Project Creation: Part One

Introduction to the project

Welcome to this project. We will build an RNN based model and perform sentiment analysis on the IMDB movie reviews dataset. In this project, we will be using a simple RNN model and an embedding layer, which we discussed in the previous lessons.

For this project, we will be using the dataset provided by Keras. This dataset is already preprocessed, and the text (reviews) is already converted to its numeric representation.

Let’s start our project by first loading the dataset.

Load the dataset

We will need to have Keras installed for this project. You should have Keras already installed if you made it to this chapter.