{"id":28965,"date":"2024-10-27T16:16:06","date_gmt":"2024-10-27T16:16:06","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=28965"},"modified":"2024-11-26T06:55:42","modified_gmt":"2024-11-26T06:55:42","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-%eb%a6%ac%ec%8a%a4%ed%81%ac-%ed%8c%a8%eb%a6%ac","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/28965\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0"},"content":{"rendered":"<p>\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc790\ub3d9\ud654\ub41c \uac70\ub798 \uc804\ub7b5\uc740 \ub0a0\ub85c \uc99d\uac00\ud558\ub294 \ub370\uc774\ud130\uc640 \uac15\ub825\ud55c \ucef4\ud4e8\ud305 \ud30c\uc6cc \ub355\ubd84\uc5d0 \ube60\ub978 \uc18d\ub3c4\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08 \ubc0f \uace0\uae09 \uac1c\ub150\uc744 \ub2e4\ub8e8\uace0, \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \uc804\ub7b5\uc774\ub780 \ubb34\uc5c7\uc778\uc9c0, \uadf8\ub9ac\uace0 \uc774 \uc804\ub7b5\uc744 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc73c\ub85c \uc5b4\ub5bb\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc774\ud574<\/h2>\n<p>\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \uaddc\uce59\uacfc \uc870\uac74\uc73c\ub85c \uc790\ub3d9\uc801\uc73c\ub85c \uac70\ub798\ub97c \uc2e4\ud589\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \ub73b\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc740 \ud2b9\uc815\ud55c \uc774\ubca4\ud2b8\ub098 \uc870\uac74\uc774 \ubc1c\uc0dd\ud588\uc744 \ub54c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud558\uace0, \uc774 \uc2e0\ud638\uc5d0 \ub530\ub77c \uac70\ub798\ub97c \uc218\ud589\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<h3>1.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc7a5\uc810<\/h3>\n<ul>\n<li>\uc778\uac04\uc758 \uac10\uc815\uc801 \ud310\ub2e8 \ubc30\uc81c: \uc790\ub3d9\ud654\ub41c \uc2dc\uc2a4\ud15c\uc740 \uac10\uc815\uc5c6\uc774 \uac70\ub798\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc2e0\uc18d\ud55c \uac70\ub798 \uc2e4\ud589: \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc5d0 \uc989\uac01 \ubc18\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ub300\ub7c9 \uac70\ub798 \uac00\ub2a5: \uc54c\uace0\ub9ac\uc998\uc740 \uc778\uac04 \ud2b8\ub808\uc774\ub354\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \ub300\ub7c9\uc758 \uac70\ub798\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uac80\uc99d \uac00\ub2a5\uc131: \uc54c\uace0\ub9ac\uc998\uc758 \uc131\uacfc\ub97c \uac80\uc99d\ud558\uace0 \ubc18\ubcf5\uc801\uc73c\ub85c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>2. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc758 \ub3c4\uc785<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub354 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucda5\ub2c8\ub2e4.<\/p>\n<h3>2.1 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95 \uc18c\uac1c<\/h3>\n<p>\uc77c\ubc18\uc801\uc73c\ub85c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc73c\ub85c\ub294 \ud68c\uadc0(Regression), \ubd84\ub958(Classification), \uad70\uc9d1\ud654(Clustering) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uae30\ubc95\uc758 \ud2b9\uc9d5\uacfc \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\uc758 \uc801\uc6a9 \uc608\uc81c\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>\ud68c\uadc0 \ubd84\uc11d<\/h4>\n<p>\ud68c\uadc0 \ubd84\uc11d\uc740 \uc785\ub825 \ubcc0\uc218\uc640 \uacb0\uacfc \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ubaa8\ub378\ub9c1\ud558\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \uac00\uaca9\uc758 \ubcc0\ud654\ub97c \uc608\uce21\ud558\uae30 \uc704\ud574 \uc5ed\uc0ac\uc801\uc778 \uac00\uaca9 \ubc0f \uac70\ub798\ub7c9 \ub370\uc774\ud130\ub97c \ud68c\uadc0 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h4>\ubd84\ub958 \uae30\ubc95<\/h4>\n<p>\ubd84\ub958 \uae30\ubc95\uc740 \ub370\uc774\ud130\ub97c \uc11c\ub85c \ub2e4\ub978 \uce74\ud14c\uace0\ub9ac\ub85c \ub098\ub204\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uac00\uac00 \uc0c1\uc2b9\ud560\uc9c0 \ud558\ub77d\ud560\uc9c0\ub97c \uc608\uce21\ud558\uae30 \uc704\ud574 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0, \uacb0\uc815 \ud2b8\ub9ac, SVM \ub4f1\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>\uad70\uc9d1\ud654 \uae30\ubc95<\/h4>\n<p>\uad70\uc9d1\ud654 \uae30\ubc95\uc740 \ube44\uc2b7\ud55c \ud2b9\uc131\uc744 \uac00\uc9c4 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uadf8\ub8f9\ud654\ud558\ub294 \ub370 \uc8fc\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ube44\uc2b7\ud55c \uac00\uaca9 \ud328\ud134\uc744 \uac00\uc9c4 \uc8fc\uc2dd\ub4e4\uc744 \uad70\uc9d1\ud654\ud558\uc5ec \ub3d9\uc2dc \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2.2 \ub525\ub7ec\ub2dd \uae30\ubc95\uc758 \ub3c4\uc785<\/h3>\n<p>\ub525\ub7ec\ub2dd\uc740 \ud2b9\ud788 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc640 \uac19\uc740 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uad6c\uc870\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. LSTM(Long Short-Term Memory)\uacfc \uac19\uc740 \uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)\uc740 \uc8fc\uac00 \ud750\ub984\uacfc \uac19\uc740 \uc2dc\uacc4\uc5f4 \uc608\uce21\uc5d0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h2>3. \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \uc804\ub7b5\uc758 \uac1c\uc694<\/h2>\n<p>\ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0(Risk Parity) \uc804\ub7b5\uc740 \uc790\uc0b0 \ubc30\ubd84 \uc804\ub7b5\uc758 \uc77c\uc885\uc73c\ub85c, \uac01 \uc790\uc0b0\uc774 \ucc28\uc9c0\ud558\ub294 \uc808\ub300\uc801\uc778 \ube44\uc911\uc774 \uc544\ub2cc \uac01 \uc790\uc0b0\uc758 \ub9ac\uc2a4\ud06c\uc5d0 \uae30\ubc18\ud558\uc5ec \uc790\uc0b0\ub4e4\uc744 \ubc30\ubd84\ud569\ub2c8\ub2e4. \uc989, \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc758 \uc804\uccb4 \ub9ac\uc2a4\ud06c\ub97c \uade0\ub4f1\ud558\uac8c \ubd84\uc0b0\uc2dc\ud0a4\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4.<\/p>\n<h3>3.1 \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0\uc758 \uc6d0\ub9ac<\/h3>\n<p>\ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \uc804\ub7b5\uc740 \uc790\uc0b0\uc758 \ubcc0\ub3d9\uc131(\uc704\ud5d8)\uc744 \uce21\uc815\ud558\uc5ec \uc774\ub97c \uae30\uc900\uc73c\ub85c \ud22c\uc790\uc758 \ube44\uc911\uc744 \uc870\uc808\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubcc0\ub3d9\uc131\uc774 \ub192\uc740 \uc790\uc0b0\uc5d0\ub294 \uc801\uc740 \ube44\uc911\uc744 \ub450\uace0, \ubcc0\ub3d9\uc131\uc774 \ub0ae\uc740 \uc790\uc0b0\uc5d0 \ub354 \ub9ce\uc740 \ube44\uc911\uc744 \ub450\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n<h3>3.2 \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0\uc758 \uc7a5\uc810<\/h3>\n<ul>\n<li>\ub9ac\uc2a4\ud06c \uad00\ub9ac: \uac01 \uc790\uc0b0\uc758 \ub9ac\uc2a4\ud06c\ub97c \uc218\uc900\uc5d0 \ub9de\ucd94\uc5b4 \ubd84\uc0b0\uc2dc\ud0a4\uae30 \ub54c\ubb38\uc5d0 \uc804\uccb4 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc758 \ub9ac\uc2a4\ud06c\ub97c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc7a5\uae30\uc801 \uc548\uc815\uc131: \uc2dc\uc7a5\uc758 \uadf9\ub2e8\uc801\uc778 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \ube44\uad50\uc801 \uc548\uc815\uc801\uc778 \uc131\uacfc\ub97c \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc790\ub3d9\ud654\ub41c \uc790\uc0b0 \ubc30\ubd84: \uc790\uc0b0\ub4e4\uc758 \ub9ac\uc2a4\ud06c\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ud3c9\uac00\ud558\uace0 \uc870\uc815\ud560 \uc218 \uc788\uc5b4 \uc790\ub3d9\ud654\ub41c \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad00\ub9ac\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>4. \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \uc804\ub7b5 \uad6c\ud604<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud574 \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ucd5c\uc801\ud654\ud558\ub294 \uacfc\uc815\uc740 \uc5ec\ub7ec \ub2e8\uacc4\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ud544\uc694\ud55c \ub370\uc774\ud130 \uc218\uc9d1, \uc804\ucc98\ub9ac, \ubaa8\ub378 \ud559\uc2b5, \ud3c9\uac00 \ubc0f \ucd5c\uc801\ud654 \ub2e8\uacc4\ub97c \ucc28\ub840\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.1 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h3>\n<p>\uba3c\uc800 \uacfc\uac70\uc758 \uc790\uc0b0 \uac00\uaca9, \ubcc0\ub3d9\uc131, \uc0c1\uad00\uad00\uacc4 \ub4f1\uc758 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub294 \uc8fc\uc2dd, \ucc44\uad8c, \uc6d0\uc790\uc7ac \ub4f1 \ub2e4\uc591\ud55c \uc790\uc0b0 \ud074\ub798\uc2a4\ub97c \ud3ec\ud568\ud574\uc57c \ud558\uba70, \uac00\ub2a5\ud55c \ud55c \uae34 \uae30\uac04\uc758 \ub370\uc774\ud130\ub97c \ud655\ubcf4\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uacb0\uce21\uac12 \ucc98\ub9ac, \uc815\uaddc\ud654, \ud45c\uc900\ud654 \ub4f1\uc758 \uc804\ucc98\ub9ac \ub2e8\uacc4\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n<h3>4.2 \ub9ac\uc2a4\ud06c \uacc4\uc0b0<\/h3>\n<p>\ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \uc804\ub7b5\uc758 \ud575\uc2ec\uc740 \uac01 \uc790\uc0b0\uc758 \ub9ac\uc2a4\ud06c\ub97c \uacc4\uc0b0\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc5ed\uc0ac\uc801 \uac00\uaca9 \ub370\uc774\ud130\uc5d0\uc11c \uc5f0\ud3c9\uade0 \uc218\uc775\ub960, \ubcc0\ub3d9\uc131 (\ud45c\uc900\ud3b8\ucc28), \uadf8\ub9ac\uace0 \uc790\uc0b0 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/p>\n<h3>4.3 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \ud559\uc2b5<\/h3>\n<p>\ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 \ub525\ub7ec\ub2dd \uae30\ubc95\uc778 LSTM\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \ubcc0\ub3d9\uc131\uc744 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uac15\ud654\ud559\uc2b5 \uae30\ubc95\uc744 \ud1b5\ud574 \ub9e4\ub9e4 \uc2dc\uc810\uacfc \uc790\uc0b0 \ube44\uc911\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ubc29\ubc95\ub3c4 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.4 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654<\/h3>\n<p>\uc6b0\ub9ac\uac00 \uad6c\ucd95\ud55c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc790\uc0b0\uc758 \ubcc0\ub3d9\uc131\uacfc \uc0c1\uad00\uad00\uacc4\ub97c \ubc14\ud0d5\uc73c\ub85c \ucd5c\uc801\uc758 \uc790\uc0b0 \ube44\uc911\uc744 \uc0b0\ucd9c\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 Markowitz \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uc774\ub860\uc744 \uae30\ubc18\uc73c\ub85c \ud55c MVO (Mean-Variance Optimization) \uae30\ubc95\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.5 \uac70\ub798 \uc2e4\ud589 \ubc0f \ud3c9\uac00<\/h3>\n<p>\ubaa8\ub378\uc774 \uc81c\uc548\ud558\ub294 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ube44\uc911\uc744 \ubc14\ud0d5\uc73c\ub85c \uc2e4\uc81c \uac70\ub798\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uac70\ub798 \ud6c4\uc5d0\ub294 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0, \ub9ac\uc2a4\ud06c\uc640 \uc218\uc775\ub960\uc744 \ubd84\uc11d\ud558\uc5ec \ubaa8\ub378\uc758 \uc720\ud6a8\uc131\uc744 \uac80\ud1a0\ud569\ub2c8\ub2e4. \uc774 \ud3c9\uac00\ub294 \uc9c0\uc18d\uc801\uc73c\ub85c \uc774\ub8e8\uc5b4\uc838\uc57c \ud558\uba70, \ud544\uc694\uc2dc \ubaa8\ub378\uc744 \uc7ac\ud559\uc2b5 \uc2dc\ucf1c\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>5. \uacb0\ub860<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud55c \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \uc804\ub7b5 \uad6c\ud604\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ubbf8\ub798\ub97c \uc5ec\ub294 \uc911\uc694\ud55c \ud0a4\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc758\uc0ac\uacb0\uc815\uc774 \uc5bc\ub9c8\ub098 \uc911\uc694\ud55c\uc9c0 \ub2e4\uc2dc \ud55c\ubc88 \uc0dd\uac01\ud574 \ubcfc \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uacfc\uc815\uc740 \ubcf5\uc7a1\ud558\uc9c0\ub9cc, \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \uc2e4\ud5d8\uc744 \ud1b5\ud574 \ub354\uc6b1 \ud6a8\uc728\uc801\uc774\uace0 \uc548\uc815\uc801\uc778 \uc804\ub7b5\uc744 \ucc3e\ub294 \uac83\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \uc62c\ubc14\ub978 \ubc29\ud5a5\uc73c\ub85c\uc758 \uc811\uadfc\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2>\ucc38\uace0\ubb38\ud5cc<\/h2>\n<ul>\n<li>Jesse Livermore, &#8220;How to Trade in Stocks&#8221;<\/li>\n<li>Ernest Chan, &#8220;Algorithmic Trading: Winning Strategies and Their Rationale&#8221;<\/li>\n<li>Marcos L\u00f3pez de Prado, &#8220;Advances in Financial Machine Learning&#8221;<\/li>\n<\/ul>\n<p>\uc9c0\uc18d\uc801\uc73c\ub85c \ubcc0\ud654\ud558\ub294 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc131\uacf5\uc801\uc778 \ud2b8\ub808\uc774\ub529\uc744 \uc704\ud574\uc11c\ub294 \uc704\uc640 \uac19\uc740 \uc774\ub860\uacfc \uae30\uc220\ub4e4\uc744 \uc798 \uc870\ud569\ud558\uc5ec \uc801\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub3c5\uc790 \uc5ec\ub7ec\ubd84\ub4e4\ub3c4 \uc774 \uac15\uc88c\ub97c \ud1b5\ud574 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud574 \uc131\uacf5\uc801\uc778 \ud2b8\ub808\uc774\ub354\uac00 \ub418\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc790\ub3d9\ud654\ub41c \uac70\ub798 \uc804\ub7b5\uc740 \ub0a0\ub85c \uc99d\uac00\ud558\ub294 \ub370\uc774\ud130\uc640 \uac15\ub825\ud55c \ucef4\ud4e8\ud305 \ud30c\uc6cc \ub355\ubd84\uc5d0 \ube60\ub978 \uc18d\ub3c4\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08 \ubc0f \uace0\uae09 \uac1c\ub150\uc744 \ub2e4\ub8e8\uace0, \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 \uc804\ub7b5\uc774\ub780 \ubb34\uc5c7\uc778\uc9c0, \uadf8\ub9ac\uace0 \uc774 \uc804\ub7b5\uc744 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc73c\ub85c \uc5b4\ub5bb\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc774\ud574 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \uaddc\uce59\uacfc \uc870\uac74\uc73c\ub85c \uc790\ub3d9\uc801\uc73c\ub85c \uac70\ub798\ub97c &hellip; <a href=\"https:\/\/atmokpo.com\/w\/28965\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0&#8221;<\/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-28965","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud328\ub9ac\ud2f0 - \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\/28965\/\" 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