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...