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Synopsis
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.
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Predictive Analytics in Educational Data Mining With Machine Learning
Edité par
LAP LAMBERT Academic Publishing, 2023
ISBN 10 : 6206152324
ISBN 13 : 9786206152323
Neuf
Couverture souple
Vendeur : moluna, Greven, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Vengattaramane VijayalakshmiDr. Vijayalakshmi Vengattaramane, an Assistant Professor in the Data Science and Business Systems department at SRM Institute of Science and Technology, Chennai, has over 11 years of teaching experience. H. N° de réf. du vendeur 855634011
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Predictive Analytics in Educational Data Mining With Machine Learning
Edité par
LAP LAMBERT Academic Publishing Mrz 2023, 2023
ISBN 10 : 6206152324
ISBN 13 : 9786206152323
Neuf
Taschenbuch
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - 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. 140 pp. Englisch. N° de réf. du vendeur 9786206152323
Quantité disponible : 2 disponible(s)
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Predictive Analytics in Educational Data Mining With Machine Learning
Edité par
LAP LAMBERT Academic Publishing, 2023
ISBN 10 : 6206152324
ISBN 13 : 9786206152323
Neuf
Taschenbuch
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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. N° de réf. du vendeur 9786206152323
Quantité disponible : 1 disponible(s)
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Predictive Analytics in Educational Data Mining With Machine Learning
Edité par
LAP LAMBERT Academic Publishing Mär 2023, 2023
ISBN 10 : 6206152324
ISBN 13 : 9786206152323
Neuf
Taschenbuch
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Taschenbuch. Etat : 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. N° de réf. du vendeur 9786206152323
Quantité disponible : 2 disponible(s)
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Predictive Analytics in Educational Data Mining With Machine Learning
Edité par
LAP LAMBERT Academic Publishing, 2023
ISBN 10 : 6206152324
ISBN 13 : 9786206152323
Neuf
paperback
Vendeur : Mispah books, Redhill, SURRE, Royaume-Uni
Évaluation du vendeur 4 sur 5 étoiles
paperback. Etat : New. New. book. N° de réf. du vendeur ERICA82362061523246
Quantité disponible : 1 disponible(s)