{"id":28787,"date":"2024-10-27T16:15:04","date_gmt":"2024-10-27T16:15:04","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=28787"},"modified":"2024-11-26T06:57:41","modified_gmt":"2024-11-26T06:57:41","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-%ea%b0%95%ea%b1%b4%ed%95%9c-%ec%8b%9c%eb%ae%ac","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/28787\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc704\ud55c \uce98\ub9b0\ub354\uc640 \ud30c\uc774\ud504\ub77c\uc778"},"content":{"rendered":"<p><body><\/p>\n<p>\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uba38\uc2e0\ub7ec\ub2dd(Machine Learning) \ubc0f \ub525\ub7ec\ub2dd(Deep Learning) \uae30\uc220\uc758 \ud65c\uc6a9\uc740 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \ud1b5\ud574 \ud6a8\uc728\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec, \uace0\uae09 \uc8fc\uc81c\uc778 \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc704\ud55c \uce98\ub9b0\ub354\uc640 \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc790\uc138\ud788 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uac1c\ub150<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc8fc\ub85c \ud2b9\uc131(feature)\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \ubaa8\ub378\ub9c1\uc744 \ud1b5\ud574 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ubc18\uba74, \ub525\ub7ec\ub2dd\uc740 \ub2e4\uce35 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub354\uc6b1 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \uc778\uc2dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1.1 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc885\ub958<\/h3>\n<ul>\n<li><strong>\uc9c0\ub3c4 \ud559\uc2b5(Supervised Learning)<\/strong>: \uc785\ub825\uacfc \ucd9c\ub825 \ub370\uc774\ud130\uac00 \uc8fc\uc5b4\uc9c4 \uc0c1\ud0dc\uc5d0\uc11c \ud559\uc2b5\ud558\ub294 \ubc29\ubc95<\/li>\n<li><strong>\ube44\uc9c0\ub3c4 \ud559\uc2b5(Unsupervised Learning)<\/strong>: \uc785\ub825 \ub370\uc774\ud130\ub9cc\uc73c\ub85c \ud328\ud134\uc744 \uc778\uc2dd\ud558\ub294 \ubc29\ubc95<\/li>\n<li><strong>\uac15\ud654 \ud559\uc2b5(Reinforcement Learning)<\/strong>: \ud658\uacbd\uacfc\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ud1b5\ud574 \ud559\uc2b5\ud558\ub294 \ubc29\ubc95<\/li>\n<\/ul>\n<h3>1.2 \ub525\ub7ec\ub2dd\uc758 \uad6c\uc870<\/h3>\n<p>\ub525\ub7ec\ub2dd\uc740 \uc778\uacf5\uc2e0\uacbd\ub9dd(ANN)\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, \uc5ec\ub7ec \uac1c\uc758 \uce35\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uac01 \uce35\uc740 \ube44\uc120\ud615 \ud568\uc218\ub97c \ud1b5\ud574 \uc785\ub825\uac12\uc744 \ubcc0\ud658\ud558\uba70, \uc774 \uacfc\uc815\uc5d0\uc11c \ub370\uc774\ud130\uc758 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/p>\n<h2>2. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ud544\uc694\uc131<\/h2>\n<p>\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub9e4\ub9e4 \uacb0\uc815\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \uac10\uc815\uc801 \uc694\uc18c\ub97c \ubc30\uc81c\ud558\uace0, \ub370\uc774\ud130 \uae30\ubc18\uc73c\ub85c \uacb0\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \ub610\ud55c, \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc2e0\uc18d\ud558\uac8c \ubd84\uc11d\ud558\uc5ec \uc2dc\uc7a5\uc758 \ubbf8\uc138\ud55c \ubcc0\ud654\ub97c \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>3. \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uacfc \uadf8 \uc911\uc694\uc131<\/h2>\n<p>\uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc774\ub780 \uc2e4\uc81c \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uac70\ub798 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ubd88\ud655\uc2e4\uc131\uc744 \ubaa8\ub378\ub9c1\ud558\uace0, \uc774\uc5d0 \ub300\ud55c \ub300\uc751 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \uacfc\uc815\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc758 \uc131\uacfc\ub97c \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130\ub85c \ud3c9\uac00\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h3>3.1 \uc624\ubc84\ud53c\ud305 \ubc29\uc9c0<\/h3>\n<p>\uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc774 \ud6c8\ub828 \ub370\uc774\ud130\uc5d0 \uc9c0\ub098\uce58\uac8c \ub9de\ucdb0\uc9c0\ub294 \uac83\uc744 \uc624\ubc84\ud53c\ud305\uc774\ub77c\uace0 \ud558\uba70, \uc774\ub294 \uc2e4\uc81c \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc608\uce21\ub825\uc744 \ub5a8\uc5b4\ub728\ub9bd\ub2c8\ub2e4. \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc740 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uc608\ubc29\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<h3>3.2 \ub370\uc774\ud130 \ubd84\ud560<\/h3>\n<p>\ubaa8\ub378\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud6c8\ub828 \ub370\uc774\ud130\uc640 \uac80\uc99d \ub370\uc774\ud130, \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc801\uc808\ud788 \ubd84\ud560\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\ud560 \uacfc\uc815\uc740 \uc2dc\ubbac\ub808\uc774\uc158\uc758 \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n<h2>4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \ud30c\uc774\ud504\ub77c\uc778 \uc124\uacc4<\/h2>\n<p>\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ud30c\uc774\ud504\ub77c\uc778\uc740 \ub370\uc774\ud130 \uc218\uc9d1, \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \ubaa8\ub378 \ud559\uc2b5, \ub9e4\ub9e4 \uc2e0\ud638 \uc0dd\uc131, \uc2e4\ud589 \ubc0f \ud3c9\uac00\uc758 \ub2e8\uacc4\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uac01 \ub2e8\uacc4\ub9c8\ub2e4 \uba38\uc2e0\ub7ec\ub2dd \ub610\ub294 \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.1 \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n<p>\uc2dc\uc7a5 \ub370\uc774\ud130(\uac00\uaca9, \uac70\ub798\ub7c9 \ub4f1) \ubc0f \ub274\uc2a4 \ub370\uc774\ud130 \ub4f1\uc744 \uc218\uc9d1\ud558\uc5ec \ubaa8\ub378 \ud559\uc2b5\uc5d0 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub294 API\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ud560 \uc218 \uc788\uc73c\uba70, \uc774 \uacfc\uc815\uc5d0\uc11c \ub370\uc774\ud130\uc758 \uc815\ud655\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ud56d\uc0c1 \uac80\ud1a0\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>4.2 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n<p>\uc218\uc9d1\ub41c \ub370\uc774\ud130\ub294 \uacb0\uce21\uce58 \ucc98\ub9ac, \uc815\uaddc\ud654, \ubd88\ud544\uc694\ud55c \ud2b9\uc131 \uc81c\uac70 \ub4f1\uc744 \ud1b5\ud574 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc801\ud569\ud558\ub3c4\ub85d \uc804\ucc98\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ubaa8\ub378\uc758 \uc131\ub2a5\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/p>\n<h3>4.3 \ubaa8\ub378 \ud559\uc2b5<\/h3>\n<pre><code># \uc608\uc2dc \ucf54\ub4dc: Scikit-learn\uc744 \uc774\uc6a9\ud55c \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8 \ubaa8\ub378 \ud559\uc2b5\nfrom sklearn.ensemble import RandomForestClassifier\nfrom sklearn.model_selection import train_test_split\n\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)\nmodel = RandomForestClassifier()\nmodel.fit(X_train, y_train)<\/code><\/pre>\n<h3>4.4 \ub9e4\ub9e4 \uc2e0\ud638 \uc0dd\uc131<\/h3>\n<p>\ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774\ub294 \uc608\uce21\ub41c \uac00\uaca9 \ubcc0\ud654\uc5d0 \ub530\ub77c \ub9e4\uc218 \ub610\ub294 \ub9e4\ub3c4\uc758 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n<h3>4.5 \uc2e4\ud589 \ubc0f \ud3c9\uac00<\/h3>\n<p>\uc0dd\uc131\ub41c \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uae30\ubc18\uc73c\ub85c \uc2e4\uc81c \uac70\ub798\ub97c \uc2e4\ud589\ud558\uace0, \uadf8 \uc131\uacfc\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\uc11c \uc5bb\uc740 \ud1b5\uacc4\uc801 \uc9c0\ud45c\ub294 \ud5a5\ud6c4 \ubaa8\ub378 \uac1c\uc120\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h2>5. \ud30c\uc774\ud504\ub77c\uc778 \uc790\ub3d9\ud654 \ubc0f \uce98\ub9b0\ub354<\/h2>\n<p>\uc644\uc804\ud55c \uc790\ub3d9\ud654\ub97c \uc704\ud574 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud574\uc57c \ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc8fc\uae30\uc801\uc73c\ub85c \ubaa8\ub378\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\uace0, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub85c \ud559\uc2b5\uc2dc\ud0a4\ub294 \uac83\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \ub610\ud55c, \ud2b9\uc815 \uc774\ubca4\ud2b8(\uc608: \uacbd\uc81c \uc9c0\ud45c \ubc1c\ud45c)\uc5d0 \ub530\ub77c \uac70\ub798 \uc804\ub7b5\uc744 \uc870\uc815\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5.1 \uce98\ub9b0\ub354 \uc124\uacc4<\/h3>\n<p>\uc9c0\uc18d\uc801\uc778 \uc131\uacfc \ud3c9\uac00 \ubc0f \ubaa8\ub378 \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud574 \uce98\ub9b0\ub354\ub97c \uc124\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \uce98\ub9b0\ub354\ub294 \ubd84\uae30\ubcc4, \uc6d4\ubcc4 \ub610\ub294 \ud2b9\uc815 \uc0ac\uac74(\uc608: \uae08\ub9ac \uacb0\uc815)\uc5d0 \ub530\ub77c \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uc870\uc815\ud560 \uc218 \uc788\ub294 \uae30\uc900\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5.2 \uc790\ub3d9\ud654 \ub3c4\uad6c \uc0ac\uc6a9<\/h3>\n<p>\ud30c\uc774\ud504\ub77c\uc778 \uc790\ub3d9\ud654\uc5d0 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub294 \ub3c4\uad6c\ub4e4\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Apache AirFlow, Luigi\uc640 \uac19\uc740 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uad00\ub9ac \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ud750\ub984\uc744 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>6. \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 \ubbf8\ub798\uc758 \uae08\uc735 \uae30\uc220 \ubc1c\uc804\uc5d0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4. \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc704\ud55c \uce98\ub9b0\ub354\uc640 \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95\uc740 \uc774\ub97c \ub354\uc6b1 \ud655\uc2e4\ud558\uac8c \ub4b7\ubc1b\uce68\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\ub97c \ud1b5\ud574 \uc5bb\uc740 \uc9c0\uc2dd\uc774 \uc5ec\ub7ec\ubd84\uc758 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\uc120\uc5d0 \ud070 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uba38\uc2e0\ub7ec\ub2dd(Machine Learning) \ubc0f \ub525\ub7ec\ub2dd(Deep Learning) \uae30\uc220\uc758 \ud65c\uc6a9\uc740 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \ud1b5\ud574 \ud6a8\uc728\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec, \uace0\uae09 \uc8fc\uc81c\uc778 \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc704\ud55c \uce98\ub9b0\ub354\uc640 \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc790\uc138\ud788 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ubcf8 \uac1c\ub150 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/28787\/\" 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, \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc704\ud55c \uce98\ub9b0\ub354\uc640 \ud30c\uc774\ud504\ub77c\uc778&#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-28787","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, \uac15\uac74\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc704\ud55c \uce98\ub9b0\ub354\uc640 \ud30c\uc774\ud504\ub77c\uc778 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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