In this session, we will demonstrate natural language processing using deep learning with the open-source TensorFlow library. We’ll build a machine learning model trained on a vast movie review dataset taken from IMDB - preparing the data using various techniques and incorporating multiple Keras layers for best results (rather than just a single dense layer) - before providing our system with custom reviews of our own and asking it to predict tone and favourability.
Prerequisites: —Basic knowledge of Python —Basic knowledge of machine learning concepts —A Python IDE, like Google Colab —Github repository
Analyze Movie Reviews with TensorFlow
In this session, we will demonstrate natural language processing using deep learning with the open-source TensorFlow library. We’ll build a machine learning model trained on a vast movie review dataset taken from IMDB - preparing the data using various techniques and incorporating multiple Keras layers for best results (rather than just a single dense layer) - before providing our system with custom reviews of our own and asking it to predict tone and favourability.
Prerequisites:
—Basic knowledge of Python
—Basic knowledge of machine learning concepts
—A Python IDE, like Google Colab
—Github repository