Multi Class Text Classification with Keras and LSTM

In this tutorial, we will build a text classification with Keras and LSTM to predict the category of the BBC News articles.

LSTM (Long Short Term Memory)

LSTM was designed to overcome the problems of simple Recurrent Network (RNN) by allowing the network to store data in a sort of memory that it can access at a later times. LSTM is a special type of Recurrent Neural Network (RNN) that can learn long term patterns.