๋ณธ๋ฌธ์œผ๋กœ ๊ฑด๋„ˆ๋›ฐ๊ธฐ
Park JiHo

Topic: #machine-learning

A collection of 2 posts about machine-learning.

ํ˜„๋Œ€ ์ธ๊ณต์ง€๋Šฅ II โ€” ๋จธ์‹ ๋Ÿฌ๋‹์˜ ๊ธฐ๋ณธ ๊ณผ์ œ์™€ ์ผ๋ฐ˜ํ™”

ECE5992 ๋จธ์‹ ๋Ÿฌ๋‹ ๊ธฐ์ดˆ 13์ชฝ์„ ํŽ˜์ด์ง€ยท๋ฌธ๋‹จยท๋„ํ‘œยท์ˆ˜์‹ ์›์žฅ์œผ๋กœ ์™„์ „ ์ถ”์ ํ•˜๋ฉฐ, ๋ถ„๋ฅ˜ยทํšŒ๊ท€ยท๋ฐ€๋„์ถ”์ •, ์ผ๋ฐ˜ํ™”, ์ •๊ทœํ™”, ๊ต์ฐจ๊ฒ€์ฆ, SVM, ์ตœ์†Œ๊ฑฐ๋ฆฌยท๋ฒ ์ด์ฆˆ ๋ถ„๋ฅ˜๊ธฐ, ์ฐจ์›์˜ ์ €์ฃผ๋ฅผ 2026๋…„ ์—ฐ๊ตฌ๊นŒ์ง€ ์—ฐ๊ฒฐํ•œ๋‹ค.

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28 min read
#machine-learning#generalization#bayes-classifier
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๋จธ์‹ ๋Ÿฌ๋‹ ์ •๋ฆฌ

๋จธ์‹ ๋Ÿฌ๋‹์ด๋ž€ ๊ด‘๋ฒ”์œ„ํ•œ ์ธ๊ณต์ง€๋ŠฅAI์˜์—ญ์˜ ํ•˜์œ„ ์ง‘ํ•ฉ์œผ๋กœ, ์ปดํ“จํ„ฐ๊ฐ€ ๋ฐ์ดํ„ฐ๋กœ๋ถ€ํ„ฐ ํ•™์Šตํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋œ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ๋งŒ๋“ค๊ณ  ํ™œ์šฉํ•˜๋Š” ๊ฒƒ์„ ์ค‘์‹ฌ์œผ๋กœ ํ•˜๋Š” ๋ถ„์•ผ์ด๋‹ค.

1 min read
#machine-learning#classification#logistic-regression
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