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Predicts future university or college rankings and to design a Recommendation system that notifies institutions of which factors could be addressed to improve their future rankings. The approach for constructing a system that predicts the ranking of university by evaluating the indicators of performance for national university is provided in this research. Here the datasets used are from the NIRF. Then based on the score of previous years, we predict the rank by giving the performance indicators to the model. Later, a recommendation system was built which tells a university or college which parameters must be improved so as to get better rankings in the future.