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  • London : Routledge  (344)
  • Birmingham, UK : Packt Publishing  (171)
  • Gesellschaft  (186)
  • Machine learning  (171)
  • Großbritannien  (170)
Material
Language
  • 1
    Online Resource
    Online Resource
    Birmingham, UK : Packt Publishing
    ISBN: 9781835087695
    Language: English
    Pages: 1 online resource (374 pages) , illustrations
    Edition: Second edition.
    DDC: 518.0285/536
    Keywords: MATLAB ; Machine learning ; Computer programming
    Abstract: Master MATLAB tools for creating machine learning applications through effective code writing, guided by practical examples showcasing the versatility of machine learning in real-world applications Key Features Work with the MATLAB Machine Learning Toolbox to implement a variety of machine learning algorithms Evaluate, deploy, and operationalize your custom models, incorporating bias detection and pipeline monitoring Uncover effective approaches to deep learning for computer vision, time series analysis, and forecasting Purchase of the print or Kindle book includes a free PDF eBook Book Description Discover why the MATLAB programming environment is highly favored by researchers and math experts for machine learning with this guide which is designed to enhance your proficiency in both machine learning and deep learning using MATLAB, paving the way for advanced applications. By navigating the versatile machine learning tools in the MATLAB environment, you'll learn how to seamlessly interact with the workspace. You'll then move on to data cleansing, data mining, and analyzing various types of data in machine learning, and visualize data values on a graph. As you progress, you'll explore various classification and regression techniques, skillfully applying them with MATLAB functions. This book teaches you the essentials of neural networks, guiding you through data fitting, pattern recognition, and cluster analysis. You'll also explore feature selection and extraction techniques for performance improvement through dimensionality reduction. Finally, you'll leverage MATLAB tools for deep learning and managing convolutional neural networks. By the end of the book, you'll be able to put it all together by applying major machine learning algorithms in real-world scenarios. What you will learn Discover different ways to transform data into valuable insights Explore the different types of regression techniques Grasp the basics of classification through Naive Bayes and decision trees Use clustering to group data based on similarity measures Perform data fitting, pattern recognition, and cluster analysis Implement feature selection and extraction for dimensionality reduction Harness MATLAB tools for deep learning exploration Who this book is for This book is for ML engineers, data scientists, DL engineers, and CV/NLP engineers who want to use MATLAB for machine learning and deep learning. A fundamental understanding of programming concepts is necessary to get started.
    Note: Includes index
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  • 2
    Book
    Book
    London : Routledge
    ISBN: 9781032305233
    Language: English
    Pages: x, 254 Seiten
    Series Statement: Classical and contemporary social theory
    DDC: 302
    RVK:
    Keywords: Gefühl ; Gesellschaft
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  • 3
    ISBN: 9780367553173 , 9780367553197
    Language: English
    Pages: xiii, 299 Seiten
    Series Statement: ICLARS series on law and religion
    Parallel Title: Erscheint auch als Duddington, John The church and employment law
    DDC: 344.4101
    Keywords: Religious institutions Employees ; Legal status, laws, etc ; Church employees Legal status, laws, etc ; Clergy Legal status, laws, etc ; Großbritannien ; Arbeitsrecht ; Kirche ; Arbeitnehmer ; Rechtsstellung
    Abstract: "This book examines the current law on the employment status of ministers of religion and suggests reforms in this area of the law to meet the need for ministers to be given a degree of employment protection. The work considers the constant theme in Christian history that the clergy should not be subject to the ordinary courts and asks whether this is justified with the growth of areas such as employment law. The work questions whether it is possible to arrive at a satisfactory definition of who is a minister of religion and, along with this, who would be the employer of the minister if there was a contract of employment. Taking a comparative perspective, it evaluates the case law on the employment status of Christian and non-Christian clergy and assesses whether this shows any coherent theme or line of development. The work also considers the issue of ministerial employment status against the background of the autonomy of churches and other religious bodies from the State, together with their ecclesiology. The book will be of interest to academics and researchers working in the areas of law and religion, employment law and religious studies, together with both legal practitioners and human resources practitioners in these areas"--
    Description / Table of Contents: Volunteers -- Religious workers -- The clergy as ministers of religion -- Employment status of the clergy : a comparative perspective -- How can the employment relationship between a member of the clergy and their religious body be analysed? -- The legal status of the clergy under employment law as employees and workers -- The autonomy of religious bodies -- The perspectives of churches on the legal status of the clergy and other religious workers -- A solution? : potential reforms to achieve a degree of employment protection for clergy and other religious workers.
    Note: Includes bibliographical references and index
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  • 4
    ISBN: 9781032124773 , 9781032124797
    Language: English
    Pages: ix, 221 Seiten
    Series Statement: Routledge critical perspectives on equality and social justice in sport and leisure
    Parallel Title: Erscheint auch als Ekholm, David Sport As Social Policy
    DDC: 306.4/83
    Keywords: Sports Social aspects ; Social policy ; Social isolation Prevention ; Crime prevention ; Sports and state ; Soccer Social aspects ; Social isolation Prevention ; Crime prevention ; Sports and state ; Sweden Social policy ; Sport ; Fußball ; Stadt ; Gesellschaft ; Soziale Kontrolle
    Abstract: "This book analyses the increasing use of sport in European and Western welfare states as a tool of social policy and its promotion as a solution to social problems. Drawing on cutting edge research into Midnight Football in Sweden and exploring other community sport programs including Midnight Basketball in the US, this book shines new light on broader social transformations regarding urban segregation and social exclusion, social policy and the governing of welfare and social policy. Midnight football is a sports-based intervention targeting social inclusion and crime prevention in young people aged 12 to 25 in Sweden. The book takes a close look at its organization, pedagogy and potential outcomes, drawing important conclusions for how sport can and should be used in social development. It also offers new perspectives on how sport and the lives of young people intersect with and shape broader shifts in welfare and social policy in Western states, shifts that are manifested in increased inequality, social polarization, and profound changes in urban geographies. This is fascinating reading for anybody with an interest in the relationships between sport and wider society, or in sport development, sport policy, social policy, public policy or youth and social work"--
    Description / Table of Contents: Preface -- Introduction -- Interventions -- Midnight football -- Urban periphery -- Civil society -- Neo-philanthropy -- Social control -- Integration -- Modelling -- Discipline -- Empowerment -- Desire -- Conclusion
    Note: Includes bibliographical references and index
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  • 5
    ISBN: 9781804613788 , 1804613789 , 9781804610541
    Language: English
    Pages: 1 online resource (398 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Machine learning ; Computer programming ; Python (Langage de programmation) ; Apprentissage automatique ; Programmation (Informatique) ; computer programming
    Abstract: Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labeling Key Features Generate labels for regression in scenarios with limited training data Apply generative AI and large language models (LLMs) to explore and label text data Leverage Python libraries for image, video, and audio data analysis and data labeling Purchase of the print or Kindle book includes a free PDF eBook Book Description Data labeling is the invisible hand that guides the power of artificial intelligence and machine learning. In today's data-driven world, mastering data labeling is not just an advantage, it's a necessity. Data Labeling in Machine Learning with Python empowers you to unearth value from raw data, create intelligent systems, and influence the course of technological evolution. With this book, you'll discover the art of employing summary statistics, weak supervision, programmatic rules, and heuristics to assign labels to unlabeled training data programmatically. As you progress, you'll be able to enhance your datasets by mastering the intricacies of semi-supervised learning and data augmentation. Venturing further into the data landscape, you'll immerse yourself in the annotation of image, video, and audio data, harnessing the power of Python libraries such as seaborn, matplotlib, cv2, librosa, openai, and langchain. With hands-on guidance and practical examples, you'll gain proficiency in annotating diverse data types effectively. By the end of this book, you'll have the practical expertise to programmatically label diverse data types and enhance datasets, unlocking the full potential of your data. What you will learn Excel in exploratory data analysis (EDA) for tabular, text, audio, video, and image data Understand how to use Python libraries to apply rules to label raw data Discover data augmentation techniques for adding classification labels Leverage K-means clustering to classify unsupervised data Explore how hybrid supervised learning is applied to add labels for classification Master text data classification with generative AI Detect objects and classify images with OpenCV and YOLO Uncover a range of techniques and resources for data annotation Who this book is for This book is for machine learning engineers, data scientists, and data engineers who want to learn data labeling methods and algorithms for model training. Data enthusiasts and Python developers will be able to use this book to learn data exploration and annotation using Python libraries. Basic Python knowledge is beneficial but not necessary to get started.
    Note: Includes index
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  • 6
    Online Resource
    Online Resource
    London : Routledge | London : Taylor & Francis Group
    ISBN: 9781003311836
    Language: English
    Pages: 1 Online-Ressource (x, 180 Seiten)
    Series Statement: Critiques and alternatives to capitalism
    DDC: 303.4
    RVK:
    Keywords: Marxismus ; Wirtschaft ; Zwang ; Gesellschaft ; Critical theory ; Socialism ; Economics Political aspects
    Abstract: "This book explores a variety of interconnected themes central to contemporary Marxist theory and its further development as a critical social theory. Championing the critique of political economy as a critical theory of society and rejecting Marxian economics as a contradiction in terms, it argues instead that economic categories are perverted social categories, before identifying the sheer unrest of life - the struggle to make ends meet - as the negative content of the reified system of economic objectivity. With class struggle recognised as the negative category of the cold society of capitalist wealth, which sees in humanity a living resource for economic progress, the author contends that the critique of class society finds its rational solution in the society of human purposes, that is, the classless society of communist individuals. A theoretically sophisticated engagement with Marxist thought, A Critical Theory of Economic Compulsion will appeal to scholars of social and political theory with interests in critical theory and post-capitalist imaginaries"--...
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  • 7
    ISBN: 9781003331384 , 1003331386 , 9781000829587 , 1000829588 , 9781000829693 , 1000829693
    Language: English
    Pages: 1 Online-Ressource , illustrations
    DDC: 363.348068
    RVK:
    Keywords: Geschichte 1177 v. Chr.- ; Gesellschaft ; Katastrophe ; Theorie ; Soziale Ungleichheit ; Sozialordnung ; Gewalt ; Klimaänderung ; Disasters History ; Emergency management History ; Emergency management Decision making ; Social systems History ; POLITICAL SCIENCE / Globalization ; SOCIAL SCIENCE / Disasters & Disaster Relief
    Abstract: As our society confronts the impacts of globalization and global systemic risks⁰́₄such as financial contagion, climate change, and epidemics⁰́₄what can studies of the past tell us about our present and future? How Worlds Collapse offers case studies of societies that either collapsed or overcame cataclysmic adversity. The authors in this volume find commonalities between past civilizations and our current society, tracing patterns, strategies, and early warning signs that can inform decision-making today. While today⁰́₉s world presents unique challenges, many mechanisms, dynamics, and fundamental challenges to the foundations of civilization have been consistent throughout history⁰́₄highlighting essential lessons for the future.
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  • 8
    ISBN: 9781032324173 , 9781032324180
    Language: English
    Pages: viii, 214 Seiten , Illustrationen , 25 cm
    Series Statement: Advances in urban sustainability
    Parallel Title: Erscheint auch als Wagner, Christiane Visualizations of urban space
    DDC: 307.76
    RVK:
    RVK:
    Keywords: City planning ; Art and cities ; Sociology, Urban ; Aesthetics Social aspects ; Städtebau ; Kunst ; Design ; Stadt ; Gesellschaft ; Öffentlicher Raum ; Digitale Revolution
    Abstract: "This book explores environments where art, imagination, and creative practice meet urban spaces at the point where they connect to the digital world. It investigates relationships between urban visualizations, aesthetics, and politics in the context of new technologies, and social and urban challenges toward the Sustainable Development Goals. Responding to questions stemming from critical theory, the book focuses on an interdisciplinary actualization of technological developments and social challenges. It demonstrates how art, architecture, and design can transform culture, society, and nature through artistic and cultural achievements, integration, and new developments. The book begins with the theoretical framework of social aesthetics theories before discussing global contemporary visual culture and technological evolution. Across the twelve chapters, it looks at how architecture and design play significant roles in causing and solving complex environmental transformations in the digital turn. By fostering transdisciplinary encounters between architecture, design, visual arts, and cinematography, this book presents different theoretical approaches to how the arts' interplay with the environment responds to the logic of the constructions of reality. This book will appeal to scholars, researchers, and upper-level students in aesthetics, philosophy, visual cultural studies, communication studies, and media studies with a particular interest in socio-political and environmental discussions"--
    Description / Table of Contents: Foreword / by Morton Schoolman -- Cultural Images: Real and Imagined Experiences -- Urban Space and Collective Consciousness -- The Arts and Traces of the Ideal City -- Democratization of Art and Culture -- Visual Media Effects -- Urban Resilience: Toward Postcolonial Aesthetics -- Sociopolitical Facts, Art, and Technology -- Technicization and Aestheticization of Social and Urban Structures -- The Urban Image in Motion and Connection -- The Arts' Function: Social Inclusion and Sustainability -- Designing for Sustainability -- Aesthetic, Social, and Urban Solutions for a New World View.
    Note: Literaturangaben und Index
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  • 9
    ISBN: 9780367506247
    Language: English
    Pages: xi, 204 Seiten , Illustrationen, 1 Karte , 24 cm
    Edition: First issued in paperback
    Series Statement: Mass violence in modern history
    DDC: 303.6
    Keywords: Violence ; Violence Social aspects ; Communities Social aspects ; Aufsatzsammlung ; Kulturgut ; Zerstörung ; Gewalt ; Gesellschaft ; Episteme
    Abstract: This volume brings together leading sociologists and anthropologists to break new ground in the study of cultural violence. First sketched in Raphael Lemkin's seminal writings on genocide, and later systematically defined by peace studies scholar Johan Galtung, the concept of cultural violence seeks to explain why and how language, symbols, rituals, practices, and objects are so frequently in the crosshairs of socio-political change. Recent conflicts in the Middle East, Africa, and Central Asia, along with renewed public interest in the repertoire of violence applied to the control and erasure of indigenous populations, highlights the gaps in our understanding of why cultural violence occurs, what it consists of, and how it relates to other forms of collective violence.
    Note: Literaturangaben, Register , Originally published: 2020 , Definitions and parameters , The genocidal pressures on indigenous peoples : capitalism's cultural and environmental violence , Raphaël Lemkin : genocide, cultural violence, and community destruction , Linguistic genocide , Epistemological dimensions , The interconnected histories of South African and American sociology : knowledge in the service of colonial violence , Jerusalem and violence : the transformation of secular and sacred interpretations , Monumental destruction and ontological violence in the Islamic State , Spatial and material dimensions , Community destruction, museum collections and the work of resilience , Tahrir, and the many faces of violence in the Egyptian revolution , An unraveling landscape : Harput and Mezre during Turkey's transition from empire to republic
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  • 10
    ISBN: 9780367688486 , 9780367644574 , 0367688484
    Language: English
    Pages: xv, 282 Seiten , Illustrationen , 24 cm
    Series Statement: Routledge research in museum studies
    Parallel Title: Erscheint auch als Museums, Societies and the Creation of Value
    DDC: 069
    RVK:
    Keywords: Aufsatzsammlung ; Museum ; Gesellschaft ; Bewertung ; Geschichte 2000-2022
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  • 11
    ISBN: 9781032146485 , 9781032146553
    Language: English
    Pages: X, 147 Seiten , Illustrationen, Karten
    Series Statement: Routledge culture, society, business in East Asia series
    Parallel Title: Erscheint auch als Segawa, Masahisa, 1957- Ancestral genealogies in modern China
    DDC: 306.83
    Keywords: Patrilineal kinship ; Patrilineal kinship ; Genealogy Social aspects ; Genealogy Social aspects ; Genealogy Societies, etc ; Genealogy Societies, etc ; China ; Hongkong ; Abstammung ; Ahnen ; Ahnenkult ; Genealogie ; Verwandtschaftssystem ; Gesellschaft
    Abstract: History of the research on Chinese lineages -- Historical background of Sheung Tin and Lee lineage -- Development and segmentation of Lee lineage -- Ancestral rituals and identity of Lee lineage -- Revival of the lineage in Mainland China -- Lineages as cultural and political resources -- Social functions of the written genealogical books.
    Abstract: "This book explores the remarkable phenomenon of Chinese lineages - groups of people connected through patrilineal kinship ties, which have existed for centuries in China and which are currently undergoing significant revival after being suppressed in many parts of China during the cultural revolution period. The book considers how lineages and the associated networks and membership associations have developed, surveys how lineages have been studied by anthropologists and others over time in different ways, and discusses the important social functions of lineages in contemporary Hong Kong and mainland China"--
    Note: Includes bibliographical references and index
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  • 12
    ISBN: 9780367673239
    Language: English
    Pages: xii, 336 Seiten , Illustrationen
    Parallel Title: Äquivalent
    Parallel Title: Electronic version Framing the Polish Family in the Past
    DDC: 306.094380904
    RVK:
    RVK:
    Keywords: Geschichte 1500-1945 ; Sozialgeschichte 1500-1945 ; Familie ; Adel ; Juden ; Gesellschaft ; Bauer ; Bürgertum ; Familienrecht ; Polen-Litauen ; Polen ; Families / Poland / History ; Familles / Pologne / Histoire ; Families ; Historiography ; Manners and customs ; Social conditions ; Poland / Historiography ; Poland / Social life and customs ; Poland / Social conditions ; Pologne / Mœurs et coutumes ; Pologne / Conditions sociales ; Poland ; History ; Aufsatzsammlung
    Abstract: This volume shows how families in different contexts - noble, urban, legal, religious - and across different periods of history from the late Middle Ages to the modern era, shaped the Polish-Lithuanian Commonwealth and its successor states, pre-partitioned and post-partitioned Poland. Contributors draw on a diverse range of different sources including rural and urban court registers, church registers, and population surveys to examine the economic bases of families as well as marital and family conflicts. The sources and the applied research methods enable contributors to characterize families led not only by men but also by single women. New research methods employed include approaches to family structures drawn from sociology, such as life-cycle and life-course analysis, as well as anthropological methods to reconstruct kinship in communities. Spanning several centuries, and from the river Oder to the Black Sea, the Baltic, Lithuania, Belarus and the Ukrainian borderlands, this volume is a major contribution to the historiography on East Central Europe, a region still too often omitted from histories of Europe. Framing the Polish Family in the Past will appeal to researchers and students alike in Polish and Lithuanian History and Medieval and Early Modern Society and Culture
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  • 13
    ISBN: 9780367720568 , 9780367722159
    Language: English
    Pages: x, 220 Seiten
    Parallel Title: Erscheint auch als Renton, Dave, 1972- Labour's antisemitism crisis
    DDC: 305.892/4041
    RVK:
    Keywords: Labour Party (Great Britain) ; Antisemitism Political aspects ; Right and left (Political science) ; Great Britain Politics and government 2007- ; Livingstone, Ken 1945- ; Corbyn, Jeremy 1949- ; Antisemitismus ; Labour Party ; Großbritannien ; Antizionismus ; Antisemitismus ; Die Linke
    Abstract: "Between 2015 and 2020 the Labour Party was riven by allegations that the party had tolerated antisemitism. For the Labour right, and some in the media, the fact that such allegations could be made was proof of a moral collapse under Jeremy Corbyn's leadership. Sections of the left meanwhile, sought to resist the accusations by claiming that the numbers of people accused of racism were few, that the allegations were an orchestrated attack, and that those found guilty were excluded from the party. This important book by one of Britain's leading historians of anti-fascism gives a more detailed account than any yet published of what went wrong in Labour. Renton rejects those on the right who sought to exploit the issue for factional advantage. He also criticises those of his comrades on the left who were ignorant about what most British Jews think and demonstrated a willingness to antagonise them. This book will appeal to anyone who cares about antisemitism or left-wing politics"--
    Note: Includes bibliographical references and index
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  • 14
    ISBN: 9781032052281 , 9781032052274
    Language: English
    Pages: xxvii, 602 Seiten , Illustrationen, Diagramme
    Parallel Title: Erscheint auch als
    RVK:
    RVK:
    RVK:
    Keywords: Ethnologie ; Anthropologie ; Sozialanthropologie ; Gesellschaft ; Entwicklung ; Soziale Evolution ; Umweltveränderung ; Entwicklungsbiologie ; Umweltwahrnehmung ; Ökologische Psychologie ; Humanökologie ; Technologie ; Anthropology / Philosophy ; Human ecology / Philosophy ; Psychology ; Social evolution ; Philosophie
    Note: Literaturverzeichnis Seite [559]-585
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  • 15
    ISBN: 9781032146263 , 9781032146256
    Language: English
    Pages: 164 Seiten , Illustrationen
    DDC: 303.3
    Keywords: Außenhandel ; Soziale Gerechtigkeit ; Sozialer Wandel ; USA ; Großbritannien
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  • 16
    ISBN: 9780367440961
    Language: English
    Pages: viii, 315 Seiten , Illustrationen
    Series Statement: Routledge studies in cultural history
    DDC: 398.20941
    RVK:
    RVK:
    RVK:
    Keywords: Nation ; Volkskultur ; Großbritannien ; Irland
    Note: Includes bibliographical references and index.
    URL: Cover  (lizenzpflichtig)
    URL: Cover  (lizenzpflichtig)
    URL: Cover  (lizenzpflichtig)
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  • 17
    ISBN: 9780815347163 , 0815347162
    Language: English
    Pages: xxii, 184 Seiten , Illustrationen , 24 cm
    Series Statement: Routledge research in education
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als Lowe, Roy Schooling and social change since 1760
    DDC: 306.43209042
    Keywords: Geschichte 1760-2020 ; Education Social aspects ; History ; Schule ; Bildung ; Sozialer Wandel ; Education ; Social aspects ; Informational works ; History ; Informational works ; Großbritannien ; England
    Abstract: Schooling and Social Change in England since 1760 offers a powerful critique of the situation of British education today and shows the historical processes that have helped generate the crisis confronting policymakers and practitioners at the present time. The book identifies the key phases of economic and social change since 1760 and shows how the education system has played a central role in embedding, sustaining and deepening social distinctions in Britain. Covering the whole period since the first industrialization, it gives a detailed account of the development of a deeply divided education system that leads to quite separate lifestyles for those from differing backgrounds. The book develops arguments of inequalities through a much-needed account of the changes in education. This book will be of great interest for academics, scholars and post-graduate students in the field of history of education and education politics. It will also appeal to administrators, teachers and policy makers, especially those interested in the historical development of schooling
    Note: Includes bibliographical references and index
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  • 18
    ISBN: 9780367429386 , 9780367684792
    Language: English
    Pages: viii, 291 Seiten
    Series Statement: Routledge studies in Asian behavioural sciences
    Parallel Title: Erscheint auch als Cheung, Chau Kiu Jacky Happiness and well-being in Chinese societies
    DDC: 306.0951
    Keywords: Well-being ; Well-being ; Happiness ; Happiness ; Quality of life ; Quality of life ; China Social life and customs ; China ; Gesellschaft ; Glück ; Wohlbefinden
    Abstract: "This book addresses the sustainability of happiness and well-being in Chinese societies. It starts by introducing the various conceptions of well-being, particularly in Chinese sociocultural context. The book then proceeds with the examination of the sustainability of well-being by scrutinizing the effects of sociocultural contextual and personal factors on well-being. The contextual factors are the aggregates or averages of personal factors at the contextual levels of the region and college in Mainland China, its special administrative region, and Taiwan. These factors cover personality traits, strengths, orientations, beliefs, values, and idolizing. By bringing together empirical studies and theoretical perspectives applied to Chinese societies, this book offers researchers in social science and humanities a valuable reference work on happiness and well-being in Chinese societies"--
    Note: Includes bibliographical references and index
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  • 19
    ISBN: 9780367863104 , 9780367700515
    Language: English
    Pages: XI, 195 Seiten
    Series Statement: Routledge contemporary Africa
    DDC: 306.096891
    Keywords: Gesellschaft ; Soziale Situation ; Krise ; Wirtschaftliche Lage ; Wirtschaftskrise ; Simbabwe ; Aufsatzsammlung
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  • 20
    ISBN: 9780367677053 , 9780367711238
    Language: English
    Pages: xvi, 197 Seiten
    Parallel Title: Erscheint auch als Dawn, Ranjita Social model of disability in India
    DDC: 305.9/080954
    Keywords: People with disabilities ; Sociology of disability ; Indien ; Behinderter Mensch ; Behinderter Mensch ; Gesellschaft ; Literatur ; Film
    Abstract: Sameness and Difference: Transcending the Gap -- Disability and Representation -- Disability, Religion and Culture -- From Dosti to Margarita with A Straw: Representation of Disability in Indian -- Cinema -- Disability, Children Literature and other Narratives -- "Disability Communication": Media Ecology and Disability -- Identities Embedded in Our Bodies: Gendered Constructions at Work -- Accessibility to Education and Disability: Challenging the Ableist Structures -- "Our Identity, Our Voice": The Evolving Face of Disability.
    Abstract: "This book presents various paradigms and debates on the diverse issues concerning disability in India from a sociological perspective. It studies disability in the context of its relationship with concepts such as culture/religion, media, literature, and gender to address the inherent failures in challenging prevalent stereotypical and oppressive ideologies. It traces the theological history of disability and studies the present-day universalized social notions of disablement. The volume challenges the predominant perception of disability being only a medical or biological concern and provides deeper insight into the impact of representation through an analysis of the discourse and criteria for 'normalcy' in films from the nineteenth and twentieth centuries. It analyzes the formation of perspectives through a study of representation of disability in print media, especially children's literature, comics, and graphic novels. The author also discusses the policies and provisions available in India for students with disabilities, especially women who have to also contend with gender inequality and gender-based discrimination. The book will be of interest to scholars and researchers of disability studies, educational psychology, special education, sociology, gender studies, politics of education, and media ecology. It will also be useful for educationalists, NGOs, special educators, disability specialists, media and communication professionals, and counsellors"--
    Note: Includes bibliographical references and index
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  • 21
    ISBN: 9780367516819
    Language: English
    Pages: xvii, 229 Seiten , Illustrationen
    Series Statement: Routledge studies in Asian diasporas, migrations and mobilities 5
    Series Statement: Routledge studies in Asian diasporas, migrations and mobilities
    Parallel Title: Erscheint auch als Belford, Nish Asian Women, Identity and Migration
    Parallel Title: Erscheint auch als Asian women, identity and migration
    DDC: 305.48/8914041
    Keywords: Women, East Indian Social conditions ; Women, East Indian Social conditions ; East Indians Social conditions ; East Indians Social conditions ; Women, East Indian Ethnic identity ; Women, East Indian Race identity ; East Indian diaspora ; Transnationalism ; Immigrants Social conditions ; Immigrants Social conditions ; Aufsatzsammlung ; Australien ; Großbritannien ; Südasiatin ; Soziale Identität ; Diaspora
    Abstract: "This book explores the influence which education and migration experiences have on women of Indian origin in Australia and the United Kingdom when (re)-negotiating their identities. The intersections of migration and transnationalism are critically examined through multiple theoretical lenses across three thematic domains encompassing socio-historical discourses, postcolonial theory, theories on intersectionality and interceptionality, emotional reflexivity and affects. In doing so, the book highlights the ambiguities around gendered access and equity to education, migration experiences, the acculturation process, dilemmas surrounding transnationality and negotiation of identities, belonging and struggles inherent in simultaneously maintaining ties with home and new social fields. Chapters highlight the practical, methodological, and substantive aspects of affective dimensions and voice with a critical understanding of different tensions, challenges, complexities and conflicts underlining the stories. The book raises the question of voice and agency in advocating emotion-based writing in recalibrating conditions representing gendered subjective multivocality of women in breaking silences. Presenting non-Western perspectives through fragmented and often marginalised accounts within transnational and global spaces, this book will be of interest to researchers in the fields of Sociology, Gender Studies, Migration, Transnational and Diaspora studies, Sociology of Education, Feminist Studies, Cultural Studies, Literature and Cultural Geographies"--
    Note: Includes bibliographical references and index
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  • 22
    ISBN: 9780367684235
    Language: English
    Pages: xvi, 354 Seiten , Illustrationen , 24 cm
    Series Statement: Routledge advances in health and social policy
    Parallel Title: Erscheint auch als Inciting justice and progressive power
    DDC: 303.3/72
    Keywords: Social justice ; Labor movement ; Coalitions ; Cooperation ; United States Economic policy ; Citizen participation ; USA ; Stadt ; Gesellschaft ; Reform
    Abstract: "A progressive resurgence is happening across the United States. This book shows how long-lasting coalitions have built progressive power from the regional level on up. Anchored by the "think and act" affiliate organizations of the Partnership for Working Families (PWF) these regional power building projects are putting in place the vision, policy agenda, political savvy, and grassroots mobilization needed for progressive governance. Through six sections, the book explores how Partnership for Working Families projects are a core part of the defeat of the right-wing in states such as California; the challenge to corporate neoliberalism in traditionally "liberal" areas; and contests for power in such formally solid red states as Arizona, Georgia, and Colorado. This book considers how these PWF groups work on economic, racial and environmental justice challenges, equitable development, and other critical issues. It addresses how, at their core, they bring together labor, community, environmental, and faith-based organizations and the coalitions and campaigns that they developed have won and continue to win substantial victories for their communities. Inciting Justice and Progressive Power will be of interest to activists and concerned citizens looking to understand how lasting political change actually happens as well as all scholars and students of social work, urban geography, political sociology, community development, social movements and political science more broadly"--
    Note: Includes bibliographical references and index
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  • 23
    ISBN: 9780367725228 , 9780367725143
    Language: English
    Pages: xvi, 210 Seiten , Illustrationen
    Parallel Title: Erscheint auch als Williamson, Howard The milltown boys at sixty
    DDC: 305.5/6909429
    Keywords: Poor Longitudinal studies ; Poor men Case studies ; Großbritannien ; Armut ; Mann
    Abstract: "The Milltown Boys at Sixty is a story like no other, giving both an insider and an outsider view of the 'Milltown Boys', exploring the nature of an ethnographic relationship based on research about their experiences of the criminal justice system. A group classically labelled as delinquents, drug-takers and drop-outs, the Boys were also, in many different ways, fathers, friends and family men, differentially immersed in the labour market, in very different family relationships and now very differently connected to criminal activity. Williamson has written books capturing their experiences over the fifty years of his continued association with them: about their teenage years; and twenty years later, in middle-age. This book is about them as they pass the age of 60, providing a personal account of the relationship between Williamson and the Boys, and the distinctive - perhaps even controversial - research methodology that enabled the mapping of their lives. It provides a unique and detailed insight into the ways in which the lives of the Milltown Boys that started with such shared beginnings have unfolded in so many diverse and fascinating ways. These accounts will be of interest to the lay reader curious about the way others have managed (or failed to manage) their lives, the professional who works with those living, often struggling, on the wrong side of the tracks, and the academic researching and teaching about social exclusion, substance misuse, criminal justice transitions and the life course"--
    Note: Includes bibliographical references and index
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  • 24
    ISBN: 9780367628987 , 9780367628956
    Language: English
    Pages: xiii, 226 Seiten , Illustrationen
    Parallel Title: Erscheint auch als COVID-19 crisis
    Parallel Title: Erscheint auch als The COVID-19 crisis
    DDC: 362.1962/414
    Keywords: Coronavirus ; Gesellschaft ; Lockdown ; Gesundheitsversorgung ; Soziale Folgen ; Soziale Beziehungen ; Soziale Gruppe ; Soziale Ausgrenzung ; Australien ; EU-Staaten ; Großbritannien ; Neuseeland ; Nordamerika ; Südafrika ; COVID-19 (Disease) Social aspects ; Public health Social aspects ; Epidemics Social aspects ; Fallstudie ; Aufsatzsammlung ; COVID-19 ; Pandemie ; Krise ; Gesellschaft
    Abstract: "Since its emergence in early 2020, the COVID-19 crisis has affected every part of the world. Well beyond its health effects, the pandemic has wrought major changes in people's everyday lives as they confront restrictions imposed by physical distancing and consequences such as loss of work, working or learning from home and reduced contact with family and friends. This edited collection covers a diverse range of experiences, practices and representations across international contexts and cultures (UK, Europe, North America, South Africa, Australia and New Zealand). Together, these contributions offer a rich account of COVID society. They provide snapshots of what life was like for people in a variety of situations and locations living through the first months of the novel coronavirus crisis, including discussion not only of health-related experiences but also the impact on family, work and social life and leisure activities. The socio-material dimensions of quotidian practices are highlighted: death rituals, dating apps, online musical performances, fitness and exercise practices, the role of windows, healthcare work, parenting children learning at home, moving in public space as a blind person and many more diverse topics are explored. In doing so, the authors surface the feelings of strangeness and challenges to norms of practice that were part of many people's experiences, highlighting the profound affective responses that accompanied the disruption to usual cultural forms of sociality and ritual in the wake of the COVID outbreak and restrictions on movement. The authors show how social relationships and social institutions were suspended, re-invented or transformed while social differences were brought to the fore. At the macro-level, the book includes localised and comparative analyses of political, health system and policy responses to the pandemic and highlights the differences in representations and experiences of very different social groups, including people with disabilities, LGBTQI people, Dutch Muslim parents, healthcare workers in France and Australia, young adults living in Northern Italy, performing artists and their audiences, exercisers in Australia and New Zealand, the Latin cultures of Spain and Italy, Asian-Americans and older people in Australia. This volume will appeal to undergraduates and postgraduates in sociology, cultural and media studies, medical humanities, anthropology, political science and cultural geography."
    Note: Literaturangaben
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  • 25
    ISBN: 9781003026327
    Language: English
    Pages: 1 Online-Ressource (xi, 195 Seiten) , Illustrationen
    Series Statement: Routledge contemporary Africa series
    DDC: 306.096891
    Keywords: Gesellschaft ; Soziale Situation ; Krise ; Wirtschaftliche Lage ; Wirtschaftskrise ; Simbabwe ; Zimbabwe Social conditions 21st century ; Zimbabwe Economic conditions 1980- ; Zimbabwe Rural conditions ; Aufsatzsammlung ; Electronic books
    Abstract: "This book examines the everyday lives of ordinary Zimbabweans in the context of national crises in post-2000 Zimbabwe. Throughout the literature of Zimbabwean studies, a consideration of everyday lives has been limited to informal trading and rarely applied as an analytical framework, despite the importance of understanding crisis-living with reference to the specific character of national crises across the African continent. This edited volume is one of the first in its field to theorise everyday Zimbabwean lives within the context of crisis, with three central themes addressed: urban and rural lives; men, women and HIV; and along and beyond the border. Chapters incorporate topics from child marriage and sexual practices, to climate change and social accountability, encompassing a shift in focus from macro-structures to how farm labourers, students, child-brides and other ordinary people negotiate gender, class and social dynamics within a dominant order. The introductory chapter offers an innovative analytical framing for the empirical chapters which follow, each providing micro-studies based on original qualitative fieldwork by early-career Zimbabwean scholars. Everyday Crisis-Living in Contemporary Zimbabwe will appeal to students and scholars of sociology, anthropology and African Studies more broadly"--...
    Note: Includes bibliographical references and index
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  • 26
    ISBN: 9781138340299
    Language: English
    Pages: xvii, 262 Seiten
    Series Statement: ICLARS series on law and religion
    Parallel Title: Erscheint auch als Topidi, Kyriaki Law and religious diversity in education
    DDC: 344/.07
    Keywords: Religion in the public schools Law and legislation ; Religious minorities Legal status, laws, etc ; Multiculturalism Law and legislation ; Religion in the public schools Law and legislation ; Religion in the public schools L aw and legislation ; Religion in the public schools Law and legislation ; Großbritannien ; Israel ; Religionsunterricht ; Multikulturelle Gesellschaft ; Recht
    Abstract: The method : legal pluralism and comparative constitutional law : complementary methodology in the protection of religious difference -- The concepts : religious diversity within multicultural classrooms: religious freedom, education and equality -- The standards : interpreting the legal interaction of religious freedom, education and non-discrimination in international law -- Plural public education in Israel : for equal or different learners? -- Avoiding religion? : the question of religious identity conflicts in South African public education -- From tradition to modernity and back : religious diversity in English schools as a test-case for multicultural societies -- Negotiating religious identity in public classrooms legal empowerment through religious diversity in schools.
    Abstract: "Religion is a prominent legal force despite the premise constructed and promoted by Western constitutionalism that it must be separated from the State in democracies. Education constitutes an area of human life that leaves ample scope for the expression of religious identity and shapes the citizens of the future. It is also the place of origin of a considerable number of normative conflicts involving religious identity that arise today in multicultural settings. The book deals with the interplay of law and religion in education through the versatility of religious law, legal pluralism, as well as religion's possible adaptation and reconciliation with modernity, in order to consider and reflect on normative conflicts. It adopts the angle of the constitutional dimension of religion narrated in a comparative perspective and critically reflects on regulatory attempts by the state and the international community to promote new ways of living together"--
    Note: Includes bibliographical references and index
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  • 27
    Online Resource
    Online Resource
    London : Routledge
    ISBN: 9781000172300 , 9780429355486
    Language: English
    Pages: 1 Online-Ressource (239 Seiten)
    Series Statement: Routledge new religions
    Parallel Title: Erscheint auch als Cottrell-Boyce, Aidan Israelism in modern Britain
    DDC: 303.48/24105694
    Keywords: Electronic books ; Großbritannien ; Israelischer Einwanderer ; Israel
    Abstract: Cover -- Half Title -- Series -- Title -- Copyright -- Contents -- Introduction -- 1 What do British-Israelists believe? -- 2 A history of British-Israelism in the twentieth century -- 3 British-Israelism and the Jews -- 4 British-Israelism and the British Empire -- 5 British-Israelism and Ireland -- 6 British-Israelism and the state of Israel -- 7 British-Israelism and Russia -- 8 British-Israelism and the European Union -- Conclusion -- Select bibliography -- Index.
    Note: Description based on publisher supplied metadata and other sources
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  • 28
    ISBN: 9781138300835
    Language: English
    Pages: 108 Seiten , Illustrationen
    Parallel Title: Erscheint auch als Wincott, Abigail Growing heritage
    DDC: 306
    Keywords: Großbritannien ; Landwirtschaft ; Gemüse ; Frucht
    Abstract: This book is the first comprehensive critical analysis of the cultural politics of a new kind of British heritage discourse. Based on texts ranging from tweets to restaurant menus that tell the story of heritage vegetables, this book explores what it means to think about our food systems, and their future, through the lens of 'heritage'. From town hall seed swaps to restaurant menus and coffee table books, it has become hard in recent years for consumers to avoid the idea of 'heritage' fruit and vegetables. The British counterpart of North American heirlooms, their varied colours, strange shapes and endearing names are charming. Yet their proponents claim far more for them, arguing it is vital that we safeguard our crop heritage for global food security, social justice and consumer choice. This book examines how heritage fruits and vegetables are adopted to subvert corporate food production and take food back into our own hands, while supermarkets are eagerly adding them to their luxury ranges. The book also discusses the practice of heritage seeds being stored in secure facilities where most of the world's growers cannot reach them. Written in an accessible style, this book will appeal to those studying, and those interested in, food studies and food politics; heritage studies; geography and environmental studies; the sociology of consumption and cultural studies
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  • 29
    Book
    Book
    London : Routledge
    ISBN: 9781138492516 , 9781138492523
    Language: English
    Pages: xiii, 348 Seiten , Illustrationen
    Edition: Third edition
    Parallel Title: Erscheint auch als Tallon, Andrew Urban regeneration in the UK
    DDC: 307.3/4160941
    RVK:
    RVK:
    Keywords: City planning ; Urban policy ; Großbritannien ; Stadtsanierung
    Abstract: "The textbook provides a comprehensive and critical synthesis of urban regeneration in the UK incorporating key philosophies, approaches, policies, issues, debates and overall critiques from the 1940s up until the late 2010s. The central objective is to place the historical and contemporary regeneration agenda into context. The major changes to the new edition are that the urban agenda and changes to regeneration policies under the Coalition government/Conservative government of the period 2010-2017 are assessed, as well as the influences of economic uncertainty, austerity and Brexit. Advances in the academic literature, policy, and city case studies are also incorporated"--
    Note: Literaturangaben , Includes bibliographical references and index
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  • 30
    ISBN: 9781032236636
    Language: English
    Pages: xv, 163 Seiten , Illustrationen, Karten , 24 cm
    Edition: First issued in paperback
    Series Statement: The historical anthropology of Chinese society series 6
    Series Statement: Anthropology and cultural history in Asia and the Indo-Pacific
    Series Statement: The historical anthropology of Chinese society series
    DDC: 305.6970951
    Keywords: Hui (Chinese people) History ; Muslims Genealogy ; Islam ; Konferenzschrift 2013 ; China ; Gesellschaft ; Islam ; Genealogie ; Lineage ; Spirituelle Gemeinschaft
    Note: "... this volume began with papers presented at the conference "Hui Genealogies in the Ming and Qing", at the Hong Kong University of Science and Technology in January 2013" (Preface) , Includes bibliographical references and index
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  • 31
    ISBN: 9780367546724
    Language: English
    Pages: xii, 229 Seiten
    Series Statement: Asia-Europe education dialogue
    Parallel Title: Erscheint auch als Multiculturalism in turbulent times
    DDC: 305.80094
    Keywords: Multiculturalism Political aspects ; Multiculturalism Political aspects ; Multiculturalism Social aspects ; Multiculturalism Social aspects ; Multicultural education ; Multicultural education ; Education and states ; Education and states ; Multikulturelle Gesellschaft ; Gesellschaft ; Entwicklung ; Kulturbeziehungen ; Interkulturalität ; Geschlechterpolitik ; Identitätsentwicklung ; Kulturkontakt ; Europa ; Asien
    Abstract: "This book interrogates politics and practices of multiculturalism and multicultural education in contexts where liberal and critical multiculturalism is under pressure. It examines and interrogates perspectives on multiculturalism and the political and social to diversity in societies in Asia and Europe. It is set against a background of increasing right wing radicalism and pervasive authoritarianism in different parts of the world. These ideologies not only undermine multiculturalism but the potential of democracy itself. The book includes chapters from leading scholars on multiculturalism, interculturalism and diversity around the world. It examines the challenges to multicultural diversity in the Global North, and makes a distinctive contribution by addressing this issue in the Global South societies of Asia, including Myanmar, China, and Pakistan. As such, this book opens up international debate about multiculturalism by providing exchanges rarely heard across borders"--
    Note: Includes bibliographical references and index
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  • 32
    ISBN: 9780367459024
    Language: English
    Pages: xxv, 172 Seiten , Illustrationen
    Series Statement: Routledge focus on environment and sustainability
    DDC: 307.76
    RVK:
    RVK:
    Keywords: Stadt ; Gesellschaft ; Nachhaltigkeit ; Gemeinwesenarbeit ; Umweltschutz ; Klimaänderung
    Note: Forthcoming publication , Originally published: 2018.
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  • 33
    ISBN: 9781138386068 , 9781138386129
    Language: English
    Pages: xiii, 218 Seiten , Diagramme
    Series Statement: Routledge studies in fascism and the far right
    DDC: 303.48/4
    RVK:
    RVK:
    RVK:
    Keywords: Radicalism ; Political violence ; Right and left (Political science) ; Großbritannien ; Politik ; Gewalt ; Radikalismus ; Geschichte 1967-2020
    Abstract: Fascists and anti-fascists, 1920-1940 -- Fascists and anti-fascists in the 1970s -- Fascists and anti-fascists in the 1980s and 1990s -- Northern Ireland from 1960 to 1976 -- Islamists and the counter-jihad in Britain, 2009-2018.
    Abstract: "This book frames several historical incidents of violent movement-countermovement conflicts within the concept of 'cumulative extremism'- the mutually reinforcing dynamic of radicalisation that can develop between two or more antagonistic groups. Drawing on several in-depth case studies, including the contests between British fascist and anti-fascist groups in the interwar period and from 1967 to 1979 and 1980 to 2000; the Troubles in Northern Ireland from the late 60s to mid-70s; and Islamist extremists and the far-right counter-jihad movement in Britain since 2009, this book presents the first in-depth academic analysis of the concept of 'cumulative extremism' and constructs a theoretical framework through which to assess its development. This is a groundbreaking volume which will be of particular relevance to scholars with an interest in the extreme right, social movements, political violence and criminology. It will also be of interest to policy makers and to practitioners dealing with extremism and radicalisation, including youth workers, Prevent coordinators, community support officers and police officers"--
    Note: Includes bibliographical references and index
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  • 34
    ISBN: 9780367278823 , 9780367278830
    Language: English
    Pages: xii, 176 Seiten
    Series Statement: Politics in Asia
    DDC: 300.95/091732
    Keywords: Federal-city relations ; Civil society ; Gemeinde ; Stadt ; Politik ; Bürgerliche Gesellschaft ; Autoritarismus ; Stadtflucht ; Ländlicher Raum ; Staat ; Gesellschaft ; Kulturerbe ; Kulturpolitik ; Umweltpolitik ; Beispiel ; Asia Politics and government ; Asien ; Aufsatzsammlung ; Konferenzschrift Asia Research Institute (ASI), National University of Singapore 2018 ; Aufsatzsammlung ; Konferenzschrift Asia Research Institute (ASI), National University of Singapore 2018 ; China ; Asien ; Verstädterung ; Zivilgesellschaft ; Entpolitisierung
    Abstract: "Bringing together an interdisciplinary group of scholars, Post-Politics and Civil Society in Asian Cities examines how the concept of 'post-politics' has manifested across a range of Asian cities, and the impact this has had on state-society relationships in processes of urban governance. This volume examines how the post-political framework - derived from the study of Western liberal democracies - applies to Asian cities. Appreciating that the region has undergone a distinctive trajectory of political development, and is currently governed under democratic or authoritarian regimes, the book articulates how post-political conditions have created obstacles or opportunities for civil society to assert their voice in urban governance. Chapters address the different ways in which Asian civil society groups strive to gain a stake in the development and management of cities, specifically by looking at their involvement in heritage and environmental governance, two inter-related components in discourses about establishing liveable cities for the future. By providing in-depth case studies examining the varying degrees to which post-political ideologies have been enacted in urban governance across Central, South, Southeast, and East Asia, this book offers a useful and timely resource for students and scholars interested in Urban Studies, Political Science, Asian Studies, Geography, and Sociology"--
    Note: Literaturangaben , Introduction : theorising the post-political in Asian cities , A return to the political? : civil society and post-politics in authoritarian regimes , Managing grievances in the age of post-politics : the relocation of communities for the Thilawa Special Economic Zone in Myanmar , Emerging post-political city in Seoul , Back to the land : post-political utopias of organic living , Between state and society : heritage politics in urban China , "Connecting emotions through wells" : heritage instrumentalisation, civic activism and urban sustainability in Quanzhou, China , Constructing space for participatory governance in Vietnam : reflections from the Hanoi tree movement , Environmental civil activism in Central Asia : emerging civil society governance and fragile relations with the state , Post-political planning and insurgent mobilisation in the post-disaster city : the experience of Tacloban city, Philippines after Typhoon Haiyan
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  • 35
    ISBN: 1138087467 , 9781138087460
    Language: English
    Pages: x, 212 Seiten , Illustrationen
    Edition: 1. published
    Series Statement: Routledge critical studies in Buddhism
    RVK:
    Keywords: Großbritannien ; Buddhistin ; Großbritannien ; Buddhismus ; Frau
    Note: Enthält Bibliografie, Anhang und Index
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  • 36
    ISBN: 9780415627306 , 9780415627290
    Language: English
    Pages: xii, 580 Seiten , Illustrationen , 24,5 cm
    Additional Information: Rezensiert in Shaffer, Ryan, 1982 - New approaches to post-war British fascism 2021
    Series Statement: Routledge studies in fascism and the far right
    Parallel Title: Erscheint auch als Macklin, Graham Failed führers
    DDC: 320.53/3
    RVK:
    Keywords: Fascists Biography ; Right-wing extremists Biography ; Right-wing extremists History 20th century ; Fascism History 20th century ; Great Britain Race relations ; Great Britain Politics and government 20th century ; Chesterton, Arthur K. 1899-1973 ; Jordan, Colin 1923-2009 ; Tyndall, John 1934-2005 ; Leese, Arnold 1878-1956 ; Mosley, Oswald 1896-1980 ; Großbritannien ; Rechtsradikalismus ; Geschichte 1918-2020 ; Großbritannien ; Rechtsradikalismus ; Geschichte 1918-2020
    Abstract: Arnold Leese: The 'Anti-Jewish' Camel Doctor -- Sir Oswald Mosley: From 'Britain First' to 'Europe-a-Nation' -- A. K. Chesterton: From 'Fascist revolutionary' to 'Jew-wise' conspiracy theorist -- Colin Jordan: Dreaming of the Nazi 'Vanguard' -- John Tyndall: In pursuit of the 'Anglo-Saxon Reich' -- Nick Griffin: From the 'Third Position' to anti-Muslim 'populism'... and back again.
    Abstract: "This book provides a comprehensive history of the ideas and ideologues associated with the racial fascist tradition in Britain. It charts the evolution of the British extreme right from its post-war genesis after 1918 to its present-day incarnations, and details the ideological and strategic evolution of British fascism through the prism of its principal leaders and the movements with which they were associated. Taking a collective biographical approach, the book focuses on the political careers of six principal ideologues and leaders, Arnold Leese (1878-1956); Sir Oswald Mosley (1896-1980); A. K. Chesterton (1899-1973); Colin Jordan (1923-2009); John Tyndall (1934-2005); and Nick Griffin (1959 -), in order to study the evolution of the racial ideology of British Fascism, from overtly biological conceptions of 'white supremacy' through 'racial nationalism' and latterly to 'cultural' arguments regarding 'ethno-nationalism'. Drawing on extensive archival research and often obscure primary texts and propaganda as well as the official records of the British government and its security services, this is the definitive historical account of Britain's extreme right and will be essential reading for all students and scholars of race relations, extremism and fascism."--
    Note: Literaturverzeichnis: Seite 559-562 , Hier auch später erschienene, unveränderte Nachdrucke
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  • 37
    ISBN: 9781003135647
    Language: English
    Pages: 1 Online Ressource (xiv, 171 Seiten) , Illustrationen
    Parallel Title: Erscheint auch als
    DDC: 306.7/0942
    RVK:
    Keywords: Geschichte 1832-1902 ; PSYCHOLOGY / Human Sexuality (see also SOCIAL SCIENCE / Human Sexuality) ; Photography of women History 19th century ; Photography, Erotic ; Sex in art ; Sex role History 19th century ; Sex History 19th century ; Sexualität ; Fotografie ; Großbritannien ; Großbritannien ; Fotografie ; Sexualität ; Geschichte 1832-1902
    Abstract: An intimate look into three Victorian photo-settings, Pleasures Taken considers questions of loss and sexuality as they are raised by some of the most compelling and often misrepresented photographs of the era: Lewis Carroll's photographs of young girls; Julia Margaret Cameron's photographs of Madonnas; and the photographs of Hannah Cullwick, a "maid of all work," who had herself pictured in a range of masquerades, from a blackened chimney sweep to a bare-chested Magdalene. Reading these settings performatively, Carol Mavor shifts the focus toward the subjectivity of these girls and women, and toward herself as a writer.Mavor's original approach to these photographs emphatically sees sexuality where it has been previously rendered invisible. She insists that the sexuality of the girls in Carroll's pictures is not only present, but deserves recognition, respect, and scrutiny. Similarly, she sees in Cameron's photographs of sensual Madonnas surprising visions of motherhood that outstrip both Victorian and contemporary understandings of the maternal as untouchable and inviolate, without sexuality. Finally she shows how Hannah Cullwick, posing in various masquerades for her secret paramour, emerges as a subject with desires rather than simply a victim of her upper-class partner. Even when confronting the darker areas of these photographs, Mavor perseveres in her insistence on the pleasures taken-by the viewer, the photographer, and often by the model herself-in the act of imagining these sexualities. Inspired by Roland Barthes, and drawing on other theorists such as Julia Kristeva and Luce Irigaray, Mavor creates a text that is at once interdisciplinary, personal, and profoundly pleasurable
    Note: Description based on online resource; title from PDF title page (publisher's Web site, viewed 12. Dez 2020) , In English
    URL: Volltext  (URL des Erstveröffentlichers)
    URL: Volltext  (URL des Erstveröffentlichers)
    URL: Volltext  (URL des Erstveröffentlichers)
    URL: Volltext  (URL des Erstveröffentlichers)
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  • 38
    ISBN: 9781409405795
    Language: English
    Pages: x, 191 Seiten , Illustrationen , 26 cm
    Additional Information: Basiert auf Westgarth, Mark The emergence of the antique and curiosity dealer 1815-c. 1850 Southampton : University of Southampton, 2006 Dissertation, University of Southampton, 2006
    Series Statement: The histories of material culture and collecting, 1700-1950
    Parallel Title: Erscheint auch als Westgarth, Mark The emergence of the antique and curiosity dealer in Britain 1815-1850
    DDC: 745.10941
    RVK:
    Keywords: Isaac, John Coleman ; Art and society History 19th century ; Antiques business History 19th century ; Great Britain Commerce 19th century ; History ; Isaac, John Coleman 1803-1887 ; Kunsthandel ; Großbritannien ; Kunsthandel ; Antiquitätenhandel ; Geschichte 1815-1850
    Abstract: "Rather than the customary focus on the activities of individual collectors, The Emergence of the Antique and Curiosity Dealer in Britain 1815-1850: The Commodification of Historical Objects illuminates the less-studied roles played by dealers in the nineteenth-century antique and curiosity markets. Set against the recent 'art market turn' in scholarly literature, this volume examines the role, activities, agency and influence of antique and curiosity dealers as they emerged in the opening decades of the nineteenth century. This study begins at the end of the Napoleonic Wars, when dealers began their wholesale importations of historical objects; it closes during the 1850s, after which the trade became increasingly specialized, reflecting the rise of historical museums such as the South Kensington Museum (V&A). Focusing on the archive of the early-nineteenth-century London dealer John Coleman Isaac (c.1803-1887), as well as drawing on a wide range of other archival and contextual material, Mark Westgarth considers the emergence of the dealer in relation to a broad historical and cultural landscape. The emergence of the antique and curiosity dealer was part of the rapid economic, social, political and cultural change of early-nineteenth-century Britain, centered around ideas of antiquarianism, the commercialization of culture, and a distinctive and evolving interest in historical objects. This book will be of interest to scholars in art history, histories of collecting, museum and heritage studies, and nineteenth century culture"--
    Note: "This book [...] evolved from my PhD thesis (University of Southampton, 2007) of the same title, under the supervision of Dana Arnold [...]." (Acknowledgements, Seite [ix]) , Vollständige bibliografische Daten der Dissertation: Westgarth, Mark: The emergence of the antique and curiosity dealer 1815-c. 1850 : the commodification of historical objects / Mark Wilfred Westgarth. Southampton : University of Southampton, 2006. 1 Band ; 31 cm. Dissertation, University of Southampton, 2006 , Literaturverzeichnis Seite [162]-181 , Mit Register
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  • 39
    ISBN: 9781138561793
    Language: English
    Pages: xi, 266 Seiten , Illustrationen , 24 cm
    Series Statement: Routledge Hindu studies series
    DDC: 294.5512095414
    RVK:
    RVK:
    Keywords: Kolonialismus ; Vishnuismus ; Caitanya-Gemeinde ; Baul ; Großbritannien ; Bengalen ; Britisch-Indien ; Aufsatzsammlung ; Aufsatzsammlung ; Aufsatzsammlung
    Note: War angekündigt unter dem Titel: Hinduism in colonial Bengal : beyond the Renaissance , Literaturangaben und Index
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  • 40
    ISBN: 9781138310391 , 9781032090818
    Language: English
    Pages: vii, 274 Seiten
    Series Statement: Routledge contemporary Japan series
    DDC: 303.60952
    RVK:
    Keywords: Social stratification ; Social conflict ; Culture conflict ; Japan Social conditions 21st century ; Aufsatzsammlung ; Aufsatzsammlung ; Japan ; Gesellschaft ; Ausgrenzung ; Randgruppe ; Minderheit ; Inklusion
    Abstract: "Today, as with most advanced capitalist countries, serious social divides occasioned by the impacts of globalization and neoliberalism have destabilized Japanese society. This book explores not only how Japanese society is diversified and unequal, but also how diversity and inequality have caused people to divide into separate realities from which conflict and violence have emerged. It empirically examines the current situation while considering the historical development of exclusionism from the interdisciplinary viewpoints of history, policy studies, cultural studies, sociology, and cultural anthropology. In addition to analyzing the realities of division and exclusionism, the authors propose theoretical alternatives to overcome such cultural and social divides"--
    Note: Enthält bibliographische Angaben und Register
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  • 41
    ISBN: 9780367224691
    Language: English
    Pages: x, 264 Seiten , Illustrationen
    Series Statement: Media, culture and social change in Asia 66
    Series Statement: Media, culture and social change in Asia
    Parallel Title: Erscheint auch als Love stories in China
    DDC: 306.70951
    Keywords: Love Social aspects ; Man-woman relationships History 21st century ; Intimacy (Psychology) ; Popular culture History 21st century ; Political culture History 21st century ; China ; Liebe ; Intimsphäre ; Gesellschaft ; Entwicklung ; Politische Kultur ; Sozialgeschichte 21. Jh
    Abstract: "This book explores how political, economic, social, cultural and technological forces are (re)shaping the meanings of love and intimacy in China's public culture. It focuses on a range of cultural and media forms including literature, film, television, music and new media, examines new cultural practices such as online activism, virtual intimacy and relationship counselling, and discusses how far love and romance have come to assume new shapes and forms in the new millennium. The book provides deep insights into how the huge transformation of China over the last four decades has impacted the micro lives of ordinary Chinese people"--
    Note: Includes bibliographical references and index
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  • 42
    ISBN: 9781138577336
    Language: English
    Pages: xi, 204 Seiten , Illustrationen
    Series Statement: Mass violence in modern history
    Parallel Title: Erscheint auch als Cultural violence and the destruction of human communities
    DDC: 303.6
    Keywords: Violence Cross-cultural studies ; Violence Social aspects ; Communities Social aspects ; Aufsatzsammlung ; Kulturgut ; Gesellschaft ; Zerstörung
    Abstract: "This volume brings together leading sociologists and anthropologists to break new ground in the study of cultural violence. First sketched in Raphael Lemkin's seminal writings on genocide, and later systematically defined by peace studies scholar Johan Galtung, the concept of cultural violence seeks to explain why and how language, symbols, rituals, practices, and objects are so frequently in the crosshairs of socio-political change. Recent conflicts in the Middle East, Africa, and Central Asia, along with renewed public interest in the repertoire of violence applied to the control and erasure of indigenous populations, highlights the gaps in our understanding of why cultural violence occurs, what it consists of, and how it relates to other forms of collective violence"--
    Note: Includes bibliographical references and index
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  • 43
    ISBN: 9780367727000 , 9781138052185
    Language: English
    Pages: xxxii, 237 Seiten
    Series Statement: ICLARS series on law and religion
    Dissertation note: Dissertation Chinese University of Hong Kong 2015
    DDC: 342.08/521441
    Keywords: Parent and child (Law) ; Freedom of religion ; Children (International law) ; Parent and child (Law) ; Parent and child (Law) ; Parent and child (Law) ; Freedom of religion ; Freedom of religion ; Freedom of religion ; Hochschulschrift ; Frankreich ; Großbritannien ; Hongkong ; Religionsfreiheit ; Kind ; Grundrecht ; Schiedsgericht
    Abstract: Introduction -- A parental right to impose religious manifestations? -- Children's right to freedom of manifestation -- Coerced manifestations as limitations to rights -- Invoking and enforcing freedom of manifestation within the family -- Parentally coerced religious manifestations in France -- Parentally coerced religious manifestations in England -- Parentally coerced religious manifestations in Hong Kong -- Conclusion.
    Note: Bibliographie: Seite [208]-230
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  • 44
    ISBN: 9780429318481
    Language: English
    Pages: 1 Online-Ressource (xv, 151 Seiten)
    Parallel Title: Erscheint auch als Iosifidis, Petros, 1965 - Digital democracy, social media and disinformation
    DDC: 302.231
    RVK:
    RVK:
    Keywords: Digital media Political aspects ; Social media Political aspects ; Disinformation ; Political participation Technological innovations ; Demokratie ; Gesellschaft ; Social Media ; Falschmeldung ; Desinformation
    URL: Volltext  (lizenzpflichtig)
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  • 45
    ISBN: 9781138236097
    Language: English
    Pages: viii, 214 Seiten
    Series Statement: China perspectives
    Uniform Title: Zhong guo cheng shi di ceng qun ti de sheng cun zhuang tai yu jiu zhu ji zhi
    DDC: 305.5/10951
    Keywords: Social classes ; Urban poor Social conditions ; China ; Stadt ; Gesellschaft ; Unterschicht ; Lebensbedingungen ; Sozialhilfe ; Sozialleistungen ; China ; Stadt ; Gesellschaft ; Unterschicht ; Soziale Situation ; Sozialhilfe
    Note: Includes bibliographical references and index , Aus dem Chinesischen übersetzt
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  • 46
    ISBN: 9780367727932
    Language: English
    Pages: vii, 176 Seiten
    Edition: First issued in paperback
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    RVK:
    RVK:
    Keywords: Gesellschaft ; Ethnologie ; Pelz ; Krakau ; Krakau ; Pelz ; Gesellschaft ; Ethnologie
    Description / Table of Contents: Of grandmothers and gratitude : inheriting fur, inheriting class -- Working at home -- Fur families -- Experiments in fur -- Excesses of the normal
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  • 47
    ISBN: 9781000324266 , 9781003136125 , 9781000320862 , 9781000322576
    Language: English
    Pages: 1 Online-Ressource
    Parallel Title: Erscheint auch als
    DDC: 304.82
    RVK:
    RVK:
    RVK:
    Keywords: Migration ; Gesellschaft ; Entwicklung ; Emigration and immigration Economic aspects ; Economic development ; SOCIAL SCIENCE / Anthropology / General ; Economic development ; Emigration and immigration Economic aspects
    Abstract: The study of international migration and ethnic relations is rapidly expanding in the social sciences, in the humanities, and in law and medicine at universities around the world. Theories and methods are borrowed from many disciplines, but with little cross-fertilization, thereby leaving many core issues out. This authoritative book fills a gap by providing an expertly integrated overview of international migration from a wide range of disciplinary perspectives. Throughout the book, South to North migration is used as the main example.The authors, leading experts in their fields, ask provocative new questions such as the counterfactual, `Why do people not migrate?' and address old questions in fresh ways in a language accessible for students in a range of disciplines. Does migration from less developed countries stimulate or obstruct development? Does development reduce or increase the flows of migration? What are the dynamics of a migration process? Geography, economics, political science, social anthropology and sociology all inform this book, which is certain to become an established text in migration studies
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  • 48
    ISBN: 9781138310391
    Language: English
    Pages: vii, 277 Seiten
    Series Statement: Routledge contemporary Japan series
    DDC: 303.60952
    RVK:
    Keywords: Social stratification ; Social conflict ; Culture conflict ; Japan Social conditions 21st century ; Aufsatzsammlung ; Japan ; Gesellschaft ; Ausgrenzung ; Randgruppe ; Minderheit ; Inklusion
    Abstract: "Today, as with most advanced capitalist countries, serious social divides occasioned by the impacts of globalization and neoliberalism have destabilized Japanese society. This book explores not only how Japanese society is diversified and unequal, but also how diversity and inequality have caused people to divide into separate realities from which conflict and violence have emerged. It empirically examines the current situation while considering the historical development of exclusionism from the interdisciplinary viewpoints of history, policy studies, cultural studies, sociology, and cultural anthropology. In addition to analyzing the realities of division and exclusionism, the authors propose theoretical alternatives to overcome such cultural and social divides"--
    Note: Enthält bibliographische Angaben und Register
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  • 49
    ISBN: 0415830583 , 9780415830584
    Language: English
    Pages: xiii, 493 Seiten
    Series Statement: Routledge handbooks
    Parallel Title: Erscheint auch als Routledge Handbook of Chinese Culture and Society
    DDC: 306.0951
    Keywords: Aufsatzsammlung ; China ; Kultur ; Gesellschaft
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  • 50
    ISBN: 9780367176051
    Language: English
    Pages: xii, 201 Seiten
    Edition: First issued in paperback
    Series Statement: Critical Asian studies
    DDC: 303.60954792
    RVK:
    Keywords: Gesellschaft ; Bombay Riots, Bombay, India, 1992-1993 ; Communalism ; Riots Social aspects ; Slums Social aspects ; Violence Social aspects ; Gewalt ; Unruhen ; Indien ; Indien ; Indien ; Unruhen ; Gewalt
    Abstract: Account of the Hindu Muslim riots in Dhārāvi, Bombay during December 1992-January 1993.
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  • 51
    ISBN: 9781138599987
    Language: English
    Pages: xi, 204 Seiten
    Series Statement: Ethics, human rights, and global political thought
    DDC: 306.6
    Keywords: Religion and sociology ; Aufsatzsammlung ; Religion ; Gesellschaft ; Politik
    Note: Literaturangaben
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  • 52
    ISBN: 9780415635868 , 0415635861 , 9780367867393 , 0367867397
    Language: English
    Pages: ix, 259 Seiten
    Edition: First issued in paperback
    Series Statement: Routledge research in gender and history 29
    Series Statement: Routledge research in gender and history
    DDC: 305.420941
    RVK:
    Keywords: Frauenfeindlichkeit ; Schande ; Großbritannien ; Irland ; Australien ; Großbritannien ; Irland ; Australien ; Frauenfeindlichkeit ; Schande ; Geschichte 1890-1920
    Abstract: Inhaltsverzeichnis: Introduction -- Shaming unwomanly women -- Reversing the shame of British colonisation -- Embarrassing the Imperial centre -- Shaming British-Australia -- War and the dishonourable British feminist -- Shaming manhood to embody courage -- The shame of the violent woman -- Conclusion.
    Note: Includes bibliographical references and index. - First published 2018 by Routledge
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  • 53
    ISBN: 9781138299634
    Language: English
    Pages: 189 Seiten
    Series Statement: Routledge studies in extremism and democracy
    Parallel Title: Erscheint auch als Allchorn, William, author Anti-Islamic protest in the UK
    DDC: 305.6/970941
    Keywords: English Defence League ; Britain First (Political party) ; Islamophobia Government policy ; Right-wing extremists Government policy ; Great Britain Politics and government 2007- ; Großbritannien ; Islamfeindlichkeit ; Rechtsradikalismus ; Bekämpfung ; Politik
    Abstract: Introduction: Why policy responses to the EDL and Britain First? -- Context: the rise of anti-Islamic protest and the evolution of the UK far right -- What policy responses? UK national policy responses and localised countermeasures in relation to anti-Islamic protest -- "Where it all began": policy responses to the EDL and Britain first in Luton -- Early responses to anti-Islamic protest: policy responses to the EDL and Britain First in Birmingham -- West Yorkshire's response to anti-Islamic protest: policy responses to the EDL and Britain First in Bradford -- "Somewhere near the Clock Tower": policy responses to the EDL and Britain First in Leicester -- Anti-Islamic protest in London's East end: policy responses to the EDL and Britain First in tower hamlets -- Conclusion: Key findings, recommendations and future responses.
    Abstract: "Demonstrations by far-right groups, such as the English Defence League, Britain First and PEGIDA, have caused considerable social and civic unrest in UK cities for nearly a decade. But how should policymakers respond to far-right and anti-Muslim activism? Drawing on extensive primary research with stakeholders, local authorities and policymakers, this book investigates the political, socio-economic and historic trends that fuel this form of political extremism across the UK. It also maps the different types of policy responses available to local politicians, police forces and behind-the-scenes policy officials involved in the day-to-day management of anti-Islamic street protest. The author demonstrates that it is only through developing successful countermeasures in the realm of politics, security and community-based politics that politicians, police and state actors will truly get to grips with this new far-right activism"--
    Note: Includes bibliographical references and index
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  • 54
    ISBN: 9781138104099 , 1138104094
    Language: English
    Pages: 219 Seiten , Illustrationen, Karten
    Series Statement: Routledge African studies 31
    DDC: 305.896/073
    RVK:
    RVK:
    RVK:
    Keywords: Geschichte 1635-1795 ; Afrikaner ; Ethnische Identität ; Diaspora ; Gesellschaft ; Identität ; Goldküste ; Atlantischer Raum
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  • 55
    ISBN: 9781789347043 , 1789347041
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Mobile apps ; Application software ; Development ; Artificial intelligence ; Machine learning ; Mobile computing ; Electronic books ; Electronic books ; local
    Abstract: Learn to build end-to-end AI apps from scratch for Android and iOS using TensorFlow Lite, CoreML, and PyTorch Key Features Build practical, real-world AI projects on Android and iOS Implement tasks such as recognizing handwritten digits, sentiment analysis, and more Explore the core functions of machine learning, deep learning, and mobile vision Book Description We're witnessing a revolution in Artificial Intelligence, thanks to breakthroughs in deep learning. Mobile Artificial Intelligence Projects empowers you to take part in this revolution by applying Artificial Intelligence (AI) techniques to design applications for natural language processing (NLP), robotics, and computer vision. This book teaches you to harness the power of AI in mobile applications along with learning the core functions of NLP, neural networks, deep learning, and mobile vision. It features a range of projects, covering tasks such as real-estate price prediction, recognizing hand-written digits, predicting car damage, and sentiment analysis. You will learn to utilize NLP and machine learning algorithms to make applications more predictive, proactive, and capable of making autonomous decisions with less human input. In the concluding chapters, you will work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch across Android and iOS platforms. By the end of this book, you will have developed exciting and more intuitive mobile applications that deliver a customized and more personalized experience to users. What you will learn Explore the concepts and fundamentals of AI, deep learning, and neural networks Implement use cases for machine vision and natural language processing Build an ML model to predict car damage using TensorFlow Deploy TensorFlow on mobile to convert speech to text Implement GAN to recognize hand-written digits Develop end-to-end mobile applications that use AI principles Work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch Who this book is for Mobile Artificial Intelligence Projects is for machine learning professionals, deep learning engineers, AI engineers, and software engineers who want to integrate AI technology into mobile-based platforms and applications. Sound knowledge of machine learning and experience with any programming language is all you need to get started with this book.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed May 14, 2019)
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  • 56
    ISBN: 9781788999700 , 1788999703
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Spark (Electronic resource : Apache Software Foundation) ; Machine learning ; Electronic data processing ; Distributed processing ; Information visualization ; Electronic books ; Electronic books ; local
    Abstract: Speed up the design and implementation of deep learning solutions using Apache Spark Key Features Explore the world of distributed deep learning with Apache Spark Train neural networks with deep learning libraries such as BigDL and TensorFlow Develop Spark deep learning applications to intelligently handle large and complex datasets Book Description Deep learning is a subset of machine learning where datasets with several layers of complexity can be processed. Hands-On Deep Learning with Apache Spark addresses the sheer complexity of technical and analytical parts and the speed at which deep learning solutions can be implemented on Apache Spark. The book starts with the fundamentals of Apache Spark and deep learning. You will set up Spark for deep learning, learn principles of distributed modeling, and understand different types of neural nets. You will then implement deep learning models, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and long short-term memory (LSTM) on Spark. As you progress through the book, you will gain hands-on experience of what it takes to understand the complex datasets you are dealing with. During the course of this book, you will use popular deep learning frameworks, such as TensorFlow, Deeplearning4j, and Keras to train your distributed models. By the end of this book, you'll have gained experience with the implementation of your models on a variety of use cases. What you will learn Understand the basics of deep learning Set up Apache Spark for deep learning Understand the principles of distribution modeling and different types of neural networks Obtain an understanding of deep learning algorithms Discover textual analysis and deep learning with Spark Use popular deep learning frameworks, such as Deeplearning4j, TensorFlow, and Keras Explore popular deep learning algorithms Who this book is for If you are a Scala developer, data scientist, or data analyst who wants to learn how to use Spark for implementing efficient deep learning models, Hands-On Deep Learning with Apache Spark is for you. Knowledge of the core machine learning concepts and some exposure to Spark will be helpful.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 25, 2019)
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  • 57
    ISBN: 9781789348828 , 178934882X
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Marketing ; Data processing ; Machine learning ; Marketing research ; Python (Computer program language) ; R (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: Optimize your marketing strategies through analytics and machine learning Key Features Understand how data science drives successful marketing campaigns Use machine learning for better customer engagement, retention, and product recommendations Extract insights from your data to optimize marketing strategies and increase profitability Book Description Regardless of company size, the adoption of data science and machine learning for marketing has been rising in the industry. With this book, you will learn to implement data science techniques to understand the drivers behind the successes and failures of marketing campaigns. This book is a comprehensive guide to help you understand and predict customer behaviors and create more effectively targeted and personalized marketing strategies. This is a practical guide to performing simple-to-advanced tasks, to extract hidden insights from the data and use them to make smart business decisions. You will understand what drives sales and increases customer engagements for your products. You will learn to implement machine learning to forecast which customers are more likely to engage with the products and have high lifetime value. This book will also show you how to use machine learning techniques to understand different customer segments and recommend the right products for each customer. Apart from learning to gain insights into consumer behavior using exploratory analysis, you will also learn the concept of A/B testing and implement it using Python and R. By the end of this book, you will be experienced enough with various data science and machine learning techniques to run and manage successful marketing campaigns for your business. What you will learn Learn how to compute and visualize marketing KPIs in Python and R Master what drives successful marketing campaigns with data science Use machine learning to predict customer engagement and lifetime value Make product recommendations that customers are most likely to buy Learn how to use A/B testing for better marketing decision making Implement machine learning to understand different customer segments Who this book is for If you are a marketing professional, data scientist, engineer, or a student keen to learn how to apply data science to marketing, this book is what you need! It will be beneficial to have some basic knowledge of either Python or R to work through the examples. This book will also be beneficial for beginners as it covers basic-to-adv...
    Note: Description based on online resource; title from title page (Safari, viewed May 1, 2019)
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  • 58
    ISBN: 9781788994866 , 1788994868
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Python (Computer program language) ; Artificial intelligence ; Machine learning ; Neural networks (Computer science) ; Electronic books ; Electronic books ; local
    Abstract: Implement machine learning and deep learning methodologies to build smart, cognitive AI projects using Python Key Features A go-to guide to help you master AI algorithms and concepts 8 real-world projects tackling different challenges in healthcare, e-commerce, and surveillance Use TensorFlow, Keras, and other Python libraries to implement smart AI applications Book Description This book will be a perfect companion if you want to build insightful projects from leading AI domains using Python. The book covers detailed implementation of projects from all the core disciplines of AI. We start by covering the basics of how to create smart systems using machine learning and deep learning techniques. You will assimilate various neural network architectures such as CNN, RNN, LSTM, to solve critical new world challenges. You will learn to train a model to detect diabetic retinopathy conditions in the human eye and create an intelligent system for performing a video-to-text translation. You will use the transfer learning technique in the healthcare domain and implement style transfer using GANs. Later you will learn to build AI-based recommendation systems, a mobile app for sentiment analysis and a powerful chatbot for carrying customer services. You will implement AI techniques in the cybersecurity domain to generate Captchas. Later you will train and build autonomous vehicles to self-drive using reinforcement learning. You will be using libraries from the Python ecosystem such as TensorFlow, Keras and more to bring the core aspects of machine learning, deep learning, and AI. By the end of this book, you will be skilled to build your own smart models for tackling any kind of AI problems without any hassle. What you will learn Build an intelligent machine translation system using seq-2-seq neural translation machines Create AI applications using GAN and deploy smart mobile apps using TensorFlow Translate videos into text using CNN and RNN Implement smart AI Chatbots, and integrate and extend them in several domains Create smart reinforcement, learning-based applications using Q-Learning Break and generate CAPTCHA using Deep Learning and Adversarial Learning Who this book is for This book is intended for data scientists, machine learning professionals, and deep learning practitioners who are ready to extend their knowledge and potential in AI. If you want to build real-life smart systems to play a crucial role in every complex domain, then this book is w...
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 25, 2019)
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  • 59
    ISBN: 9781789803198 , 1789803195
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Microsoft Cognitive Toolkit ; Neural networks (Computer science) ; Machine learning ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: Learn how to train popular deep learning architectures such as autoencoders, convolutional and recurrent neural networks while discovering how you can use deep learning models in your software applications with Microsoft Cognitive Toolkit Key Features Understand the fundamentals of Microsoft Cognitive Toolkit and set up the development environment Train different types of neural networks using Cognitive Toolkit and deploy it to production Evaluate the performance of your models and improve your deep learning skills Book Description Cognitive Toolkit is a very popular and recently open sourced deep learning toolkit by Microsoft. Cognitive Toolkit is used to train fast and effective deep learning models. This book will be a quick introduction to using Cognitive Toolkit and will teach you how to train and validate different types of neural networks, such as convolutional and recurrent neural networks. This book will help you understand the basics of deep learning. You will learn how to use Microsoft Cognitive Toolkit to build deep learning models and discover what makes this framework unique so that you know when to use it. This book will be a quick, no-nonsense introduction to the library and will teach you how to train different types of neural networks, such as convolutional neural networks, recurrent neural networks, autoencoders, and more, using Cognitive Toolkit. Then we will look at two scenarios in which deep learning can be used to enhance human capabilities. The book will also demonstrate how to evaluate your models' performance to ensure it trains and runs smoothly and gives you the most accurate results. Finally, you will get a short overview of how Cognitive Toolkit fits in to a DevOps environment What you will learn Set up your deep learning environment for the Cognitive Toolkit on Windows and Linux Pre-process and feed your data into neural networks Use neural networks to make effcient predictions and recommendations Train and deploy effcient neural networks such as CNN and RNN Detect problems in your neural network using TensorBoard Integrate Cognitive Toolkit with Azure ML Services for effective deep learning Who this book is for Data Scientists, Machine learning developers, AI developers who wish to train and deploy effective deep learning models using Microsoft CNTK will find this book to be useful. Readers need to have experience in Python or similar object-oriented language like C# or Java.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed May 8, 2019)
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  • 60
    ISBN: 9781789536966 , 1789536960
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: TensorFlow ; Application software ; Development ; Neural networks (Computer science) ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Perform supervised and unsupervised machine learning and learn advanced techniques such as training neural networks. Key Features Train your own models for effective prediction, using high-level Keras API Perform supervised and unsupervised machine learning and learn advanced techniques such as training neural networks Get acquainted with some new practices introduced in TensorFlow 2.0 Alpha Book Description TensorFlow is one of the most popular machine learning frameworks in Python. With this book, you will improve your knowledge of some of the latest TensorFlow features and will be able to perform supervised and unsupervised machine learning and also train neural networks. After giving you an overview of what's new in TensorFlow 2.0 Alpha, the book moves on to setting up your machine learning environment using the TensorFlow library. You will perform popular supervised machine learning tasks using techniques such as linear regression, logistic regression, and clustering. You will get familiar with unsupervised learning for autoencoder applications. The book will also show you how to train effective neural networks using straightforward examples in a variety of different domains. By the end of the book, you will have been exposed to a large variety of machine learning and neural network TensorFlow techniques. What you will learn Use tf.Keras for fast prototyping, building, and training deep learning neural network models Easily convert your TensorFlow 1.12 applications to TensorFlow 2.0-compatible files Use TensorFlow to tackle traditional supervised and unsupervised machine learning applications Understand image recognition techniques using TensorFlow Perform neural style transfer for image hybridization using a neural network Code a recurrent neural network in TensorFlow to perform text-style generation Who this book is for Data scientists, machine learning developers, and deep learning enthusiasts looking to quickly get started with TensorFlow 2 will find this book useful. Some Python programming experience with version 3.6 or later, along with a familiarity with Jupyter notebooks will be an added advantage. Exposure to machine learning and neural network techniques would also be helpful.
    Note: Description based on online resource; title from title page (Safari, viewed May 1, 2019)
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  • 61
    ISBN: 9781788997775 , 1788997778
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: Second edition.
    Keywords: Machine learning ; Python (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: Discover a project-based approach to mastering machine learning concepts by applying them to everyday problems using libraries such as scikit-learn, TensorFlow, and Keras Key Features Get to grips with Python's machine learning libraries including scikit-learn, TensorFlow, and Keras Implement advanced concepts and popular machine learning algorithms in real-world projects Build analytics, computer vision, and neural network projects Book Description Machine learning is transforming the way we understand and interact with the world around us. This book is the perfect guide for you to put your knowledge and skills into practice and use the Python ecosystem to cover key domains in machine learning. This second edition covers a range of libraries from the Python ecosystem, including TensorFlow and Keras, to help you implement real-world machine learning projects. The book begins by giving you an overview of machine learning with Python. With the help of complex datasets and optimized techniques, you'll go on to understand how to apply advanced concepts and popular machine learning algorithms to real-world projects. Next, you'll cover projects from domains such as predictive analytics to analyze the stock market and recommendation systems for GitHub repositories. In addition to this, you'll also work on projects from the NLP domain to create a custom news feed using frameworks such as scikit-learn, TensorFlow, and Keras. Following this, you'll learn how to build an advanced chatbot, and scale things up using PySpark. In the concluding chapters, you can look forward to exciting insights into deep learning and you'll even create an application using computer vision and neural networks. By the end of this book, you'll be able to analyze data seamlessly and make a powerful impact through your projects. What you will learn Understand the Python data science stack and commonly used algorithms Build a model to forecast the performance of an Initial Public Offering (IPO) over an initial discrete trading window Understand NLP concepts by creating a custom news feed Create applications that will recommend GitHub repositories based on ones you've starred, watched, or forked Gain the skills to build a chatbot from scratch using PySpark Develop a market-prediction app using stock data Delve into advanced concepts such as computer vision, neural networks, and deep learning Who this book is for This book is for machine learning practitioners, data scientists, and...
    Note: Previous edition published: 2016. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 25, 2019)
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  • 62
    ISBN: 9781789806090 , 1789806097
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; R (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: Master a range of machine learning domains with real-world projects using TensorFlow for R, H2O, MXNet, and more Key Features Master machine learning, deep learning, and predictive modeling concepts in R 3.5 Build intelligent end-to-end projects for finance, retail, social media, and a variety of domains Implement smart cognitive models with helpful tips and best practices Book Description R is one of the most popular languages when it comes to performing computational statistics (statistical computing) easily and exploring the mathematical side of machine learning. With this book, you will leverage the R ecosystem to build efficient machine learning applications that carry out intelligent tasks within your organization. This book will help you test your knowledge and skills, guiding you on how to build easily through to complex machine learning projects. You will first learn how to build powerful machine learning models with ensembles to predict employee attrition. Next, you'll implement a joke recommendation engine and learn how to perform sentiment analysis on Amazon reviews. You'll also explore different clustering techniques to segment customers using wholesale data. In addition to this, the book will get you acquainted with credit card fraud detection using autoencoders, and reinforcement learning to make predictions and win on a casino slot machine. By the end of the book, you will be equipped to confidently perform complex tasks to build research and commercial projects for automated operations. What you will learn Explore deep neural networks and various frameworks that can be used in R Develop a joke recommendation engine to recommend jokes that match users' tastes Create powerful ML models with ensembles to predict employee attrition Build autoencoders for credit card fraud detection Work with image recognition and convolutional neural networks Make predictions for casino slot machine using reinforcement learning Implement NLP techniques for sentiment analysis and customer segmentation Who this book is for If you're a data analyst, data scientist, or machine learning developer who wants to master machine learning concepts using R by building real-world projects, this is the book for you. Each project will help you test your skills in implementing machine learning algorithms and techniques. A basic understanding of machine learning and working knowledge of R programming is necessary to get the most out of this book.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 6, 2019)
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  • 63
    ISBN: 9781789800753 , 1789800757
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: Second edition.
    Keywords: Python (Computer program language) ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Discover powerful ways to effectively solve real-world machine learning problems using key libraries including scikit-learn, TensorFlow, and PyTorch Key Features Learn and implement machine learning algorithms in a variety of real-life scenarios Cover a range of tasks catering to supervised, unsupervised and reinforcement learning techniques Find easy-to-follow code solutions for tackling common and not-so-common challenges Book Description This eagerly anticipated second edition of the popular Python Machine Learning Cookbook will enable you to adopt a fresh approach to dealing with real-world machine learning and deep learning tasks. With the help of over 100 recipes, you will learn to build powerful machine learning applications using modern libraries from the Python ecosystem. The book will also guide you on how to implement various machine learning algorithms for classification, clustering, and recommendation engines, using a recipe-based approach. With emphasis on practical solutions, dedicated sections in the book will help you to apply supervised and unsupervised learning techniques to real-world problems. Toward the concluding chapters, you will get to grips with recipes that teach you advanced techniques including reinforcement learning, deep neural networks, and automated machine learning. By the end of this book, you will be equipped with the skills you need to apply machine learning techniques and leverage the full capabilities of the Python ecosystem through real-world examples. What you will learn Use predictive modeling and apply it to real-world problems Explore data visualization techniques to interact with your data Learn how to build a recommendation engine Understand how to interact with text data and build models to analyze it Work with speech data and recognize spoken words using Hidden Markov Models Get well versed with reinforcement learning, automated ML, and transfer learning Work with image data and build systems for image recognition and biometric face recognition Use deep neural networks to build an optical character recognition system Who this book is for This book is for data scientists, machine learning developers, deep learning enthusiasts and Python programmers who want to solve real-world challenges using machine-learning techniques and algorithms. If you are facing challenges at work and want ready-to-use code solutions to cover key tasks in machine learning and the deep learning domain, then this book is w...
    Note: Previous edition published: 2016. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed May 15, 2019)
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  • 64
    ISBN: 9781789616279 , 1789616271
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Python (Computer program language) ; Watson (Computer) ; Computer algorithms ; Electronic books ; Electronic books ; local
    Abstract: Learn how to build complete machine learning systems with IBM Cloud and Watson Machine learning services Key Features Implement data science and machine learning techniques to draw insights from real-world data Understand what IBM Cloud platform can help you to implement cognitive insights within applications Understand the role of data representation and feature extraction in any machine learning system Book Description IBM Cloud is a collection of cloud computing services for data analytics using machine learning and artificial intelligence (AI). This book is a complete guide to help you become well versed with machine learning on the IBM Cloud using Python. Hands-On Machine Learning with IBM Watson starts with supervised and unsupervised machine learning concepts, in addition to providing you with an overview of IBM Cloud and Watson Machine Learning. You'll gain insights into running various techniques, such as K-means clustering, K-nearest neighbor (KNN), and time series prediction in IBM Cloud with real-world examples. The book will then help you delve into creating a Spark pipeline in Watson Studio. You will also be guided through deep learning and neural network principles on the IBM Cloud using TensorFlow. With the help of NLP techniques, you can then brush up on building a chatbot. In later chapters, you will cover three powerful case studies, including the facial expression classification platform, the automated classification of lithofacies, and the multi-biometric identity authentication platform, helping you to become well versed with these methodologies. By the end of this book, you will be ready to build efficient machine learning solutions on the IBM Cloud and draw insights from the data at hand using real-world examples. What you will learn Understand key characteristics of IBM machine learning services Run supervised and unsupervised techniques in the cloud Understand how to create a Spark pipeline in Watson Studio Implement deep learning and neural networks on the IBM Cloud with TensorFlow Create a complete, cloud-based facial expression classification solution Use biometric traits to build a cloud-based human identification system Who this book is for This beginner-level book is for data scientists and machine learning engineers who want to get started with IBM Cloud and its machine learning services using practical examples. Basic knowledge of Python and some understanding of machine learning will be useful.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed May 8, 2019)
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  • 65
    ISBN: 9781789342666 , 178934266X
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Spark (Electronic resource : Apache Software Foundation) ; Electronic data processing ; Distributed processing ; Management ; Big data ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: A practical guide for solving complex data processing challenges by applying the best optimizations techniques in Apache Spark. Key Features Learn about the core concepts and the latest developments in Apache Spark Master writing efficient big data applications with Spark's built-in modules for SQL, Streaming, Machine Learning and Graph analysis Get introduced to a variety of optimizations based on the actual experience Book Description Apache Spark is a flexible framework that allows processing of batch and real-time data. Its unified engine has made it quite popular for big data use cases. This book will help you to get started with Apache Spark 2.0 and write big data applications for a variety of use cases. It will also introduce you to Apache Spark ? one of the most popular Big Data processing frameworks. Although this book is intended to help you get started with Apache Spark, but it also focuses on explaining the core concepts. This practical guide provides a quick start to the Spark 2.0 architecture and its components. It teaches you how to set up Spark on your local machine. As we move ahead, you will be introduced to resilient distributed datasets (RDDs) and DataFrame APIs, and their corresponding transformations and actions. Then, we move on to the life cycle of a Spark application and learn about the techniques used to debug slow-running applications. You will also go through Spark's built-in modules for SQL, streaming, machine learning, and graph analysis. Finally, the book will lay out the best practices and optimization techniques that are key for writing efficient Spark applications. By the end of this book, you will have a sound fundamental understanding of the Apache Spark framework and you will be able to write and optimize Spark applications. What you will learn Learn core concepts such as RDDs, DataFrames, transformations, and more Set up a Spark development environment Choose the right APIs for your applications Understand Spark's architecture and the execution flow of a Spark application Explore built-in modules for SQL, streaming, ML, and graph analysis Optimize your Spark job for better performance Who this book is for If you are a big data enthusiast and love processing huge amount of data, this book is for you. If you are data engineer and looking for the best optimization techniques for your Spark applications, then you will find this book helpful. This book also helps data scientists who want to implement their mach...
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 25, 2019)
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  • 66
    ISBN: 9781789134193 , 1789134196
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Neural networks (Computer science) ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: Explore various Generative Adversarial Network architectures using the Python ecosystem Key Features Use different datasets to build advanced projects in the Generative Adversarial Network domain Implement projects ranging from generating 3D shapes to a face aging application Explore the power of GANs to contribute in open source research and projects Book Description Generative Adversarial Networks (GANs) have the potential to build next-generation models, as they can mimic any distribution of data. Major research and development work is being undertaken in this field since it is one of the rapidly growing areas of machine learning. This book will test unsupervised techniques for training neural networks as you build seven end-to-end projects in the GAN domain. Generative Adversarial Network Projects begins by covering the concepts, tools, and libraries that you will use to build efficient projects. You will also use a variety of datasets for the different projects covered in the book. The level of complexity of the operations required increases with every chapter, helping you get to grips with using GANs. You will cover popular approaches such as 3D-GAN, DCGAN, StackGAN, and CycleGAN, and you'll gain an understanding of the architecture and functioning of generative models through their practical implementation. By the end of this book, you will be ready to build, train, and optimize your own end-to-end GAN models at work or in your own projects. What you will learn Train a network on the 3D ShapeNet dataset to generate realistic shapes Generate anime characters using the Keras implementation of DCGAN Implement an SRGAN network to generate high-resolution images Train Age-cGAN on Wiki-Cropped images to improve face verification Use Conditional GANs for image-to-image translation Understand the generator and discriminator implementations of StackGAN in Keras Who this book is for If you're a data scientist, machine learning developer, deep learning practitioner, or AI enthusiast looking for a project guide to test your knowledge and expertise in building real-world GANs models, this book is for you.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 25, 2019)
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  • 67
    ISBN: 9781788832762 , 1788832760
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Internet of things ; Artificial intelligence ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Build smarter systems by combining artificial intelligence and the Internet of Things - two of the most talked about topics today Key Features Leverage the power of Python libraries such as TensorFlow and Keras to work with real-time IoT data Process IoT data and predict outcomes in real time to build smart IoT models Cover practical case studies on industrial IoT, smart cities, and home automation Book Description There are many applications that use data science and analytics to gain insights from terabytes of data. These apps, however, do not address the challenge of continually discovering patterns for IoT data. In Hands-On Artificial Intelligence for IoT, we cover various aspects of artificial intelligence (AI) and its implementation to make your IoT solutions smarter. This book starts by covering the process of gathering and preprocessing IoT data gathered from distributed sources. You will learn different AI techniques such as machine learning, deep learning, reinforcement learning, and natural language processing to build smart IoT systems. You will also leverage the power of AI to handle real-time data coming from wearable devices. As you progress through the book, techniques for building models that work with different kinds of data generated and consumed by IoT devices such as time series, images, and audio will be covered. Useful case studies on four major application areas of IoT solutions are a key focal point of this book. In the concluding chapters, you will leverage the power of widely used Python libraries, TensorFlow and Keras, to build different kinds of smart AI models. By the end of this book, you will be able to build smart AI-powered IoT apps with confidence. What you will learn Apply different AI techniques including machine learning and deep learning using TensorFlow and Keras Access and process data from various distributed sources Perform supervised and unsupervised machine learning for IoT data Implement distributed processing of IoT data over Apache Spark using the MLLib and H2O.ai platforms Forecast time-series data using deep learning methods Implementing AI from case studies in Personal IoT, Industrial IoT, and Smart Cities Gain unique insights from data obtained from wearable devices and smart devices Who this book is for If you are a data science professional or a machine learning developer looking to build smart systems for IoT, Hands-On Artificial Intelligence for IoT is for you. If you want to learn how po...
    Note: Description based on online resource; title from title page (Safari, viewed March 19, 2019)
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  • 68
    ISBN: 9781788831611 , 1788831616
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Your hands-on reference guide to developing, training, and optimizing your machine learning models Key Features Your guide to learning efficient machine learning processes from scratch Explore expert techniques and hacks for a variety of machine learning concepts Write effective code in R, Python, Scala, and Spark to solve all your machine learning problems Book Description Machine learning makes it possible to learn about the unknowns and gain hidden insights into your datasets by mastering many tools and techniques. This book guides you to do just that in a very compact manner. After giving a quick overview of what machine learning is all about, Machine Learning Quick Reference jumps right into its core algorithms and demonstrates how they can be applied to real-world scenarios. From model evaluation to optimizing their performance, this book will introduce you to the best practices in machine learning. Furthermore, you will also look at the more advanced aspects such as training neural networks and work with different kinds of data, such as text, time-series, and sequential data. Advanced methods and techniques such as causal inference, deep Gaussian processes, and more are also covered. By the end of this book, you will be able to train fast, accurate machine learning models at your fingertips, which you can easily use as a point of reference. What you will learn Get a quick rundown of model selection, statistical modeling, and cross-validation Choose the best machine learning algorithm to solve your problem Explore kernel learning, neural networks, and time-series analysis Train deep learning models and optimize them for maximum performance Briefly cover Bayesian techniques and sentiment analysis in your NLP solution Implement probabilistic graphical models and causal inferences Measure and optimize the performance of your machine learning models Who this book is for If you're a machine learning practitioner, data scientist, machine learning developer, or engineer, this book will serve as a reference point in building machine learning solutions. You will also find this book useful if you're an intermediate machine learning developer or data scientist looking for a quick, handy reference to all the concepts of machine learning. You'll need some exposure to machine learning to get the best out of this book.
    Note: Description based on online resource; title from title page (Safari, viewed March 19, 2019)
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  • 69
    ISBN: 9781788471770 , 1788471776
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Information visualization ; Electronic data processing ; Distributed processing ; Open source software ; Electronic books ; Electronic books ; local
    Abstract: Leverage Elastic Stack's machine learning features to gain valuable insight from your data Key Features Combine machine learning with the analytic capabilities of Elastic Stack Analyze large volumes of search data and gain actionable insight from them Use external analytical tools with your Elastic Stack to improve its performance Book Description Machine Learning with the Elastic Stack is a comprehensive overview of the embedded commercial features of anomaly detection and forecasting. The book starts with installing and setting up Elastic Stack. You will perform time series analysis on varied kinds of data, such as log files, network flows, application metrics, and financial data. As you progress through the chapters, you will deploy machine learning within the Elastic Stack for logging, security, and metrics. In the concluding chapters, you will see how machine learning jobs can be automatically distributed and managed across the Elasticsearch cluster and made resilient to failure. By the end of this book, you will understand the performance aspects of incorporating machine learning within the Elastic ecosystem and create anomaly detection jobs and view results from Kibana directly. What you will learn Install the Elastic Stack to use machine learning features Understand how Elastic machine learning is used to detect a variety of anomaly types Apply effective anomaly detection to IT operations and security analytics Leverage the output of Elastic machine learning in custom views, dashboards, and proactive alerting Combine your created jobs to correlate anomalies of different layers of infrastructure Learn various tips and tricks to get the most out of Elastic machine learning Who this book is for If you are a data professional eager to gain insight on Elasticsearch data without having to rely on a machine learning specialist or custom development, Machine Learning with the Elastic Stack is for you. Those looking to integrate machine learning within their search and analytics applications will also find this book very useful. Prior experience with the Elastic Stack is needed to get the most out of this book.
    Note: Description based on online resource; title from title page (Safari, viewed March 22, 2019)
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  • 70
    ISBN: 9781789349276 , 1789349273
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Python (Computer program language) ; Artificial intelligence ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Discover the skill-sets required to implement various approaches to Machine Learning with Python Key Features Explore unsupervised learning with clustering, autoencoders, restricted Boltzmann machines, and more Build your own neural network models using modern Python libraries Practical examples show you how to implement different machine learning and deep learning techniques Book Description Unsupervised learning is about making use of raw, untagged data and applying learning algorithms to it to help a machine predict its outcome. With this book, you will explore the concept of unsupervised learning to cluster large sets of data and analyze them repeatedly until the desired outcome is found using Python. This book starts with the key differences between supervised, unsupervised, and semi-supervised learning. You will be introduced to the best-used libraries and frameworks from the Python ecosystem and address unsupervised learning in both the machine learning and deep learning domains. You will explore various algorithms, techniques that are used to implement unsupervised learning in real-world use cases. You will learn a variety of unsupervised learning approaches, including randomized optimization, clustering, feature selection and transformation, and information theory. You will get hands-on experience with how neural networks can be employed in unsupervised scenarios. You will also explore the steps involved in building and training a GAN in order to process images. By the end of this book, you will have learned the art of unsupervised learning for different real-world challenges. What you will learn Use cluster algorithms to identify and optimize natural groups of data Explore advanced non-linear and hierarchical clustering in action Soft label assignments for fuzzy c-means and Gaussian mixture models Detect anomalies through density estimation Perform principal component analysis using neural network models Create unsupervised models using GANs Who this book is for This book is intended for statisticians, data scientists, machine learning developers, and deep learning practitioners who want to build smart applications by implementing key building block unsupervised learning, and master all the new techniques and algorithms offered in machine learning and deep learning using real-world examples. Some prior knowledge of machine learning concepts and statistics is desirable.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed April 18, 2019)
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  • 71
    ISBN: 9781789533347 , 1789533341
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Neural networks (Computer science) ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: Your one-stop guide to learning and implementing artificial neural networks with Keras effectively Key Features Design and create neural network architectures on different domains using Keras Integrate neural network models in your applications using this highly practical guide Get ready for the future of neural networks through transfer learning and predicting multi network models Book Description Neural networks are used to solve a wide range of problems in different areas of AI and deep learning. Hands-On Neural Networks with Keras will start with teaching you about the core concepts of neural networks. You will delve into combining different neural network models and work with real-world use cases, including computer vision, natural language understanding, synthetic data generation, and many more. Moving on, you will become well versed with convolutional neural networks (CNNs), recurrent neural networks (RNNs), long short-term memory (LSTM) networks, autoencoders, and generative adversarial networks (GANs) using real-world training datasets. We will examine how to use CNNs for image recognition, how to use reinforcement learning agents, and many more. We will dive into the specific architectures of various networks and then implement each of them in a hands-on manner using industry-grade frameworks. By the end of this book, you will be highly familiar with all prominent deep learning models and frameworks, and the options you have when applying deep learning to real-world scenarios and embedding artificial intelligence as the core fabric of your organization. What you will learn Understand the fundamental nature and workflow of predictive data modeling Explore how different types of visual and linguistic signals are processed by neural networks Dive into the mathematical and statistical ideas behind how networks learn from data Design and implement various neural networks such as CNNs, LSTMs, and GANs Use different architectures to tackle cognitive tasks and embed intelligence in systems Learn how to generate synthetic data and use augmentation strategies to improve your models Stay on top of the latest academic and commercial developments in the field of AI Who this book is for This book is for machine learning practitioners, deep learning researchers and AI enthusiasts who are looking to get well versed with different neural network architecture using Keras. Working knowledge of Python programming language is mandatory.
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed May 14, 2019)
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  • 72
    ISBN: 9781789133318 , 1789133319
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Python (Computer program language) ; Neural networks (Computer science) ; Machine learning ; Artificial intelligence ; Electronic books ; local ; Electronic books
    Abstract: Build your Machine Learning portfolio by creating 6 cutting-edge Artificial Intelligence projects using neural networks in Python Key Features Discover neural network architectures (like CNN and LSTM) that are driving recent advancements in AI Build expert neural networks in Python using popular libraries such as Keras Includes projects such as object detection, face identification, sentiment analysis, and more Book Description Neural networks are at the core of recent AI advances, providing some of the best resolutions to many real-world problems, including image recognition, medical diagnosis, text analysis, and more. This book goes through some basic neural network and deep learning concepts, as well as some popular libraries in Python for implementing them. It contains practical demonstrations of neural networks in domains such as fare prediction, image classification, sentiment analysis, and more. In each case, the book provides a problem statement, the specific neural network architecture required to tackle that problem, the reasoning behind the algorithm used, and the associated Python code to implement the solution from scratch. In the process, you will gain hands-on experience with using popular Python libraries such as Keras to build and train your own neural networks from scratch. By the end of this book, you will have mastered the different neural network architectures and created cutting-edge AI projects in Python that will immediately strengthen your machine learning portfolio. What you will learn Learn various neural network architectures and its advancements in AI Master deep learning in Python by building and training neural network Master neural networks for regression and classification Discover convolutional neural networks for image recognition Learn sentiment analysis on textual data using Long Short-Term Memory Build and train a highly accurate facial recognition security system Who this book is for This book is a perfect match for data scientists, machine learning engineers, and deep learning enthusiasts who wish to create practical neural network projects in Python. Readers should already have some basic knowledge of machine learning and neural networks.
    Note: Description based on online resource; title from title page (Safari, viewed April 18, 2019)
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  • 73
    Online Resource
    Online Resource
    Birmingham, UK : Packt Publishing
    ISBN: 9781789951462 , 1789951461
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: R (Computer program language) ; Machine learning ; Data mining ; Electronic books ; Electronic books ; local
    Abstract: Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data. Key Features Build state-of-the-art algorithms that can solve your business' problems Learn how to find hidden patterns in your data Revise key concepts with hands-on exercises using real-world datasets Book Description Starting with the basics, Applied Unsupervised Learning with R explains clustering methods, distribution analysis, data encoders, and features of R that enable you to understand your data better and get answers to your most pressing business questions. This book begins with the most important and commonly used method for unsupervised learning - clustering - and explains the three main clustering algorithms - k-means, divisive, and agglomerative. Following this, you'll study market basket analysis, kernel density estimation, principal component analysis, and anomaly detection. You'll be introduced to these methods using code written in R, with further instructions on how to work with, edit, and improve R code. To help you gain a practical understanding, the book also features useful tips on applying these methods to real business problems, including market segmentation and fraud detection. By working through interesting activities, you'll explore data encoders and latent variable models. By the end of this book, you will have a better understanding of different anomaly detection methods, such as outlier detection, Mahalanobis distances, and contextual and collective anomaly detection. What you will learn Implement clustering methods such as k-means, agglomerative, and divisive Write code in R to analyze market segmentation and consumer behavior Estimate distribution and probabilities of different outcomes Implement dimension reduction using principal component analysis Apply anomaly detection methods to identify fraud Design algorithms with R and learn how to edit or improve code Who this book is for Applied Unsupervised Learning with R is designed for business professionals who want to learn about methods to understand their data better, and developers who have an interest in unsupervised learning. Although the book is for beginners, it will be beneficial to have some basic, beginner-level familiarity with R. This includes an understanding of how to open the R console, how to read data, and how to create a loop. To easily understand the concepts of this book, you should also know basic mathematical concepts, including ex...
    Note: Includes bibliographical references. - Description based on online resource; title from copyright page (Safari, viewed May 15, 2019)
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  • 74
    ISBN: 9781789613568 , 1789613566
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: Third edition.
    Keywords: Machine learning ; R (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applications Key Features Build independent machine learning (ML) systems leveraging the best features of R 3.5 Understand and apply different machine learning techniques using real-world examples Use methods such as multi-class classification, regression, and clustering Book Description Given the growing popularity of the R-zerocost statistical programming environment, there has never been a better time to start applying ML to your data. This book will teach you advanced techniques in ML ,using? the latest code in R 3.5. You will delve into various complex features of supervised learning, unsupervised learning, and reinforcement learning algorithms to design efficient and powerful ML models. This newly updated edition is packed with fresh examples covering a range of tasks from different domains. Mastering Machine Learning with R starts by showing you how to quickly manipulate data and prepare it for analysis. You will explore simple and complex models and understand how to compare them. You'll also learn to use the latest library support, such as TensorFlow and Keras-R, for performing advanced computations. Additionally, you'll explore complex topics, such as natural language processing (NLP), time series analysis, and clustering, which will further refine your skills in developing applications. Each chapter will help you implement advanced ML algorithms using real-world examples. You'll even be introduced to reinforcement learning, along with its various use cases and models. In the concluding chapters, you'll get a glimpse into how some of these blackbox models can be diagnosed and understood. By the end of this book, you'll be equipped with the skills to deploy ML techniques in your own projects or at work. What you will learn Prepare data for machine learning methods with ease Understand how to write production-ready code and package it for use Produce simple and effective data visualizations for improved insights Master advanced methods, such as Boosted Trees and deep neural networks Use natural language processing to extract insights in relation to text Implement tree-based classifiers, including Random Forest and Boosted Tree Who this book is for This book is for data science professionals, machine learning engineers, or anyone who is looking for the ideal guide to help them implement...
    Note: Previous edition published: 2017. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 25, 2019)
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  • 75
    ISBN: 9781838552138 , 1838552138
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Neural networks (Computer science) ; Java (Computer program language) ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Leverage the power of Java and deep learning to build production-grade Computer Vision applications Key Features Build real-world Computer Vision applications using the power of neural networks Implement image classification, object detection, and face recognition Know best practices on effectively building and deploying deep learning models in Java Book Description Although machine learning is an exciting world to explore, you may feel confused by all of its theoretical aspects. As a Java developer, you will be used to telling the computer exactly what to do, instead of being shown how data is generated; this causes many developers to struggle to adapt to machine learning. The goal of this book is to walk you through the process of efficiently training machine learning and deep learning models for Computer Vision using the most up-to-date techniques. The course is designed to familiarize you with neural networks, enabling you to train them efficiently, customize existing state-of-the-art architectures, build real-world Java applications, and get great results in a short space of time. You will build real-world Computer Vision applications, ranging from a simple Java handwritten digit recognition model to real-time Java autonomous car driving systems and face recognition models. By the end of this book, you will have mastered the best practices and modern techniques needed to build advanced Computer Vision Java applications and achieve production-grade accuracy. What you will learn Discover neural Networks and their applications in Computer Vision Explore the popular Java frameworks and libraries for deep learning Build deep neural networks in Java Implement an end-to-end image classification application in Java Perform real-time video object detection using deep learning Enhance performance and deploy applications for production Who this book is for This book is for data scientists, machine learning developers and deep learning practitioners with Java knowledge who want to implement machine learning and deep neural networks in the computer vision domain. You will need to have a basic knowledge of Java programming.
    Note: Description based on online resource; title from title page (Safari, viewed April 2, 2019)
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  • 76
    ISBN: 9781789349702 , 1789349702
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: Second edition.
    Keywords: Python (Computer program language) ; Machine learning ; Neural networks (Computer science) ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries Key Features Build a strong foundation in neural networks and deep learning with Python libraries Explore advanced deep learning techniques and their applications across computer vision and NLP Learn how a computer can navigate in complex environments with reinforcement learning Book Description With the surge in artificial intelligence in applications catering to both business and consumer needs, deep learning is more important than ever for meeting current and future market demands. With this book, you'll explore deep learning, and learn how to put machine learning to use in your projects. This second edition of Python Deep Learning will get you up to speed with deep learning, deep neural networks, and how to train them with high-performance algorithms and popular Python frameworks. You'll uncover different neural network architectures, such as convolutional networks, recurrent neural networks, long short-term memory (LSTM) networks, and capsule networks. You'll also learn how to solve problems in the fields of computer vision, natural language processing (NLP), and speech recognition. You'll study generative model approaches such as variational autoencoders and Generative Adversarial Networks (GANs) to generate images. As you delve into newly evolved areas of reinforcement learning, you'll gain an understanding of state-of-the-art algorithms that are the main components behind popular games Go, Atari, and Dota. By the end of the book, you will be well-versed with the theory of deep learning along with its real-world applications. What you will learn Grasp the mathematical theory behind neural networks and deep learning processes Investigate and resolve computer vision challenges using convolutional networks and capsule networks Solve generative tasks using variational autoencoders and Generative Adversarial Networks Implement complex NLP tasks using recurrent networks (LSTM and GRU) and attention models Explore reinforcement learning and understand how agents behave in a complex environment Get up to date with applications of deep learning in autonomous vehicles Who this book is for This book is for data science practitioners, machine learning engineers, and those interested in deep learning who have a basic foundation in machine learning and some Python programming experience. A background in mathematics and conceptual understandi...
    Note: Description based on online resource; title from title page (Safari, viewed February 15, 2019)
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  • 77
    ISBN: 9781789132502 , 1789132509
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Python (Computer program language) ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Implement machine learning algorithms to build ensemble models using Keras, H2O, Scikit-Learn, Pandas and more Key Features Apply popular machine learning algorithms using a recipe-based approach Implement boosting, bagging, and stacking ensemble methods to improve machine learning models Discover real-world ensemble applications and encounter complex challenges in Kaggle competitions Book Description Ensemble modeling is an approach used to improve the performance of machine learning models. It combines two or more similar or dissimilar machine learning algorithms to deliver superior intellectual powers. This book will help you to implement popular machine learning algorithms to cover different paradigms of ensemble machine learning such as boosting, bagging, and stacking. The Ensemble Machine Learning Cookbook will start by getting you acquainted with the basics of ensemble techniques and exploratory data analysis. You'll then learn to implement tasks related to statistical and machine learning algorithms to understand the ensemble of multiple heterogeneous algorithms. It will also ensure that you don't miss out on key topics, such as like resampling methods. As you progress, you'll get a better understanding of bagging, boosting, stacking, and working with the Random Forest algorithm using real-world examples. The book will highlight how these ensemble methods use multiple models to improve machine learning results, as compared to a single model. In the concluding chapters, you'll delve into advanced ensemble models using neural networks, natural language processing, and more. You'll also be able to implement models such as fraud detection, text categorization, and sentiment analysis. By the end of this book, you'll be able to harness ensemble techniques and the working mechanisms of machine learning algorithms to build intelligent models using individual recipes. What you will learn Understand how to use machine learning algorithms for regression and classification problems Implement ensemble techniques such as averaging, weighted averaging, and max-voting Get to grips with advanced ensemble methods, such as bootstrapping, bagging, and stacking Use Random Forest for tasks such as classification and regression Implement an ensemble of homogeneous and heterogeneous machine learning algorithms Learn and implement various boosting techniques, such as AdaBoost, Gradient Boosting Machine, and XGBoost Who this book is for This book is designed fo...
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 25, 2019)
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  • 78
    ISBN: 9781788998765 , 1788998766
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Reinforcement learning ; Machine learning ; Computer games ; Programming ; Neural networks (Computer science) ; Application software ; Development ; Electronic books ; Electronic books ; local
    Abstract: Understand the core concepts of deep learning and deep reinforcement learning by applying them to develop games Key Features Apply the power of deep learning to complex reasoning tasks by building a Game AI Exploit the most recent developments in machine learning and AI for building smart games Implement deep learning models and neural networks with Python Book Description The number of applications of deep learning and neural networks has multiplied in the last couple of years. Neural nets has enabled significant breakthroughs in everything from computer vision, voice generation, voice recognition and self-driving cars. Game development is also a key area where these techniques are being applied. This book will give an in depth view of the potential of deep learning and neural networks in game development. We will take a look at the foundations of multi-layer perceptron's to using convolutional and recurrent networks. In applications from GANs that create music or textures to self-driving cars and chatbots. Then we introduce deep reinforcement learning through the multi-armed bandit problem and other OpenAI Gym environments. As we progress through the book we will gain insights about DRL techniques such as Motivated Reinforcement Learning with Curiosity and Curriculum Learning. We also take a closer look at deep reinforcement learning and in particular the Unity ML-Agents toolkit. By the end of the book, we will look at how to apply DRL and the ML-Agents toolkit to enhance, test and automate your games or simulations. Finally, we will cover your possible next steps and possible areas for future learning. What you will learn Learn the foundations of neural networks and deep learning. Use advanced neural network architectures in applications to create music, textures, self driving cars and chatbots. Understand the basics of reinforcement and DRL and how to apply it to solve a variety of problems. Working with Unity ML-Agents toolkit and how to install, setup and run the kit. Understand core concepts of DRL and the differences between discrete and continuous action environments. Use several advanced forms of learning in various scenarios from developing agents to testing games. Who this book is for This books is for game developers who wish to create highly interactive games by leveraging the power of machine and deep learning. No prior knowledge of machine learning, deep learning or neural networks is required this book will teach those concept...
    Note: Description based on online resource; title from title page (Safari, viewed May 14, 2019)
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  • 79
    ISBN: 9781789342109 , 1789342104
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Neural networks (Computer science) ; Electronic books ; Electronic books ; local
    Abstract: Implement neural network architectures by building them from scratch for multiple real-world applications. Key Features From scratch, build multiple neural network architectures such as CNN, RNN, LSTM in Keras Discover tips and tricks for designing a robust neural network to solve real-world problems Graduate from understanding the working details of neural networks and master the art of fine-tuning them Book Description This book will take you from the basics of neural networks to advanced implementations of architectures using a recipe-based approach. We will learn about how neural networks work and the impact of various hyper parameters on a network's accuracy along with leveraging neural networks for structured and unstructured data. Later, we will learn how to classify and detect objects in images. We will also learn to use transfer learning for multiple applications, including a self-driving car using Convolutional Neural Networks. We will generate images while leveraging GANs and also by performing image encoding. Additionally, we will perform text analysis using word vector based techniques. Later, we will use Recurrent Neural Networks and LSTM to implement chatbot and Machine Translation systems. Finally, you will learn about transcribing images, audio, and generating captions and also use Deep Q-learning to build an agent that plays Space Invaders game. By the end of this book, you will have developed the skills to choose and customize multiple neural network architectures for various deep learning problems you might encounter. What you will learn Build multiple advanced neural network architectures from scratch Explore transfer learning to perform object detection and classification Build self-driving car applications using instance and semantic segmentation Understand data encoding for image, text and recommender systems Implement text analysis using sequence-to-sequence learning Leverage a combination of CNN and RNN to perform end-to-end learning Build agents to play games using deep Q-learning Who this book is for This intermediate-level book targets beginners and intermediate-level machine learning practitioners and data scientists who have just started their journey with neural networks. This book is for those who are looking for resources to help them navigate through the various neural network architectures; you'll build multiple architectures, with concomitant case studies ordered by the complexity of the problem. A basic un...
    Note: Description based on online resource; title from title page (Safari, viewed April 18, 2019)
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  • 80
    ISBN: 9781789349757 , 1789349753
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: OpenCV (Computer program language) ; Computer vision ; Python (Computer program language) ; Image processing ; Machine learning ; Electronic books ; Electronic books ; local
    Abstract: Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality. Key Features Develop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4)and Python Apply machine learning and deep learning techniques with TensorFlow, Keras, and PyTorch Discover the modern design patterns you should avoid when developing efficient computer vision applications Book Description OpenCV is considered to be one of the best open source computer vision and machine learning software libraries. It helps developers build complete projects in relation to image processing, motion detection, or image segmentation, among many others. OpenCV for Python enables you to run computer vision algorithms smoothly in real time, combining the best of the OpenCV C++ API and the Python language. In this book, you'll get started by setting up OpenCV and delving into the key concepts of computer vision. You'll then proceed to study more advanced concepts and discover the full potential of OpenCV. The book will also introduce you to the creation of advanced applications using Python and OpenCV, enabling you to develop applications that include facial recognition, target tracking, or augmented reality. Next, you'll learn machine learning techniques and concepts, understand how to apply them in real-world examples, and also explore their benefits, including real-time data production and faster data processing. You'll also discover how to translate the functionality provided by OpenCV into optimized application code projects using Python bindings. Toward the concluding chapters, you'll explore the application of artificial intelligence and deep learning techniques using the popular Python libraries TensorFlow, and Keras. By the end of this book, you'll be able to develop advanced computer vision applications to meet your customers' demands. What you will learn Handle files and images, and explore various image processing techniques Explore image transformations, including translation, resizing, and cropping Gain insights into building histograms Brush up on contour detection, filtering, and drawing Work with Augmented Reality to build marker-based and markerless applications Work with the main machine learning algorithms in OpenCV Explore the deep learning Python libraries and OpenCV deep learning capabilities Create computer vision and deep lear...
    Note: Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed May 1, 2019)
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  • 81
    ISBN: 9781838647056 , 1838647058
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; R (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: Learn how to use R to apply powerful machine learning methods and gain insight into real-world applications using clustering, logistic regressions, random forests, support vector machine, and more. Key Features Use R 3.5 to implement real-world examples in machine learning Implement key machine learning algorithms to understand the working mechanism of smart models Create end-to-end machine learning pipelines using modern libraries from the R ecosystem Book Description Machine Learning with R Quick Start Guide takes you on a data-driven journey that starts with the very basics of R and machine learning. It gradually builds upon core concepts so you can handle the varied complexities of data and understand each stage of the machine learning pipeline. From data collection to implementing Natural Language Processing (NLP), this book covers it all. You will implement key machine learning algorithms to understand how they are used to build smart models. You will cover tasks such as clustering, logistic regressions, random forests, support vector machines, and more. Furthermore, you will also look at more advanced aspects such as training neural networks and topic modeling. By the end of the book, you will be able to apply the concepts of machine learning, deal with data-related problems, and solve them using the powerful yet simple language that is R. What you will learn Introduce yourself to the basics of machine learning with R 3.5 Get to grips with R techniques for cleaning and preparing your data for analysis and visualize your results Learn to build predictive models with the help of various machine learning techniques Use R to visualize data spread across multiple dimensions and extract useful features Use interactive data analysis with R to get insights into data Implement supervised and unsupervised learning, and NLP using R libraries Who this book is for This book is for graduate students, aspiring data scientists, and data analysts who wish to enter the field of machine learning and are looking to implement machine learning techniques and methodologies from scratch using R 3.5. A working knowledge of the R programming language is expected.
    Note: Description based on online resource; title from title page (Safari, viewed May 9, 2019)
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  • 82
    ISBN: 9781138690332
    Language: English
    Pages: xi, 201 Seiten , 24 cm
    Series Statement: Routledge studies in human geography
    DDC: 304.80941
    Keywords: Auswanderung ; Großbritannien ; Aufsatzsammlung ; Aufsatzsammlung ; Aufsatzsammlung
    Note: Literaturangaben
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  • 83
    ISBN: 9781138588714
    Language: English
    Pages: x, 281 Seiten , Illustrationen, Diagramme
    Edition: First Edition
    Series Statement: China policy series 57
    Series Statement: China policy series
    Parallel Title: Erscheint auch als Gender dynamics, feminist activism and social transformation in China
    DDC: 305.420951/0905
    Keywords: Feminism History 21st century ; Women's rights History ; Sex discrimination against women History ; Women Political activity ; History ; Aufsatzsammlung ; Aufsatzsammlung ; China ; Feminismus ; Sozialer Wandel ; Gesellschaft ; Entwicklung
    Abstract: Introduction / by Guoguang Wu and Helen Lansdowne -- Chinese feminisms in multiple contexts -- Funü in the gender legacy of the Mao era and contemporary feminist struggle in China / by Xin Huang -- The cultural politics of women's human rights in transnational China : from the 1995 fourth world conference on women to now / by Sophia Woodman -- Why did liberal feminism lead the way when western feminisms travelled to China in the 1980s-1990s? / by Feng Xu -- Gender equalities in political economy -- We planted all these trees decades ago : elder activism against devaluing women's labour / by Shuxuan Zhou -- Claiming land rights for rural women : analyses based on 180 lawsuits / by Jianmei Guo and Xiaoquan Lv -- Equality and the Chinese pursuit of socialist feminism / by Lanyan Chen -- Gender awareness on peripheries -- How can a radical sexual play work in a "conservative" community? : the adaptation and recreation of the vagina monologues in China / by Qianting Ke -- Radical feminist disruption in China : a case of topless for the 2012 anti-domestic law petition / by Di Wang -- Unmarried mothers in China and their feminist resistance : demanding legal rights or social understanding? / by Qian Liu -- Chinese feminists in action -- Women levering the state in a glocal China : from the rise of feminist NGOs to the legislation of anti-domestic violence / by Yuan Feng -- From margin to centre : feminist mobilizations in digital China / by Jing Xiong -- Engaging boys and girls for fighting gender violence : action research of school-based violence prevention project in China / by Xiying Wang -- Conclusion.
    Note: Includes bibliographical references and index
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  • 84
    Book
    Book
    London : Routledge
    ISBN: 9780815385875 , 9780815385868
    Language: English
    Pages: xviii, 316 Seiten , Illustrationen
    Edition: Fifth edition
    Series Statement: The Nissan Institute/Routledge Japanese studies series
    DDC: 306.0952
    Keywords: SOCIAL SCIENCE ; Anthropology ; Cultural ; SOCIAL SCIENCE ; Sociology ; General ; SOCIAL SCIENCE ; Ethnic Studies ; Asian American Studies ; Social conditions ; Japan ; Japan Social conditions ; Japan ; Gesellschaft ; Kultur
    Note: Includes bibliographical references and index
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  • 85
    ISBN: 9781138359567 , 9780367664053
    Language: English
    Pages: xv, 212 Seiten , Illustrationen
    Series Statement: Perspectives on the non-human in literature and culture
    DDC: 304.27
    RVK:
    Keywords: Geschichte 1837-1901 ; Englisch ; Literatur ; Tiere ; Großbritannien
    Note: Literaturangaben
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  • 86
    ISBN: 9781138986756 , 9780415172608
    Language: English
    Pages: xii, 330 Seiten , 24 cm
    Series Statement: Routledge progress in psychology 3
    Series Statement: Routledge progress in psychology
    DDC: 303.6/0941
    RVK:
    Keywords: Violence on television ; Television programs ; Fernsehsendung ; Fernsehen ; Gewalt ; Gewaltdarstellung ; Großbritannien ; Großbritannien ; Fernsehen ; Gewalt ; Großbritannien ; Gewaltdarstellung ; Fernsehsendung
    Note: Includes bibliographical references (p. [304]-316) and indexes
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  • 87
    ISBN: 9781138634916
    Language: English
    Pages: x, 180 Seiten , Diagramme
    Edition: Reissued
    Series Statement: Routledge revivals
    Parallel Title: Erscheint auch als
    Dissertation note: Dissertation Universität Amsterdam 1999
    DDC: 306.8743
    Keywords: Geschichte 1980-1996 ; Work and family Case studies ; Women Case studies Employment ; Working mothers Case studies ; Mutter ; Frauenarbeit ; Berufstätigkeit ; Schweden ; Deutschland ; Großbritannien ; Niederlande ; Hochschulschrift ; Deutschland ; Großbritannien ; Schweden ; Niederlande ; Frauenarbeit ; Mutter ; Berufstätigkeit ; Geschichte 1980-1996
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  • 88
    ISBN: 9780367348106 , 9781138814004
    Language: English
    Pages: x, 216 Seiten , 24 cm
    Series Statement: Routledge advances in critical diversities 5
    Series Statement: Routledge advances in critical diversities
    DDC: 306.76
    RVK:
    RVK:
    Keywords: Sexual minorities Social conditions ; Sexual minorities Identity ; Sexual minority community ; Communities ; Identität ; LGBT ; Gemeinschaft ; Gesellschaft ; Großbritannien ; Großbritannien ; LGBT ; Großbritannien ; LGBT ; Identität ; Gemeinschaft ; Gesellschaft
    Abstract: The phrase LGBT community is often used by policy-makers, service providers, and lesbian, gay, bisexual and trans (LGBT) people themselves, but what does it mean? What understandings and experiences does that term suggest, and ignore? Based on a UK-wide study funded by the Arts and Humanities Research Council, this book explores these questions from the perspectives of over 600 research participants. Examining ideas about community ownership; difference and diversity; relational practices within and beyond physical spaces; imagined communities and belongings; the importance of ritual spaces and symbols, and consequences for wellbeing, the book foregrounds the lived experience of LGBT people to offer a broad analysis of commonalities and divergences in relation to LGBT identities. Drawing on an interdisciplinary perspective grounded in international social science research, the book will appeal to students and scholars with interests in sexual and/or gender identities in the fields of community studies, cultural studies, gender studies, geography, leisure studies, politics, psychology, sexuality studies, social policy, social work, socio-legal studies, and sociology. The book also offers implications for practice, suitable for policy-maker, practitioner, and activist audiences, as well as those with a more personal interest.
    Abstract: Introduction -- "Owning" and questioning LGBT communities -- Diversity, inequality and prejudice amongst LGBT people -- Lived experience and "doing" community -- Relationships to, within and beyond physical spaces -- The pleasures and pains of scene spaces -- Pride spaces, rituals and symbols -- Imagined communities and a sense of belonging -- Consequences for wellbeing -- Conclusions and implications
    Note: Includes bibliographical references and index
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  • 89
    ISBN: 9781472466594
    Language: English
    Pages: xv, 254 Seiten , Illustrationen , 24 cm
    Series Statement: British literature in context in the long eighteenth century
    Parallel Title: Erscheint auch als
    DDC: 395.094109033
    Keywords: Commonwealth ; Geschichte 1700-1850 ; Noise Social aspects 18th century ; History ; Courtesy History 18th century ; Literatur ; Geräusch ; Umgang ; Englisch ; Alltagskultur ; Geräusch ; Großbritannien ; Aufsatzsammlung ; Großbritannien ; Commonwealth ; Geräusch ; Umgang ; Englisch ; Literatur ; Alltagskultur ; Geräusch ; Geschichte 1700-1850
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  • 90
    ISBN: 9781138223035 , 9781138223028
    Language: English
    Pages: x, 275 Seiten , Illustrationen, Diagramme
    Edition: Second edition
    Series Statement: Communication and society
    DDC: 306.0941
    Keywords: Social change History ; Political culture History ; Social values History ; Conflict of generations Political aspects ; Mass media Political aspects ; New Left History ; New Left Press coverage ; Right and left (Political science) ; Großbritannien ; Zeitung ; Wert ; Generationskonflikt ; Neue Linke ; Geschichte
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  • 91
    ISBN: 9781138388796
    Language: English
    Pages: xv, 312 Seiten , Illustrationen, Diagramme
    Series Statement: Routledge studies in affective societies
    Parallel Title: Erscheint auch als Analyzing affective societies
    DDC: 152.4
    RVK:
    RVK:
    Keywords: Affect (Psychology) Social aspects ; Emotions Sociological aspects ; Aufsatzsammlung ; Sozialpsychologie ; Affekt ; Gesellschaft
    Note: Literaturangaben
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  • 92
    ISBN: 9781138631366
    Language: English
    Pages: xiii, 191 Seiten
    Series Statement: Routledge advances in sociology
    DDC: 303.66
    RVK:
    Keywords: Gesellschaft ; Bewaffneter Konflikt ; Friedenskonsolidierung ; Zeit ; Zeitfaktor ; Nachkriegszeit ; Transitional Justice ; Versöhnung
    Note: Includes bibliographical references and index.
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  • 93
    ISBN: 9780813317762
    Language: English
    Pages: xxii, 698 Seiten , Illustrationen
    DDC: 301.01
    RVK:
    RVK:
    RVK:
    Keywords: Theorie ; Gleichberechtigung ; Sozialethik ; Feminismus ; Frau ; Gesellschaft ; Aufsatzsammlung
    Note: Literaturangaben
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  • 94
    ISBN: 9781138062504
    Language: English
    Pages: xiii, 292 S.
    Series Statement: Routledge frontiers of political economy 250
    Series Statement: Routledge frontiers of political economy
    DDC: 303.484
    Keywords: Krise ; Bewältigung ; Politisches System ; Wirtschaftssystem ; Gesellschaft
    Note: Literaturangaben
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  • 95
    ISBN: 9781138546967 , 9781409458036 , 9781409458043 , 9781472407627
    Language: English
    Pages: xviii, 287 Seiten , Illustrationen
    Series Statement: Border regions series
    DDC: 304.8
    RVK:
    RVK:
    RVK:
    RVK:
    RVK:
    Keywords: Entscheidungsfindung ; Internationale Migration ; Mobilität ; Einwanderer ; Gesellschaft ; Migration ; Psychologie ; Emigration and immigration Case studies Social aspects ; Emigration and immigration Case studies Psychological aspects ; Immigrants Case studies Psychology ; Ethnopsychology Case studies ; Identity (Psychology) Case sutides Social aspects ; Assimilation (Sociology) Case studies ; Aufsatzsammlung ; Fallstudiensammlung
    Note: Literaturangaben
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  • 96
    ISBN: 9781138351998 , 9781138212886
    Language: English
    Pages: xxii, 248 Seiten
    Series Statement: Sociological futures
    DDC: 306.430941
    RVK:
    Keywords: Soziale Ungleichheit ; Hochschulbildung ; Sozialstatus ; Großbritannien ; Aufsatzsammlung ; Aufsatzsammlung
    Note: Literaturangaben
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  • 97
    ISBN: 9781138291539
    Language: English
    Pages: xv, 167 Seiten
    Series Statement: Routledge advances in sociology
    DDC: 339.2
    RVK:
    Keywords: Occupy London (Movement) ; Protestbewegung ; Finanzkrise ; Einkommensverteilung ; Großbritannien ; Welt ; London ; Occupy movement ; Global Financial Crisis, 2008-2009 ; Income distribution
    Abstract: "Just because there has been a crisis does not necessarily mean there is going to be a change. And yet why, exactly, did nothing change in the face of global resistances and movements which followed the financial meltdown of 2007/8. Based on ethnographic research with the Occupy movement in London - as a case study of one post-crash attempt to bring alternatives about - this book argues that change was ultimately foreclosed by widespread 'common sense' limitations of what was considered possible after the crash. Offering a critically constructive analysis of the Occupy movement in London and incorporating both activist praise and self-criticism of their movement, Occupying London discusses both the political potential suggested by the occupation of space and the slogan 'we are the 99%', as well as the problematic extension of post-crash normativity into the movement through issues of organisation, repetitions of wider norms, and an inadvertent acceptance of wider distributions of possibility. Such positives and negatives are shown to have played out in a wide-range of arenas: from the occupation of space itself, through attempts to organise collective appearance and voice, as well as 'authentic' constructions of resistance and 'cynical' framings of power. The author's intention is to provoke thought on behalf of any 'half-fascinated, half-devastated witnesses' of the financial crash and the political disappointments which followed. It is argued that such movements possess the potential to bring about progressive change, but only if they intervene into wider distributions of 'common sense' by embracing collective symbolic efficiency and avoiding binary framings of 'authentic' resistance vs. 'hidden' power"--
    Abstract: Introduction : now is the winter of our discount tents! -- What is our one demand? -- Whose streets? Our streets! -- We are the 99% -- This is what democracy looks like -- They owe us -- Conclusion : this is not a protest, It's a process
    Note: Includes bibliographical references
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  • 98
    Book
    Book
    London : Routledge
    ISBN: 9781138234079 , 9781315308074
    Language: English
    Pages: xi, 233 Seiten , Diagramme
    Series Statement: Routledge studies in emerging societies 7
    Series Statement: Routledge studies in emerging societies
    DDC: 338.95195
    RVK:
    Keywords: Entwicklung ; Kultur ; Gesellschaft ; Europäisch ; Südkorea ; Economic development ; Economic development ; Korea (South) ; Korea (South) Economic policy ; Südkorea ; Wirtschaftsentwicklung ; Wirtschaftspolitik
    Abstract: Introduction: what is the discourse of Seonjinguk? -- From "munmyeong" (civilization) to "baljeon" (development) : the 1880s : the 1950s -- The origins of Korea's eurocentrism : gaehwa and munmyeong discourses from the 1880s to the 1930s -- The politics of modern discourse of civilization in colonized Korea : the 1910s and the 1920s -- Competition between civilization and development discourses : the 1950s -- The rise of developmentalism and its current state : the 1960s : the present -- The rise of developmentalism and Seonjinguk discourse : the 1960s and the 1970s -- Change in the discourse of Seonjinguk : the 1980s and the 1990s -- The discursive structure of korea's developmentalism and the mobilization of nation : geundaehwa (modernization), segyehwa (globalization), and seonjinhwa (becoming advanced) -- National and regional identities and mutual perceptions in the development era -- A comparison of development discourses in Korea, China, and Japan: national identities and mutual perceptions -- A comparison of regional identities between Northeast Asia and Europe : the constructions of "self" and "others" -- Conclusion: beyond the discourse of Seonjinguk
    Note: Includes bibliographical references and index
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  • 99
    ISBN: 9781138351899
    Language: English
    Pages: x, 180 Seiten , Illustrationen
    Edition: First issued in paperback
    Series Statement: Routledge advances in sociology 189
    Series Statement: Routledge advances in sociology
    Parallel Title: Erscheint auch als Algorithmic cultures
    DDC: 303.48/33
    RVK:
    RVK:
    RVK:
    RVK:
    Keywords: Information society ; Technological innovations Social aspects ; Algorithms Social aspects ; Big data Social aspects ; Algorithms ; Big data ; Gesellschaft ; Information society ; Technological innovations ; Algorithmus ; Big Data ; Informationsgesellschaft
    Abstract: What are algorithmic cultures? / Jonathan Roberge / Robert Seyfert -- The algorithmic choreography of the impressionable subject / Lucas D. Introna -- #trendingistrending : when algorithms become culture / Tarleton Gillespie -- Shaping consumers' online voices : algorithmic apparatus or evaluation culture? / Jean-Samuel Beuscart / Kevin Mellet -- Deconstructing the algorithm : four types of digital information calculations / Dominique Cardon -- Baffled by an algorithm : mediation and the auditory relations of "immersive audio" / Joe Klett -- Algorhythmic ecosystems : neoliberal couplings and their pathogenesis 1960 present / Shinataro Miyazaki -- Drones : the mobilization of algorithms / Valentin Rauer -- Social bots as algorithmic pirates and messengers of techno-environmental agency / Oliver Leistert
    Note: Enthält Literaturangaben und Index
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  • 100
    ISBN: 9781788996525 , 1788996526
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Java (Computer program language) ; Application program interfaces (Computer software) ; Machine learning ; Application software ; Development ; Electronic books ; Electronic books ; local
    Abstract: Build and deploy powerful neural network models using the latest Java deep learning libraries About This Book Understand DL with Java by implementing real-world projects Master implementations of various ANN models and build your own DL systems Develop applications using NLP, image classification, RL, and GPU processing Who This Book Is For If you are a data scientist, machine learning professional, or deep learning practitioner keen to expand your knowledge by delving into the practical aspects of deep learning with Java, then this book is what you need! Get ready to build advanced deep learning models to carry out complex numerical computations. Some basic understanding of machine learning concepts and a working knowledge of Java are required. What You Will Learn Master deep learning and neural network architectures Build real-life applications covering image classification, object detection, online trading, transfer learning, and multimedia analytics using DL4J and open-source APIs Train ML agents to learn from data using deep reinforcement learning Use factorization machines for advanced movie recommendations Train DL models on distributed GPUs for faster deep learning with Spark and DL4J Ease your learning experience through 69 FAQs In Detail Java is one of the most widely used programming languages. With the rise of deep learning, it has become a popular choice of tool among data scientists and machine learning experts. Java Deep Learning Projects starts with an overview of deep learning concepts and then delves into advanced projects. You will see how to build several projects using different deep neural network architectures such as multilayer perceptrons, Deep Belief Networks, CNN, LSTM, and Factorization Machines. You will get acquainted with popular deep and machine learning libraries for Java such as Deeplearning4j, Spark ML, and RankSys and you'll be able to use their features to build and deploy projects on distributed computing environments. You will then explore advanced domains such as transfer learning and deep reinforcement learning using the Java ecosystem, covering various real-world domains such as healthcare, NLP, image classification, and multimedia analytics with an easy-to-follow approach. Expert reviews and tips will follow every project to give you insights and hacks. By the end of this book, you will have stepped up your expertise when it comes to deep learning in Java, taking it beyond theory and be able to build ...
    Note: Description based on online resource; title from title page (Safari, viewed July 31, 2018)
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