Predict Sentiment From Movie Reviews Using Deep Learning

Sentiment analysis is a natural language processing problem where text is understood and the underlying intent is predicted.

In this post you will discover how you can predict the sentiment of movie reviews as either positive or negative in Python using the Keras deep learning library.

After reading this post you will know:

  • About the IMDB sentiment analysis problem for natural language processing and how to load it in Keras.
  • How to use word embedding in Keras for natural language problems.
  • How to develop and evaluate a multi-layer perception model for the IMDB problem.
  • How to develop a one-dimensional convolutional neural network model for the IMDB problem.

Let’s get started.