An Analysis Of Algorithms For Education Using Big Data

Abstract

In the research world, Algorithms, and Big Data both are very interesting topics. Big data is having a very giant and massive volume of information. Besides algorithms are very useful to handle this large amount of data. Patterns that are extracted from algorithms are used as the data stream for all activities using big data concepts. Education is also in a developing stage for predicting the student and teacher activity that guides the action of institutions and also to predict the performance of the student, failurerate, dropoutrate, and to develop course completion rateof students and also to identify at-risk students and helping them to gain knowledge in a different field with the different techniques and methodologies. Algorithms are used to improve and predict the performance of the students and also to analyze the educational data. This paper analyzes and compares a study of algorithms in the field of education for the betterment of students and institutions using Big Data.