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GoodEats - Restaurant Recommender System

  • Main Analysis: business and review

  • Supporting Analysis: user, checkin, and tip

  • Collaborative Filtering: SVD, NMF, KNN Means

  • Content-based Filtering: item-item (cosine similarity) and user preference (tf-idf restaurants' categories)

  • Deployment: web application using Flask and HTML (check webapp folder)

  • Full report can be found here

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Build a system to recommend new restaurants

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