About author

Nabiha Naqvie

Data scientist with a background in molecular biology and an interest in applied Natural Language Processing and Distributed Systems.

Author's posts

Predicting Star Ratings: Sentiment Analysis Built on MongoDB

If you want to build a robust machine learning model, the most important ingredient is data – but keep in mind that tuning your model will rely on devising a systematic way to store and query that data! In this post, we explore a project to understand a large dataset of Amazon reviews and predict start ratings using open source sentiment analyzers and the MongoDB ecosystem.

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