Movie Rating Prediction using Artificial Neural Networks

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  Sample dataset

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  Graphs displaying plot of Actual Value VS Trained Model Value (Accuracy)

Inspiration

I am passionately interested in the power of Artificial Intelligence and Machine Learning and want to understand what real-life problems can be done by machines which are impractical for a human to solve

What it does

Predicting rating and review of a movie using sentiment analysis

How we built it

Trained a model using python and machine learning to test accuracy of movie reviews of a dataset. Built it in VS Code

Challenges we ran into

Initially got 64% accuracy for the initial training model using Convolution Network.

Accomplishments that we're proud of

Achieved high accuracy of 90% for training the model using Artificial Neural Networks.

What we learned

1. Uses of Sentiment analysis in complex tasks.
2. To develop quality products.
3. Improve media perception using sentiment analysis

Built With

• jupyter
• machine-learning
• python