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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
01
The problem
Users often struggle to find new anime they might enjoy among thousands of titles.
02
The solution
Created a recommendation engine using collaborative filtering and content-based similarity measures with an intuitive GUI.
03
Key features
Collaborative filtering
Content-based recommendations
User rating analysis
Interactive GUI
04
Impact
High recommendation precision
Handled 10,000+ anime titles efficiently
05
Learnings
“Mastered recommendation algorithms and efficient data handling at scale.”