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    Browsing by Author Miroslav Kubat

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    • TVS.000976- Miroslav Kubat-An Introduction to Machine Learning-Springer (2017)_1.pdf.jpg
    • Book

    • An Introduction to Machine Learning

      • Authors: Miroslav Kubat (2017)

    • This revised edition contains three entirely new chapters on critical topics regarding the pragmatic application of machine learning in industry. The chapters examine multi-label domains, unsupervised learning and its use in deep learning, and logical approaches to induction. Numerous chapters have been expanded, and the presentation of the material has been enhanced. The book contains many new exercises, numerous solved examples, thought-provoking experiments, and computer assignments for independent work.
    • TVS.003931_Miroslav Kubat - An Introduction to Machine Learning-Springer (2021)-1.pdf.jpg
    • Book

    • An Introduction to Machine Learning

      • Authors: Miroslav Kubat (2021)

    • This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning.
    • TVS.003930_Miroslav Kubat (auth.) - An Introduction to Machine Learning-Springer International Publishing (2015)-1.pdf.jpg
    • Book

    • An Introduction to Machine Learning

      • Authors: Miroslav Kubat (2015)

    • This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications.