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simpson's paradox 1

[๋ถ€์ŠคํŠธ์บ ํ”„ AI Tech 3๊ธฐ Pre-Course] ํ•ต์‹ฌ๋งŒ ๋‹ด์€ AI๋ฅผ ์œ„ํ•œ ์ˆ˜ํ•™ ์ง€์‹ ๋ฒ ์ด์ฆˆ ํ†ต๊ณ„ํ•™ ๋ง›๋ณด๊ธฐ (Bayes' Theorem, Simpson's Paradox, Causality)

๋ชจ๋“  ๊ฒŒ์‹œ๋ฌผ์€ macOS Monterey 12.0.1 ๋ฒ„์ „ ๊ธฐ์ค€์œผ๋กœ ์ž‘์„ฑํ•˜์˜€์Šต๋‹ˆ๋‹ค. ๋ถ€์ŠคํŠธ์บ ํ”„ AI Tech 3๊ธฐ๋ฅผ ์œ„ํ•œ Pre-Course ๋ฅผ ํ† ๋Œ€๋กœ ์ž‘์„ฑํ•˜์˜€์Šต๋‹ˆ๋‹ค. Bayes' Theorem, Causality, Simpson's Paradox [ ๊ฐ•์˜ ์†Œ๊ฐœ ] ์กฐ๊ฑด๋ถ€ํ™•๋ฅ ์—์„œ ์ด์–ด์ง€๋Š” ๊ฐœ๋…์ธ ๋ฒ ์ด์ฆˆ ์ •๋ฆฌ์™€ ์ธ๊ณผ๊ด€๊ณ„ ์ถ”๋ก ์— ๋Œ€ํ•ด ๊ณต๋ถ€ํ•ฉ๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ๊ฐ€ ์ƒˆ๋กœ ์ถ”๊ฐ€๋  ๋•Œ ์ •๋ณด ๊ฐฑ์‹ ์— ์‚ฌ์šฉ๋˜๋Š” ๋ฒ ์ด์ฆˆ ์ •๋ฆฌ์— ๋Œ€ํ•ด ๊ณต๋ถ€ํ•ฉ๋‹ˆ๋‹ค. ๋ฒ ์ด์ฆˆ ์ •๋ฆฌ๋Š” ๋ฐ์ดํ„ฐ๊ฐ€ ์ƒˆ๋กœ ์ถ”๊ฐ€๋  ๋•Œ ์ •๋ณด๋ฅผ ์—…๋ฐ์ดํŠธํ•˜๋Š” ๋ฐฉ์‹์˜ ๊ธฐ๋ฐ˜์ด ๋˜๋ฏ€๋กœ ๋จธ์‹ ๋Ÿฌ๋‹์— ์‚ฌ์šฉ๋˜๋Š” ์˜ˆ์ธก๋ชจํ˜•์˜ ๋ฐฉ๋ฒ•๋ก ์œผ๋กœ ๊ต‰์žฅํžˆ ์ž์ฃผ ์‚ฌ์šฉ๋ฉ๋‹ˆ๋‹ค. ์‚ฌ์ „ํ™•๋ฅ , ์‚ฌํ›„ํ™•๋ฅ . evidence ๋“ฑ์˜ ๊ฐœ๋…์— ๋Œ€ํ•ด ํ™•์‹คํžˆ ์งš๊ณ  ๋„˜์–ด๊ฐ€์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ธ๊ณผ๊ด€๊ณ„ ์ถ”๋ก ์— ์žˆ์–ด ์กฐ๊ฑด๋ถ€ํ™•๋ฅ ์„ ์„ฃ๋ถˆ๋ฆฌ ์‚ฌ์šฉํ•ด์„œ๋Š” ์•ˆ๋˜..

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