Verwandte Artikel zu Predictive Analytics in Educational Data Mining With...

Predictive Analytics in Educational Data Mining With Machine Learning - Softcover

 
9786206152323: Predictive Analytics in Educational Data Mining With Machine Learning

Inhaltsangabe

This book consists of information related to Educational Data Mining and Machine Learning. First, Teacher’s performance predicted to find the quality of teaching to get the better performance of learner and to provide the better quality of materials. Machine Learning Algorithms used for prediction of instructor performance depends on the feedback collected from the students. The supervised machine learning algorithms applied in the dataset. The implementation was done in R Programming. The Support Vector Machine provides high accuracy comparing with other classifiers. Second, the students need to be classifying with different groups based on knowledge level value and level of interest such as beginner, intermediate and master. The benchmark dataset used from Kaggle. The same dataset executed with the different machine learning and deep learning algorithms. The high performance produced by Deep Neural Network comparing with other machine learning classifiers. Third, the Recommendation system was developed which is used to recommend needed materials to the students based on their interest using Context Aware-Neural Collaborative Filtering.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Gratis für den Versand innerhalb von/der Deutschland

Versandziele, Kosten & Dauer

Suchergebnisse für Predictive Analytics in Educational Data Mining With...

Foto des Verkäufers

Vijayalakshmi Vengattaramane
ISBN 10: 6206152324 ISBN 13: 9786206152323
Neu Taschenbuch

Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Taschenbuch. Zustand: Neu. Neuware -This book consists of information related to Educational Data Mining and Machine Learning. First, Teacher¿s performance predicted to find the quality of teaching to get the better performance of learner and to provide the better quality of materials. Machine Learning Algorithms used for prediction of instructor performance depends on the feedback collected from the students. The supervised machine learning algorithms applied in the dataset. The implementation was done in R Programming. The Support Vector Machine provides high accuracy comparing with other classifiers. Second, the students need to be classifying with different groups based on knowledge level value and level of interest such as beginner, intermediate and master. The benchmark dataset used from Kaggle. The same dataset executed with the different machine learning and deep learning algorithms. The high performance produced by Deep Neural Network comparing with other machine learning classifiers. Third, the Recommendation system was developed which is used to recommend needed materials to the students based on their interest using Context Aware-Neural Collaborative Filtering.Books on Demand GmbH, Überseering 33, 22297 Hamburg 140 pp. Englisch. Artikel-Nr. 9786206152323

Verkäufer kontaktieren

Neu kaufen

EUR 68,90
Währung umrechnen
Versand: Gratis
Innerhalb Deutschlands
Versandziele, Kosten & Dauer

Anzahl: 2 verfügbar

In den Warenkorb