home/categories/data-engineering/ecnu-icalk-autoskill-skillbank-convskill-english-gpt3-5-8-glm4-7-item-based-collaborative-filtering-movie-recommender-skill-md
data-engineeringdata-ai

item-based-collaborative-filtering-movie-recommender

Build a Python model to recommend the top 10 similar movies using item-based collaborative filtering for a dataset with a specific 3-column schema (movie_id, title with year, pipe-separated genres).

ECNU-ICALK
maintainer
ECNU-ICALK
์—…๋ฐ์ดํŠธ๋จ 2026. 3. 13.
์Šคํƒ€
304
ํฌํฌ
34
quick start

Installation and usage

Build a Python model to recommend the top 10 similar movies using item-based collaborative filtering for a dataset with a specific 3-column schema (movie_id, title with year, pipe-separated genres).

์„ค์น˜
$ install --globalskills.sh
์‚ฌ์šฉ๋ฒ•

์„ค์น˜ ํ›„ ํ„ฐ๋ฏธ๋„์—์„œ ๋‹ค์Œ ๋ช…๋ น์„ ์‹คํ–‰ํ•˜์—ฌ ์ด ์Šคํ‚ฌ์„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:

skills use item-based-collaborative-filtering-movie-recommender