{"id":256,"date":"2024-05-21T13:25:58","date_gmt":"2024-05-21T13:25:58","guid":{"rendered":"https:\/\/youngrihan.com\/?p=256"},"modified":"2024-05-20T12:26:13","modified_gmt":"2024-05-20T12:26:13","slug":"%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/youngrihan.com\/%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0\/","title":{"rendered":"\ube45\ub370\uc774\ud130\uc640 \ud30c\uc774\uc36c \uc54c\uc544\ubcf4\uae30"},"content":{"rendered":"<p>\ube45\ub370\uc774\ud130 \uc2dc\ub300\uc758 \ub3c4\ub798\uc640 \ud568\uaed8 \ud30c\uc774\uc36c\uc740 \ub370\uc774\ud130 \uacfc\ud559, \ubd84\uc11d \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc758 \uac04\uacb0\ud558\uace0 \uc77d\uae30 \uc26c\uc6b4 \ubb38\ubc95, \uac15\ub825\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac, \uadf8\ub9ac\uace0 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc740 \ube45\ub370\uc774\ud130 \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc788\uc5b4 \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\ub294 \uc774\uc720\uc640 \ubc29\ubc95, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud574 \uc18c\uac1c\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_68_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/youngrihan.com\/%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0\/#%ED%8C%8C%EC%9D%B4%EC%8D%AC%EA%B3%BC_%EB%B9%85%EB%8D%B0%EC%9D%B4%ED%84%B0%EC%9D%98_%EB%A7%8C%EB%82%A8\" title=\"\ud30c\uc774\uc36c\uacfc \ube45\ub370\uc774\ud130\uc758 \ub9cc\ub0a8\">\ud30c\uc774\uc36c\uacfc \ube45\ub370\uc774\ud130\uc758 \ub9cc\ub0a8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/youngrihan.com\/%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0\/#%EB%B9%85%EB%8D%B0%EC%9D%B4%ED%84%B0_%EB%B6%84%EC%84%9D%EC%9D%84_%EC%9C%84%ED%95%9C_%ED%8C%8C%EC%9D%B4%EC%8D%AC_%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%98%EB%B0%8D\" title=\"\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \ud30c\uc774\uc36c \ud504\ub85c\uadf8\ub798\ubc0d\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \ud30c\uc774\uc36c \ud504\ub85c\uadf8\ub798\ubc0d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/youngrihan.com\/%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0\/#%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D%EA%B3%BC_%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%9D%98_%EC%A1%B0%ED%99%94\" title=\"\uba38\uc2e0\ub7ec\ub2dd\uacfc \ud30c\uc774\uc36c\uc758 \uc870\ud654\">\uba38\uc2e0\ub7ec\ub2dd\uacfc \ud30c\uc774\uc36c\uc758 \uc870\ud654<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/youngrihan.com\/%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0\/#%EC%8B%A4%EC%A0%9C_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\" title=\"\uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840\">\uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/youngrihan.com\/%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0\/#%EA%B2%B0%EB%A1%A0\" title=\"\uacb0\ub860\">\uacb0\ub860<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%ED%8C%8C%EC%9D%B4%EC%8D%AC%EA%B3%BC_%EB%B9%85%EB%8D%B0%EC%9D%B4%ED%84%B0%EC%9D%98_%EB%A7%8C%EB%82%A8\"><\/span>\ud30c\uc774\uc36c\uacfc \ube45\ub370\uc774\ud130\uc758 \ub9cc\ub0a8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ud30c\uc774\uc36c\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd\uc744 \uc27d\uac8c \ucc98\ub9ac\ud558\uace0, \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \ud48d\ubd80\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Pandas\ub294 \ub370\uc774\ud130 \uc870\uc791\uacfc \ubd84\uc11d\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc758 \ube60\ub978 \ucc98\ub9ac\uc640 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ubcc0\ud658 \uc791\uc5c5\uc744 \uac04\ub2e8\ud788 \uc218\ud589\ud560 \uc218 \uc788\uac8c \ub3c4\uc640\uc90d\ub2c8\ub2e4. NumPy\ub294 \uace0\uc131\ub2a5 \uc218\uce58 \uacc4\uc0b0\uc744 \uc704\ud574 \uc0ac\uc6a9\ub418\uba70, \ube45\ub370\uc774\ud130\ub97c \ub2e4\ub8f0 \ub54c \ud544\uc218\uc801\uc778 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc774 \uc678\uc5d0\ub3c4 SciPy, Matplotlib, Seaborn \ub4f1 \ub2e4\uc591\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EB%B9%85%EB%8D%B0%EC%9D%B4%ED%84%B0_%EB%B6%84%EC%84%9D%EC%9D%84_%EC%9C%84%ED%95%9C_%ED%8C%8C%EC%9D%B4%EC%8D%AC_%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%98%EB%B0%8D\"><\/span>\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \ud30c\uc774\uc36c \ud504\ub85c\uadf8\ub798\ubc0d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\ub294 \uc8fc\ub41c \uc774\uc720 \uc911 \ud558\ub098\ub294 \uc811\uadfc\uc131\uacfc \ud655\uc7a5\uc131\uc785\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc73c\ub85c \uc791\uc131\ub41c \uc2a4\ud06c\ub9bd\ud2b8\ub294 \ub2e4\ub978 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569\uc774 \uc6a9\uc774\ud558\uba70, \ubd84\uc0b0 \ucef4\ud4e8\ud305 \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc27d\uac8c \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Apache Spark\uc640 \uac19\uc740 \ube45\ub370\uc774\ud130 \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\uc640 \uacb0\ud569\ub420 \ub54c, \ud30c\uc774\uc36c\uc740 \ube45\ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \uac15\ub825\ud55c \uc5ed\ub7c9\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4. PySpark\ub294 Spark\uc758 \ud30c\uc774\uc36c API\ub85c, \ube45\ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ubcf5\uc7a1\ud55c \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uac04\ub2e8\ud558\uac8c \uad6c\ud604\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D%EA%B3%BC_%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%9D%98_%EC%A1%B0%ED%99%94\"><\/span>\uba38\uc2e0\ub7ec\ub2dd\uacfc \ud30c\uc774\uc36c\uc758 \uc870\ud654<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ube45\ub370\uc774\ud130 \ubd84\uc11d\uacfc \ub354\ubd88\uc5b4 \uba38\uc2e0\ub7ec\ub2dd\uc740 \ud30c\uc774\uc36c\uc774 \ub450\uac01\uc744 \ub098\ud0c0\ub0b4\ub294 \ub610 \ub2e4\ub978 \uc601\uc5ed\uc785\ub2c8\ub2e4. TensorFlow, Keras, Scikit-learn \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc758\ubbf8\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0, \uc608\uce21 \ubaa8\ub378\uc744 \uc27d\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc740 \uc790\ub3d9\ud654\ub41c \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \uc81c\uacf5\ud558\uc5ec, \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c\ub3c4 \ud6a8\uacfc\uc801\uc73c\ub85c \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EC%8B%A4%EC%A0%9C_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span>\uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uc2e4\uc81c\ub85c \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ud30c\uc774\uc36c\uc744 \ud65c\uc6a9\ud558\uc5ec \ube45\ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c\ub294 \uac70\ub798 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc0ac\uae30\ub97c \ud0d0\uc9c0\ud558\uac70\ub098 \uace0\uac1d \ud589\ub3d9\uc744 \uc608\uce21\ud558\ub294 \ub370 \ud30c\uc774\uc36c\uc774 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \ub610\ud55c, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc0ac\uc6a9\uc790\uc758 \uc120\ud638\ub3c4\ub97c \ud30c\uc545\ud558\uace0 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \uacbd\uc6b0\ub3c4 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud30c\uc774\uc36c\uacfc \ube45\ub370\uc774\ud130\uc758 \uc870\ud569\uc740 \uac15\ub825\ud55c \uacb0\uacfc\ub97c \ub0b3\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EA%B2%B0%EB%A1%A0\"><\/span>\uacb0\ub860<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ube45\ub370\uc774\ud130 \uc2dc\ub300\uc5d0 \ud30c\uc774\uc36c\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc640 \ubd84\uc11d\uac00\uc5d0\uac8c \uc788\uc5b4 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uadf8 \uc0ac\uc6a9\uc758 \uc6a9\uc774\uc131, \uac15\ub825\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac, \uadf8\ub9ac\uace0 \uad11\ubc94\uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0 \ub355\ubd84\uc5d0 \ud30c\uc774\uc36c\uc740 \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc804\uba74\uc5d0 \uc11c \uc788\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc744 \ud1b5\ud574 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58\ub97c \ucc3e\uace0 \ube44\uc988\ub2c8\uc2a4 \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud558\ub294 \uac83\uc740 \uc624\ub298\ub0a0 \uae30\uc5c5\uc5d0\uac8c \uc788\uc5b4 \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc694\uc18c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2dc\uc791\ud558\uae30 \uc704\ud55c \uccab \uac78\uc74c\uc73c\ub85c, \ud30c\uc774\uc36c\uacfc \uadf8 \uc0dd\ud0dc\uacc4\ub97c \ud0d0\uc0c9\ud574 \ubcf4\ub294 \uac83\uc744 \ucd94\ucc9c\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ube45\ub370\uc774\ud130 \uc2dc\ub300\uc758 \ub3c4\ub798\uc640 \ud568\uaed8 \ud30c\uc774\uc36c\uc740 \ub370\uc774\ud130 \uacfc\ud559, \ubd84\uc11d \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc758 \uac04\uacb0\ud558\uace0 \uc77d\uae30 \uc26c\uc6b4 \ubb38\ubc95, \uac15\ub825\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac, \uadf8\ub9ac\uace0 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc740 \ube45\ub370\uc774\ud130 \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc788\uc5b4 \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\ub294 \uc774\uc720\uc640 \ubc29\ubc95, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud574 \uc18c\uac1c\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ud30c\uc774\uc36c\uacfc \ube45\ub370\uc774\ud130\uc758 \ub9cc\ub0a8 \ud30c\uc774\uc36c\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd\uc744 \uc27d\uac8c \ucc98\ub9ac\ud558\uace0,&hellip;&nbsp;<a href=\"https:\/\/youngrihan.com\/%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%99%80-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0\/\" class=\"\" rel=\"bookmark\">\ub354 \ubcf4\uae30 &raquo;<span class=\"screen-reader-text\">\ube45\ub370\uc774\ud130\uc640 \ud30c\uc774\uc36c 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