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\uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\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":29139,"position":3},"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":""\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\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":29369,"url":"https:\/\/atmokpo.com\/w\/29369\/","url_meta":{"origin":29139,"position":4},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud150\uc11c\ubcf4\ub4dc\ub97c \uc0ac\uc6a9\ud574 \uc784\ubca0\ub529 \uc2dc\uac01\ud654","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"2023\ub144 X\uc6d4 X\uc77c | \uc791\uc131\uc790: \uc870\uad11\ud615 \uc11c\ub860 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uadf8 \uc758\ubbf8\uac00 \ub354\uc6b1 \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud558\uba74\uc11c \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc73c\ub85c\ub294 \uc5bb\uae30 \ud798\ub4e0 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uae30\uacc4\ud559\uc2b5 \uae30\ubc18\uc758 \ud2b8\ub808\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc774 \ub300\ub450\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uace0,\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\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":28706,"url":"https:\/\/atmokpo.com\/w\/28706\/","url_meta":{"origin":29139,"position":5},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, NN\uc744 \uc870\uc815\ud558\ud55c \uc124\uacc4 \uc635\uc158 \uad50\ucc28 \uac80\uc99d","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc800\uc790: \uc870\uad11\ud615 \ub0a0\uc9dc: [\ub0a0\uc9dc] \uc18c\uac1c \uc624\ub298\ub0a0 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \ub9ce\uc740 \ud22c\uc790\uc790\ub4e4\uc774 \uba38\uc2e0\ub7ec\ub2dd(ML) \ubc0f \ub525\ub7ec\ub2dd(DL) \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc2dc\uc7a5 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud558\ub294\ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec, \uc778\uacf5\uc2e0\uacbd\ub9dd(NN)\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc870\uc815 \ubc0f \uad50\ucc28 \uac80\uc99d \uae30\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 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<\/p>\n

\n \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548, \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uae09\uc18d\ub3c4\ub85c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \ubd84\uc11d\uc744 \ub118\uc5b4\uc11c \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\uc758 \ud65c\uc6a9 \ubc29\ubc95, \uadf8\ub9ac\uace0 \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.\n<\/p>\n

1. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uac1c\ub150<\/h2>\n

1.1 \uba38\uc2e0\ub7ec\ub2dd \uc815\uc758<\/h3>\n
\n \uba38\uc2e0\ub7ec\ub2dd(Machine Learning)\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uc5ec \uc608\uce21\uc774\ub098 \uacb0\uc815\uc744 \uc790\ub3d9\ud654\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc758 \uc9d1\ud569\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uba85\uc2dc\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc5c6\uc774\ub3c4 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc774\ub098 \uaddc\uce59\uc744 \ubc1c\uacac\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4. \uc8fc\ub85c \ubd84\ub958, \ud68c\uadc0, \uad70\uc9d1\ud654 \ub4f1 \ub2e4\uc591\ud55c \ubb38\uc81c \ud574\uacb0\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.\n<\/p>\n

1.2 \ub525\ub7ec\ub2dd \uc815\uc758<\/h3>\n
\n \ub525\ub7ec\ub2dd(Deep Learning)\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd(Artificial Neural Networks)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\uace0 \ud559\uc2b5\ud569\ub2c8\ub2e4. \ud2b9\ud788 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uacfc \ubcf5\uc7a1\ud55c \ubb38\uc81c\uc5d0 \ub300\ud574 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.\n<\/p>\n

1.3 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ucc28\uc774\uc810<\/h3>\n
\n
\n\ub370\uc774\ud130 \ud06c\uae30:<\/strong> \uba38\uc2e0\ub7ec\ub2dd\uc740 \ubcf4\ud1b5 \uc18c\uaddc\ubaa8 \ub370\uc774\ud130\uc5d0 \uc801\ud569\ud558\uba70, \ub525\ub7ec\ub2dd\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.\n <\/li>\n
\n\ud2b9\uc9d5 \ucd94\ucd9c:<\/strong> \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc218\ub3d9\uc73c\ub85c \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud574\uc57c \ud558\ub294 \ubc18\uba74, \ub525\ub7ec\ub2dd\uc740 \uc790\ub3d9\uc73c\ub85c \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.\n <\/li>\n
\n\ubaa8\ub378 \ubcf5\uc7a1\uc131:<\/strong> \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub354 \ubcf5\uc7a1\ud558\uace0 \ub9ce\uc740 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c0\uba70, \uadf8\uc5d0 \ub530\ub77c \ub354 \ub9ce\uc740 \uacc4\uc0b0 \uc790\uc6d0\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4.\n <\/li>\n<\/ul>\n
2. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\uc758 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd<\/h2>\n
2.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780?<\/h3>\n
\n \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529(Algorithmic Trading)\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \ubbf8\ub9ac \uc815\uc758\ub41c \uc5ec\ub7ec \uc870\uac74\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc2e4\ud589\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \uc778\uac04\uc758 \uac10\uc815\uc774\ub098 \uc2ec\ub9ac\uc801 \uc694\uc18c\ub97c \ubc30\uc81c\ud558\uace0, \uc2dc\uc7a5 \ub370\uc774\ud130 \ubc0f \uc2e0\ud638\uc5d0 \uae30\ubc18\ud558\uc5ec \uc2e0\uc18d\ud558\uac8c \uac70\ub798\ub97c \uc9c4\ud589\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.\n<\/p>\n
2.2 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc5ed\ud560<\/h3>\n
\n \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2dc\uc7a5 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ubbf8\ub798 \uac00\uaca9\uc744 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \uc801\uc6a9 \ubd84\uc57c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:\n<\/p>\n
\n
\n\uc608\uce21 \ubaa8\ub378\ub9c1:<\/strong> \uc8fc\uac00, \ubcc0\ub3d9\uc131, \uc218\uc775\ub960 \ub4f1\uc744 \uc608\uce21\ud558\uae30 \uc704\ud55c \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.\n <\/li>\n
\n\uc2e0\ud638 \uc0dd\uc131:<\/strong> \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.\n <\/li>\n
\n\ub9ac\uc2a4\ud06c \uad00\ub9ac:<\/strong> \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ub9ac\uc2a4\ud06c\ub97c \ud3c9\uac00\ud558\uace0 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.\n <\/li>\n<\/ul>\n
2.3 \ub525\ub7ec\ub2dd\uc758 \uc801\uc6a9<\/h3>\n
\n \ub525\ub7ec\ub2dd\uc740 \ud2b9\ud788 \uace0\ucc28\uc6d0 \ub370\uc774\ud130 \ubc0f \ube44\uc120\ud615 \uad00\uacc4\uac00 \uc874\uc7ac\ud558\ub294 \uae08\uc735 \ubb38\uc81c\uc5d0\uc11c \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4:\n<\/p>\n
\n
\n\uc2dc\uacc4\uc5f4 \uc608\uce21:<\/strong> RNN(\uc21c\ud658 \uc2e0\uacbd\ub9dd)\uc744 \ud65c\uc6a9\ud558\uc5ec \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/li>\n
\n\uac10\uc815 \ubd84\uc11d:<\/strong> \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub370\uc774\ud130\uc640 \ub274\uc2a4 \uae30\uc0ac\ub97c \ubd84\uc11d\ud558\uc5ec \uc2dc\uc7a5\uc758 \uac10\uc815\uc744 \ud30c\uc545\ud558\uace0 \uc774\ub97c \ud1b5\ud574 \ud2b8\ub80c\ub4dc\ub97c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/li>\n
\n\uc790\ub3d9\ud654\ub41c \uc804\ub7b5 \uc0dd\uc131:<\/strong> \uac15\ud654 \ud559\uc2b5(Deep Reinforcement Learning)\uc744 \ud1b5\ud574 \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/li>\n<\/ul>\n
3. \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\uc758 \uac1c\uc694<\/h2>\n
3.1 \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\ub780?<\/h3>\n
\n \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870(Market Microstructure)\ub294 \uac70\ub798\uac00 \uc774\ub8e8\uc5b4\uc9c0\ub294 \ubc29\uc2dd, \uc989 \uc99d\uad8c\uc758 \uac70\ub798 \uba54\ucee4\ub2c8\uc998\uacfc \uc774\ub97c \ud1b5\ud574 \uac00\uaca9\uc774 \uacb0\uc815\ub418\ub294 \uacfc\uc815\uc744 \uc5f0\uad6c\ud558\ub294 \ud559\ubb38\uc785\ub2c8\ub2e4. \uc774\ub294 \uac70\ub798\uc18c\uc758 \uaddc\uce59, \uc8fc\ubb38 \uc720\ud615, \uac70\ub798 \ube44\uc6a9 \ubc0f \uc815\ubcf4\uc758 \ube44\ub300\uce6d\uc131\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.\n<\/p>\n
3.2 \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\uc758 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c<\/h3>\n
\n
\n\uc8fc\ubb38\uc11c(Order Book):<\/strong> \ud604\uc7ac\uc758 \ub9e4\uc218 \ubc0f \ub9e4\ub3c4 \uc8fc\ubb38\uc744 \ud3ec\ud568\ud558\uace0 \uc788\uc73c\uba70, \uc2dc\uc7a5 \uac00\uaca9\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4.\n <\/li>\n
\n\uac70\ub798\ube44\uc6a9(Transaction Cost):<\/strong> \ub9e4\ub9e4\ub97c \uc9c4\ud589\ud560 \ub54c \ubc1c\uc0dd\ud558\ub294 \uc218\uc218\ub8cc \ubc0f \uc2ac\ub9ac\ud53c\uc9c0 \ub4f1\uc744 \ud3ec\ud568\ud558\uc5ec, \ubaa8\ub4e0 \uac70\ub798\uc790\ub294 \uc774 \ube44\uc6a9\uc744 \ucd5c\ub300\ud55c \uc904\uc774\ub824 \ub178\ub825\ud569\ub2c8\ub2e4.\n <\/li>\n
\n\uc815\ubcf4 \ube44\ub300\uce6d\uc131(Information Asymmetry):<\/strong> \uac70\ub798\uc790 \uac04\uc5d0 \uc815\ubcf4\uac00 \ubd88\uade0\ud615\ud558\uac8c \ubd84\ud3ec\ub418\uc5b4 \uc788\uc744 \ub54c \ubc1c\uc0dd\ud558\uba70, \uc774\ub294 \uc2dc\uc7a5\uc758 \ud6a8\uc728\uc131\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.\n <\/li>\n<\/ul>\n
3.3 \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\uc758 \uc911\uc694\uc131<\/h3>\n
\n \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub294 \uac70\ub798 \uc804\ub7b5\uc758 \uc124\uacc4\uc640 \uc2e4\ud589\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5\uc758 \uad6c\uc870\ub97c \ubb34\uc2dc\ud558\uace0 \ub9e4\ub9e4\ud560 \uacbd\uc6b0, \uc608\uc0c1\uce58 \ubabb\ud55c \uc2ac\ub9ac\ud53c\uc9c0\ub098 \uc2dc\uc7a5 \ucda9\uaca9\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<\/p>\n
4. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uad6c\ucd95 \ub2e8\uacc4<\/h2>\n
4.1 \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n
\n \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uccab \ub2e8\uacc4\ub294 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc2dc\uc7a5 \ub370\uc774\ud130\ub294 \uac00\uaca9, \uac70\ub798\ub7c9, \uadf8\ub9ac\uace0 \ub2e4\uc591\ud55c \uc7ac\ubb34 \uc9c0\ud45c\ub97c \ud3ec\ud568\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ub300\uccb4 \ub370\uc774\ud130 \uc18c\uc2a4(\uc608: \uc18c\uc15c \ubbf8\ub514\uc5b4, \ub274\uc2a4 \ub370\uc774\ud130)\ub97c \uc218\uc9d1\ud558\uc5ec \ubcf4\ub2e4 \ud48d\ubd80\ud55c \uc815\ubcf4\ub97c \uac00\uc9c4 \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<\/p>\n
4.2 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n
\n \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub294 \uc885\uc885 \ub178\uc774\uc988\uc640 \uacb0\uce21\uce58\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\ubbc0\ub85c, \uc774\ub97c \uc815\uc81c\ud558\uace0 \uc804\ucc98\ub9ac\ud558\ub294 \uacfc\uc815\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc8fc\uc694 \uc804\ucc98\ub9ac \uae30\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:\n<\/p>\n
\n
\n\uacb0\uce21\uce58 \ucc98\ub9ac:<\/strong> \uacb0\uce21\uce58\ub97c \uc81c\uac70\ud558\uac70\ub098 imputing \uae30\ubc95\uc73c\ub85c \ub300\uccb4\ud569\ub2c8\ub2e4.\n <\/li>\n
\n\uc815\uaddc\ud654:<\/strong> \ub370\uc774\ud130 \uc2a4\ucf00\uc77c\uc744 \uc870\uc815\ud558\uc5ec \ubaa8\ub378 \ud559\uc2b5\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.\n <\/li>\n
\n\ud2b9\uc9d5 \uc120\ud0dd:<\/strong> \uc911\uc694\ud558\uc9c0 \uc54a\uc740 \ud2b9\uc9d5\uc744 \uc81c\uac70\ud558\uc5ec \ubaa8\ub378\uc758 \ubcf5\uc7a1\uc131\uc744 \ub0ae\ucd94\uace0 \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.\n <\/li>\n<\/ul>\n
4.3 \ubaa8\ub378 \uc120\ud0dd \ubc0f \ud559\uc2b5<\/h3>\n
\n \uba38\uc2e0\ub7ec\ub2dd \ud639\uc740 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uace0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud558\uc5ec \ud559\uc2b5\ud558\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \ubaa8\ub378 \uc911\uc5d0\uc11c \uc131\ub2a5\uc774 \uac00\uc7a5 \ub6f0\uc5b4\ub09c \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.\n<\/p>\n
4.4 \ubaa8\ub378 \ud3c9\uac00<\/h3>\n
\n \ud559\uc2b5\ud55c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud574\uc57c \ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uad50\ucc28 \uac80\uc99d(cross-validation) \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc77c\ubc18\ud654 \uc131\ub2a5\uc744 \ud655\uc778\ud569\ub2c8\ub2e4.\n<\/p>\n
4.5 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uad6c\ud604<\/h3>\n
\n \ucd5c\uc885\uc801\uc73c\ub85c \uc120\ud0dd\ub41c \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc740 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2e0\ud638\ub97c \uc0dd\uc131\ud558\uace0 \uac70\ub798\ub97c \uc2e4\ud589\ud558\uac8c \ub429\ub2c8\ub2e4.\n<\/p>\n
5. \uacb0\ub860<\/h2>\n
\n \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ucd95\ud558\uace0 \uc6b4\uc601\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\uc5d0 \ub300\ud55c \uae4a\uc740 \uc774\ud574\uc640 \ub370\uc774\ud130 \ubd84\uc11d, \ubaa8\ub378\ub9c1, \uadf8\ub9ac\uace0 \uc804\ub7b5 \uc124\uacc4 \ub2a5\ub825\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud558\ub294 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc774 \ud544\uc694\ud560 \uac83\uc785\ub2c8\ub2e4.\n<\/p>\n
6. \ucc38\uace0 \ubb38\ud5cc<\/h3>\n
\n
Algorithmic Trading: Winning Strategies and Their Rationale – Ernie Chan<\/li>\n
Deep Learning for Finance – Jannes Klaas<\/li>\n
Market Microstructure Theory – Maureen O’Hara<\/li>\n<\/ul>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548, \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uae09\uc18d\ub3c4\ub85c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \ubd84\uc11d\uc744 \ub118\uc5b4\uc11c \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\uc758 \ud65c\uc6a9 \ubc29\ubc95, \uadf8\ub9ac\uace0 \uc2dc\uc7a5 \ubbf8\uc2dc \uad6c\uc870\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc758 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