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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.
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Knowledge Discovery in the Social Sciences: A Data Mining Approach
Edité par
University of California Press, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
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Knowledge Discovery in the Social Sciences
Edité par
University of California Press, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
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Knowledge Discovery in the Social Sciences
Edité par
University of California Press, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
Neuf
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Knowledge Discovery in the Social Sciences : A Data Mining Approach
Edité par
University of California Press, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
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Knowledge Discovery in the Social Sciences: A Data Mining Approach
Edité par
University of California Press, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
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Knowledge Discovery in the Social Sciences
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University of California Press, US, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
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Paperback. Etat : New. 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. N° de réf. du vendeur LU-9780520292307
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Knowledge Discovery in the Social Sciences: A Data Mining Approach
Edité par
University of California Press, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
Neuf
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Vendeur : Kennys Bookshop and Art Galleries Ltd., Galway, GY, Irlande
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Knowledge Discovery in the Social Sciences
Edité par
University of California Press, US, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
Neuf
Paperback
Vendeur : Rarewaves USA, OSWEGO, IL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Paperback. Etat : New. 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. N° de réf. du vendeur LU-9780520292307
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Image d'archives
Knowledge Discovery in the Social Sciences: A Data Mining Approach
Edité par
University of California Press, 2020
ISBN 10 : 0520292308
ISBN 13 : 9780520292307
Neuf
Couverture souple
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