R-Ladies Columbus Monthly Meetup

Sentiment Analysis!
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The Objective is to create a neural network that can predict if a given movie review is positive or negative. This type of computation is also called Sentiment Analysis.

I will be working with “IMDB data-set”, a set of 50,000 reviews from the Internet Movie Database. They are split into 25,000 reviews for training and 25,000 reviews for testing, each set consisting in 50% negative and 50% positive reviews.

I will use Keras library to build neural network and walk you through building and training model, model tuning with different hyper-parameter (Optimizer, Loss Function, No. of layers, epoch, batch_size ). I will try and improve the accuracy of model by experimenting with different hyper-parameters.

This will be an online meeting. Instructions to join the meeting are given below:

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