table of Contents: Contents; Preface; Acknowledgments; Introduction; 1. From Bachelor Society to Immigrant Enclave; 2. Labor Struggles: Sweatshop Workers and Street Traders; 3. The Nexus of Transnational and Local Capital: Chinatown Banking and Real Estate; 4. The Growth of Satellite Chinatowns; 5. Solidarity, Community, and Electoral Politics; 6. The Enclave and the State; 7. Encountering Chinatown: Tourism, Voyeurism, and the Cinema; 8. Community Change in Global Context; Notes; Bibliography; Index
    Note: Includes bibliographical references and index , Electronic reproduction; Available via World Wide Web
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