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Automated Machine Learning for Business - Bog af Kai (Associate Professor of Information Systems R. Larsen - Paperback

Automated Machine Learning for Business - Bog af Kai (Associate Professor of Information Systems R. Larsen - Paperback

This book teaches the full process of how to conduct machine learning in an organizational setting. It develops the problem-solving mind-set needed for machine learning and takes the reader through several exercises using an automated machine learning tool. To build experience with machine learning, the book provides access to the industry-leading AutoML tool, DataRobot, and provides several data sets designed to build deep hands-on knowledge of machinelearning.

DKK 473.95
2

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
1

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

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

Making a Machine That Sees Like Us explains why and how our visual perceptions can provide us with an accurate representation of the external world. Along the way, it tells the story of a machine (a computational model) built by the authors that solves the computationally difficult problem of seeing the way humans do. This accomplishment required a radical paradigm shift - one that challenged preconceptions about visual perception and tested the limits of human behavior-modeling for practical application.The text balances scientific sophistication and compelling storytelling, making it accessible to both technical and general readers. Online demonstrations and references to the authors'' previously published papers detail how the machine was developed and what drove the ideas needed to make it work. The authors contextualize their new theory of shape perception by highlighting criticisms and opposing theories, offering readers a fascinating account not only of their revolutionary results, but of the scientific process that guided the way.

DKK 850.00
3

Machine-Age Comedy - Bog af Michael (Professor of English North - Hardback

Machine-Age Comedy - Bog af Michael (Professor of English North - Hardback

In this latest addition to Oxford's Modernist Literature & Culture series, renowned modernist scholar Michael North poses fundamental questions about the relationship between modernity and comic form in film, animation, the visual arts, and literature. Machine-Age Comedy vividly constructs a cultural history that spans the entire twentieth century, showing how changes wrought by industrialization have forever altered the comic mode. With keenanalyses, North examines the work of a wide range of artists..

DKK 1664.95
2

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

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

In this latest addition to Oxford''s Modernist Literature & Culture series, renowned modernist scholar Michael North poses fundamental questions about the relationship between modernity and comic form in film, animation, the visual arts, and literature. Machine-Age Comedy vividly constructs a cultural history that spans the entire twentieth century, showing how changes wrought by industrialization have forever altered the comic mode. With keen analyses, North examines the work of a wide range of artists - including Charlie Chaplin, Walt Disney, Marcel Duchamp, Samuel Beckett, and David Foster Wallace - to show the creative and unconventional ways the routinization of industrial society has been explored in a broad array of cultural forms. Throughout, North argues that modern writers and artists found something inherently comic in new experiences of repetition associated with, enforced by, and made inevitable by the machine age. Ultimately, this rich, tightly focused study offers a new lens for understanding the devlopment of comedic structures during periods of massive social, political, and cultural change to reveal how the original promise of modern life can be extracted from its practical disappointment.

DKK 344.00
3

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

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

This volume covers a fascinating period in the history of the German army, a time in which machine guns, airplanes, and weapons of mass destruction were first developed and used. Eric Brose traces the industrial development of machinery and its application to infantry, cavalry, and artillery tactics. He examines the modernity versus anti-modernity debate that raged after the Franco-Prussian war, arguing that the residue of years of resistance to technological change seriously undermined the German army during World War I.

DKK 509.00
3

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

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

In The Intelligent Movement Machine: An Ethological Perspective on the Primate Motor System, Michael Graziano offers a fundamentally new theory of motor cortex organization: the rendering of the movement repertoire onto the cortex. The action repertoire of an animal is highly dimensional, whereas the cortical sheet is two-dimensional. Rendering the action space onto the cortex therefore results in a complex pattern, explaining the otherwise inexplicable details of the motor cortex organization. This clearly written book book includes a complete history of motor cortex research from its discovery to the present, a discussion of the major issues in motor cortex research, and an account of recent experiments that led to Graziano''s "action map" view. Though focused on the motor cortex, the book includes a range of topics from an explanation of how primates put food in their mouths, to the origins of social beahvior such as smiling and laughing, to the mysterious link between movement disorders and autism. This book is written for a general audience, and should be of interest to experts, students, and the scientific lay.

DKK 1095.00
3

Smashing the Liquor Machine - A Global History of Prohibition - Bog af Mark Lawrence (Assistant Professor of Political Science Schrad - Hardback

Smashing the Liquor Machine - A Global History of Prohibition - Bog af Mark Lawrence (Assistant Professor of Political Science Schrad - Hardback

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...

DKK 262.95
3

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
3

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
3

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

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

"An invaluable guide to avoiding the stuff of science-fiction nightmares."--John Gilby, Times Higher Education"Moral Machines is a fine introduction to the emerging field of robot ethics. There is much here that will interest ethicists, philosophers, cognitive scientists, and roboticists."-Peter Danielson, Notre Dame Philosophical Reviews"Written with an abundance of examples and lessons learned, scenarios of incidents that may happen, and elaborate discussions on existing artificial agents on the cutting edge of research/practice, Moral Machines goes beyond what is known as computer ethics into what will soon be called the discipline of machine morality. Highly recommended."-G. Trajkovski, CHOICE"...the book does succeed in making the essential point that the phrase ''moral machine'' is not an oxymoron. It also provides a window onto an area of research with which psychologists are unlikely to be familiar and one from which, at some point, we may be able to learn quite a lot."-PsycCRITIQUES "Moral Machines represents a valuable addition to, and extension of, the current literature on machine morality. As the development of autonomous artificial moral agents becomes closer to being realized, I suspect that this book will only gain in importance."--Metapsychology

DKK 267.00
1