๐ŸŒˆ applied-ml Github Repo - Github Repository๋กœ ๋‹ค์–‘ํ•œ ์ž๋ฃŒ ๋ชจ์Œ์ž…๋‹ˆ๋‹ค - ํ˜„์žฌ 8.7K(8700)์˜ Star(์ผ์ข…์˜ Like)๋ฅผ ๋ฐ›์€ ์ž๋ฃŒ์ž…๋‹ˆ๋‹ค ๐ŸŽ ์ด ์ž๋ฃŒ๋ฅผ ์ถ”์ฒœํ•˜๋Š” ์ด์œ  - ํ”„๋Ÿฌ๋•์…˜ ํ™˜๊ฒฝ์—์„œ ๋ฐ์ดํ„ฐ ์‚ฌ์ด์–ธ์Šค / ๋จธ์‹ ๋Ÿฌ๋‹์— ๋Œ€ํ•ด ํ•„์š”ํ•œ ์ž๋ฃŒ๋ฅผ ๋ชจ์•„๋‘” ๋ฌธ์„œ์ž…๋‹ˆ๋‹ค - ๋ณดํ†ต MLOps๋ฉด ๋จธ์‹ ๋Ÿฌ๋‹ ์—”์ง€๋‹ˆ์–ด๋ง ์œ„์ฃผ๋กœ ๋‚˜์™€์žˆ๋Š”๋ฐ, ์ด ์ž๋ฃŒ๋Š” ๋ฐ์ดํ„ฐ ์‚ฌ์ด์–ธ์Šค ๊ด€์ ๋„ ์žˆ์–ด์„œ ๋งค์šฐ ์œ ์šฉํ•ฉ๋‹ˆ๋‹ค!!!! - ์ด 30๊ฐœ์˜ ์ปจํ…์ธ ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. ๋จธ์‹ ๋Ÿฌ๋‹ ๊ณต๋ถ€ํ•˜์‹œ๋Š” ๋ถ„, ๋ฐ์ดํ„ฐ์‚ฌ์ด์–ธ์Šค ๊ณต๋ถ€ํ•˜์‹œ๋Š” ๋ถ„ ๋ชจ๋‘ ์ฐธ๊ณ ํ•˜์‹œ๋ฉด ์ข‹์„ ์ž๋ฃŒ๋“ค์ž…๋‹ˆ๋‹ค - ์ด ๋ฌธ์„œ์— ์žˆ๋Š” ๋‚ด์šฉ์„ ํ† ๋Œ€๋กœ ์Šคํ„ฐ๋””๋ฅผ ๊พธ๋ ค๋ณด์…”๋„ ์ข‹์„ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค!! - ์ €๋Š” ์ด ๋ ˆํฌ๋ฅผ Star 3000๊ฐœ ์ฏค์— ๋ดค๋Š”๋ฐ, ์ตœ๊ทผ์— ๋ณด๋‹ˆ ๋ฌธ์„œ๊ฐ€ ๋” ์—…๋ฐ์ดํŠธ๋˜์–ด์„œ ๋‹ค์‹œ ์ฝ์–ด๋ณผ ์˜ˆ์ •์ž…๋‹ˆ๋‹ค ๐Ÿ‘ ์ฝ์œผ๋ฉด ์ข‹์€ ๋ถ„ - ๋ฐ์ดํ„ฐ ์‚ฌ์ด์–ธ์Šค/๋จธ์‹ ๋Ÿฌ๋‹์— ๋Œ€ํ•ด ๊ณต๋ถ€ํ•˜๊ณ  ๊ณ„์‹  ๋ถ„๋“ค - ํ”„๋Ÿฌ๋•์…˜ ํ™˜๊ฒฝ์—์„œ ์–ด๋–ค ์ ์„ ๊ณ ๋ คํ•ด์•ผ ํ•˜๋Š”์ง€ ๊ถ๊ธˆํ•˜์‹  ๋ถ„ ๐Ÿ“‹ Contents ์ข…๋ฅ˜ - Data Quality - Data Engineering - Data Discovery - Feature Stores - Classification - Regression - Forecasting - Recommendation - Search & Ranking - Embeddings - Natural Language Processing - Sequence Modelling - Computer Vision - Reinforcement Learning - Anomaly Detection - Graph - Optimization - Information Extraction - Weak Supervision - Generation - Audio - Validation and A/B Testing - Model Management - Efficiency - Ethics - Infra - Platforms - Practices - Team Structure - Fails

GitHub - eugeneyan/applied-ml: ๐Ÿ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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GitHub - eugeneyan/applied-ml: ๐Ÿ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

๋‹ค์Œ ๋‚ด์šฉ์ด ๊ถ๊ธˆํ•˜๋‹ค๋ฉด?

๋˜๋Š”

์ด๋ฏธ ํšŒ์›์ด์‹ ๊ฐ€์š”?

2021๋…„ 3์›” 17์ผ ์˜ค์ „ 12:47

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