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Automated Machine Learning for Business - Kai R. Larsen - Bog - Oxford University Press Inc - Plusbog.dk

Automated Machine Learning for Business - Kai R. Larsen - Bog - Oxford University Press Inc - Plusbog.dk

Teaches the machine learning process for business students and professionals using automated machine learning, a new development in data science that requires only a few weeks to learn instead of years of trainingThough the concept of computers learning to solve a problem may still conjure thoughts of futuristic artificial intelligence, the reality is that machine learning algorithms now exist within most major software, including Websites and even word processors. These algorithms are transforming society in the most radical way since the Industrial Revolution, primarily through automating tasks such as deciding which users to advertise to, which machines are likely to break down, and which stock to buy and sell. While this work no longer always requires advanced technical expertise, it is crucial that practitioners and students alike understand the world of machine learning. In this book, Kai R. Larsen and Daniel S. Becker teach the machine learning process using a new development in data science: automated machine learning (AutoML). AutoML, when implemented properly, makes machine learning accessible by removing the need for years of experience in the most arcane aspects of data science, such as math, statistics, and computer science. Larsen and Becker demonstrate how anyone trained in the use of AutoML can use it to test their ideas and support the quality of those ideas during presentations to management and stakeholder groups. Because the requisite investment is a few weeks rather than a few years of training, these tools will likely become a core component of undergraduate and graduate programs alike. With first-hand examples from the industry-leading DataRobot platform, Automated Machine Learning for Business provides a clear overview of the process and engages with essential tools for the future of data science.

DKK 837.00
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Making a Machine That Sees Like Us - Zygmunt Pizlo - Bog - Oxford University Press Inc - Plusbog.dk

Machine-Age Comedy - Michael North - Bog - Oxford University Press Inc - Plusbog.dk

Smashing the Liquor Machine - Mark Lawrence (assistant Professor Of Political Science Schrad - Bog - Oxford University Press Inc - Plusbog.dk

Smashing the Liquor Machine - Mark Lawrence (assistant Professor Of Political Science Schrad - Bog - Oxford University Press Inc - Plusbog.dk

When most people think of the prohibition era, they think of speakeasies, gin runners, and backwoods fundamentalists railing about the ills of strong drink. In other words, in the popular imagination, it is a peculiarly American event. Yet, as Mark Lawrence Schrad shows in Smashing the Liquor Machine, the conventional scholarship on prohibition is extremely misleading for a simple reason: American prohibition was just one piece of a global wave of prohibition laws that occurred around the same time. Schrad''s counterintuitive global history of prohibition looks at the anti-alcohol movement around the globe through the experiences of pro-temperance leaders like Thomas Masaryk, founder of Czechoslovakia, Vladimir Lenin, Leo Tolstoy, and anti-colonial activists in India. Schrad argues that temperance wasn''t "American exceptionalism" at all, but rather one of the most broad-based and successful transnational social movements of the modern era. In fact, Schrad offers a fundamental re-appraisal of this colorful era to reveal that temperance forces frequently aligned with progressivism, social justice, liberal self-determination, democratic socialism, labor rights, women''s rights, and indigenous rights. By placing the temperance movement in a deep global context, he forces us to fundamentally rethink all that we think we know about the movement. Rather than a motley collection of puritanical American evangelicals, the global temperance movement advocated communal self-protection against the corrupt and predatory "liquor machine" that had become exceedingly rich off the misery and addictions of the poor around the world, from the slums of South Asia to central Europe to the Indian reservations of the American west. Unlike many traditional "dry" histories, Smashing the Liquor Machine gives voice to minority and subaltern figures who resisted the global liquor industry, and further highlights that the impulses that led to the temperance movement were far more progressive and variegated than American readers have been led to believe.

DKK 274.00
1

The Perpetual Enterprise Machine - Steven C. Wheelwright - Bog - Oxford University Press Inc - Plusbog.dk

The Perpetual Enterprise Machine - Steven C. Wheelwright - Bog - Oxford University Press Inc - Plusbog.dk

US manufacturing is today in a critical period. As a consequence of new global competitors, changes in technologies, and significant shifts in national priorities, our manufacturing base has shrunk alarmingly and thousands of manufacturing jobs have been lost. To address this problem, a unique team was formed called the Manufacturing Vision Group, which included members from five major companies (Chaparral Steel, DEC, Ford Motor Company, Hewlett-Packard, and Eastman Kodak) and four major universities (Harvard, MIT, Purdue, and Stanford). In The Perpetual Enterprise Machine, this group argues that the manufacturer that can initiate successful projects--leading to new products and processes--will be the one that prospers in the years ahead. They reveal how to launch a successful project and how projects can be mechanisms for growth and learning for the firm. The Perpetual Enterprise Machine outlines seven critical elements that outstanding development projects have in common, principles that can be powerful engines of success for the manufacturer facing the challenges of today''s fiercely competitive environment. Successful firms are able to use their Core Capabilities across functions, to bring together disciplines and personnel crucial to the success of the program. They have a Guiding Vision, shared by all members of the project team, that helps coordinate the actions of workers with different skills and priorities. They Push the Performance Envelope, striving to make the improvements needed to cope with a rapidly changing competitive environment. They have Leadership, someone who can navigate uncertain terrain, who sees the project''s essential elements and how they fit together. They instill the team with a sense of Ownership and Commitment, linking their personal success, status, and esteem to accomplishing project goals. They use Prototyping to learn rapidly and reduce mistakes. And they Integrate within Projects, approaching individual tasks in terms of a system-wide solution. Throughout the book, the authors illustrate these seven principles with real life case histories. We see the story behind Kodak''s development of the FunSaver camera (done on a unique CAD/CAM system that greatly helped integration and shortened the lead time from design to production); Ford''s 1991 Crown Victoria, the first project launched under their Concept-to-Customer system; Chaparral Steel''s development of the world''s first horizontal steel caster; and Hewlett-Packard''s wildly successful DeskJet printer. The Perpetual Enterprise Machine delivers the insights of some of the top minds from industry and academia on one of the primary concerns of American business--how to revitalize our manufacturing industries. Visionary--yet engaging and immediately accessible--it gives managers the opportunity to profit from the trials and triumphs of five major corporations, and helps them shape the kinds of projects that will thrive and prosper in the years ahead.

DKK 450.00
1

The Machine in the Garden - Leo Marx - Bog - Oxford University Press Inc - Plusbog.dk

The Intelligent Movement Machine - Michael Graziano - Bog - Oxford University Press Inc - Plusbog.dk

Life in the Political Machine - Jonathan T. (associate Professor Of Political Science Hiskey - Bog - Oxford University Press Inc - Plusbog.dk

Life in the Political Machine - Jonathan T. (associate Professor Of Political Science Hiskey - Bog - Oxford University Press Inc - Plusbog.dk

Whether in the northern provinces of Argentina, the central states of Mexico, or the southern states of the United States, less-than-democratic subnational regimes are often found within democratic national political systems. However, little is known about how or if these subnational pockets foster political attitudes and behavior that threaten the democratic norms that exist at the national level. Life in the Political Machine offers one of the first systematic explorations of the ways in which subnational "dominant-party enclaves" influence citizens'' political attitudes and behaviors through a focus on the provinces and states of Argentina and Mexico. Specifically, the authors find starkly divergent patterns of political attitudes and behaviors among citizens in dominant-party enclaves as opposed to those living in competitive multiparty systems. In the latter, the authors find a political culture that approximates what scholars have long documented in established democracies. In the former, they uncover three factors--the politicization of the rule of law, an uneven electoral playing field, and the partisan cooptation of state resources--that strongly shape citizens'' understanding of democratic principles, accountability, and political participation. The authors argue that this environment erodes public support for democracy at the national level and that these local strongholds of illiberalism thus provide added fuel to the recent drift from democracy globally. Ultimately, this book calls for greater attention to subnational variations in citizens'' political attitudes and behaviors in order to more fully understand the process through which a national democratic political culture can emerge.

DKK 667.00
1

Diversity in the Neuronal Machine - Ivan Soltesz - Bog - Oxford University Press Inc - Plusbog.dk

Diversity in the Neuronal Machine - Ivan Soltesz - Bog - Oxford University Press Inc - Plusbog.dk

This book is a colorful journey into the fascinatingly diverse world of interneurons, an important class of highly heterogeneous cells found in all cortical neuronal networks. Interneurons are known to play key roles in many brain functions, from sensory processing to neuronal oscillations linked to learning and memory. The central aim of the volume is to provide new insights into the striking degree of cellular diversity found in interneuronal microcircuits. The book discusses the history of research into interneuronal variability, the developmental origins of interneuronal diversity, the functional roles of heterogeneity in neuronal circuits, contemporary interneuronal classification systems, and the genetic and homeostatic mechanisms that shape the degree of cell to cell variability within interneuronal populations. It elaborates on new ideas about interneuronal diversity that rest upon theoretical and experimental results, with arguments touching upon evolution, animal behavior, and the mathematical theory of small world networks. This engaging volume is invaluable to neuroscientists and others interested in how neuronal newtworks function; electrical engineers, computational modelers, and physicists interested in neuronal network theory; neurologists and psychiatrists working on mechanisms of neurological and psychiatric disorders; and students and trainees in all of these fields.

DKK 889.00
1

Moral Machines - Wendell Wallach - Bog - Oxford University Press Inc - Plusbog.dk

Black Screens, White Frames - Tanya Shilina Conte - Bog - Oxford University Press Inc - Plusbog.dk

Black Screens, White Frames - Tanya Shilina Conte - Bog - Oxford University Press Inc - Plusbog.dk

Black Screens, White Frames offers a new understanding of blank screens in cinema. Drawing on Gilles Deleuze''s film-philosophy, author Tanya Shilina-Conte provides a detailed examination of non-images from early cinema to post-cinema. In other arts, absence has often been understood in terms of negative characteristics such as lacuna or lack, vacuum or void. Guided by a film-philosophical methodology and experimental modes of cinema rather than a thematic interpretation of its narrative forms, Shilina-Conte advances the concept of the filmmaking machine. She posits the filmmaking machine as an abstract art machine in constant production, which shifts our understanding of absence in cinema from negative to generative theorization. In the course of machinic production, dissociation ceases to be a negative characteristic of failure or incapacity and becomes a creative and capacious gesture of artistic experimentation. Further, she argues that blank screens function as points of deterritorialization within the filmmaking machine. In each chapter, she demonstrates that black or white screens either instigate relative deterritorializations or engender absolute escapes from narrative regimes in cinema. Blank screens in cinema, as machinic mutations and conditions of possibility, do not represent or symbolize but instead activate what is yet to appear and still to become. This reconsideration of non-images allows us to perform a more nuanced analysis of cinematic modes often overlooked in traditional film criticism. The wide-ranging discussion of canonical and rare examples in Shilina-Conte''s book uncovers how absence as a productive mode alters the way we study cinema and changes the questions we ask about its history.

DKK 314.00
1

Black Screens, White Frames - Tanya Shilina Conte - Bog - Oxford University Press Inc - Plusbog.dk

Black Screens, White Frames - Tanya Shilina Conte - Bog - Oxford University Press Inc - Plusbog.dk

Black Screens, White Frames offers a new understanding of cinematic blankness. Drawing on Gilles Deleuze''s philosophy, Tanya Shilina-Conte provides a detailed examination of non-images throughout film history. In different arts, including cinema, absence has often been understood in a negative way— as a lack or lacuna, a vacuum or void. To remedy this, Shilina-Conte advances the concept of the filmmaking machine as an abstract art machine in constant production, which shifts our understanding of absence in cinema from negative to generative theorization. In the course of machinic production, dissociation ceases to be a negative characteristic of failure or incapacity and becomes a creative and capacious gesture of artistic experimentation. Shilina-Conte''s approach is guided by a film-philosophical methodology and experimental modes of cinema rather than a thematic interpretation of its narrative forms. Further, she argues that blank screens (and their derivatives) function as points of deterritorialization within the filmmaking machine. In each chapter, she demonstrates that black or white screens either instigate relative deterritorializations or engender absolute escapes from narrative regimes in cinema. Blank screens in cinema, as machinic mutations and conditions of possibility, do not represent or symbolize but instead activate what has yet to appear and is still to become. This innovative reconsideration of non-images allows us to perform more nuanced analyses of cinematic modes often overlooked in traditional film criticism. The wide-ranging discussion of canonical and rare examples in Shilina-Conte''s book uncovers how absence as a productive process not only alters the ways in which we study cinema but also changes the questions we ask about its history.

DKK 965.00
1

The Kaiser's Army - Eric Dorn Brose - Bog - Oxford University Press Inc - Plusbog.dk

Perspectives on Adaptation in Natural and Artificial Systems - - Bog - Oxford University Press Inc - Plusbog.dk

In Order to Learn - - Bog - Oxford University Press Inc - Plusbog.dk

Formal Grammar - - Bog - Oxford University Press Inc - Plusbog.dk

The Clinical Science of Neurologic Rehabilitation - Bruce H. Dobkin - Bog - Oxford University Press Inc - Plusbog.dk

Watching Weimar Dance - Kate Elswit - Bog - Oxford University Press Inc - Plusbog.dk

Watching Weimar Dance - Kate Elswit - Bog - Oxford University Press Inc - Plusbog.dk

Watching Weimar Dance asks what audiences saw in the peculiarly turbulent and febrile moment of the Weimar Republic. It closely analyses the reception of various performances, from cabaret to concert dance and experimental theatre, in their own time and place - at home in interwar Germany, on tour, and later returning from exile after World War II. Spectator reports that performers died or became half-machine archived not only the physicality of past performance, but also the ways audiences used the temporary world of the stage to negotiate pressing social issues, from female visibility within commodity culture to the functioning of human-machine hybrids in an era of increasing technologization. These accounts offer offer limit cases for the body on stage and, in so doing, speak to the preoccupations of the day. Approaching a range of performance artists, including Oskar Schlemmer, Valeska Gert, Kurt Jooss, Mary Wigman, Bertolt Brecht, Anita Berber, and the Tiller Girl troupes, through archives of watching, the reception of these performances also revises and complicates understandings of Ausdruckstanz as the representative dance of this moment in Germany. They further reveal how such practices came to be reconfigured and imbued with new significance in the post-war era. By bringing insights from theatre, dance, and performance studies to German cultural studies, and vice versa, Watching Weimar Dance develops a culturally-situated model of watching that not only offers a revisionist narrative, but also demonstrates new methods for dance scholarship to shape cultural history.

DKK 506.00
1

Old Norse Mythology - John Lindow - Bog - Oxford University Press Inc - Plusbog.dk

Spoken Natural Language Dialog Systems - D. Richard Hipp - Bog - Oxford University Press Inc - Plusbog.dk

Artificial Intelligence - Jerry (fellow Kaplan - Bog - Oxford University Press Inc - Plusbog.dk

Artificial Intelligence - Jerry (fellow Kaplan - Bog - Oxford University Press Inc - Plusbog.dk

Over the coming decades, Artificial Intelligence will profoundly impact the way we live, work, wage war, play, seek a mate, educate our young, and care for our elderly. It is likely to greatly increase our aggregate wealth, but it will also upend our labor markets, reshuffle our social order, and strain our private and public institutions. Eventually it may alter how we see our place in the universe, as machines pursue goals independent of their creators and outperform us in domains previously believed to be the sole dominion of humans. Whether we regard them as conscious or unwitting, revere them as a new form of life or dismiss them as mere clever appliances, is beside the point. They are likely to play an increasingly critical and intimate role in many aspects of our lives.The emergence of systems capable of independent reasoning and action raises serious questions about just whose interests they are permitted to serve, and what limits our society should place on their creation and use. Deep ethical questions that have bedeviled philosophers for ages will suddenly arrive on the steps of our courthouses. Can a machine be held accountable for its actions? Should intelligent systems enjoy independent rights and responsibilities, or are they simple property? Who should be held responsible when a self-driving car kills a pedestrian? Can your personal robot hold your place in line, or be compelled to testify against you? If it turns out to be possible to upload your mind into a machine, is that still you? The answers may surprise you.

DKK 126.00
1

Artificial Intelligence - Jerry Kaplan - Bog - Oxford University Press Inc - Plusbog.dk

Artificial Intelligence - Jerry Kaplan - Bog - Oxford University Press Inc - Plusbog.dk

Over the coming decades, Artificial Intelligence will profoundly impact the way we live, work, wage war, play, seek a mate, educate our young, and care for our elderly. It is likely to greatly increase our aggregate wealth, but it will also upend our labor markets, reshuffle our social order, and strain our private and public institutions. Eventually it may alter how we see our place in the universe, as machines pursue goals independent of their creators and outperform us in domains previously believed to be the sole dominion of humans. Whether we regard them as conscious or unwitting, revere them as a new form of life or dismiss them as mere clever appliances, is beside the point. They are likely to play an increasingly critical and intimate role in many aspects of our lives.The emergence of systems capable of independent reasoning and action raises serious questions about just whose interests they are permitted to serve, and what limits our society should place on their creation and use. Deep ethical questions that have bedeviled philosophers for ages will suddenly arrive on the steps of our courthouses. Can a machine be held accountable for its actions? Should intelligent systems enjoy independent rights and responsibilities, or are they simple property? Who should be held responsible when a self-driving car kills a pedestrian? Can your personal robot hold your place in line, or be compelled to testify against you? If it turns out to be possible to upload your mind into a machine, is that still you? The answers may surprise you.

DKK 380.00
1

Camera Works - Michael North - Bog - Oxford University Press Inc - Plusbog.dk

Camera Works - Michael North - Bog - Oxford University Press Inc - Plusbog.dk

Camera Works is about the impact of photography and film on modern art and literature. For many artists and writers, these new media offered hope of new means of representation, neither linguistic nor pictorial, but hovering in a kind of utopian space between. At the same time, the new media introduced a dramatic element of novelty into the age-old evidence of the senses. For the avant-garde, the challenges of the new media were the modern in its most concentrated form, but even for aesthetically unadventurous writers they constituted an element of modern experience that could hardly be ignored.Camera Works thus traces some of the more utopian projects of transatlantic avant-garde, including the Readie machine of Bob Brown, which was to turn stories and poems into strips of linguistic film. The influence of photography and film on the avant-garde is traced from the early days of Camera Work, through the enthusiasm of Eugene Jolas and the contributors to his magazine transition, to the crisis created by the introduction of sound in the late 1920''s. Subseguent chapters describe the entirely new kind of sensory enjoyment brought into modern American fiction by the new media. What Fitzgerald calls "spectroscopic gayety," the enjoyable diorientation of the senses by machine perception, turns out to be a powerful force in much American fiction. The revolutionary possibilities of this new spectatorship and its limitations are pursued through a number of examples, including Dos Passos, James Weldon Johnson, and Hemingway. Together, these chapters offer a new and substantially different account of the relationship between modern American literature and the mediatized society of the early twentieth century. With a comprehensive introduction and detailed particular readings, Camera Works substantiates a new understanding of the formal and historical bases of modernism. It argues that when modern literature and art respond to modernity, on a formal level, they are responding to the intervention of technology in the transmission of meaning, an intervention that unsettles all the terms in the essential relationship of human consciousness to the world of phenomena.

DKK 285.00
1