Guide to Intelligent Data Science: How to Intelligently Make Use of Real Data
Author:   Michael R. Berthold ,  Christian Borgelt ,  Frank Höppner ,  Frank Klawonn
Publisher:   Springer Nature Switzerland AG
Edition:   2nd ed. 2020
ISBN:  

9783030455767


Pages:   420
Publication Date:   08 August 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Guide to Intelligent Data Science: How to Intelligently Make Use of Real Data


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Author:   Michael R. Berthold ,  Christian Borgelt ,  Frank Höppner ,  Frank Klawonn
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   2nd ed. 2020
Weight:   0.664kg
ISBN:  

9783030455767


ISBN 10:   3030455769
Pages:   420
Publication Date:   08 August 2021
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction Practical Data Analysis: An Example Project Understanding Data Understanding Principles of Modeling Data Preparation Finding Patterns Finding Explanations Finding Predictors Evaluation and Deployment The Labelling Problem Appendix A: Statistics Appendix B: KNIME

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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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