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Michael R. Berthold

Guide to Intelligent Data Science

How to Intelligently Make Use of Real Data

Buch

Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to solve any problem. However, successful data science projects result from the intelligent application of: human intuition in combination with computational power; sound background knowledge with computer-aided modelling; and critical reflection of the obtained insights and results.Substantially updating the previous edition, then entitled Guide to Intelligent Data Analysis, this core textbook continues to provide a hands-on instructional approach to… Mehr

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Produktdetails


Weitere Autoren: Borgelt, Christian / Silipo, Rosaria / Klawonn, Frank / Höppner, Frank
  • ISBN: 978-3-030-45576-7
  • EAN: 9783030455767
  • Produktnummer: 37224807
  • Verlag: Springer International Publishing
  • Sprache: Englisch
  • Erscheinungsjahr: 2021
  • Seitenangabe: 436 S.
  • Masse: H23.5 cm x B15.5 cm x D2.3 cm 657 g
  • Auflage: 2nd ed. 2020
  • Abbildungen: Paperback
  • Gewicht: 657

Über den Autor


Prof. Dr. Michael R. Berthold is Professor for Bioinformatics and Information Mining in the Department of Computer Science at the University of Konstanz, Germany.Prof. Dr. Christian Borgelt is Professor for Data Science in the departments of Mathematics and Computer Sciences at the Paris Lodron University of Salzburg, Austria; he also co-authored the Springer textbook, Computational Intelligence.Prof. Dr. Frank Höppner is Professor of Information Engineering in the Department of Computer Science at Ostfalia University of Applied Sciences, Wolfenbüttel, Germany.Prof. Dr. Frank Klawonn is Professor for Data Analysis and Pattern Recognition at the same institution and head of the Biostatistics Group at the Helmholtz Centre for Infection Research, Braunschweig, Germany; he has authored the Springer textbook, Introduction to Computer Graphics.Dr. Rosaria Silipo is a Principal Data Scientist and Head of Evangelism at KNIME AG, Zurich, Switzerland.

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