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Corona Virus has a great impact in some other ways of everybody's life. It greatly affected the education sector in India. All of the sudden changes from traditional teachinglearning to online teaching-learning have made it difficult to manage students as well as faculties. Academic activities were inactive due to the novel coronavirus - SARS-CoV-2 (COVID19). During this time it is necessary to examine the student’s learning habits during a pandemic when all schools and colleges closed because of the spread of COVID’19. Data has been collected to understand Indian (Maharashtra) student’s learning time spent throughout the epidemic. The data is collected using the survey research tool to understand the possible effects of the COVID’19 through WhatsApp, Facebook, and the Network of an educational group from September 30 to October 20, 2020. This research focuses on optimizing the role of instructor and finding the required number of hours period the learner needs to spend on online learning during COVID’19. With the help of a linear programming (LP) model and the Simplex method, results are presented here.