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This project involves developing a content-based recommendation system that utilizes advanced machine learning techniques to suggest movies similar to the user's preferences and watching history.

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om-mapari/Movie-Recommender-App

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Movie Recommender App - README

Update

  • ⚠️ Heroku has discontinued support for free Dynos, so the old Domain similar-movie-recommender-sys.herokuapp.com/ has stopped working ⚠️

About

  • This system utilizes a content-based filtering algorithm to recommend movies based on users’ preferences
  • The system incorporates cosine similarity and vectorization techniques to effectively find similarities between movies

Installation

  • clone the repository git clone https://github.com/om-mapari/Movie-Recommender-App
  • Open Movie-Recommender-App folder
  • Paste this command in terminal pip install -r requirements.txt
  • Open python notebook generate model
  • Give path to model in app.py
  • Run command streamlit run app.py

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About

This project involves developing a content-based recommendation system that utilizes advanced machine learning techniques to suggest movies similar to the user's preferences and watching history.

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