fuqy1216 / sagemaker-deployment-project

:heavy_check_mark: Udacity Machine Learning Engineer Nanodegree Project - Deploying a Sentiment Analysis Model in AWS SageMaker

SageMaker Deployment Project

About

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.

Project

Sentiment Analysis Web App is a notebook and collection of Python files to be completed. The result is a deployed RNN performing sentiment analysis on movie reviews complete with publicly accessible API and a simple web page which interacts with the deployed endpoint. This project assumes that you have some familiarity with SageMaker. Completing the XGBoost Sentiment Analysis notebook should suffice.

Udacity repository

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).