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Könyv Educational Data Mining with R and Rattle R. S. Kamath

Educational Data Mining with R and Rattle

Szerző: R. S. Kamath, R. K. Kamat
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: River Publishers
Elérhetőség: Beszállítói készleten
Küldés 14-21 napon belül
32 184 Ft
Educational Data Mining (EDM) is one of the emerging fields in the pedagogy and andragogy paradigm,...

Információk a könyvről

Szerző
R. S. Kamath, R. K. Kamat
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2016
oldal
128
EAN
9788793379312
ISBN
8793379315
Enbook ID
13275263
Kiadó
River Publishers
Súly
358
Méretek
156 x 234 x 10

Teljes leírás

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: 1- Emerging Research Directions in Educational Data Mining 2- Design Aspects and Developmental Framework of the System 3- Model Development - Building Classifiers 4- Educational Data Analysis: Clustering Approach

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