DATA SCIENCE / MACHINE LEARNING
Book Recommendation System
A recommendation system that combines book metadata and user interactions.
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My Contribution
- Performed data exploration and preprocessing.
- Built Content-Based Filtering using TF-IDF.
- Implemented Cosine Similarity.
- Developed Collaborative Filtering.
- Implemented embedding-based recommendations.
- Compared model performance using RMSE.