Soft Methods for Data Science (Advances in Intelligent Systems and Computing, 456, Band 456) - Softcover

Softcover

ISBN 10: 331942971X ISBN 13: 9783319429717

Verlag: Springer, 2016

Inhaltsangabe

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy).

The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.

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This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy).

The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 331942971X
• ISBN 13: 9783319429717
• Einband: Taschenbuch
• Auflage: 1
• Anzahl der Seiten: 551
• Herausgeber: Ferraro Maria Brigida, Giordani Paolo, Vantaggi Barbara, Gagolewski Marek, Ángeles Gil María, Grzegorzewski Przemysław, Hryniewicz Olgierd
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Deutschland