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Search results for “[Subject: data-science-machine-learning]”

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Machine Learning Kompakt: Ein Einstieg Für Studierende Der Naturwissenschaften

Kenny Choo, Eliska Greplova, Mark H. Fischer

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• Author(s): Kenny Choo | Eliska Greplova | Mark H. Fischer • Publisher: Springer Spektrum • Publisher Imprint: Springer Spektrum • BISAC: Physics - Mathematical & ComputationalDieses essential befasst sich mit Anwendungen des maschinellen Le...

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Mathematische Einführung in Data Science

Sven-Ake Wegner

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• Author(s): Sven-Ake Wegner • Publisher: Springer Spektrum • Publisher Imprint: Springer Spektrum • BISAC: Probability & Statistics - GeneralDieses Lehrbuch richtet sich an Studierende der Mathematik ab dem dritten Studienjahr. Basierend auf...

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Improved Classification Rates for Localized Algorithms Under Margin Conditions

Ingrid Karin Blaschzyk

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• Author(s): Ingrid Karin Blaschzyk • Publisher: Springer • Publisher Imprint: Springer Spektrum • BISAC: AppliedFrom the Back CoverSupport vector machines (SVMs) are one of the most successful algorithms on small and medium-sized data sets, but ...

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Künstliche Intelligenz Und Maschinelles Lernen in Der Sportwissenschaft

Daniel Memmert

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• Author(s): Daniel Memmert • Publisher: Springer Spektrum • Publisher Imprint: Springer Spektrum • BISAC: GeneralDieses Fachbuch zeigt als eine der ersten deutschsprachigen Buchpublikationen in einer umfassenden Übersicht, wie künstliche Intelli...

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Machine Learning for Microbial Phenotype Prediction

Roman Feldbauer

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• Author(s): Roman Feldbauer • Publisher: Springer • Publisher Imprint: Springer Spektrum • BISAC: Life Sciences - Anatomy & PhysiologyFrom the Back CoverThis thesis presents a scalable, generic methodology for microbial phenotype prediction ...

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Predicting the Lineage Choice of Hematopoietic Stem Cells: A Novel Approach Using Deep Neural Networks

Manuel Kroiss

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• Author(s): Manuel Kroiss • Publisher: Springer • Publisher Imprint: Springer Spektrum • BISAC: Chemistry - OrganicFrom the Back CoverManuel Kroiss examines the differentiation of hematopoietic stem cells using machine learning methods. This wor...

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