{"id":30913,"date":"2024-10-28T06:04:31","date_gmt":"2024-10-28T06:04:31","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=30913"},"modified":"2024-11-26T06:47:01","modified_gmt":"2024-11-26T06:47:01","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%9e%90%eb%8f%99%eb%a7%a4%eb%a7%a4-%ea%b0%9c%eb%b0%9c-%ed%82%a4%ec%9b%80%ec%a6%9d%ea%b6%8c-api-%ea%b3%84%ec%a2%8c-%ea%b0%9c%ec%84%a4-%eb%b0%8f-%eb%aa%a8%eb%93%88","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/30913\/","title":{"rendered":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58"},"content":{"rendered":"

\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 \uc788\ub294 \uae08\uc735 \uae30\uc220 \ubd84\uc57c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ub9ce\uc740 \ud2b8\ub808\uc774\ub354\ub4e4\uc774 \uac70\ub798\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 \uc54c\uace0\ub9ac\uc998 \uae30\ubc18\uc758 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c\uc5d0 \ud544\uc694\ud55c \ud0a4\uc6c0\uc99d\uad8c API \uc0ac\uc6a9\ubc95\ubd80\ud130 \uacc4\uc88c \uac1c\uc124, \ubaa8\ub4c8 \uc124\uce58\uae4c\uc9c0 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \ud0a4\uc6c0\uc99d\uad8c \uacc4\uc88c \uac1c\uc124\ud558\uae30<\/h2>\n

\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc6b0\uc120 \uc99d\uad8c \uacc4\uc88c\ub97c \uac1c\uc124\ud574\uc57c \ud569\ub2c8\ub2e4. \ud0a4\uc6c0\uc99d\uad8c\uc758 \uacc4\uc88c\ub97c \uac1c\uc124\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

1.1. \ud0a4\uc6c0\uc99d\uad8c \ud648\ud398\uc774\uc9c0 \ubc29\ubb38<\/h3>\n

\ud0a4\uc6c0\uc99d\uad8c\uc758 \uacf5\uc2dd \ud648\ud398\uc774\uc9c0(https:\/\/www.kiwoom.com<\/a>)\uc5d0 \uc811\uc18d\ud558\uc5ec ‘\uacc4\uc88c \uac1c\uc124’ \uba54\ub274\ub97c \ud074\ub9ad\ud569\ub2c8\ub2e4.<\/p>\n

1.2. \uc628\ub77c\uc778 \uacc4\uc88c \uac1c\uc124<\/h3>\n

\uc628\ub77c\uc778\uc73c\ub85c \uacc4\uc88c\ub97c \uac1c\uc124\ud558\uae30 \uc704\ud574\uc11c\ub294 \ubcf8\uc778 \uc778\uc99d\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uacf5\uc778\uc778\uc99d\uc11c\ub97c \uc900\ube44\ud558\uace0, \uc2e0\ubd84\uc99d(\uc8fc\ubbfc\ub4f1\ub85d\uc99d, \uc6b4\uc804\uba74\ud5c8\uc99d)\uc744 \uc900\ube44\ud569\ub2c8\ub2e4.<\/p>\n

1.3. \uc815\ubcf4 \uc785\ub825 \ubc0f \uc11c\ub958 \uc81c\ucd9c<\/h3>\n

\ud544\uc694\ud55c \uac1c\uc778 \uc815\ubcf4\ub97c \uc785\ub825\ud558\uace0, \uc99d\uad8c \uacc4\uc88c\uc758 \uc885\ub958\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4. \uc774\ud6c4 \uc2e0\ubd84\uc99d\uc744 \uc778\uc99d\ud558\uace0, \uc81c\ucd9c \uc11c\ub958\ub97c \uc804\uc1a1\ud569\ub2c8\ub2e4.<\/p>\n

1.4. \uacc4\uc88c \uac1c\uc124 \uc644\ub8cc<\/h3>\n

\ubaa8\ub4e0 \uc808\ucc28\uac00 \uc644\ub8cc\ub418\uba74, \uc57d 1~2\uc77c \uc774\ub0b4\uc5d0 \uacc4\uc88c\uac00 \uac1c\uc124\ub429\ub2c8\ub2e4. \uacc4\uc88c\uac00 \uac1c\uc124\ub418\uace0 \ub098\uba74, \uc790\ub3d9\ub9e4\ub9e4 \ud504\ub85c\uadf8\ub7a8\uc744 \uc704\ud574 API\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc790\uaca9\uc744 \uc5bb\uac8c \ub429\ub2c8\ub2e4.<\/p>\n

2. \ud0a4\uc6c0\uc99d\uad8c OPEN API \uc124\uce58\ud558\uae30<\/h2>\n

\ud0a4\uc6c0\uc99d\uad8c\uc758 API\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud2b9\uc815 \ud504\ub85c\uadf8\ub7a8\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \ud504\ub85c\uadf8\ub7a8\uc740 \ud0a4\uc6c0\uc758 \ud648\ud398\uc774\uc9c0\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2.1. OPEN API \ub2e4\uc6b4\ub85c\ub4dc<\/h3>\n

\ud0a4\uc6c0\uc99d\uad8c OPEN API\ub294 ‘\ub2e4\uc6b4\ub85c\ub4dc’ \uba54\ub274\uc5d0\uc11c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. SDK\uc640 \uad00\ub828\ub41c \uc5ec\ub7ec \ud30c\uc77c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/p>\n

2.2. \uc0ac\uc6a9\uc790 \ub9e4\ub274\uc5bc \ud655\uc778<\/h3>\n

\ud0a4\uc6c0\uc99d\uad8c\uc740 OPEN API\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud55c \uc0ac\uc6a9\uc790 \ub9e4\ub274\uc5bc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub9e4\ub274\uc5bc\uc744 \ud1b5\ud574 API\uc758 \uae30\ub2a5\uacfc \uc0ac\uc6a9\ubc95\uc744 \uc775\ud790 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2.3. \ud658\uacbd \uc124\uc815<\/h3>\n

\ub2e4\uc6b4\ub85c\ub4dc\ud55c \ud30c\uc77c\uc744 \uc801\uc808\ud55c \uc704\uce58\uc5d0 \uc555\ucd95 \ud574\uc81c\ud55c \ud6c4, \ud658\uacbd\ubcc0\uc218 \uc124\uc815\uc744 \ud574\uc57c \ud569\ub2c8\ub2e4. Windows \uc0ac\uc6a9\uc790\ub77c\uba74 ‘\ub0b4 \ucef4\ud4e8\ud130’ > ‘\uc18d\uc131’ > ‘\uace0\uae09 \uc2dc\uc2a4\ud15c \uc124\uc815’ > ‘\ud658\uacbd \ubcc0\uc218’\uc5d0\uc11c \uc2dc\uc2a4\ud15c \ubcc0\uc218\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc774 \ucd94\uac00\ud569\ub2c8\ub2e4:<\/p>\n

PATH : C:\\Kiwoom\\OpenAPI\\<\/code><\/pre>\n
2.4. API \uc778\uc99d\ud0a4 \ubc1c\uae09<\/h3>\n
\ud0a4\uc6c0\uc99d\uad8c\uc758 API\uc744 \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc778\uc99d\ud0a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \uc778\uc99d\ud0a4\ub294 \ud0a4\uc6c0\uc99d\uad8c\uc758 \uace0\uac1d\uc13c\ud130\uc5d0 \ubb38\uc758\ud558\uc5ec \ubc1c\uae09\ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3. Python \ubc0f \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/h2>\n
\uc774\ubc88 \uc139\uc158\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uacfc \uad00\ub828 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1. Python \uc124\uce58<\/h3>\n
Python\uc740 \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8(https:\/\/www.python.org\/downloads\/<\/a>)\uc5d0\uc11c \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc124\uce58 \uacfc\uc815\uc5d0\uc11c ‘Add Python to PATH’ \uc635\uc158\uc744 \uccb4\ud06c\ud569\ub2c8\ub2e4.<\/p>\n
3.2. PyQt5 \ubc0f numpy \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/h3>\n
\uc790\ub3d9\ub9e4\ub9e4 \ud504\ub85c\uadf8\ub7a8\uc758 UI\ub97c \uad6c\ucd95\ud558\uae30 \uc704\ud574 PyQt5\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c Numpy\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \ud569\ub2c8\ub2e4. \uc544\ub798\uc758 \uba85\ub839\uc5b4\ub97c CMD\uc5d0\uc11c \uc785\ub825\ud558\uc5ec \uc124\uce58\ud569\ub2c8\ub2e4:<\/p>\n
pip install PyQt5 numpy<\/code><\/pre>\n
4. \ud0a4\uc6c0\uc99d\uad8c API\uc640 Python \uc5f0\ub3d9\ud558\uae30<\/h2>\n
\uc774\uc81c \ud0a4\uc6c0\uc99d\uad8c API\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc81c \ub9e4\ub9e4 \ud504\ub85c\uadf8\ub7a8\uc744 \uac1c\ubc1c\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1. API \ud074\ub798\uc2a4 \uc815\uc758<\/h3>\n
\uba3c\uc800, \ud0a4\uc6c0\uc99d\uad8c\uc758 OpenAPI\ub97c \ud638\ucd9c\ud558\uae30 \uc704\ud574 \ud074\ub798\uc2a4\ub97c \uc815\uc758\ud569\ub2c8\ub2e4.<\/p>\n
import sys\nfrom PyQt5.QtWidgets import QApplication\nfrom PyQt5.QAxContainer import QAxWidget\n\nclass Kiwoom:\n    def __init__(self):\n        self.app = QApplication(sys.argv)\n        self.kw_app = QAxWidget('KWOpenAPI.KWOpenAPICtrl.1')\n        self.kw_app.OnEventConnect.connect(self.event_connect)\n\n    def event_connect(self, err_code):\n        if err_code == 0:\n            print(\"\uc5f0\uacb0 \uc131\uacf5\")\n        else:\n            print(f\"\uc5f0\uacb0 \uc2e4\ud328: {err_code}\")\n\n    def login(self):\n        self.kw_app.dynamicCall(\"CommConnect()\")\n\nif __name__ == \"__main__\":\n    kiwoom = Kiwoom()\n    kiwoom.login()\n    sys.exit(kiwoom.app.exec_())<\/code><\/pre>\n
4.2. \ub9e4\ub9e4 \uc694\uccad \ud568\uc218 \ucd94\uac00<\/h3>\n
\ub9e4\ub9e4 \uc694\uccad\uc744 \uc704\ud55c \ud568\uc218\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/p>\n
def buy(self, code, qty):\n    self.kw_app.dynamicCall(\"SendOrder(QString, QString, QString, int, QString, int, double, QString)\", \"buy\", \"YOUR_ACCOUNT\", code, qty, \"\", \"0\", \"0\", \"0\")<\/code><\/pre>\n
4.3. \ud504\ub85c\uadf8\ub7a8 \uc2e4\ud589 \ubc0f \ud14c\uc2a4\ud2b8<\/h3>\n
\uc804\uccb4 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\uc5ec \ub9e4\ub9e4 \uc5f0\uacb0\uc774 \uc798 \ub418\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ud658\uacbd \uc124\uc815\uc774 \uc798 \ub418\uc5b4 \uc788\uc5b4\uc57c \ud558\uba70, \ud0a4\uc6c0\uc99d\uad8c\uc758 API\uac00 \uc81c\ub300\ub85c \uc791\ub3d9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
if __name__ == \"__main__\":\n    kiwoom = Kiwoom()\n    kiwoom.login()\n    # \ub9e4\ub9e4 \ud14c\uc2a4\ud2b8\n    kiwoom.buy(\"005930\", 1)  # \uc0bc\uc131\uc804\uc790 \ud55c \uc8fc \ub9e4\uc218\n    sys.exit(kiwoom.app.exec_())<\/code><\/pre>\n
5. \uacb0\ub860<\/h2>\n
\uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c\uc744 \uc704\ud55c \ud0a4\uc6c0\uc99d\uad8c API\uc758 \uacc4\uc88c \uac1c\uc124, \ubaa8\ub4c8 \uc124\uce58, API \uc5f0\ub3d9 \uae30\ucd08\uc5d0 \ub300\ud574 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \ub9e4\ub9e4\ub97c \uc2e4\ud589\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub354 \ub9ce\uc740 \ud14c\uc2a4\ud2b8\uc640 \uc548\uc815\uc131 \ud655\ubcf4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc2e4\uc81c \ub9e4\ub9e4 \uc2dc \uc704\ud5d8 \uad00\ub9ac\uc640 \ub354\ubd88\uc5b4 \ub2e4\uc591\ud55c \ub9e4\ub9e4 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n
\ub2e4\uc74c \uae00\uc5d0\uc11c\ub294 \ub354\uc6b1 \ubc1c\uc804\ub41c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uad6c\ud604, \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc54c\uace0\ub9ac\uc998 \uac1c\uc120\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc774 \uc131\uacf5\uc801\uc778 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4!<\/p>\n","protected":false},"excerpt":{"rendered":"
\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 \uc788\ub294 \uae08\uc735 \uae30\uc220 \ubd84\uc57c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ub9ce\uc740 \ud2b8\ub808\uc774\ub354\ub4e4\uc774 \uac70\ub798\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 \uc54c\uace0\ub9ac\uc998 \uae30\ubc18\uc758 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c\uc5d0 \ud544\uc694\ud55c \ud0a4\uc6c0\uc99d\uad8c API \uc0ac\uc6a9\ubc95\ubd80\ud130 \uacc4\uc88c \uac1c\uc124, \ubaa8\ub4c8 \uc124\uce58\uae4c\uc9c0 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \ud0a4\uc6c0\uc99d\uad8c \uacc4\uc88c \uac1c\uc124\ud558\uae30 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc6b0\uc120 \uc99d\uad8c \uacc4\uc88c\ub97c \uac1c\uc124\ud574\uc57c \ud569\ub2c8\ub2e4. \ud0a4\uc6c0\uc99d\uad8c\uc758 \uacc4\uc88c\ub97c \uac1c\uc124\ud558\ub294 \ubc29\ubc95\uc740 … \ub354 \ubcf4\uae30 “\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58”<\/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":[37],"tags":[],"class_list":["post-30913","post","type-post","status-publish","format-standard","hentry","category-37"],"yoast_head":"\n\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58 - \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\/30913\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 \uc788\ub294 \uae08\uc735 \uae30\uc220 \ubd84\uc57c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ub9ce\uc740 \ud2b8\ub808\uc774\ub354\ub4e4\uc774 \uac70\ub798\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 \uc54c\uace0\ub9ac\uc998 \uae30\ubc18\uc758 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c\uc5d0 \ud544\uc694\ud55c \ud0a4\uc6c0\uc99d\uad8c API \uc0ac\uc6a9\ubc95\ubd80\ud130 \uacc4\uc88c \uac1c\uc124, \ubaa8\ub4c8 \uc124\uce58\uae4c\uc9c0 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \ud0a4\uc6c0\uc99d\uad8c \uacc4\uc88c \uac1c\uc124\ud558\uae30 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc6b0\uc120 \uc99d\uad8c \uacc4\uc88c\ub97c \uac1c\uc124\ud574\uc57c \ud569\ub2c8\ub2e4. \ud0a4\uc6c0\uc99d\uad8c\uc758 \uacc4\uc88c\ub97c \uac1c\uc124\ud558\ub294 \ubc29\ubc95\uc740 … \ub354 \ubcf4\uae30 "\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/30913\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T06:04:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:47:01+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\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/30913\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30913\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58\",\"datePublished\":\"2024-10-28T06:04:31+00:00\",\"dateModified\":\"2024-11-26T06:47:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30913\/\"},\"wordCount\":50,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ud30c\uc774\uc36c\uc790\ub3d9\ub9e4\ub9e4\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/30913\/\",\"url\":\"https:\/\/atmokpo.com\/w\/30913\/\",\"name\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-10-28T06:04:31+00:00\",\"dateModified\":\"2024-11-26T06:47:01+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30913\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/30913\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/30913\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58\"}]},{\"@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":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58 - \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\/30913\/","og_locale":"ko_KR","og_type":"article","og_title":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 \uc788\ub294 \uae08\uc735 \uae30\uc220 \ubd84\uc57c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ub9ce\uc740 \ud2b8\ub808\uc774\ub354\ub4e4\uc774 \uac70\ub798\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 \uc54c\uace0\ub9ac\uc998 \uae30\ubc18\uc758 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c\uc5d0 \ud544\uc694\ud55c \ud0a4\uc6c0\uc99d\uad8c API \uc0ac\uc6a9\ubc95\ubd80\ud130 \uacc4\uc88c \uac1c\uc124, \ubaa8\ub4c8 \uc124\uce58\uae4c\uc9c0 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \ud0a4\uc6c0\uc99d\uad8c \uacc4\uc88c \uac1c\uc124\ud558\uae30 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc6b0\uc120 \uc99d\uad8c \uacc4\uc88c\ub97c \uac1c\uc124\ud574\uc57c \ud569\ub2c8\ub2e4. \ud0a4\uc6c0\uc99d\uad8c\uc758 \uacc4\uc88c\ub97c \uac1c\uc124\ud558\ub294 \ubc29\ubc95\uc740 … \ub354 \ubcf4\uae30 \"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58\"","og_url":"https:\/\/atmokpo.com\/w\/30913\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-10-28T06:04:31+00:00","article_modified_time":"2024-11-26T06:47:01+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"1\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/30913\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/30913\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58","datePublished":"2024-10-28T06:04:31+00:00","dateModified":"2024-11-26T06:47:01+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/30913\/"},"wordCount":50,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\ud30c\uc774\uc36c\uc790\ub3d9\ub9e4\ub9e4"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/30913\/","url":"https:\/\/atmokpo.com\/w\/30913\/","name":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-10-28T06:04:31+00:00","dateModified":"2024-11-26T06:47:01+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/30913\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/30913\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/30913\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uacc4\uc88c \uac1c\uc124 \ubc0f \ubaa8\ub4c8 \uc124\uce58"}]},{"@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":31377,"url":"https:\/\/atmokpo.com\/w\/31377\/","url_meta":{"origin":30913,"position":0},"title":"\ub525\ub7ec\ub2dd\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4, \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac  \uac70\ub798\uc18c API\ub97c \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac00\uaca9 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \ub370\uc774\ud130 \uc815\ub9ac, \uc815\uaddc\ud654 \ub4f1 \uc804\ucc98\ub9ac \uae30\ubc95.","author":"root","date":"2024\ub144 10\uc6d4 28\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c \uc11c\ub860 \ube44\ud2b8\ucf54\uc778\uacfc \uac19\uc740 \uc554\ud638\ud654\ud3d0 \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc774 \ucee4\uc9d0\uc5d0 \ub530\ub77c, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc2e4\uc2dc\uac04 \uac00\uaca9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ub9e4\uc218 \ub610\ub294 \ub9e4\ub3c4 \uacb0\uc815\uc744 \uc790\ub3d9\uc73c\ub85c \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub429\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uac70\ub798\uc18c API\ub97c \ud65c\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac00\uaca9 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \ud568\uaed8, \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud558\uace0 \uc815\uaddc\ud654\ud558\ub294\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":30803,"url":"https:\/\/atmokpo.com\/w\/30803\/","url_meta":{"origin":30913,"position":1},"title":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, pandas DataFrame","author":"root","date":"2024\ub144 10\uc6d4 28\uc77c","format":false,"excerpt":"\ucd5c\uadfc \ub4e4\uc5b4 \ud30c\uc774\uc36c\uc744 \ud65c\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc774 \ud65c\ubc1c\ud788 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ucc98\ub9ac\ub97c \uc704\ud55c pandas \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub9ce\uc740 \ud2b8\ub808\uc774\ub354\uc640 \uac1c\ubc1c\uc790\ub4e4 \uc0ac\uc774\uc5d0\uc11c \ud544\uc218\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c \uacfc\uc815\uc5d0\uc11c \uc5b4\ub5bb\uac8c pandas DataFrame\uc744 \ud65c\uc6a9\ud558\uc5ec \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc804\ub7b5 \uac1c\ubc1c\uc744 \ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\ub3d9\ub9e4\ub9e4\u2026","rel":"","context":""\ud30c\uc774\uc36c\uc790\ub3d9\ub9e4\ub9e4"\uc5d0\uc11c","block_context":{"text":"\ud30c\uc774\uc36c\uc790\ub3d9\ub9e4\ub9e4","link":"https:\/\/atmokpo.com\/w\/category\/%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9e%90%eb%8f%99%eb%a7%a4%eb%a7%a4\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29045,"url":"https:\/\/atmokpo.com\/w\/29045\/","url_meta":{"origin":30913,"position":2},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubcc0\ubd84 \uc624\ud1a0\uc778\ucf54\ub354\ub85c \uc0dd\uc131 \ubaa8\ub378\ub9c1","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\ubcf8 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \uc774\uc6a9\ud558\uc5ec \uc790\ub3d9 \ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95 \uc911 \ubcc0\ubd84 \uc624\ud1a0\uc778\ucf54\ub354(Variational Autoencoder, VAE) \uae30\ubc18\uc758 \uc0dd\uc131 \ubaa8\ub378\ub9c1\uc744 \uc911\uc810\uc801\uc73c\ub85c \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\ub294 \ud000\ud2b8 \ub9e4\ub9e4\ub97c \uc6d0\ud558\ub294 \ud22c\uc790\uc790, \uac1c\ubc1c\uc790 \ubc0f \ub370\uc774\ud130 \uacfc\ud559\uc790 \ubaa8\ub450\uc5d0\uac8c \uc720\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08 \uba38\uc2e0\ub7ec\ub2dd(Machine Learning)\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uc5ec \ud328\ud134\uc744 \uc778\uc2dd\ud558\uace0 \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\ub294\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":41939,"url":"https:\/\/atmokpo.com\/w\/41939\/","url_meta":{"origin":30913,"position":3},"title":"017. SaaS \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc544\ud0a4\ud14d\ucc98, API \uc124\uacc4\uc640 \uad00\ub9ac","author":"root","date":"2024\ub144 11\uc6d4 08\uc77c","format":false,"excerpt":"\uc791\uc131\uc77c: 2023\ub144 10\uc6d4 30\uc77c \uc800\uc790: \uc870\uad11\ud615 1. SaaS\ub780? SaaS(Software as a Service)\ub294 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ud638\uc2a4\ud305\ub418\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc778\ud130\ub137\uc744 \ud1b5\ud574 \uc81c\uacf5\ud558\ub294 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ub85c\uceec\ub85c \uc124\uce58\ud558\uace0 \uad00\ub9ac\ud560 \ud544\uc694 \uc5c6\uc774 \uc6f9 \ube0c\ub77c\uc6b0\uc800\ub97c \ud1b5\ud574 \ubc14\ub85c \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub192\uc740 \uc720\uc5f0\uc131\uacfc \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. 2. SaaS \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc544\ud0a4\ud14d\ucc98 SaaS \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc544\ud0a4\ud14d\ucc98\ub294\u2026","rel":"","context":""Saas"\uc5d0\uc11c","block_context":{"text":"Saas","link":"https:\/\/atmokpo.com\/w\/category\/saas\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29359,"url":"https:\/\/atmokpo.com\/w\/29359\/","url_meta":{"origin":30913,"position":4},"title":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc704\ud55c RNN","author":"root","date":"2024\ub144 10\uc6d4 27\uc77c","format":false,"excerpt":"\uc800\uc790: \uc870\uad11\ud615 \ub0a0\uc9dc: [\ub0a0\uc9dc] \ubaa9\ucc28 1. \uc11c\ub860 2. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uac1c\uc694 3. RNN(\uc21c\ud658 \uc2e0\uacbd\ub9dd) \uc18c\uac1c 4. \ub370\uc774\ud130 \uc804\ucc98\ub9ac 5. \ubaa8\ub378 \ud6c8\ub828 6. \ubc31\ud14c\uc2a4\ud305 7. \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5 \ubc30\ud3ec 8. \uacb0\ub860 1. \uc11c\ub860 \ud604\ub300 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \ub370\uc774\ud130\uc758 \uc591\uc774 \ud3ed\ubc1c\uc801\uc73c\ub85c \uc99d\uac00\ud558\uba74\uc11c \uc804\ud1b5\uc801\uc778 \ud2b8\ub808\uc774\ub529 \ubc29\ubc95\uc744 \ub118\uc5b4\uc11c\ub294 \uace0\uae09 \uc54c\uace0\ub9ac\uc998\uc774 \ud544\uc694\ud574\uc84c\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub274\uc2a4 \uae30\uc0ac, \uc18c\uc15c\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":30913,"position":5},"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":[]}],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/30913","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=30913"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/30913\/revisions"}],"predecessor-version":[{"id":30914,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/30913\/revisions\/30914"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=30913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=30913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=30913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}