/PyTorch-IMDB-Sentiment-Analysis-Deploy-SageMaker

A Sentiment Analysis Classifier web-app, made using PyTorch and deployed in AWS with SageMaker. A required project for the Udacity Machine Learning Engineer Nanodegree.

Primary LanguageHTML

SageMaker Deployment Project

The notebook and Python files provided here, once completed, result in a simple web app which interacts with a deployed recurrent neural network performing sentiment analysis on movie reviews. This project assumes some familiarity with SageMaker, the mini-project, Sentiment Analysis using XGBoost, should provide enough background.

Please see the README in the root directory for instructions on setting up a SageMaker notebook and downloading the project files (as well as the other notebooks).