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Personal movie recommender using the Django web framework. The movie recommendations will be generated based on your or your family’s previously watched movies. The recommendation algorithm included in this project is extremely simple but effective so you do not need any hardcore Machine Learning knowledge.

Python 87.78% HTML 12.22%
django python recommender-system

movie-recommender-django-project's Introduction

Movie Recommender (Django Project)

This project is based on this EDX course from IBM. Jaccard Similarity is used to recommend movies based on previous watch history.

Follow these steps to run the project:

  • Setup Project
python -m venv env
source env/bin/activate
pip install -r requirements.txt
  • Prepare Database
python manage.py makemigrations
python manage.py migrate
python3 manage.py load_movies --path movies.csv
  • Create Admin/Superuser
python manage.py createsuperuser
  • Start Server
python manage.py runserver
  • Login to Admin panel and update some movie as watched
  • Then generate the recommendation by running the following command
python manage.py make_recommendations

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