Recommendation API – Movie Recommendation System
Personalized movie recommendations powered by machine learning
Movie Recommendation API
A full-stack movie recommendation system using FastAPI, Streamlit, and Scikit-learn. It leverages collaborative filtering and real-time model retraining to deliver accurate, personalized movie suggestions via an interactive web interface.
Key Features
Intelligent Recommendations: Cosine similarity-based collaborative filtering.
Auto-Retraining: Continuous model updates as new data is added.
User Interaction: Rating system for improving accuracy over time.
Full CRUD Support: Manage movies, ratings, and recommendations seamlessly.
Tech Stack: FastAPI backend, Streamlit frontend, and SQLAlchemy ORM.
Movie Recommendation API
Category
AI-Powered System
Transformative Outcome
This AI-powered recommendation engine personalizes entertainment through machine learning and real-time feedback; offering smarter, more engaging user experiences across media platforms.
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