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Knowledge Discovery in the Social Sciences: A Data Mining Approach - Couverture souple

Shu, Xiaoling

 
9780520292307: Knowledge Discovery in the Social Sciences: A Data Mining Approach
Couverture souple
ISBN 10 : 0520292308 ISBN 13 : 9780520292307
Editeur : University of California Press, 2020

Synopsis

Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes--including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods--the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge.

Readers will learn to:
- appreciate the role of data mining in scientific research
- develop an understanding of fundamental concepts of data mining and knowledge discovery
- use software to carry out data mining tasks
- select and assess appropriate models to ensure findings are valid and meaningful
- develop basic skills in data preparation, data mining, model selection, and validation
- apply concepts with end-of-chapter exercises and review summaries

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Xiaoling Shu is Professor of Sociology at the University of California, Davis.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
University of California Press
Date d'édition
2020
Langue
anglais
ISBN 10 
0520292308
ISBN 13 
9780520292307
Reliure
Broché
Nombre de pages
263
Coordonnées du fabricant
non disponible
Personne responsable
GPSR Kontakt
gpsr@libri.de

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