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Movie Recommendation System using SBERT & Browsing History

A machine learning-powered movie recommendation system that analyzes a user’s browsing history to suggest movies they might like. It uses Sentence-BERT (SBERT) embeddings to compute similarities between movie descriptions and the user's past online activity.

Tech Stack

  • Python (Core language)
  • Flask (API for interacting with the system)
  • Sentence-BERT (SBERT) (Text embeddings for similarity comparisons)
  • PyTorch (For efficient tensor computations)
  • Pandas (For history preprocessing)

Suositusjärjestelmä drawio(1)

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