Soft Methods for Data Science

Maria Brigida Ferraro

ISBN 10: 331942971X / ISBN 13: 9783319429717

Verlag: Springer International Publishing AG, CH, 2016

Beschreibung

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.

Bestandsnummer des Verkäufers LU-9783319429717

Bibliografische Details

• Titel: Soft Methods for Data Science
• Verlag: Springer International Publishing AG, CH
• Veröffentlichungsdatum: 2016
• Sprache: Englisch
• ISBN-10: 331942971X
• ISBN-13: 9783319429717
• Bindung: Paperback
• Ausgabe: 1st ed. 2017.
• Zustand: New

Über diesen Titel

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.