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This project is one of the projects required for Deep Learning Nanodegree

Jupyter Notebook 21.69% HTML 76.75% Python 1.56%
artificial-intelligence artificial-neural-networks artificial-intelligence-algorithms deep-learning deep-neural-networks deep-learning-algorithms recurrent-neural-networks rnn amazon-web-services aws sentiment-analysis deployment udacity udacity-nanodegree udacity-deep-learning

deploying_sentiment_analysis_model's Introduction

Deploying Sentiment Analysis Model

Project Overview

In this project, we will construct a Recurrent Neural Network (RNN) for the purpose of determining the sentiment of a movie review using IMDB data set. You will create this model using Amazon's SageMaker service. In addition, we will deploy the model and construct a simple web app that will interact with the deployed model.

The deployment project which we will be working on is intended to be done using Amazon's SageMaker platform. In particular, it is assumed that we have a working notebook instance in which you can clone the deployment repository.

The Data

The dataset is called IMDB dataset comes from Stanford Artificial Intelligence Laboratory (SAIL) which has been a center of excellence for Artificial Intelligence research, teaching, theory, and practice

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