This project is done as a part of the Udacity's Deep Learning Nanodegree. Amazon's SageMaker is an AWS Machine Learning service that allows us to deploy ML models and get inferences from the model using the provided endpoint.
- Used SageMaker to train and deploy Sentiment Analysis model over IMDB movie reviews dataset.
- Created Lambda function to receive input review, preprocess and get inferences from the deployed model.
- Created API to allow access of the endpoint using a webapp.
- Created a simple Webapp to input review and get inference by the model whether the review is POSITIVE/NEGATIVE.