zxue1 / udacity-project-sentiment-analysis-web-app

A recurrent neural network (RNN, LSTM) model is constructed and deployed for sentiment analysis using AWS SageMaker and PyTorch.

Udacity-Project-Sentiment-Analysis-Web-App

In this project, a recurrent neural network (RNN, LSTM) model was developed for determining the sentiment of a movie review using the IMDB data set. The model was built, trained and deployed by using PyTorch and AWS SageMaker service with word embedding as input features. In addition, a simple web application was constructed to interact with the deployed model.

• PyTorch
• AWS SageMaker
• Model deployment
• Recurrent neural network (RNN)
• Long short-term memory (LSTM)
• Word embeddings