Back to Projects
ML / DL
Anime-Recommendation-System
Python-based anime recommendation system; uses collaborative filtering with GUI to suggest anime based on user input.
Recommendation SystemsScikit-learnPandasPython
The Problem
Users often struggle to find new anime they might enjoy among thousands of titles.
The Solution
Created a recommendation engine using collaborative filtering and content-based similarity measures with an intuitive GUI.
Key Features
•Collaborative filtering
•Content-based recommendations
•User rating analysis
•Interactive GUI
Impact
High recommendation precision
Handled 10,000+ anime titles efficiently
Learnings
Mastered recommendation algorithms and efficient data handling at scale.