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  • London : Routledge, Taylor & Francis Group  (6)
  • Boston, MA : Safari
  • Electronic books  (7)
  • Zeitschriften zur Ethnologie
  • Geography  (7)
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Material
Language
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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
    London : Routledge, Taylor & Francis Group
    ISBN: 9781000368161
    Language: English
    Pages: 1 Online-Ressource (x, 269 Seiten) , Illustrationen
    Edition: Third edition
    Parallel Title: Erscheint auch als Anderson, Jon, 1973 - Understanding cultural geography
    DDC: 304.2
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    Keywords: Electronic books ; Lehrbuch ; Anthropogeografie
    Note: Description based on publisher supplied metadata and other sources
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  • 3
    Online Resource
    Online Resource
    London : Routledge, Taylor & Francis Group
    ISBN: 9781000190618
    Language: English
    Pages: 1 Online-Ressource (xiv, 119 Seiten)
    Parallel Title: Erscheint auch als Myadar, Orhon Mobility and displacement
    DDC: 951.7
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    Keywords: Electronic books ; Mongolia ; Mongolei ; Nomadismus ; Identität ; Postkolonialismus ; Geschichte
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  • 4
    Online Resource
    Online Resource
    London : Routledge, Taylor & Francis Group | London : Taylor & Francis Group
    ISBN: 9781317272243
    Language: English
    Pages: 1 Online-Ressource (xxiii, 438 Seiten) , Illustrationen, Diagramme
    Series Statement: Routledge international handbooks
    DDC: 304.8
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    Keywords: Klimaänderung ; Migration ; Electronic books ; Aufsatzsammlung ; Electronic books ; Handbook
    Note: Literaturangaben , Description based on publisher supplied metadata and other sources
    URL: Volltext  (Clickheretoview)
    URL: Volltext  (URL des Erstveröffentlichers)
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  • 5
    Online Resource
    Online Resource
    London : Routledge, Taylor & Francis Group
    ISBN: 9781315302959 , 9781315302942 , 9781315302928
    Language: English
    Pages: 1 Online-Ressource (x, 172 Seiten)
    Series Statement: Routledge research in culture, space and identity 6
    Parallel Title: Erscheint auch als Geographies of digital culture
    DDC: 302.231
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    Keywords: Geospatial data Social aspects ; Digital media Social aspects ; Geographic information systems Social aspects ; Human geography ; Electronic books ; Digital media ; Social aspects ; Geographic information systems ; Social aspects ; Geospatial data ; Social aspects ; Human geography ; Digitale Revolution ; Geografie
    Abstract: Geographies of digital culture: an introduction / Tilo Felgenhauer and Karsten Gäbler -- Telegraphy and global space / Roland Wenzlhuemer -- Using social media as big data source for research : the example of ambient geospatial information (AGI) in tourism geography / Michael Bauder -- Regionalization revisited : mediatization of translocal social practices and the spatial reconfiguration of life in rural-urban Bangladesh / Harald Sterly -- The everyday reality of a digitalizing world : driving and geocaching / Mike Duggan -- The emerging hegemony of cybernetic class n realities : the non-place of Generation Z / Paul Montuoro and Margaret Robertson -- From map-reading to geobrowsing : methodological reconsiderations for geomedia / Pablo Abend -- Digital divides in the 21st century United States / Barney Warf -- The diffusion of information technologies in the Brazilian banking system and the indebtedness of low-income population / Fabio Bertioli Contel -- Digital health mapping : big data utilization and user involvement in public health surveillance / Annika Richterich.
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  • 6
    Online Resource
    Online Resource
    London : Routledge, Taylor & Francis Group
    ISBN: 9781000528541
    Language: English
    Pages: 1 online resource (xiii, 365 Seiten)
    Series Statement: Key Ideas in Geography Ser
    Parallel Title: Erscheint auch als Merriman, Peter Space
    DDC: 304.2
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    Keywords: Space-Social aspects ; Space-Philosophy ; Spatial behavior ; Space perception ; Geometry ; Electronic books
    Abstract: Space is the first accessible text which provides a comprehensive examination of approaches that have crossed between such diverse fields as philosophy, physics, architecture, sociology, anthropology, and geography.
    Abstract: Cover -- Endorsement -- Half Title -- Series Information -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- Figures -- Boxes -- Acknowledgements -- 1 Introduction -- The Voice of Space -- Defining Space and Spatiality -- A User's Guide to Space -- Notes -- Further Reading -- 2 Genealogies of Western Spatial Thinking -- Early Spatial Theories -- Modern European Spatial Thinking -- Space, Space-Time, and Relativity -- Spacetime, the Humanities, and the Social Sciences -- Conclusions -- Notes -- Further Reading -- 3 Geometric and Arithmetic Spaces -- Measuring, Calculating, and Classifying Spaces -- The Birth of Geometry? -- Applied Geometry -- Modern Geometric Spaces -- Cartesian Coordinates, Absolute Space, and Newtonian Mechanics -- N-Dimensional Spaces and Non-Euclidean Geometry -- Spatial Sciences and the Social Sciences -- Social Physics, 'Gravity' Models, and Spatial Relations -- Spatial Science and the Quantitative Revolution in Human Geography -- Space-Time Modelling, Plastic Space, and Topology -- Critiques of Spatial Science -- Conclusions -- Notes -- Further Reading -- 4 Psy-Spaces and Spatialities -- Psychology and Space: Perception, Behaviour, and Cognition -- Physiology, Psychology, and Spaces of Perception -- Behaviour, Cognition, and Space -- Developmental Psychology and Spatial Cognition -- Experimental Psychology, Psychiatry, and 'Personal Space' -- Ecological Psychology and J.J. Gibson -- Psychoanalysis, Psychotherapy, and Space -- Neurodiversity, and the Construction of Normal and Abnormal Spatialities -- Delusional Spatialities -- Phobias and Compulsive Spatial Practices -- Neurodiversity and Autistic 'Worlding' -- Conclusions -- Notes -- Further Reading -- 5 Phenomenological and Existential Spatialities -- Being-in-the-World: Explorations in Human Spatialities and Lived Spaces.
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  • 7
    Online Resource
    Online Resource
    London : Routledge, Taylor & Francis Group
    ISBN: 9780203392089
    Language: English
    Pages: 1 Online-Ressource (ix, 308 Seiten) , Illustrationen, Diagramme, Karten
    Series Statement: Housing and society series
    Parallel Title: Erscheint auch als Gentrification in a global context
    DDC: 305.5
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    Keywords: Gentrification Social aspects ; Gentrification Case studies ; Social classes ; Sociology, Urban ; Gentrification Social aspects ; Gentrification Case studies ; Social classes ; Sociology, Urban ; Electronic books ; Electronic books ; Gentrifizierung ; Stadtentwicklung
    Note: Includes index
    URL: Volltext  (lizenzpflichtig)
    URL: Volltext  (lizenzpflichtig)
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