Creating an LSTM Model for Next Character Prediction

In this lesson, we will directly build a simple LSTM model using TensorFlow and Keras.

The practice code is an example of using an LSTM model to predict the next character from a given string.

The training data consists of the string "hello rnn world", and the machine learning model takes a sequence of 3 characters as input to predict the next single character.

For example, when given the input "hel", the model predicts the next character "l".