"Interest Rate Prediction Of Banks" is a an attempt to predict the Interest Rate using news sentiment data along with relevant financial parameters. We created a information retrival system that utilizes its knowledge base for extraction of useful event information. Cognitive Maps were use to represent and transfer knowledge. Several "keyword based sentiment analysis" techniques were discussed and analyzed, and also various predictive models were compared for performance and accuracy. The results were statisfying in the end.