\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548 - \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\/29457\/\" \/>\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, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uae09\uc99d\ud558\uc600\uc73c\uba70, \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL) \uae30\uc220\uc774 \uc774\ub7ec\ud55c \ubcc0\ud654\ub97c \uc774\ub04c\uc5b4\uc624\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uace0\uc804\uc801\uc778 \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654(Mean-Variance Optimization, MVO) \uc811\uadfc\ubc95 \ub300\uc2e0, \uc774\ub7ec\ud55c \uc2e0\uae30\uc220\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc774 \ub110\ub9ac \ucc44\ud0dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uae30\ubc95\uc744 \ud559\uc2b5\ud558\uace0, \uc774\ub97c \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc758\ud574 … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29457\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:18:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:52:34+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\/29457\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29457\/\"},\"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, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548\",\"datePublished\":\"2024-10-27T16:18:32+00:00\",\"dateModified\":\"2024-11-26T06:52:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29457\/\"},\"wordCount\":40,\"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\/29457\/\",\"url\":\"https:\/\/atmokpo.com\/w\/29457\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548 - 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{"id":29457,"date":"2024-10-27T16:18:32","date_gmt":"2024-10-27T16:18:32","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=29457"},"modified":"2024-11-26T06:52:34","modified_gmt":"2024-11-26T06:52:34","slug":"%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%eb%b0%8f-%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%95%8c%ea%b3%a0%eb%a6%ac%ec%a6%98-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9-%ed%8f%89%ea%b7%a0-%eb%b6%84%ec%82%b0-%ec%b5%9c-2","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/29457\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548"},"content":{"rendered":"

<\/p>\n

\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uae09\uc99d\ud558\uc600\uc73c\uba70, \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL) \uae30\uc220\uc774 \uc774\ub7ec\ud55c \ubcc0\ud654\ub97c \uc774\ub04c\uc5b4\uc624\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uace0\uc804\uc801\uc778 \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654(Mean-Variance Optimization, MVO) \uc811\uadfc\ubc95 \ub300\uc2e0, \uc774\ub7ec\ud55c \uc2e0\uae30\uc220\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc774 \ub110\ub9ac \ucc44\ud0dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uae30\ubc95\uc744 \ud559\uc2b5\ud558\uace0, \uc774\ub97c \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780?<\/h2>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc758\ud574 \uaddc\uce59 \uae30\ubc18\uc73c\ub85c \uac70\ub798\ub97c \uc218\ud589\ud558\ub294 \ubc29\uc2dd\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub294 \uc778\uac04\uc758 \ud310\ub2e8\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0, \uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \uc54c\uace0\ub9ac\uc998\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc2e4\ud589\ud558\ubbc0\ub85c, \uc2ec\ub9ac\uc801 \uc694\uc778\uc774\ub098 \uac10\uc815\uc801 \uacb0\uc815\uc73c\ub85c \uc778\ud55c \uc624\ub958\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

1.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc7a5\uc810<\/h3>\n
\n
\uc2e0\uc18d\ud55c \uac70\ub798 \uc2e4\ud589: \uc790\ub3d9\ud654\ub41c \uc2dc\uc2a4\ud15c\uc740 \uc778\uac04\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub978 \uc18d\ub3c4\ub85c \uac70\ub798\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc815\ud655\ud55c \ub370\uc774\ud130 \ucc98\ub9ac: \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \uc815\uad50\ud55c \uc804\ub7b5\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uac10\uc815 \ubc30\uc81c: \uc54c\uace0\ub9ac\uc998\uc5d0 \uc758\ud574 \uac70\ub798\uac00 \uc774\ub8e8\uc5b4\uc9c0\ubbc0\ub85c \uac10\uc815\uc801 \uacb0\uc815\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2. \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654(Mean-Variance Optimization, MVO)<\/h2>\n
\ud5e4\ub9ac\uc628 \ub9c8\ucf54\uc704\uce20(Harry Markowitz)\uac00 \uc81c\uc548\ud55c MVO\ub294 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc758 \uc608\uc0c1 \uc218\uc775\ub960\uacfc \ub9ac\uc2a4\ud06c\ub97c \uace0\ub824\ud558\uc5ec \ucd5c\uc801\uc758 \uc790\uc0b0 \ubc30\ubd84\uc744 \ucc3e\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. MVO\ub294 \uc790\uc0b0\uc758 \uae30\ub300 \uc218\uc775\ub960, \ubd84\uc0b0, \uacf5\ubd84\uc0b0\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc801\uc758 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ucc3e\uc2b5\ub2c8\ub2e4.<\/p>\n
2.1 MVO\uc758 \ud55c\uacc4<\/h3>\n
\uc804\ud1b5\uc801\uc778 \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc815\uaddc\uc131 \uac00\uc815: \uc790\uc0b0 \uc218\uc775\ub960\uc774 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub978\ub2e4\uace0 \uac00\uc815\ud558\uc9c0\ub9cc, \uc2e4\uc81c \uae08\uc735 \ub370\uc774\ud130\ub294 \uc774 \uac00\uc815\uc744 \ucda9\uc871\ud558\uc9c0 \uc54a\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc548\uc815\uc131 \ubb38\uc81c: \ub370\uc774\ud130\uc758 \uc791\uc740 \ubcc0\ud654\uc5d0 \ubbfc\uac10\ud558\uac8c \ubc18\uc751\ud558\uc5ec \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad6c\uc131\uc774 \uae09\uaca9\ud558\uac8c \ubcc0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ube44\uc120\ud615\uc131 \ubb34\uc2dc: MVO\ub294 \uc120\ud615 \ud68c\uadc0 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\ubbc0\ub85c \ube44\uc120\ud615 \uad00\uacc4\ub97c \uac04\uacfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3. \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud55c \ub300\uc548<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \uae30\uc220\ub85c, \ub9ce\uc740 \uae08\uc735 \uc804\ubb38\uac00\ub4e4\uc774 \uc774\ub97c \ud65c\uc6a9\ud574 \ub354 \ub098\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc740 \ube44\uc120\ud615\uc131\uacfc \ubcf5\uc7a1\uc131\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc774 \ub6f0\uc5b4\ub098 MVO\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\ub294 \ub370 \uc720\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n
3.1 \uc8fc\uc694 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998<\/h3>\n
\n
\uc120\ud615 \ud68c\uadc0(Linear Regression):<\/strong> \uc608\uce21 \ubaa8\ub378\uc744 \uc138\uc6b0\uae30 \uc704\ud55c \uae30\ubcf8\uc801\uc778 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc73c\ub85c, \uc790\uc0b0 \uc218\uc775\ub960 \uc608\uce21\uc5d0 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc758\uc0ac\uacb0\uc815\ub098\ubb34(Decision Trees):<\/strong> \ube44\uc120\ud615\uc131\uacfc \uc0c1\ud638\uc791\uc6a9\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc720\uc6a9\ud558\uba70, \ud574\uc11d\uc774 \uc6a9\uc774\ud569\ub2c8\ub2e4.<\/li>\n
\ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8(Random Forest):<\/strong> \uc5ec\ub7ec \uac1c\uc758 \uacb0\uc815 \ud2b8\ub9ac\ub97c \uc870\ud569\ud558\uc5ec \uc608\uce21 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/li>\n
\uc2e0\uacbd\ub9dd(Neural Networks):<\/strong> \ubcf5\uc7a1\ud55c \ud328\ud134 \uc778\uc2dd\uc5d0 \ub6f0\uc5b4\ub098\uba70, \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub354\uc6b1 \uc815\uad50\ud55c \uc608\uce21\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4. \ub525\ub7ec\ub2dd\uc758 \uc5ed\ud560<\/h2>\n
\ub525\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud574 \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \uac15\ub825\ud55c \uae30\ubc95\uc785\ub2c8\ub2e4. \uae08\uc735 \ub370\uc774\ud130\uc758 \ubcf5\uc7a1\uc131\uacfc \ubcc0\ub3d9\uc131\uc744 \uace0\ub824\ud560 \ub54c, \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub192\uc740 \uc608\uce21\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1 \ub525\ub7ec\ub2dd \uc544\ud0a4\ud14d\ucc98<\/h3>\n
\n
\ub2e4\uce35 \ud37c\uc149\ud2b8\ub860(Multi-Layer Perceptron, MLP):<\/strong> \uae30\ubcf8\uc801\uc778 \ud615\ud0dc\uc758 \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c, \uc5ec\ub7ec \uce35\uc758 \ub178\ub4dc\ub97c \uac00\uc9c4 \uc2e0\uacbd\ub9dd\uc785\ub2c8\ub2e4.<\/li>\n
\uc21c\ud658 \uc2e0\uacbd\ub9dd(Recurrent Neural Networks, RNN):<\/strong> \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uc801\ud569\ud558\uc5ec \uc2dc\uac04\uc5d0 \ub530\ub978 \ud328\ud134 \uc778\uc2dd\uc5d0 \uc720\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n
\ubcc0\ud615\ub41c \ucee4\ub110 \uc2e0\uacbd\ub9dd(Convolutional Neural Networks, CNN):<\/strong> \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc5d0 \uc8fc\ub85c \uc0ac\uc6a9\ub418\uc9c0\ub9cc, \uae08\uc735 \ub370\uc774\ud130\uc758 \ud328\ud134 \ud0d0\uc9c0\uc5d0\ub3c4 \uc720\uc6a9\ud558\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uad6c\ucd95<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\ub294 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\ub85c \uc9c4\ud589\ub429\ub2c8\ub2e4:<\/p>\n
5.1 \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n
\uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130 \uc18c\uc2a4\ub85c\ubd80\ud130 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ub2e4\uc591\ud55c \uc7ac\ubb34 \ub370\uc774\ud130, \uc54c\ud30c \ud329\ud130, \uacbd\uc81c \uc9c0\ud45c \ub4f1\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5.2 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n
\uc6d0\uc2dc \ub370\uc774\ud130\ub294 \ubd84\uc11d\uc5d0 \uc801\ud569\ud558\uac8c \uac00\uacf5\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\ub294 \uacb0\uce21\uce58 \ucc98\ub9ac, \uc815\uaddc\ud654, \ud2b9\uc131 \uc120\ud0dd \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n
5.3 \ubaa8\ub378 \uc120\ud0dd \ubc0f \ud559\uc2b5<\/h3>\n
\uc801\ud569\ud55c \uba38\uc2e0\ub7ec\ub2dd \ub610\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uace0, \ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud6c8\ub828\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4. \uad50\ucc28 \uac80\uc99d\uc744 \ud1b5\ud574 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n
5.4 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654<\/h3>\n
\ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uc790\uc0b0 \ubc30\ubd84\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \uc804\ud1b5\uc801\uc778 MVO \ub300\uc2e0 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc608\uce21\uc744 \ud65c\uc6a9\ud558\uc5ec \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc758 \uc218\uc775\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5.5 \uc131\ub2a5 \ud3c9\uac00 \ubc0f \ub9ac\ubc38\ub7f0\uc2f1<\/h3>\n
\ubaa8\ub378\uc774 \uc2e4\uc81c \uc2dc\uc7a5\uc5d0\uc11c \uc218\ud589\ub418\ub294 \ubc29\uc2dd\uc5d0 \ub300\ud55c \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc131\ub2a5 \ud3c9\uac00\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc8fc\uae30\uc801\uc73c\ub85c \ub9ac\ubc38\ub7f0\uc2f1\uc744 \ud1b5\ud574 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n
6. \uacb0\ub860 \ubc0f \uc804\ub9dd<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0 \ub354 \ub098\uc740 \ud22c\uc790 \uc131\uacfc\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud55c \ub2e4\uc591\ud55c \ubc29\ubc95\ub860\uc774 \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uc5f0\uad6c\uc640 \uc2e4\ud5d8\uc744 \ud1b5\ud574 \uc774 \ubd84\uc57c\ub294 \uacc4\uc18d\ud574\uc11c \uc9c4\ud654\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
\ubcf8 \uac15\uc88c\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4\uc640 \ud22c\uc790 \uc804\ub7b5\uc5d0 \ub354 \ub098\uc740 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uae30\ucd08\uc801\uc778 \uc9c0\uc2dd\uacfc \ub3c4\uad6c\ub97c \uc5bb\uae38 \ubc14\ub78d\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uc5b8\uc5b4\ub85c \uae08\uc735 \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\uc5b4, \ubcf4\ub2e4 \ud601\uc2e0\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc18d\uc801\uc73c\ub85c \ud559\uc2b5\ud574 \ub098\uac00\uc138\uc694.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uae09\uc99d\ud558\uc600\uc73c\uba70, \uba38\uc2e0\ub7ec\ub2dd(ML)\uacfc \ub525\ub7ec\ub2dd(DL) \uae30\uc220\uc774 \uc774\ub7ec\ud55c \ubcc0\ud654\ub97c \uc774\ub04c\uc5b4\uc624\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uace0\uc804\uc801\uc778 \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654(Mean-Variance Optimization, MVO) \uc811\uadfc\ubc95 \ub300\uc2e0, \uc774\ub7ec\ud55c \uc2e0\uae30\uc220\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc774 \ub110\ub9ac \ucc44\ud0dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uae30\ubc95\uc744 \ud559\uc2b5\ud558\uace0, \uc774\ub97c \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc758\ud574 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548”<\/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-29457","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, \ud3c9\uade0 \ubd84\uc0b0 \ucd5c\uc801\ud654\uc758 \ub300\uc548 - 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