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1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08<\/h2>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780 \ud2b9\uc815 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc2e4\ud589\ud558\ub294 \uac70\ub798 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \uaddc\uce59\uc744 \ubc14\ud0d5\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc8fc\ub41c \uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ube60\ub978 \uc8fc\ubb38 \uc2e4\ud589: \uc54c\uace0\ub9ac\uc998\uc740 \uc218 \ubc00\ub9ac\ucd08 \uc774\ud558\uc758 \uc2dc\uac04 \uc548\uc5d0 \uac70\ub798\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uac10\uc815 \ubc30\uc81c: \uc54c\uace0\ub9ac\uc998\uc740 \uac1d\uad00\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uacb0\uc815\uc744 \ub0b4\ub9ac\ubbc0\ub85c \uc778\uac04\uc758 \uac10\uc815\uc801 \uc694\uc18c\uac00 \uac1c\uc785\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc815\uad50\ud55c \uc804\ub7b5 \uad6c\ud604: \ubcf5\uc7a1\ud55c \uc218\ud559\uc801 \ubaa8\ub378\uc774\ub098 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \uc815\uad50\ud55c \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2. \uba38\uc2e0\ub7ec\ub2dd \uac1c\uc694<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \uc608\uce21 \ubc0f \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uc740 \ud06c\uac8c \uc138 \uac00\uc9c0 \uc720\ud615\uc73c\ub85c \ubd84\ub958\ub429\ub2c8\ub2e4:<\/p>\n
\n
\uc9c0\ub3c4 \ud559\uc2b5(Supervised Learning):<\/strong> \uc785\ub825 \ub370\uc774\ud130\uc640 \uc774\uc5d0 \ub300\ud55c \uc815\ub2f5(\ucd9c\ub825 \ub370\uc774\ud130)\uc774 \uc8fc\uc5b4\uc838, \uc774 \uad00\uacc4\ub97c \ud559\uc2b5\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc785\ub825\uc5d0 \ub300\ud55c \ucd9c\ub825\uc744 \uc608\uce21\ud569\ub2c8\ub2e4.<\/li>\n
\ube44\uc9c0\ub3c4 \ud559\uc2b5(Unsupervised Learning):<\/strong> \uc815\ub2f5\uc774 \uc5c6\ub294 \uacbd\uc6b0 \ub370\uc774\ud130\uc758 \ud328\ud134\uc774\ub098 \uad6c\uc870\ub97c \ud559\uc2b5\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \ub610\ub294 \ucc28\uc6d0 \ucd95\uc18c\uc640 \uac19\uc740 \uae30\uc220\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n
\uac15\ud654 \ud559\uc2b5(Reinforcement Learning):<\/strong> \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba70 \ubcf4\uc0c1\uc744 \uadf9\ub300\ud654\ud558\ub294 \ud589\ub3d9\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc8fc\ub85c \uac8c\uc784 \ubc0f \ub85c\ubd07 \uc81c\uc5b4\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2.1 \uc9c0\ub3c4 \ud559\uc2b5\uc758 \ud65c\uc6a9<\/h3>\n
\uc9c0\ub3c4 \ud559\uc2b5\uc740 \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21, \uc2e0\uc6a9 \uc2a4\ucf54\uc5b4\ub9c1, \uc2dc\uc7a5 \ub9ac\uc2a4\ud06c \ud3c9\uac00 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc744 \uc704\ud55c \ud68c\uadc0 \ubaa8\ub378(Regression Model)\uc774\ub098 \ubd84\ub958 \ubaa8\ub378(Classification Model)\uc774 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n
2.2 \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc758 \ud65c\uc6a9<\/h3>\n
\ube44\uc9c0\ub3c4 \ud559\uc2b5\uc740 \uc8fc\ub85c \uad70\uc9d1\ud654(Clustering)\uc640 \ucc28\uc6d0 \ucd95\uc18c(Dimensionality Reduction)\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\uace0 \ud328\ud134\uc744 \ucc3e\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uace0\uac1d \uc138\ubd84\ud654\ub098 \uc774\uc0c1 \uac70\ub798 \ud0d0\uc9c0\uc5d0 \uc0ac\uc6a9\ub418\uba70, \uc2dc\uc7a5\uc758 \uc228\uaca8\uc9c4 \uad6c\uc870\ub97c \ubc1c\uacac\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n
3. \ub525\ub7ec\ub2dd \uac1c\uc694<\/h2>\n
\ub525\ub7ec\ub2dd\uc740 \uc778\uacf5\uc2e0\uacbd\ub9dd(Artificial Neural Network)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \ud2b9\ud788 \ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ub192\uc740 \uc815\ud655\ub3c4: \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc640 \ubcf5\uc7a1\ud55c \ubaa8\ub378\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc5b4 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n
\ud2b9\uc9d5 \uc790\ub3d9 \ucd94\ucd9c: \ub370\uc774\ud130\ub97c \uc785\ub825\ud558\uba74 \ubaa8\ub378\uc774 \ub370\uc774\ud130\uc758 \ud2b9\uc9d5\uc744 \uc790\ub3d9\uc73c\ub85c \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
\ub525\ub7ec\ub2dd\uc740 \uc8fc\uc2dd \uc2dc\uc7a5 \uc608\uce21, \uc74c\uc131 \uc778\uc2dd, \uc774\ubbf8\uc9c0 \uc778\uc2dd \ub4f1 \uc5ec\ub7ec \ubd84\uc57c\uc5d0\uc11c \ud070 \uc131\uacfc\ub97c \uac70\ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 CNN(\ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd)<\/h3>\n
CNN\uc740 \uc8fc\ub85c \uc774\ubbf8\uc9c0 \ucc98\ub9ac\uc5d0 \uc0ac\uc6a9\ub418\uc9c0\ub9cc, \uc2dc\uac04\uc5d0 \ub530\ub978 \uac00\uaca9 \ubcc0\ud654\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc5d0\ub3c4 \ud65c\uc6a9\ub429\ub2c8\ub2e4. CNN\uc758 \uad6c\uc870\ub294 \uc774\ubbf8\uc9c0\uc758 \uacf5\uac04\uc801 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\ub294 \ub370 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n
3.2 RNN(\uc21c\ud658 \uc2e0\uacbd\ub9dd)<\/h3>\n
RNN\uc740 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130, \uc989 \uc2dc\uac04\uc758 \ud750\ub984\uc5d0 \ub530\ub77c \ubcc0\ud654\ud558\ub294 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc8fc\uac00 \uc608\uce21\uacfc \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c \uc790\uc8fc \uc0ac\uc6a9\ub418\uba70, \uacfc\uac70\uc758 \uc815\ubcf4\ub97c \ubc18\uc601\ud558\uc5ec \ud604\uc7ac\uc758 \uac12\uc744 \uc608\uce21\ud569\ub2c8\ub2e4.<\/p>\n
4. \uc790\uc0b0 \ud2b9\uc9d5 \uacc4\uc0b0<\/h2>\n
\uc790\uc0b0\uc758 \ud2b9\uc9d5 \uacc4\uc0b0\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \ud328\ud134\uc744 \ubc1c\uacac\ud558\uace0 \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc0b0\uc758 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uac00\uaca9 \ubc0f \uc218\uc775\ub960:<\/strong> \uc8fc\uc2dd, \ucc44\uad8c, \uc0c1\ud488 \ub4f1\uc758 \uac00\uaca9 \ubcc0\ud654\uc640 \uc218\uc775\ub960\uc740 \uac00\uc7a5 \uae30\ubcf8\uc801\uc778 \ud2b9\uc9d5\uc785\ub2c8\ub2e4.<\/li>\n
\uac70\ub798\ub7c9:<\/strong> \uc2dc\uc7a5\uc758 \uc720\ub3d9\uc131\uc744 \ub098\ud0c0\ub0b4\uba70, \ud2b9\uc815 \uc790\uc0b0\uc758 \uac70\ub798\ub7c9\uc774 \ub9ce\uc744\uc218\ub85d \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130\uac00 \ub9ce\uc544\uc9d1\ub2c8\ub2e4.<\/li>\n
\ubcc0\ub3d9\uc131:<\/strong> \uc790\uc0b0 \uac00\uaca9\uc758 \ubcc0\ud654 \uc815\ub3c4\ub97c \ub098\ud0c0\ub0b4\uba70, \ub9ac\uc2a4\ud06c\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4.<\/li>\n
\uc0c1\uad00\uad00\uacc4:<\/strong> \ub2e4\ub978 \uc790\uc0b0\ub4e4\uacfc\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ud1b5\ud574 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ub2e4\uac01\ud654\uc5d0 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4.1 \uc774\ub3d9 \ud3c9\uade0(Moving Average)<\/h3>\n
\uc774\ub3d9 \ud3c9\uade0\uc740 \uc8fc\uac00\uc758 \ubcc0\ub3d9\uc131\uc744 \ubd80\ub4dc\ub7fd\uac8c \ud558\uc5ec \ucd94\uc138\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uac04\ub2e8\ud55c \uc774\ub3d9 \ud3c9\uade0(SMA)\uacfc \uc9c0\uc218 \uc774\ub3d9 \ud3c9\uade0(EMA) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.2 \uc0c1\ub300 \uac15\ub3c4 \uc9c0\uc218(RSI)<\/h3>\n
RSI\ub294 \uc790\uc0b0\uc758 \uacfc\ub9e4\uc218 \ubc0f \uacfc\ub9e4\ub3c4 \uc0c1\ud0dc\ub97c \ub098\ud0c0\ub0b4\uba70, \uac00\uaca9 \ubc18\uc804 \uc2dc\uc810\uc5d0\uc11c \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c 0\uc5d0\uc11c 100 \uc0ac\uc774\uc758 \uac12\uc744 \uac00\uc9c0\uba70, 70 \uc774\uc0c1\uc77c \ub54c \uacfc\ub9e4\uc218, 30 \uc774\ud558\uc77c \ub54c \uacfc\ub9e4\ub3c4\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/p>\n
5. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h2>\n
\ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uc5d0 \ud06c\uac8c \uc88c\uc6b0\ub429\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac\ub294 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
API:<\/strong> \ub2e4\uc591\ud55c \uae08\uc735 \ub370\uc774\ud130 \uc81c\uacf5 \uae30\uc5c5\uc758 API\ub97c \ud65c\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc6f9 \uc2a4\ud06c\ub808\uc774\ud551:<\/strong> \uc6f9 \ud398\uc774\uc9c0\uc5d0\uc11c \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \ucd94\ucd9c\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5.1 \ub370\uc774\ud130 \uc815\uc81c<\/h3>\n
\uc2e4\uc81c \ub370\uc774\ud130\ub294 \uacb0\uce21\uac12\uc774\ub098 \ub178\uc774\uc988\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc744 \uc218 \uc788\uc73c\ubbc0\ub85c, \uc774\ub97c \ucc98\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. \uacb0\uce21\uac12\uc740 \ud3c9\uade0 \ub610\ub294 \uc911\uc704\uc218\ub85c \ub300\uccb4\ud560 \uc218 \uc788\uc73c\uba70, \ub178\uc774\uc988\ub294 \ud544\ud130\ub9c1 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
6. \ubaa8\ub378 \ud6c8\ub828<\/h2>\n
\ub370\uc774\ud130\uac00 \uc900\ube44\ub418\uba74 \ubaa8\ub378 \ud6c8\ub828\uc774 \uc2dc\uc791\ub429\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud559\uc2b5\ud558\uba70, \uacfc\uac70\uc758 \ud328\ud134\uc744 \ubc14\ud0d5\uc73c\ub85c \ubbf8\ub798\ub97c \uc608\uce21\ud558\uac8c \ub429\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ud6c8\ub828 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc9c4\ud589\ub429\ub2c8\ub2e4:<\/p>\n
\n
\ub370\uc774\ud130\uc14b\uc744 \ud6c8\ub828\uc6a9, \ud14c\uc2a4\ud2b8\uc6a9, \uac80\uc99d\uc6a9\uc73c\ub85c \ubd84\ud560\ud569\ub2c8\ub2e4.<\/li>\n
\ubaa8\ub378\uc744 \ucd08\uae30\ud654\ud558\uace0 \ud6c8\ub828\uc744 \uc2dc\uc791\ud569\ub2c8\ub2e4.<\/li>\n
\ud6c8\ub828 \ud6c4, \uac80\uc99d\uc6a9 \ub370\uc774\ud130\uc14b\uc73c\ub85c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n
\ubaa8\ub378\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud558\uc5ec \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n
6.1 \ubaa8\ub378 \ud3c9\uac00<\/h3>\n
\ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \uc608\uce21\uc758 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728 \ub4f1\uc744 \ud1b5\ud574 \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, ROC \uace1\uc120 \ubc0f AUC \uac12 \ub4f1\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uc815\ub7c9\uc801\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
7. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/h2>\n
\ubaa8\ub378 \ud6c8\ub828\uc774 \uc644\ub8cc\ub418\uba74, \uc2e4\uc81c \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130 \uc218\uc9d1, \uc2e0\ud638 \uc0dd\uc131, \uc8fc\ubb38 \uc2e4\ud589 \ubc0f \ub9ac\ud3ec\ud305\uc758 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n
7.1 \uc2e0\ud638 \uc0dd\uc131<\/h3>\n
\uc2e0\ud638 \uc0dd\uc131 \uacfc\uc815\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998\uc774 \ub9e4\uc218 \ub610\ub294 \ub9e4\ub3c4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2e0\ud638\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc774 \uc608\uce21\ud55c \uacb0\uacfc\uc5d0 \uae30\ubc18\ud558\uc5ec \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/p>\n
7.2 \uc8fc\ubb38 \uc2e4\ud589<\/h3>\n
\uc2e0\ud638\uac00 \uc0dd\uc131\ub418\uba74, \uc774\ub97c \ud1b5\ud55c \uac70\ub798\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4. \uac70\ub798\uc18c\uc758 API\ub97c \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\uc73c\ub85c \uc8fc\ubb38\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
8. \ub9ac\uc2a4\ud06c \uad00\ub9ac<\/h2>\n
\ud6a8\uacfc\uc801\uc778 \ub9ac\uc2a4\ud06c \uad00\ub9ac\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc131\uacf5\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uac70\ub798\uc790\ub294 \ud3ec\uc9c0\uc158 \ud06c\uae30, \uc190\uc808\ub9e4 \ubc0f \uc218\uc775 \uc2e4\ud604 \uc804\ub7b5\uc744 \uc124\uc815\ud558\uc5ec \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
8.1 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ub2e4\uac01\ud654<\/h3>\n
\ub2e4\uc591\ud55c \uc790\uc0b0\uc5d0 \ubd84\uc0b0 \ud22c\uc790\ud558\ub294 \uac83\uc740 \ub9ac\uc2a4\ud06c\ub97c \uc904\uc774\ub294 \ud6a8\uacfc\uc801\uc778 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc0c1\uad00 \uad00\uacc4\uac00 \ub0ae\uc740 \uc790\uc0b0\uc744 \uc120\ud0dd\ud558\uc5ec \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n
9. \uacb0\ub860<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529\uc740 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \uc0c8\ub85c\uc6b4 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc790\uc0b0\uc758 \ud2b9\uc9d5\uc744 \uacc4\uc0b0\ud558\uace0 \uc608\uce21\ud558\ub294 \uacfc\uc815\uc740 \ubcf5\uc7a1\ud558\uc9c0\ub9cc, \uc801\uc808\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uba74 \uac15\ub825\ud55c \uc131\uacfc\ub97c \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c \ub2e4\ub8ec \ub0b4\uc6a9\uc744 \ubc14\ud0d5\uc73c\ub85c, \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc778 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud574 \ubcf4\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
\ucc38\uace0 \uc790\ub8cc<\/h2>\n
\ub354 \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ub2e4\uc74c\uc758 \uc790\ub8cc\ub97c \ucc38\uace0\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4:<\/p>\n
\n
Journal of Machine Learning Research<\/a><\/li>\n
Deep Reinforcement Learning for Trading<\/a><\/li>\n
Towards Data Science<\/a><\/li>\n<\/ul>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ud604\ub300 \uae08\uc735\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735 \uc2dc\uc7a5\uc758 \ubcc0\ud654\uac00 \ube68\ub77c\uc9d0\uc5d0 \ub530\ub77c, \uac70\ub798\uc790\ub4e4\uc740 \ub354 \uc774\uc0c1 \uc778\uac04\uc758 \uc9c1\uad00\uc5d0 \uc758\uc874\ud558\uae30\ubcf4\ub2e4\ub294 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \uc774 \uacfc\uc815\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uba70, \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\uc0b0\uc758 \ud2b9\uc9d5\uc744 \uacc4\uc0b0\ud558\uace0 \uc608\uce21\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc608\uce21 \uc790\uc0b0 \ud2b9\uc9d5 \uacc4\uc0b0”<\/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-29207","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, \uc608\uce21 \uc790\uc0b0 \ud2b9\uc9d5 \uacc4\uc0b0 - \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\/29207\/\" \/>\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, \uc608\uce21 \uc790\uc0b0 \ud2b9\uc9d5 \uacc4\uc0b0 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud604\ub300 \uae08\uc735\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735 \uc2dc\uc7a5\uc758 \ubcc0\ud654\uac00 \ube68\ub77c\uc9d0\uc5d0 \ub530\ub77c, \uac70\ub798\uc790\ub4e4\uc740 \ub354 \uc774\uc0c1 \uc778\uac04\uc758 \uc9c1\uad00\uc5d0 \uc758\uc874\ud558\uae30\ubcf4\ub2e4\ub294 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \uc774 \uacfc\uc815\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uba70, \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\uc0b0\uc758 \ud2b9\uc9d5\uc744 \uacc4\uc0b0\ud558\uace0 \uc608\uce21\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc608\uce21 \uc790\uc0b0 \ud2b9\uc9d5 \uacc4\uc0b0"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29207\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:17:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:53:38+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\/29207\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29207\/\"},\"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, \uc608\uce21 \uc790\uc0b0 \ud2b9\uc9d5 \uacc4\uc0b0\",\"datePublished\":\"2024-10-27T16:17:17+00:00\",\"dateModified\":\"2024-11-26T06:53:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29207\/\"},\"wordCount\":45,\"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\/29207\/\",\"url\":\"https:\/\/atmokpo.com\/w\/29207\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc608\uce21 \uc790\uc0b0 \ud2b9\uc9d5 \uacc4\uc0b0 - 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