{"id":28967,"date":"2024-10-27T16:16:06","date_gmt":"2024-10-27T16:16:06","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=28967"},"modified":"2024-11-26T06:55:43","modified_gmt":"2024-11-26T06:55:43","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%a9%ed%84%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/28967\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790"},"content":{"rendered":"<div class=\"post\">\n<p>\uc8fc\uc2dd \uc2dc\uc7a5\uc740 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc640 \uc218\ub9ce\uc740 \ubcc0\uc218\ub4e4\uc774 \uc5bd\ud600 \uc788\ub294 \ub3d9\uc801 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud658\uacbd\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0 \ub9ac\uc2a4\ud06c\ub97c \uad00\ub9ac\ud558\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc6d0\ub9ac, \ub2e4\uc591\ud55c \uae30\ubc95, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\uc5d0 \ub300\ud55c \uc5f0\uad6c\uc640 \uc801\uc6a9\ubc95\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08 \uc774\ud574<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud559\uc2b5\ud558\uc5ec \uc608\uce21 \ubaa8\ud615\uc744 \uc0dd\uc131\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc8fc\uc694 \uc54c\uace0\ub9ac\uc998\uc5d0\ub294 \ud68c\uadc0 \ubd84\uc11d, \uacb0\uc815 \ud2b8\ub9ac, SVM, K-\ucd5c\uadfc\uc811 \uc774\uc6c3(KNN), \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, \uc2e0\uacbd\ub9dd \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \uc885\ub958\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uace0\uae09 \ud559\uc2b5 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \ud2b9\ud788 \uc774\ubbf8\uc9c0\uc640 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\uba70, \ucd5c\uadfc\uc5d0\ub294 \uc8fc\uc2dd \uc2dc\uc7a5 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\ub3c4 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h2>\n<p>\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc131\uacf5\uc740 \ub370\uc774\ud130\uc758 \ud488\uc9c8 \ubc0f \uc591\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4. \ub2e4\uc74c \ub2e8\uacc4\ub4e4\uc740 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \uc804\ucc98\ub9ac \uacfc\uc815\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\ub370\uc774\ud130 \uc218\uc9d1:<\/strong> \uc8fc\uc2dd \uc2dc\uc7a5 \ub370\uc774\ud130\ub294 Yahoo Finance, Alpha Vantage, Quandl \ub4f1 \ub2e4\uc591\ud55c API\ub97c \ud1b5\ud574 \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc778 \uac00\uaca9 \ub370\uc774\ud130 \uc678\uc5d0\ub3c4, \uac70\ub798\ub7c9, \uc7ac\ubb34\uc81c\ud45c, \ub274\uc2a4 \ub370\uc774\ud130 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ub370\uc774\ud130 \uc804\ucc98\ub9ac:<\/strong> \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub294 \uacb0\uce21\uce58 \ucc98\ub9ac, \uc774\uc0c1\uce58 \uc81c\uac70, \uc815\uaddc\ud654 \ub4f1\uc758 \uacfc\uc815\uc744 \ud1b5\ud574 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc801\ud569\ud55c \ud615\uc2dd\uc73c\ub85c \ubcc0\ud658\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud2b9\uc9d5 \uc120\ud0dd \ubc0f \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1:<\/strong> \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ub192\uc774\uae30 \uc704\ud574 \uc911\uc694\ud55c \ud2b9\uc9d5(Feature)\uc744 \uc120\ud0dd\ud558\uac70\ub098 \uc0c8\ub86d\uac8c \uc0dd\uc131\ud574\uc57c \ud569\ub2c8\ub2e4. \uae30\uc220\uc801 \uc9c0\ud45c(\uc608: \uc774\ub3d9 \ud3c9\uade0, RSI), \ud380\ub354\uba58\ud138 \uc9c0\ud45c(\uc608: PER, PBR) \ub4f1\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>3. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uad6c\ucd95<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \uad6c\ucd95 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<h3>3.1. \ubaa8\ub378 \uc120\ud0dd<\/h3>\n<p>\ubaa9\ud45c\uc5d0 \ub9de\ub294 \ubaa8\ub378\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uac00 \uc0c1\uc2b9 \uc5ec\ubd80\ub97c \uc608\uce21\ud558\uace0\uc790 \ud55c\ub2e4\uba74 \ubd84\ub958 \ubaa8\ub378\uc744, \ud5a5\ud6c4 \uac00\uaca9\uc744 \uc608\uce21\ud558\uace0\uc790 \ud55c\ub2e4\uba74 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.2. \ubaa8\ub378 \ud559\uc2b5<\/h3>\n<p>\uc218\uc9d1\ud55c \ub370\uc774\ud130\uc640 \uc120\ud0dd\ud55c \ud2b9\uc9d5\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4. \ud559\uc2b5 \ub370\uc774\ud130\uc640 \uac80\uc99d \ub370\uc774\ud130\ub97c \ubd84\ub9ac\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\uba70, \uad50\ucc28 \uac80\uc99d\uc744 \ud1b5\ud574 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \uc131\ub2a5\uc744 \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.3. \ubc31\ud14c\uc2a4\ud305<\/h3>\n<p>\uad6c\ucd95\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uacfc\uac70 \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ud558\uc5ec \uc131\uacfc\ub97c \ud3c9\uac00\ud558\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc774 \ub54c, \uacfc\uc801\ud569(overfitting) \ubb38\uc81c\uc5d0 \uc8fc\uc758\ud574\uc57c \ud558\uba70, \ub2e4\uc591\ud55c \uc2dc\uc7a5 \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\uacfc\ub97c \ubd84\uc11d\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>4. \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uace0\uae09 \ubaa8\ub378<\/h2>\n<p>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub354\uc6b1 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc744 \uc704\ud574 RNN, LSTM, CNN \ub4f1\uc758 \ub124\ud2b8\uc6cc\ud06c \uad6c\uc870\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.1. \uc21c\ud658 \uc2e0\uacbd\ub9dd (RNN)<\/h3>\n<p>\uc8fc\uc2dd \ub370\uc774\ud130\ub294 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 \ud2b9\uc131\uc744 \uac00\uc9c0\ubbc0\ub85c RNN\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. RNN\uc740 \uc2dc\uac04\uc5d0 \ub530\ub978 \uc5f0\uc18d\uc801\uc778 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \uac15\uc810\uc744 \uac00\uc9d1\ub2c8\ub2e4.<\/p>\n<h3>4.2. \uc7a5\ub2e8\uae30 \uba54\ubaa8\ub9ac \ub124\ud2b8\uc6cc\ud06c (LSTM)<\/h3>\n<p>LSTM\uc740 RNN\uc758 \ub2e8\uc810\uc744 \ubcf4\uc644\ud558\uae30 \uc704\ud574 \uac1c\ubc1c\ub41c \uad6c\uc870\ub85c, \uc7a5\uae30 \uc758\uc874\uc131\uc744 \uc800\uc7a5\ud560 \uc218 \uc788\uc5b4 \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<h3>4.3. \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd (CNN)<\/h3>\n<p>CNN\uc740 \uc8fc\ub85c \uc774\ubbf8\uc9c0 \ucc98\ub9ac\uc5d0 \uc0ac\uc6a9\ub418\uc9c0\ub9cc, \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc5d0\ub3c4 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. CNN\uc740 \ub370\uc774\ud130\uc758 \uc9c0\uc5ed\uc801\uc778 \ud328\ud134\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc7a1\uc544\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>5. \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790 \uc804\ub7b5<\/h2>\n<p>\ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\ub294 \ud2b9\uc815\ud55c \ub9ac\uc2a4\ud06c \uc694\uc778\uc5d0 \uae30\ubc18\ud558\uc5ec \ud22c\uc790 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 Fama-French 3\uc694\uc778 \ubaa8\ub378\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc774\ub860\uc5d0 \uae30\ubc18\ud569\ub2c8\ub2e4.<\/p>\n<h3>5.1. \ub9ac\uc2a4\ud06c \uc694\uc778 \ubd84\uc11d<\/h3>\n<p>\uc2dc\uc7a5\uc5d0\uc11c\uc758 \ub2e4\uc591\ud55c \ub9ac\uc2a4\ud06c \uc694\uc778\uc744 \ubd84\uc11d\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9bd\ub2c8\ub2e4. \uc8fc\uc694 \ub9ac\uc2a4\ud06c \uc694\uc778\uc73c\ub85c\ub294 \uc2dc\uc7a5 \ub9ac\uc2a4\ud06c, \ud380\ub354\uba58\ud138 \ub9ac\uc2a4\ud06c, \uc720\ub3d9\uc131 \ub9ac\uc2a4\ud06c \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5.2. \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654<\/h3>\n<p>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud558\uba74\uc11c \uc218\uc775\uc744 \uadf9\ub300\ud654\ud558\ub294 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4. \uc774\ub294 Markowitz\uc758 \ud3c9\uade0-\ubd84\uc0b0 \ucd5c\uc801\ud654 \ubaa8\ub378\uc774\ub098 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654 \uae30\ubc95\ub4e4\uc744 \ud1b5\ud574 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>6. \uc2e4\uc804 \uc801\uc6a9 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/h2>\n<p>\uad6c\ucd95\ud55c \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc740 \uc2e4\uc81c \uc2dc\uc7a5\uc5d0\uc11c \uc2e4\ud589\ub418\uc5b4\uc57c \ud558\uba70, \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc131\uacfc \ud3c9\uac00\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc2dc\uc7a5 \uc0c1\ud669\uc758 \ubcc0\ud654\uc5d0 \uc801\uadf9\uc801\uc73c\ub85c \ub300\uc751\ud558\uc5ec \uc54c\uace0\ub9ac\uc998\uc744 \uc218\uc815\ud558\uace0 \uac1c\uc120\ud558\ub294 \uacfc\uc815\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h3>6.1. \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud53c\ub4dc<\/h3>\n<p>\uc54c\uace0\ub9ac\uc998\uc774 \uc791\ub3d9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud53c\ub4dc\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc2dc\uc7a5\uc758 \ubcc0\ud654\ub97c \uc989\uac01 \ubc18\uc601\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>6.2. \uc131\uacfc \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ud53c\ub4dc\ubc31<\/h3>\n<p>\ucf54\ub4dc \uc218\uc815\uacfc \uc7ac\ud559\uc2b5\uc774 \ud544\uc694\ud560 \uc218 \uc788\uc73c\uba70, \uc2e4\uc2dc\uac04\uc73c\ub85c \uc131\uacfc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc608\uae30\uce58 \uc54a\uc740 \uc0c1\ud669\uc5d0 \ub300\ucc98\ud558\uae30 \uc704\ud55c \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \uad6c\ucd95\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>7. \uacb0\ub860<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc758\uc0ac\uacb0\uc815\uc744 \ud1b5\ud574 \ud6a8\uc728\uc801\uc778 \ud22c\uc790 \uc804\ub7b5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\uc640 \uacb0\ud569\ud558\uc5ec \ub9ac\uc2a4\ud06c\ub97c \uad00\ub9ac\ud558\uba74\uc11c \uc218\uc775\uc744 \uadf9\ub300\ud654\ud558\ub294 \ubc29\ubc95\uc744 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ubaa8\ub4e0 \ud22c\uc790\uc5d0\ub294 \ub9ac\uc2a4\ud06c\uac00 \ub530\ub974\ubbc0\ub85c, \ucca0\uc800\ud55c \ub9ac\uc11c\uce58\uc640 \uc801\uc808\ud55c \ub9ac\uc2a4\ud06c \uad00\ub9ac\uac00 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub7f0 \uc9c0\uc18d\uc801\uc778 \ub178\ub825\uacfc \ud559\uc2b5\uc744 \ud1b5\ud574 \uad81\uadf9\uc801\uc73c\ub85c \uc131\uacf5\uc801\uc778 \ud2b8\ub808\uc774\ub354\uac00 \ub420 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ucc38\uace0 \uc790\ub8cc<\/h2>\n<ul>\n<li>Fama, E. F., &amp; French, K. R. (1993). Common risk factors in the returns on stocks and bonds.<\/li>\n<li>Harley, K. (2018). Deep Learning for Finance: A Python-Based Guide.<\/li>\n<li>Jiang, Z., et al. (2017). A deep learning framework for financial time series using stacked autoencoders and LSTM.<\/li>\n<\/ul>\n<p>\uc704\uc758 \ub0b4\uc6a9\uc744 \ud1b5\ud574 \uba38\uc2e0\ub7ec\ub2dd, \ub525\ub7ec\ub2dd \ubc0f \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\uc5d0 \ub300\ud55c \uc804\ubc18\uc801\uc778 \uc774\ud574\ub97c \ub3d5\uace0\uc790 \ud588\uc2b5\ub2c8\ub2e4. \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc758 \uc131\uacf5\uc801\uc778 \ud22c\uc790 \uc5ec\uc815\uc744 \uae30\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\uc8fc\uc2dd \uc2dc\uc7a5\uc740 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc640 \uc218\ub9ce\uc740 \ubcc0\uc218\ub4e4\uc774 \uc5bd\ud600 \uc788\ub294 \ub3d9\uc801 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud658\uacbd\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0 \ub9ac\uc2a4\ud06c\ub97c \uad00\ub9ac\ud558\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc6d0\ub9ac, \ub2e4\uc591\ud55c \uae30\ubc95, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\uc5d0 \ub300\ud55c \uc5f0\uad6c\uc640 \uc801\uc6a9\ubc95\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08 \uc774\ud574 \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, &hellip; <a href=\"https:\/\/atmokpo.com\/w\/28967\/\" 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 \ud329\ud130 \ud22c\uc790&#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-28967","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 \ud329\ud130 \ud22c\uc790 - \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\/28967\/\" \/>\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, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc8fc\uc2dd \uc2dc\uc7a5\uc740 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc640 \uc218\ub9ce\uc740 \ubcc0\uc218\ub4e4\uc774 \uc5bd\ud600 \uc788\ub294 \ub3d9\uc801 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud658\uacbd\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0 \ub9ac\uc2a4\ud06c\ub97c \uad00\ub9ac\ud558\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc6d0\ub9ac, \ub2e4\uc591\ud55c \uae30\ubc95, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\uc5d0 \ub300\ud55c \uc5f0\uad6c\uc640 \uc801\uc6a9\ubc95\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08 \uc774\ud574 \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, &hellip; \ub354 \ubcf4\uae30 &quot;\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/28967\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:16:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:55:43+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\/28967\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28967\/\"},\"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, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\",\"datePublished\":\"2024-10-27T16:16:06+00:00\",\"dateModified\":\"2024-11-26T06:55:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28967\/\"},\"wordCount\":72,\"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\/28967\/\",\"url\":\"https:\/\/atmokpo.com\/w\/28967\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-10-27T16:16:06+00:00\",\"dateModified\":\"2024-11-26T06:55:43+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28967\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/28967\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/28967\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/28967\/","og_locale":"ko_KR","og_type":"article","og_title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\uc8fc\uc2dd \uc2dc\uc7a5\uc740 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc640 \uc218\ub9ce\uc740 \ubcc0\uc218\ub4e4\uc774 \uc5bd\ud600 \uc788\ub294 \ub3d9\uc801 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud658\uacbd\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0 \ub9ac\uc2a4\ud06c\ub97c \uad00\ub9ac\ud558\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc6d0\ub9ac, \ub2e4\uc591\ud55c \uae30\ubc95, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\uc5d0 \ub300\ud55c \uc5f0\uad6c\uc640 \uc801\uc6a9\ubc95\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08 \uc774\ud574 \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, &hellip; \ub354 \ubcf4\uae30 \"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790\"","og_url":"https:\/\/atmokpo.com\/w\/28967\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-10-27T16:16:06+00:00","article_modified_time":"2024-11-26T06:55:43+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/28967\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/28967\/"},"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, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790","datePublished":"2024-10-27T16:16:06+00:00","dateModified":"2024-11-26T06:55:43+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/28967\/"},"wordCount":72,"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\/28967\/","url":"https:\/\/atmokpo.com\/w\/28967\/","name":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-10-27T16:16:06+00:00","dateModified":"2024-11-26T06:55:43+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/28967\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/28967\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/28967\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub9ac\uc2a4\ud06c \ud329\ud130 \ud22c\uc790"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":29041,"url":"https:\/\/atmokpo.com\/w\/29041\/","url_meta":{"origin":28967,"position":0},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubcc0\ub3d9\uc131 \uc9c0\ud45c","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\ud604\ub300 \uae08\uc735\uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529(Algorithmic Trading)\uc740 \ud22c\uc790\uc790\ub4e4\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac70\ub798 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd(Machine Learning) \ubc0f \ub525\ub7ec\ub2dd(Deep Learning) \uae30\uc220\uc774 \uc811\ubaa9\ub418\uba74\uc11c \ud2b8\ub808\uc774\ub529\uc758 \ud6a8\uc728\uc131\uc774 \ub354\uc6b1 \ub192\uc544\uc84c\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uae30\ubc95\uacfc \ubcc0\ub3d9\uc131 \uc9c0\ud45c\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uae4a\uc740 \ub0b4\uc6a9\uc744 \ub2e4\ub8e8\uc5b4\ubcf4\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\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":28880,"url":"https:\/\/atmokpo.com\/w\/28880\/","url_meta":{"origin":28967,"position":1},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub2e4\ubcc0\ub7c9 \uc2dc\uacc4\uc5f4 \ubaa8\ub378","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: [\ub0a0\uc9dc] 1. \uc11c\ub860 \ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc758 \ubcc0\ud654\uac00 \ube60\ub974\uac8c \uc9c4\ud589\ub418\uba74\uc11c, \uc804\ud1b5\uc801\uc778 \ud22c\uc790 \ubc29\uc2dd\uc740 \ud55c\uacc4\uc5d0 \ubd80\ub52a\ud788\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \ub300\ub450\ub418\uc5c8\uace0, \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\ub4e4\uc774 \uadf8 \uc911\uc2ec\uc5d0 \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ub2e4\ubcc0\ub7c9 \uc2dc\uacc4\uc5f4 \ubaa8\ub378\uc740 \uc5ec\ub7ec \ubcc0\uc218 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ubd84\uc11d\ud558\uc5ec, \ubbf8\ub798\uc758 \uac00\uaca9 \ubcc0\ub3d9\uc744 \uc608\uce21\ud558\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29291,"url":"https:\/\/atmokpo.com\/w\/29291\/","url_meta":{"origin":28967,"position":2},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc804\uc774\ud559\uc2b5  \uc801\uc740 \ub370\uc774\ud130\ub85c \ub354 \ube60\ub978 \ud6c8\ub828","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"2023\ub144, \ucd5c\ucca8\ub2e8 \uae30\uc220\uc744 \ud1b5\ud574 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc810\uc810 \ub354 \ub9ce\uc740 \uac70\ub798\uc790\ub4e4\uc774 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uae30\uc874\uc758 \uaddc\uce59 \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc5d0 \ube44\ud574 \ub354 \ub192\uc740 \uc131\ub2a5\uacfc \uc720\uc5f0\uc131\uc744 \uc790\ub791\ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5, \uadf8\ub9ac\uace0 \uc804\uc774 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc801\uc740 \ub370\uc774\ud130\ub85c\ub3c4 \ud6a8\uacfc\uc801\uc778 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29171,"url":"https:\/\/atmokpo.com\/w\/29171\/","url_meta":{"origin":28967,"position":3},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc54c\uace0\ub9ac\ub4ec \uac1c\ucc99\uc790\ub294 \uc778\uac04\ubcf4\ub2e4 \uc6b0\uc704\uc5d0 \uc788\ub2e4","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c 1. \uc11c\ub860 \ucd5c\uadfc \uae08\uc735 \uc2dc\uc7a5\uc758 \uc9c0\uc18d\uc801\uc778 \ubcc0\ub3d9\uc131\uacfc \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574, \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ube60\ub974\uace0 \uc815\ud655\ud558\uac8c \ubd84\uc11d\ud558\uc5ec \ucd5c\uc801\uc758 \ub9e4\ub9e4 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uac1c\ub150\uacfc \uc6d0\ub9ac,\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29313,"url":"https:\/\/atmokpo.com\/w\/29313\/","url_meta":{"origin":28967,"position":4},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc815\ud655\ud55c \ucd94\ub860  \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144\uac04 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc810\uc810 \ub354 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc608\uce21 \ubaa8\ub378\ub9c1\uc5d0 \uc788\uc5b4 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ubc1c\uc804 \uacfc\uc815\uacfc \ucd5c\ub300 \uc0ac\ud6c4 \ud655\ub960 \ucd94\uc815\uc744 \ud1b5\ud55c \uc815\ud655\ud55c \ucd94\ub860 \ubc29\ubc95\uc5d0 \ub300\ud574\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29173,"url":"https:\/\/atmokpo.com\/w\/29173\/","url_meta":{"origin":28967,"position":5},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc54c\uace0\ub9ac\ub4ec \ud2b8\ub808\uc774\ub529\uc758 \uc9c4\ud654","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\ucd5c\uadfc \uba87 \ub144\uac04 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc0c8\ub85c\uc6b4 \ud45c\uc900\uc73c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc774 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \uc5b4\ub5bb\uac8c \ub3c4\uc785\ub418\uc5c8\ub294\uc9c0, \uadf8\ub9ac\uace0 \uc774 \uae30\uc220\ub4e4\uc774 \uc5b4\ub5bb\uac8c \ubc1c\uc804\ud574\uc654\ub294\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc774 \uae00\uc5d0\uc11c\ub294 \uc8fc\uc2dd, \uc678\ud658, \uc554\ud638\ud654\ud3d0 \ub4f1 \ub2e4\uc591\ud55c \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc751\uc6a9 \uc0ac\ub840\ub3c4 \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc0ac\uc804 \uc815\uc758\ub41c \uaddc\uce59\uc744 \uae30\ubc18\uc73c\ub85c \uc790\uc0b0\uc744\u2026","rel":"","context":"&quot;\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529&quot;\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%ec%9e%90%eb%8f%99-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/28967","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=28967"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/28967\/revisions"}],"predecessor-version":[{"id":28968,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/28967\/revisions\/28968"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=28967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=28967"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=28967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}