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Educational Data Mining With R and Rattle, Hardcover by Kamath, R. S.; Kamat,...
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Located in: Jessup, Maryland, United States
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eBay item number:364508027121
Item specifics
- Condition
- Book Title
- Educational Data Mining With R and Rattle
- ISBN
- 9788793379312
- Publication Year
- 2016
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Educational Data Mining with Rand Rattle
- Item Height
- 0.4in
- Item Length
- 9.2in
- Publisher
- River Publishers
- Item Width
- 6.1in
- Item Weight
- 12.4 Oz
- Number of Pages
- 126 Pages
About this product
Product Information
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
Product Identifiers
Publisher
River Publishers
ISBN-10
8793379315
ISBN-13
9788793379312
eBay Product ID (ePID)
234261635
Product Key Features
Publication Name
Educational Data Mining with Rand Rattle
Format
Hardcover
Language
English
Publication Year
2016
Type
Textbook
Number of Pages
126 Pages
Dimensions
Item Length
9.2in
Item Height
0.4in
Item Width
6.1in
Item Weight
12.4 Oz
Additional Product Features
Lc Classification Number
Lb1028.5.K36 2016
eBook Format
Portable Document Format
Table of Content
Foreword Preface Acknowledgment List of Figures List of Tables List of Abbreviations 1 Introduction 2 Emerging Research Directions in Educational Data Mining 3 Design Aspects and Developmental Framework of the System 4 Model Development--Building Classifiers 5 Educational Data Analysis: Clustering Approach 6 Epilogue and Further Directions References Index About the Authors
Copyright Date
2016
Target Audience
Scholarly & Professional
Topic
Computers & Technology, Energy, Computer Science, Cognitive Psychology & Cognition, Databases / General
Lccn
2016-453272
Illustrated
Yes
Genre
Computers, Education, Psychology, Science
Item description from the seller
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eBay item number:364508027121
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