Sentiment Analysis using three classifiers such as Logistic Regression, Ensemble classifier and Neural Network on the text data, Yelp reviews. Multiple pre-processing techniques applied on the text data eg: stemming, lemmatisation. Feature generations such as TF-IDF vectorisation and Word2vec. Numerous machine learning algorithms applied on the text data with parameter tuning to achieve the highest accuracy.