44 resultat (0,23408 sekunder)

Visa alla filter

Märke

Butik

Pris (EUR)

Nollställ filter

Produkter
Från
Butiker

Probabilistic Machine Learning - Bok av Kevin P. Murphy - Inbunden

Probabilistic Machine Learning - Bok av Kevin P. Murphy - Inbunden

An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and decision making under uncertainty.An advanced counterpart to Probabilistic Machine Learning: An Introduction, this high-level textbook provides researchers and graduate students detailed coverage of cutting-edge topics in machine learning, including deep generative modeling, graphical models, Bayesian inference, reinforcement..

SEK 1866.00
1

Fairness and Machine Learning - Bok av Solon Barocas - Inbunden

Fairness and Machine Learning - Bok av Solon Barocas - Inbunden

An introduction to the intellectual foundations and practical utility of the recent work on fairness and machine learning.Fairness and Machine Learning introduces advanced undergraduate and graduate students to the intellectual foundations of this recently emergent field, drawing on a diverse range of disciplinary perspectives to identify the opportunities and hazards of automated decision-making. It surveys the risks in many applications of machine learning and provides a review of an emerging set..

SEK 816.00
1

Introduction to Machine Learning - Bok av Ethem (Ozyegin University) Alpaydin - Inbunden

Introduction to Machine Learning - Bok av Ethem (Ozyegin University) Alpaydin - Inbunden

A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition of a comprehensive, widely used machine learning textbook offers..

SEK 1006.00
1

Machine Learning - A Probabilistic Perspective - Bok av Kevin P. Murphy - Inbunden

Machine Learning - A Probabilistic Perspective - Bok av Kevin P. Murphy - Inbunden

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic..

SEK 1246.00
1

Art in the Age of Machine Learning - Bok av Sofian Audry - Inbunden

Art in the Age of Machine Learning - Bok av Sofian Audry - Inbunden

An examination of machine learning art and its practice in new media art and music. Over the past decade, an artistic movement has emerged that draws on machine learning as both inspiration and medium. In this book, transdisciplinary artist-researcher Sofian Audry examines artistic practices at the intersection of machine learning and new media art, providing conceptual tools and historical perspectives for new media artists, musicians, composers, writers, curators, and theorists. Audry..

SEK 610.00
1

Foundations of Machine Learning - Bok av Mehryar (New York University) Mohri - Inbunden

Foundations of Machine Learning - Bok av Mehryar (New York University) Mohri - Inbunden

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these algorithms...

SEK 1036.00
1

The Perception Machine - Bok av Joanna Zylinska - Häftad

The Perception Machine - Bok av Joanna Zylinska - Häftad

A provocative investigation of the future of photography and human perception in the age of AI.We are constantly photographing and being photographed while feeding machine learning databases with our data, which in turn is used to generate new images. Analyzing the transformation of photography by computation—and the transformation of human perception by algorithmically driven images, from CGI to AI—The Perception Machine investigates what it means for us to live surrounded by image flows and..

SEK 610.00
1

Probabilistic Machine Learning - Bok av Kevin P. Murphy - Inbunden

Probabilistic Machine Learning - Bok av Kevin P. Murphy - Inbunden

A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural..

SEK 1480.00
1

Machine Translation - Bok av Thierry (Ecole Normale Superieure) Poibeau - Häftad

Machine Translation - Bok av Thierry (Ecole Normale Superieure) Poibeau - Häftad

A concise, nontechnical overview of the development of machine translation, including the different approaches, evaluation issues, and major players in the industry.The dream of a universal translation device goes back many decades, long before Douglas Adams's fictional Babel fish provided this service in The Hitchhiker's Guide to the Galaxy. Since the advent of computers, research has focused on the design of digital machine translation tools—computer programs capable of automatically translating..

SEK 196.00
1

Introduction to Natural Language Processing - Bok av Jacob (Assistant Professor Eisenstein - Inbunden

Introduction to Natural Language Processing - Bok av Jacob (Assistant Professor Eisenstein - Inbunden

A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques.This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine..

SEK 930.00
1

Discriminating Data - Correlation, Neighborhoods, and the New Politics of Recognition - Bok av Wendy Hui Kyong Chun - Inbunden

Discriminating Data - Correlation, Neighborhoods, and the New Politics of Recognition - Bok av Wendy Hui Kyong Chun - Inbunden

How Big Data and machine learning encode discrimination and create agitated clusters of comforting rage.In Discriminating Data, Wendy Hui Kyong Chun reveals how polarization is a goal-not an error-within Big Data and machine learning. These methods, she argues, encode segregation, eugenics, and identity politics through their default assumptions and conditions. Correlation, which grounds Big Data's predictive potential, stems from twentieth-century eugenic attempts to \breed\ a better future. Recommender..

SEK 346.00
1

Introduction to Online Convex Optimization, second edition - Bok av Elad Hazan - Inbunden

Introduction to Online Convex Optimization, second edition - Bok av Elad Hazan - Inbunden

New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process.In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization. Introduction to Online Convex Optimization presents a robust machine learning approach that contains elements of mathematical optimization, game..

SEK 716.00
1

Deep Learning - Bok av John D. (Academic Leader of the Information Kelleher - Häftad

Deep Learning - Bok av John D. (Academic Leader of the Information Kelleher - Häftad

An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars.Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, Microsoft, Fac, Apple, or Baidu, we are often interacting with a deep learning system. In this volume in..

SEK 198.00
1

The Artist in the Machine - Bok av Arthur I. Miller - Häftad

The Artist in the Machine - Bok av Arthur I. Miller - Häftad

An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans.Today''s computers are composing music that sounds “more Bach than Bach,” turning photographs into paintings in the style of Van Gogh''s Starry Night, and even writing screenplays. But are computers truly creative—or are they merely tools to be used by musicians, artists, and writers? In this book, Arthur I. Miller takes us on..

SEK 330.00
1

Elements of Causal Inference - Foundations and Learning Algorithms - Bok av Jonas (Associate Professor of Statistics Peters - Inbunden

Elements of Causal Inference - Foundations and Learning Algorithms - Bok av Jonas (Associate Professor of Statistics Peters - Inbunden

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data.After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches..

SEK 626.00
1

How Humans Judge Machines - Bok av Cesar A. Hidalgo - Inbunden

How Humans Judge Machines - Bok av Cesar A. Hidalgo - Inbunden

How people judge humans and machines differently, in scenarios involving natural disasters, labor displacement, policing, privacy, algorithmic bias, and more.How would you feel about losing your job to a machine? How about a tsunami alert system that fails? Would you react differently to acts of discrimination depending on whether they were carried out by a machine or by a human? What about public surveillance? How Humans Judge Machines compares people's reactions to actions performed by humans and..

SEK 506.00
1

Adjusted Margin - Xerography, Art, and Activism in the Late Twentieth Century - Bok av Kate (Assistant Professor of Culture and Media Studies Eichhorn

Adjusted Margin - Xerography, Art, and Activism in the Late Twentieth Century - Bok av Kate (Assistant Professor of Culture and Media Studies Eichhorn

How xerography became a creative medium and political tool, arming artists and activists on the margins with an accessible means of making their messages public. This is the story of how the xerographic copier, or \Xerox machine,” became a creative medium for artists and activists during the last few decades of the twentieth century. Paper jams, mangled pages, and even fires made early versions of this clunky office machine a source of fear, rage, dread, and disappointment. But eventually, xerography..

SEK 256.00
1

Computational Formalism - Bok av Amanda Wasielewski - Häftad

Computational Formalism - Bok av Amanda Wasielewski - Häftad

How the use of machine learning to analyze art images has revived formalism in art history, presenting a golden opportunity for art historians and computer scientists to learn from one another.Though formalism is an essential tool for art historians, much recent art history has focused on the social and political aspects of art. But now art historians are adopting machine learning methods to develop new ways to analyze the purely visual in datasets of art images. Amanda Wasielewski uses the..

SEK 550.00
1