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🎬 Basic Movie Recommendation Model 📽️

Welcome to the Movie Recommendation Model repository! This project builds a machine learning model to suggest movies based on user preferences using collaborative and content-based filtering. 🍿✨

Features 🌟

  • Hybrid Model: Combines collaborative and content-based filtering.
  • Jupyter: Do open the file on jupyter for ease of use.

Installation 💻

Clone this repository and install dependencies:

git clone https://github.com/chayanC7mondal/MovieRecommenderModel.git
cd movie-recommendation-model
pip install -r requirements.txt

Usage 🚀

  1. Prepare Data:
    python data_preparation.py --input dataset.csv --output processed_data/
  2. Train Model:
    python train_model.py --data processed_data/
  3. Make Recommendations:
    python recommend.py --user_id 123

Dataset 📊

Used dataset provided in the link (https://github.com/ChitranjanUpadhayay/ML_Projects/blob/main/Datasets/Movies%20Recommendation%20System/dataset.csv)

Contributing 🤝

  1. Fork the repository.
  2. Create a branch (git checkout -b feature-branch).
  3. Commit changes (git commit -m 'Add feature').
  4. Push (git push origin feature-branch).
  5. Create a pull request.

Enjoy your movie recommendations! 🎉🍿

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A Basic Movie Recommendation Model

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