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  • Electronic books ; local
  • Geography  (5)
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  • 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
    Cary : Oxford University Press USA - OSO
    ISBN: 9780199741892
    Language: English
    Pages: 1 online resource (252 pages)
    Parallel Title: Print version Naked City : The Death and Life of Authentic Urban Places
    Parallel Title: Zukin, Sharon Naked city
    DDC: 307.14164097471
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    Keywords: Urbanization ; Community development, Urban ; City and town life ; Electronic books ; local ; City and town life ; New York (State) ; New York ; Community development, Urban ; New York (State) ; New York ; Urbanization ; New York (State) ; New York ; Electronic books ; New York, NY ; Stadtforschung ; Gentrifizierung
    Abstract: Sharon Zukin argues that the rapid and pervasive demand for authenticity--and the consequent escalating real estate prices--has helped drive out the very people who first lent a neighborhood its authentic aura: immigrants, the working class, and artists. Zukin traces this economic and social evolution in six archetypal New York areas--Williamsburg, Harlem, the East Village, Union Square, Red Hook, and the city's community gardens--and shows that for followers of Jane Jacobs, this transformation is a perversion of what was supposed to happen.
    Abstract: Cover Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- Introduction The City That Lost Its Soul -- Uncommon Spaces -- 1 How Brooklyn Became Cool -- 2 Why Harlem Is Not a Ghetto -- 3 Living Local in the East Village -- Common Spaces -- 4 Union Square and the Paradox of Public Space -- 5 A Tale of Two Globals: Pupusas and IKEA in Red Hook -- 6 The Billboard and the Garden: A Struggle for Roots -- Conclusion Destination Culture and the Crisis of Authenticity -- Notes -- Index.
    Description / Table of Contents: Contents; Preface; Introduction: The City That Lost Its Soul; Uncommon Spaces; Common Spaces; Conclusion Destination Culture and the Crisis of Authenticity; Notes; Index;
    Note: Includes bibliographical references and index
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  • 3
    ISBN: 9780191515132
    Language: English
    Pages: 1 online resource (249 pages)
    Series Statement: Oxford Geographical and Environmental Studies Ser
    Parallel Title: Erscheint auch als Whitehead, Mark, 1975 - The nature of the state
    Parallel Title: Print version The Nature of the State : Excavating the Political Ecologies of the Modern State
    DDC: 304.2
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    Keywords: Human ecology Political aspects ; Human geography Political aspects ; Human geography -- Political aspects ; Human ecology -- Political aspects ; Electronic books ; local ; Human ecology ; Political aspects ; Human geography ; Political aspects ; Electronic books ; Politische Ökologie ; Umweltbezogenes Management ; Politische Ökologie ; Umweltbezogenes Management
    Abstract: The complex relationships between the state and nature remain under-theorized and relatively unexplored. Combining original research and theoretical insights The Nature of the State challenges the ways in which social scientists approach questions of socio-environmental power and offers new insights into the history of state-nature relations.
    Abstract: Intro -- Contents -- List of Figures -- List of Tables -- List of Abbreviations -- 1. States and Natures: An Introduction -- 2. Seeing Double: Thinking about Natures and States -- 3. The Moments of Nature-State Relations -- 4. Mapping the Land: Spatializing State Nature -- 5. Nature and the State Apparatus -- 6. Between Laboratory and Leviathan: Technological Development and the Cyborg State -- 7. Exploring Post-National Natures: Nature in the Shadow of the State -- Bibliography -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- R -- S -- T -- U -- V -- W.
    Note: Description based on publisher supplied metadata and other sources
    URL: Volltext  (lizenzpflichtig)
    URL: Volltext  (lizenzpflichtig)
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  • 4
    Online Resource
    Online Resource
    Cary : Oxford University Press, Incorporated
    ISBN: 9780198024064
    Language: English
    Pages: 1 online resource (209 pages)
    Parallel Title: Erscheint auch als Fleming, James Rodger, 1949 - Historical perspectives on climate change
    DDC: 306.4/521
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    Keywords: Climatic changes -- Europe -- History ; Climatic changes -- United States -- History ; Global environmental change -- History ; Electronic books ; local ; Climatic changes ; Europe ; History ; Climatic changes ; United States ; History ; Global environmental change ; History ; Electronic books ; Klimaänderung ; Geschichte ; Europa ; Sedimenttransport ; Klimaschwankung ; Geschichte ; USA ; Sedimenttransport ; Klimaschwankung ; Geschichte ; Klimaänderung ; Erwärmung ; Abkühlung ; Klimatologie
    Abstract: Introduction: Apprehending climate change 1. Climate and culture in Enlightenment thought 2. The great climate debate in colonial and early America 3. Privilieged positions: The expansion of observing systems 4. Climate discourse transformed 5. Joseph Fourier's theory of terrestrial temperatures 6. John Tyndall, Svante Arrhenius, and early research on carbon dioxide and climate 7. T.C. Chamberlin and the geological agency of the atmosphere 8. The climate determinism of Ellsworth Huntington 9. Global Warming? The early twentieth century 10. Global cooling, global warming: Historical dimensions Notes Bibliography Index.
    Abstract: Intro -- Contents -- Introduction: Apprehending Climate Change -- 1 Climate and Culture in Enlightenment Thought -- 2 The Great Climate Debate in Colonial and Early America -- 3 Privileged Positions: The Expansion of Observing Systems -- 4 Climate Discourse Transformed -- 5 Joseph Fourier's Theory of Terrestrial Temperatures -- 6 John Tyndall, Svante Arrhenius, and Early Research on Carbon Dioxide and Climate -- 7 T. C. Chamberlin and the Geological Agency of the Atmosphere -- 8 The Climatic Determinism of Ellsworth Huntington -- 9 Global Warming? The Early Twentieth Century -- 10 Global Cooling, Global Warming: Historical Dimensions -- 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.
    Note: Description based on publisher supplied metadata and other sources
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  • 5
    ISBN: 9780773562806
    Language: English
    Pages: 1 online resource (184 pages)
    Parallel Title: Print version City of Farmers : Informal Urban Agriculture in the Open Spaces of Nairobi, Kenya
    Parallel Title: Erscheint auch als Freeman, Donald B. A city of farmers
    DDC: 306.34909676
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    Keywords: Stadt ; Stadtbevölkerung ; Schattenwirtschaft ; Landwirtschaft ; Lebensmittel ; Frau ; Electronic books ; local ; Urban agriculture ; Kenya ; Nairobi ; Statistics ; Urban agriculture ; Kenya ; Nairobi ; Electronic books ; Kenia ; Electronic books ; Electronic books
    Abstract: Urban agriculture, until now largely neglected, is of increasing economic significance in many African cities. Agriculture in the heart of the city is critical to the survival of very poor families and, especially, women and landless or unemployed rural migrants.
    Abstract: Intro -- Contents -- Maps -- Acknowledgments -- Preface -- Illustrations -- PART ONE: THE CONTEXT OF URBAN AGRICULTURE -- 1 The Lure of the City -- 2 Promises Unfulfilled: Life in the Urban Informal Sector -- 3 Open Spaces and Colonial Views: The Early Years in Nairobi -- 4 Open Space in the "City Beautiful": Nairobi as a Modern, Planned Capital -- PART TWO: KENYA'S URBAN FARMERS AND THEIR GARDENS -- 5 Urban Food Production and Consumption in Six Kenyan Municipalities -- 6 City Dwellers with Farming Backgrounds: Nairobi's Urban Cultivators -- 7 Inner City Farmers and Suburban Cultivators: A Comparison -- 8 Urban Farmland: Questions of Ownership -- 9 The Role of Women Cultivators -- 10 Maize, Beans, and What Else? Cultivation Practices of Nairobi's Urban Farmers -- 11 Harsh Realities: Impediments and Problems of Urban Agriculture -- PART THREE: THE SIGNIFICANCE OF URBAN AGRICULTURE -- 12 The Importance of Open-Space Farming to Urban Families -- 13 The Importance of Urban Agriculture to the Community and the Nation -- Appendix I: The 1987 York-Kenyatta University Survey -- Appendix 2: Statistical Tables -- Glossary of Kiswahili Terms -- Bibliography -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- Q -- R -- S -- T -- U -- V -- W -- Y -- Z.
    Note: Description based on publisher supplied metadata and other sources
    URL: Volltext  (lizenzpflichtig)
    URL: Volltext  (lizenzpflichtig)
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