This work involve a way of predicting the sentiment of users review on movies. This is a probabilistic way of solving problem using Multinomial Naive Bayes Algorithm.This is a supervised learning algorithm where we supply the right data to learn . This system will model a predictor from the given data and use this prediction model to predict the sentiment of other reviews .