Educational Data Mining with R and Rattle (River Publishers Series in Information Science and Technology) - Tapa dura

Kamath, R.S.; Kamat, R.K.

 
9788793379312: Educational Data Mining with R and Rattle (River Publishers Series in Information Science and Technology)
Tapa dura
ISBN 10: 8793379315 ISBN 13: 9788793379312
Editorial: River Publishers, 2016

Sinopsis

Educational Data Mining (EDM) is one of the emerging fields in the pedagogy and andragogy paradigm, it concerns the techniques which research data coming from the educational domain. EDM is a promising discipline which has an imperative impact on predicting students' academic performance. It includes the transformation of existing, and the innovation of new approaches derived from multidisciplinary spheres of influence such as statistics, machine learning, psychometrics, scientific computing etc.An archetype that is covered in this book is that of learning by example. The intention is that reader will easily be able to replicate the given examples and then adapt them to suit their own needs of teaching-learning. The content of the book is based on the research work undertaken by the authors on the theme "Mining of Educational Data for the Analysis and Prediction of Students' Academic Performance". The basic know-how presented in this book can be treated as guide for educational data mining implementation using R and Rattle open source data mining tools. .Technical topics discussed in the book include:• Emerging Research Directions in Educational Data Mining• Design Aspects and Developmental Framework of the System• Model Development - Building Classifiers• Educational Data Analysis: Clustering Approach

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

R.S. Kamath, R.K. Kamat

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
River Publishers
Año de publicación
2016
Idioma
Inglés
ISBN 10 
8793379315
ISBN 13 
9788793379312
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
126
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9788770044738: Educational Data Mining with R and Rattle

Edición Destacada

ISBN 10:  8770044732 ISBN 13:  9788770044738
Editorial: River Publishers, 2024
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