dblsilverio / mlend-deploy-sentiment-analysis

Project that consists in a model deployment for sentiment analysis

Machine Learning Engineer Nanodegree

Deploy a Sentiment Analysis Model Project

This projects consists in the deployment of a RNN-LSTM for sentiment analysis with Pytorch.

Main Components

• Python 3.6
• Pytorch
• AWS
  • Sagemaker
  • Lambda
  • API Gateway

Operation

When correctly trained and deployed, the model will be made available through a private Sagemaker Endpoint, that will sit behind an API Gateway + Lambda integration:

Final Result