A common NLP task of analysing the user sentiments based on the reviews
This consists approaches to the common NLP task of Sentiment Analysis, for those who are not familiar with the task of sentiment analysis, Its the task of determining wether the "Statement or a phrase express like or dislike". We have used the IMDB dataset which is publically available on kaggle ("https://www.kaggle.com/c/word2vec-nlp-tutorial/data") to carry out this natural language model training.
We have followed a Bidirectional LSTM over the dataset and achieved the LB:of 0.85540. with out any pre-processing on the dataset.The Neural Network is implemented by using Keras Framework.
Feel Free to review my attempt