\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/28847\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud604\uc7ac \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL)\uc774 \ub110\ub9ac \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uacfc\uac70\uc758 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uc5ec \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uad6c\ud604\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, ‘\uc54c\ud30c\ub80c\uc988(Alphalens)’\ub294 \uae08\uc735 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0 \ubaa8\ub378\uc758 \ud6a8\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \uc54c\ud30c\ub80c\uc988\ub97c \ud65c\uc6a9\ud574 \uae08\uc735 \uc131\uacfc\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/28847\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:15:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:56:59+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988\",\"datePublished\":\"2024-10-27T16:15:22+00:00\",\"dateModified\":\"2024-11-26T06:56:59+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/\"},\"wordCount\":16,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/\",\"url\":\"https:\/\/atmokpo.com\/w\/28847\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988 - 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<\/p>\n

\ud604\uc7ac \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL)\uc774 \ub110\ub9ac \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uacfc\uac70\uc758 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uc5ec \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uad6c\ud604\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, ‘\uc54c\ud30c\ub80c\uc988(Alphalens)’\ub294 \uae08\uc735 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0 \ubaa8\ub378\uc758 \ud6a8\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \uc54c\ud30c\ub80c\uc988\ub97c \ud65c\uc6a9\ud574 \uae08\uc735 \uc131\uacfc\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ucd08<\/h2>\n

1.1 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc815\uc758<\/h3>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc774\ub97c \ud1b5\ud574 \uc608\uce21\uc774\ub098 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uce74\ud14c\uace0\ub9ac\ub85c \ubd84\ub958\ub429\ub2c8\ub2e4: \uc9c0\ub3c4 \ud559\uc2b5(Supervised Learning)\uacfc \ube44\uc9c0\ub3c4 \ud559\uc2b5(Unsupervised Learning).<\/p>\n

1.2 \ub525\ub7ec\ub2dd\uc758 \uc815\uc758<\/h3>\n
\ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc744 \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uad6c\uc870\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825 \ub355\ubd84\uc5d0 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uadf8\ub9ac\uace0 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \ub9ce\uc774 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

1.3 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ucc28\uc774<\/h3>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ube44\uad50\uc801 \uac04\ub2e8\ud55c \uc54c\uace0\ub9ac\uc998\uc73c\ub85c \uad6c\uc131\ub418\uba70, \ub370\uc774\ud130\uc758 \ud2b9\uc9d5\uc744 \uc218\uc791\uc5c5\uc73c\ub85c \ucd94\ucd9c\ud574\uc57c \ud569\ub2c8\ub2e4. \ubc18\uba74\uc5d0, \ub525\ub7ec\ub2dd\uc740 \uae4a\uc740 \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ud2b9\uc9d5\uc744 \uc778\uc2dd\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uac00\uc9d1\ub2c8\ub2e4. \uadf8\ub798\uc11c \ub525\ub7ec\ub2dd\uc740 \ub354 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc9d1\ud569, \uc989 \ube44\uc815\ud615 \ub370\uc774\ud130\uc5d0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n

2. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529<\/h2>\n

2.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uac1c\uc694<\/h3>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud2b9\uc815 \uc778\ud130\ub110\uacfc \ub9e4\ub9e4 \uc804\ub7b5\uc744 \ub530\ub974\ub294 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uc7a5\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc218\ud589\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc8fc\uc2dd, \uc635\uc158, \uc678\ud658 \ub4f1 \uc5ec\ub7ec \uc790\uc0b0 \ud074\ub798\uc2a4\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

2.2 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc7a5\uc810<\/h3>\n

\uac10\uc815\uc801 \uacb0\uc815 \ubc29\uc9c0: \uac10\uc815\uc744 \ubc30\uc81c\ud558\uace0 \uc624\uc9c1 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud558\uc5ec \uac70\ub798\ub97c \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc2e0\uc18d\ud55c \uc2e4\ud589: \uc218\ub9ce\uc740 \uac70\ub798\ub97c \ucd08 \ub2e8\uc704\ub85c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n

\uc9c0\uc18d\uc801\uc778 \uc2dc\uc7a5 \uac10\uc2dc: \ud734\uc2dd \uc5c6\uc774 \uc2dc\uc7a5\uc758 \ubcc0\ud654\uc5d0 \ub300\ud574 \ubc18\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n

3. \uc54c\ud30c\ub80c\uc988(Alphalens)\ub780?<\/h2>\n

3.1 \uc54c\ud30c\ub80c\uc988\uc758 \uac1c\uc694<\/h3>\n
\uc54c\ud30c\ub80c\uc988\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uae08\uc735 \uc131\uacfc, \ud2b9\ud788 \uc54c\ud30c \uc0dd\uc131 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud30c\uc774\uc36c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc8fc\uc694 \uae30\ub2a5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc900\ube44, \uc54c\ud30c \uc131\uacfc \ubd84\uc11d, \uc801\ud569\ub3c4 \ud3c9\uac00 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

3.2 \uc54c\ud30c\ub80c\uc988\uc758 \uc8fc\uc694 \uae30\ub2a5<\/h3>\n

\uc131\uacfc \ubd84\uc11d:<\/strong> \ud2b9\uc815 \uac70\ub798 \uc2e0\ud638\uc5d0 \ub300\ud55c \ubc31\ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/li>\n
\ub370\uc774\ud130 \uc2dc\uac01\ud654:<\/strong> \uc131\uacfc\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \uc27d\uac8c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \uadf8\ub798\ud504\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n

\uc2e0\ud638 \ub514\ubc84\uae45:<\/strong> \uc2e0\ud638\uc758 \uc131\uacfc\ub97c \uac1c\ubcc4\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \ucd5c\uc801\ud654 \uae30\ud68c\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5<\/h2>\n
4.1 \uc804\ub7b5 \uac1c\ubc1c\uc758 \uae30\ubcf8 \uc6d0\ub9ac<\/h3>\n
\ud2b8\ub808\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc758 \uc131\uacfc\ub97c \uadf9\ub300\ud654\ud558\uae30 \uc704\ud574 \uba3c\uc800 \ub2e4\ub8f0 \ubcc0\uc218\ub098 \uc9c0\ud45c\ub97c \uc815\uc758\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uba38\uc2e0\ub7ec\ub2dd\/\ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4. \uc8fc\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ud68c\uadc0\ubaa8\ub378(Regression)<\/li>\n
\uc758\uc0ac\uacb0\uc815\ub098\ubb34(Decision Trees)<\/li>\n
\ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8(Random Forest)<\/li>\n
\ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)<\/li>\n<\/ul>\n
4.2 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n
\ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uae30 \uc704\ud574\uc11c\ub294 \uba3c\uc800 \ub370\uc774\ud130\ub97c \uc804\ucc98\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uacb0\uce21\uac12 \ucc98\ub9ac, \uc774\uc0c1\uce58 \uc81c\uac70, \uc815\uaddc\ud654 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub610\ud55c, \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc744 \uc815\uc758\ud560 \uc218 \uc788\ub294 \uc9c0\ud45c(\uc608: \uae30\uc220\uc801 \uc9c0\ud45c)\ub97c \uc0dd\uc131\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
4.3 \ubaa8\ub378 \ud559\uc2b5 \ubc0f \ud3c9\uac00<\/h3>\n
\uc804\ucc98\ub9ac\ud55c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0 \uc774 \ub54c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \uac83\ub3c4 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc9c0\ud45c(\uc608: MSE, R\u00b2 \ub4f1)\ub97c \ud65c\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc608\uce21\ub825\uc744 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n
5. \uc54c\ud30c\ub80c\uc988\ub97c \ud65c\uc6a9\ud55c \ubaa8\ub378 \uc131\uacfc \ubd84\uc11d<\/h2>\n
5.1 \ub370\uc774\ud130 \uc900\ube44<\/h3>\n
\uc54c\ud30c\ub80c\uc988\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc6b0\uc120\uc8fc\uac00\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130\ud504\ub808\uc784\uc744 \uc900\ube44\ud574\uc57c \ud569\ub2c8\ub2e4. \uac70\ub798 \uc2e0\ud638\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ub294 \ub2e4\uc591\ud55c \uc790\uc0b0 \ud074\ub798\uc2a4\uc758 \uc815\ubcf4\ub97c \uc218\uc9d1\ud558\uace0, \uc54c\ud30c\ub80c\uc988\uc758 \ub370\uc774\ud130 \uad6c\uc870\uc5d0 \uc54c\ub9de\uac8c \ubcc0\ud658\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
5.2 \uc131\uacfc \ubd84\uc11d\ud558\uae30<\/h3>\n
\uc54c\ud30c\ub80c\uc988\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\uc73c\ub85c \uc131\uacfc \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n
import alphalens as al\nimport pandas as pd\n\n# \ub370\uc774\ud130 \uc900\ube44\ndata = pd.read_csv('your_data.csv')\nfactor_data = al.utils.get_clean_factor_and_forward_returns(data['factor'], data['asset'], data['date'])\n\n# \uc131\uacfc \ud3c9\uac00\nperformance = al.performance.factor_returns(factor_data)\n<\/code><\/pre>\n\uc774 \ucf54\ub4dc\ub294 \uc54c\ud30c\ub80c\uc988\ub97c \ud65c\uc6a9\ud558\uc5ec \ud2b9\uc815\ud55c \ud329\ud130\uc5d0 \ub300\ud55c \uc131\uacfc\ub97c \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n 5.3 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/h3>\n\uc54c\ud30c\ub80c\uc988\uc758 \uac15\ub825\ud55c \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \uc131\uacfc\ub97c \uc9c1\uad00\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ucc28\ud2b8\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \ubd84\uc11d \uacb0\uacfc\ub97c \uc27d\uac8c \uc804\ub2ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n 6. \uacb0\ub860 \ubc0f \uc55e\uc73c\ub85c\uc758 \ubc29\ud5a5<\/h2>\n\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ubbf8\ub798\ub97c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70, \uc54c\ud30c\ub80c\uc988\ub294 \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc758 \uc131\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ub354\uc6b1 \ubc1c\uc804\ud558\ub294 \ub370\uc774\ud130 \ubd84\uc11d \uae30\uc220\uc744 \ud1b5\ud574 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc608\uce21 \uc815\ud655\ub3c4\ub97c \ub192\uc774\uace0, \uc54c\ud30c \uc0dd\uc131 \uc804\ub7b5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n \uc774 \uac15\uc88c\uac00 \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc5d0\uac8c \ub3c4\uc6c0\uc774 \ub418\uc5c8\uae30\ub97c \ubc14\ub77c\uba70, \uc55e\uc73c\ub85c\ub3c4 \ub354 \ub9ce\uc740 \uc5f0\uad6c\uc640 \uc2e4\ud5d8\uc744 \ud1b5\ud574 \uc591\uc9c8\uc758 \ud2b8\ub808\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud574 \ub098\uac00\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n <\/body><\/p>\n","protected":false},"excerpt":{"rendered":" \ud604\uc7ac \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL)\uc774 \ub110\ub9ac \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uacfc\uac70\uc758 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uc5ec \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uad6c\ud604\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, ‘\uc54c\ud30c\ub80c\uc988(Alphalens)’\ub294 \uae08\uc735 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0 \ubaa8\ub378\uc758 \ud6a8\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \uc54c\ud30c\ub80c\uc988\ub97c \ud65c\uc6a9\ud574 \uae08\uc735 \uc131\uacfc\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[29],"tags":[],"class_list":["post-28847","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/28847\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud604\uc7ac \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL)\uc774 \ub110\ub9ac \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uacfc\uac70\uc758 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uc5ec \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uad6c\ud604\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, ‘\uc54c\ud30c\ub80c\uc988(Alphalens)’\ub294 \uae08\uc735 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0 \ubaa8\ub378\uc758 \ud6a8\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \uc54c\ud30c\ub80c\uc988\ub97c \ud65c\uc6a9\ud574 \uae08\uc735 \uc131\uacfc\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/28847\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:15:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:56:59+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988\",\"datePublished\":\"2024-10-27T16:15:22+00:00\",\"dateModified\":\"2024-11-26T06:56:59+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/\"},\"wordCount\":16,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/28847\/\",\"url\":\"https:\/\/atmokpo.com\/w\/28847\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uae08\uc735 \uc131\uacfc \uc54c\ud30c\ub80c\uc988 - 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