Training can take hours, days perhaps months or weeks. Saving a model is crucial. Later one loading the model for retraining will boost and empower our project.
Learn Text Classification with TensorFlow & Keras. A baseline NLP model for Text Classification with the help of Embedding and LSTM layers from TensorFlow’s high-level API Keras.
Remove Stop Words. Clean and get only the Text.
Convert the text words to tokens.
Learn how to “dissect” sentences into words aka know as Tokenization, in NLP or Natural Language processing using TensorFlow is the first step before unveiling all power.
Full NLP – Natural Language Processing with TensorFlow