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Sökningen gav 1352 träffar. Använd menyn till vänster för att förfina träfflistan.

  1. Python Machine Learning -

    av Sebastian Raschka, Vahid Mirjalili

    Häftad, Engelska, 2017-09-20, ISBN 9781787125933

    Unlock modern machine learning and deep learning techniques with Python by using the latest cutting-edge open source Python libraries. About This Book * Second edition of the bestselling book on Machine Learning * A practical approach to key frame...

  2. Deep Learning

    av Yoshua Bengio

    Inbunden, Engelska, 2017-01-03, ISBN 9780262035613
    (1 röst)

    An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. "Written by three experts in the field, Deep Learning is the o...

  3. Hands-On Machine Learning with Scikit-Learn and TensorFlow

    av Aurelien Geron

    Häftad, Engelska, 2017-03-24, ISBN 9781491962299

    Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learni...

  4. Data Mining: Practical Machine Learning Tools and Techniques

    av Ian H Witten, Eibe Frank, Mark A Hall

    Häftad, Engelska, 2011-02-15, ISBN 9780123748560
    (2 röster)

    Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly a...

  5. Superintelligence

    av Nick Bostrom

    Häftad, Engelska, 2016-04-14, ISBN 9780198739838
    (2 röster)

    This seminal book injects the topic of superintelligence into the academic and popular mainstream. What happens when machines surpass humans in general intelligence? Will artificial agents save or destroy us? In a tour de force of analytic thinkin...

  6. Foundations of Machine Learning

    av Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar

    Inbunden, Engelska, 2012-09-07, ISBN 9780262018258

    Fundamental topics in machine learning are presented along with theoretical and conceptual tools for the discussion and proof of algorithms. This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes...

  7. Cartesian Genetic Programming

    av Julian F Miller

    Inbunden, Engelska, 2011-09-16, ISBN 9783642173097

    Cartesian Genetic Programming (CGP) is a highly effective and increasingly popular form of genetic programming. It represents programs in the form of directed graphs, and a particular characteristic is that it has a highly redundant genotype-pheno...

  8. Genetic Programming

    av Wolfgang Banzhaf

    Inbunden, Engelska, 1998-02-01, ISBN 9781558605107

    Since the early 1990s, genetic programming (GP)-a discipline whose goal is to enable the automatic generation of computer programs-has emerged as one of the most promising paradigms for fast, productive software development. GP combines biological...

  9. A First Course in Machine Learning, Second Edition

    av Mark Girolami, Simon Rogers

    Mixed media product, Engelska, 2016-07-26, ISBN 9781498738484

    "A First Course in Machine Learning by Simon Rogers and Mark Girolami is the best introductory book for ML currently available. It combines rigor and precision with accessibility, starts from a detailed explanation of the basic foundations of...

  10. Fundamentals of Deep Learning

    av Nikhil Buduma, Nicholas Locascio

    Häftad, Engelska, 2017-07-07, ISBN 9781491925614

    With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that's paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear...

  11. Machine Learning

    av Kevin P Murphy

    Inbunden, Engelska, 2012-09-18, ISBN 9780262018029
    (2 röster)

    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, deve...

  12. Superintelligence

    av Nick Bostrom

    Inbunden, Engelska, 2014-07-03, ISBN 9780199678112
    (8 röster)

    This seminal book injects the topic of superintelligence into the academic and popular mainstream. What happens when machines surpass humans in general intelligence? Will artificial agents save or destroy us? In a tour de force of analytic thinkin...

  13. Introduction to Machine Learning

    av Ethem Alpaydin

    Inbunden, Engelska, 2014-09-19, ISBN 9780262028189

    A substantially revised third edition of a comprehensive textbook that covers a broad range of topics not often included in introductory texts. The goal of machine learning is to program computers to use example data or past experience to solve a ...

  14. Machine Learning

    av Peter Flach

    Häftad, Engelska, 2012-09-20, ISBN 9781107422223

    As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a ...

  15. Machine Learning

    av Stephen Marsland

    Mixed media product, Engelska, 2014-10-08, ISBN 9781466583283

    A Proven, Hands-On Approach for Students without a Strong Statistical Foundation Since the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on ...

  16. Weapons of Math Destruction

    av Cathy O'Neil

    Häftad, Engelska, 2017-06-19, ISBN 9780141985411

    New York Times Bestseller'Fascinating and deeply disturbing' - Yuval Noah Harari, Guardian Books of the Year 'A manual for the 21st-century citizen... accessible, refreshingly critical, relevant and urgent' - Federica Cocco, Financial Times A form...

  17. Reinforcement Learning

    av Richard S Sutton, Andrew G Barto

    Inbunden, Engelska, 1998-05-01, ISBN 9780262193986
    (2 röster)

    Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and appl...

  18. Machine Learning For Dummies

    av John Paul Mueller, Luca Massaron

    Häftad, Engelska, 2016-05-20, ISBN 9781119245513

    Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud de...

  19. Statistics, Data Mining, and Machine Learning in Astronomy

    av Zeljko Ivezic, Andrew J Connolly, Jacob Vanderplas, Alexander Gray

    Inbunden, Engelska, 2014-01-12, ISBN 9780691151687

    As telescopes, detectors, and computers grow ever more powerful, the volume of data at the disposal of astronomers and astrophysicists will enter the petabyte domain, providing accurate measurements for billions of celestial objects. This book pro...

  20. Computer Age Statistical Inference

    av Bradley Efron

    Inbunden, Engelska, 2016-07-20, ISBN 9781107149892

    The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to...

  21. Machine Learning with TensorFlow

    av Nishant Shukla

    Häftad, Engelska, 2018-02-28, ISBN 9781617293870

    DESCRIPTION Being able to make near-real-time decisions is becoming increasingly crucial. To succeed, we need machine learning systems that can turn massive amounts of data into valuable insights. But when you're just starting out in the data scie...

  22. Deep Learning

    av Josh Patterson, Adam Gibson

    Häftad, Engelska, 2017-09-01, ISBN 9781491914250

    Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning-especially deep neural networks-make a real difference in your organization? This hands-on...

  23. Probabilistic Graphical Models

    av Daphne Koller, Nir Friedman

    Inbunden, Engelska, 2009-07-31, ISBN 9780262013192

    A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions. Most tasks require a person or an automated system to reason -- to reach conclus...

  24. Learning TensorFlow

    av Tom Hope, Yehezkel S Resheff, Itay Lieder

    Häftad, Engelska, 2017-08-27, ISBN 9781491978511

    Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software libr...

  25. An Introduction to Computational Learning Theory

    av Michael J Kearns, Umesh V Vazirani

    Inbunden, Engelska, 1994-10-01, ISBN 9780262111935

    Emphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics in computational learning theory for researchers and students in artificial intelligence, neural networks, theoretical computer ...

  26. Gaussian Processes for Machine Learning

    av Carl Edward Rasmussen, Christopher K I Williams

    Inbunden, Engelska, 2005-11-01, ISBN 9780262182539

    A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. Gaussian processes (GPs) provide a principled, practical, probabilistic approach t...

  27. Planning Algorithms

    av Steven M Lavalle

    Inbunden, Engelska, 2006-05-01, ISBN 9780521862059

    Planning algorithms are impacting technical disciplines and industries around the world, including robotics, computer-aided design, manufacturing, computer graphics, aerospace applications, drug design, and protein folding. This coherent and compr...

  28. Elements of Causal Inference

    av Jonas Peters, Dominik Janzing, Bernhard Scholkopf

    Inbunden, Engelska, 2017-10-01, ISBN 9780262037310

    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 ...

  29. Machine Learning with R

    av Abhijit Ghatak

    Inbunden, Engelska, 2017-12-07, ISBN 9789811068072

    This book helps readers understand the mathematics of machine learning, and apply them in different situations. It is divided into two basic parts, the first of which introduces readers to the theory of linear algebra, probability, and data distri...

  30. Practical Machine Learning with Python

    av Dipanjan Sarkar, Raghav Bali, Tushar Sharma

    Häftad, Engelska, 2017-12-22, ISBN 9781484232064

    Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for lear...