{"id":108,"date":"2024-05-15T21:23:12","date_gmt":"2024-05-15T21:23:12","guid":{"rendered":"https:\/\/cloudbyte7.com\/?p=108"},"modified":"2025-05-07T21:11:35","modified_gmt":"2025-05-07T21:11:35","slug":"unveiling-data-science-a-comprehensive-introduction","status":"publish","type":"post","link":"https:\/\/cloudbyte7.com\/ko\/unveiling-data-science-a-comprehensive-introduction\/","title":{"rendered":"\ub370\uc774\ud130 \uacfc\ud559\uc758 \ubaa8\ub4e0 \uac83: \uc885\ud569\uc801\uc778 \uc18c\uac1c"},"content":{"rendered":"<div class=\"mx-5 sm:mx-0 prose text-left mb-5\">\n<h1>\ub370\uc774\ud130 \uacfc\ud559\uc758 \ubaa8\ub4e0 \uac83: \uc885\ud569\uc801\uc778 \uc18c\uac1c<\/h1>\n<p>\u300a\ub370\uc774\ud130 \uacfc\ud559\uc758 \ubaa8\ub4e0 \uac83: \uc885\ud569\uc801\uc778 \uc18c\uac1c\u300b\ub294 \uc870\uc9c1\uc758 \uc6b4\uc601 \ubc29\uc2dd\uacfc \ud601\uc2e0\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub294 \ub9e4\ud639\uc801\uc778 \uc8fc\uc81c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc740 \uacfc\ud559\uc801 \ubc29\ubc95, \ud504\ub85c\uc138\uc2a4, \uc54c\uace0\ub9ac\uc998 \ubc0f \uc2dc\uc2a4\ud15c\uc744 \ud65c\uc6a9\ud558\uc5ec \ubc29\ub300\ud558\uace0 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc9c0\uc2dd\uacfc \ud1b5\ucc30\ub825\uc744 \ucd94\ucd9c\ud558\ub294 \ud559\uc81c \uac04 \ubd84\uc57c\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc11d, \uba38\uc2e0 \ub7ec\ub2dd \ubc0f \ucef4\ud4e8\ud130 \uacfc\ud559\uc744 \uacb0\ud569\ud558\uc5ec \ub370\uc774\ud130 \uc18d\uc5d0 \uc228\uaca8\uc9c4 \ud328\ud134\uacfc \ucd94\uc138\ub97c \ubc1d\ud600\ub0c5\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \uc0b0\uc5c5 \uacbd\uacc4\ub97c \ucd08\uc6d4\ud558\uc5ec \ubaa8\ub4e0 \uaddc\ubaa8\uc758 \ube44\uc988\ub2c8\uc2a4\uc5d0 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc758\ub8cc, \uae08\uc735, \uc18c\ub9e4, \ub9c8\ucf00\ud305 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ub370\uc774\ud130 \uacfc\ud559\uc740 \ud604\ub300 \uc758\uc0ac \uacb0\uc815\uc758 \ud575\uc2ec \uc694\uc18c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0, \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \ud3ec\ucc29\ud558\uba70, \uacbd\uc7c1\uc5d0\uc11c \uc55e\uc11c \ub098\uac08 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud3ec\uad04\uc801\uc778 \ub370\uc774\ud130 \uacfc\ud559 \uc785\ubb38 \uacfc\uc815\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uacfc\ud559\uc758 \uae30\ubcf8 \uc6d0\ub9ac, \uc751\uc6a9 \ubd84\uc57c, \uadf8\ub9ac\uace0 \ub370\uc774\ud130\uc5d0\uc11c \ud1b5\ucc30\ub825\uacfc \uc9c0\uc2dd\uc744 \ucd94\ucd9c\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ub3c4\uad6c\uc640 \uae30\ubc95\uc744 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uacfc\ud559\uc758 \uae30\ucd08<\/h2>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \uc624\ub298\ub0a0 \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\ub294 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc740 \ud1b5\uacc4\uc801, \uacc4\uc0b0\uc801, \uc218\ud559\uc801 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \ud1b5\ucc30\ub825\uacfc \uc9c0\uc2dd\uc744 \ucd94\ucd9c\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uacfc\ud559\uc758 \uc5ed\uc0ac\uc640 \ubc1c\uc804 \uacfc\uc815, \ud575\uc2ec \uc6d0\uce59, \uc724\ub9ac \ubc0f \ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\ub97c \ud3ec\ud568\ud55c \ub370\uc774\ud130 \uacfc\ud559\uc758 \uae30\ucd08\uc5d0 \ub300\ud574 \ub17c\uc758\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc5ed\uc0ac\uc640 \uc9c4\ud654<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \ud1b5\uacc4\ud559\uacfc \ucef4\ud4e8\ud130 \uacfc\ud559\uc5d0 \ubfcc\ub9ac\ub97c \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd08\uae30\uc5d0\ub294 \ud1b5\uacc4\ud559\uc790\ub4e4\uc774 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud588\uace0, \ucef4\ud4e8\ud130 \uacfc\ud559\uc790\ub4e4\uc740 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \uc2dc\uac04\uc774 \ud750\ub974\uba74\uc11c \uc774 \ub450 \ubd84\uc57c\uac00 \uc735\ud569\ub418\uc5b4 \ub370\uc774\ud130 \uacfc\ud559\uc774 \ud0c4\uc0dd\ud588\uc2b5\ub2c8\ub2e4. \uc624\ub298\ub0a0 \ub370\uc774\ud130 \uacfc\ud559\uc740 \uc218\ud559, \ud1b5\uacc4\ud559, \ucef4\ud4e8\ud130 \uacfc\ud559, \uadf8\ub9ac\uace0 \ud2b9\uc815 \ubd84\uc57c\uc758 \uc804\ubb38 \uc9c0\uc2dd\uc744 \uc544\uc6b0\ub974\ub294 \uad11\ubc94\uc704\ud55c \ud559\ubb38 \ubd84\uc57c\ub97c \uc544\uc6b0\ub974\ub294 \ub2e4\ud559\uc81c\uc801 \ubd84\uc57c\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ud575\uc2ec \uc6d0\uce59<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc5d0\ub294 \uba87 \uac00\uc9c0 \ud575\uc2ec \uc6d0\uce59\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub370\uc774\ud130 \uc218\uc9d1, \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub370\uc774\ud130 \uc218\uc9d1\uc740 \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uc13c\uc11c, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub4f1 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc804\ucc98\ub9ac\ub294 \ubd84\uc11d\uc5d0 \uc801\ud569\ud558\ub3c4\ub85d \ub370\uc774\ud130\ub97c \uc815\uc81c\ud558\uace0 \ubcc0\ud658\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ud1b5\uacc4 \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \ubd84\uc11d \uacb0\uacfc\ub97c \uc774\ud574\ud558\uae30 \uc26c\uc6b4 \uc2dc\uac01\uc801 \ud615\uc2dd\uc73c\ub85c \uc81c\uc2dc\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc724\ub9ac\uc640 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc774 \ub354\uc6b1 \ub110\ub9ac \ubcf4\uae09\ub428\uc5d0 \ub530\ub77c \uc724\ub9ac\uc640 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc\uc5d0 \ub300\ud55c \uc6b0\ub824\uac00 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc790\ub4e4\uc740 \uc790\uc2e0\uc758 \uc5f0\uad6c\uac00 \uac16\ub294 \uc724\ub9ac\uc801 \ud568\uc758\ub97c \uc778\uc9c0\ud558\uace0 \uac1c\uc778\uc774\ub098 \uc9d1\ub2e8\uc758 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \uce68\ud574\ud558\uc9c0 \uc54a\ub3c4\ub85d \ud574\uc57c \ud569\ub2c8\ub2e4. \ub610\ud55c \uc5f0\uad6c \ubc29\ubc95\uacfc \uacb0\uacfc\ub97c \ud22c\uba85\ud558\uac8c \uacf5\uac1c\ud558\uace0 \uc5f0\uad6c \uacb0\uacfc\uc758 \uc7ac\ud604\uc131\uc744 \ubcf4\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ub370\uc774\ud130 \uacfc\ud559\uc740 \uc624\ub298\ub0a0 \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\ub294 \ubcf5\uc7a1\ud558\uace0 \ub2e4\ud559\uc81c\uc801\uc778 \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uc77c\ud558\uac70\ub098 \uc2e4\uc81c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130 \uacfc\ud559\uc744 \ud65c\uc6a9\ud558\uace0\uc790 \ud558\ub294 \uc0ac\ub78c\uc774\ub77c\uba74 \ub204\uad6c\ub098 \uadf8 \uae30\ucd08\ub97c \uc774\ud574\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \ud0d0\uc0c9 \ubc0f \uc804\ucc98\ub9ac<\/h2>\n<p>\ub370\uc774\ud130 \ud0d0\uc0c9 \ubc0f \uc804\ucc98\ub9ac\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2e8\uacc4\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\uc5d0 \uc801\ud569\ud558\ub3c4\ub85d \uc815\uc81c, \ubcc0\ud658 \ubc0f \ud2b9\uc9d5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ud0d0\uc0c9 \ubc0f \uc804\ucc98\ub9ac\uc758 \uc138 \uac00\uc9c0 \uc8fc\uc694 \ud558\uc704 \uc601\uc5ed\uc778 \ub370\uc774\ud130 \uc815\uc81c, \ub370\uc774\ud130 \ubcc0\ud658 \ubc0f \ud2b9\uc9d5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc5d0 \ub300\ud574 \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \ud074\ub9ac\ub2dd<\/h3>\n<p>\ub370\uc774\ud130 \ud074\ub9ac\ub2dd\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ubd80\uc815\ud655\ud558\uac70\ub098 \ubd88\uc644\uc804\ud558\uac70\ub098 \uad00\ub828\uc131\uc774 \uc5c6\ub294 \ub370\uc774\ud130\ub97c \uc81c\uac70\ud558\uac70\ub098 \uc218\uc815\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub294 \ubd84\uc11d\uc5d0 \ud544\uc694\ud55c \ub370\uc774\ud130\uc758 \uc815\ud655\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ud655\ubcf4\ud558\ub294 \ub370 \uc911\uc694\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ud074\ub9ac\ub2dd\uc5d0\ub294 \uc911\ubcf5 \uc81c\uac70, \uacb0\uce21\uac12 \ucc44\uc6b0\uae30, \ub370\uc774\ud130 \uc720\ud615 \uc218\uc815 \ub4f1\uc758 \uc791\uc5c5\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130 \uc815\uc81c\uc5d0 \ud754\ud788 \uc0ac\uc6a9\ub418\ub294 \uae30\ubc95 \uc911 \ud558\ub098\ub294 \uc694\uc57d \ud1b5\uacc4\uc640 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \uc774\uc0c1\uce58\uc640 \ud2b9\uc774\uac12\uc744 \uc2dd\ubcc4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc774\uc0c1\uce58\uac00 \uc2dd\ubcc4\ub418\uba74 \uc81c\uac70\ud558\uac70\ub098 \uc218\uc815\ud558\uc5ec \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \ubcc0\ud658<\/h3>\n<p>\ub370\uc774\ud130 \ubcc0\ud658\uc740 \ub370\uc774\ud130\ub97c \ubd84\uc11d\uc5d0 \ub354 \uc801\ud569\ud558\ub3c4\ub85d \ud55c \ud615\uc2dd\uc5d0\uc11c \ub2e4\ub978 \ud615\uc2dd\uc73c\ub85c \ubc14\uafb8\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\ub294 \uc2a4\ucf00\uc77c\ub9c1, \uc815\uaddc\ud654, \ubc94\uc8fc\ud615 \ubcc0\uc218 \uc778\ucf54\ub529\uacfc \uac19\uc740 \uc791\uc5c5\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2a4\ucf00\uc77c\ub9c1\uacfc \uc815\uaddc\ud654\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \ub370\uc774\ud130\ub97c \uacf5\ud1b5 \ubc94\uc704\ub85c \uc7ac\uc870\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubc94\uc8fc\ud615 \ubcc0\uc218 \uc778\ucf54\ub529\uc740 \ubd84\uc11d\uc744 \uc704\ud574 \ubc94\uc8fc\ud615 \ub370\uc774\ud130\ub97c \uc218\uce58\ud615 \ub370\uc774\ud130\ub85c \ubcc0\ud658\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud2b9\uc9d5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1<\/h3>\n<p>\ud2b9\uc9d5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \uae30\uc874 \ub370\uc774\ud130\ub85c\ubd80\ud130 \uc0c8\ub85c\uc6b4 \ud2b9\uc9d5\uc744 \uc0dd\uc131\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\ub294 \ud2b9\uc9d5 \ucd94\ucd9c, \ud2b9\uc9d5 \uc120\ud0dd, \ucc28\uc6d0 \ucd95\uc18c\uc640 \uac19\uc740 \uc791\uc5c5\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\uc9d5 \ucd94\ucd9c\uc740 \uc8fc\uc131\ubd84 \ubd84\uc11d(PCA)\uc774\ub098 \ud2b9\uc774\uac12 \ubd84\ud574(SVD)\uc640 \uac19\uc740 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae30\uc874 \ub370\uc774\ud130\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ud2b9\uc9d5\uc744 \uc0dd\uc131\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ud2b9\uc9d5 \uc120\ud0dd\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud574 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ud2b9\uc9d5\ub4e4\uc744 \uc120\ud0dd\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ucc28\uc6d0 \ucd95\uc18c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud574 \ub370\uc774\ud130\uc14b\uc758 \ud2b9\uc9d5 \uac1c\uc218\ub97c \uc904\uc774\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ub370\uc774\ud130 \ud0d0\uc0c9\uacfc \uc804\ucc98\ub9ac\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ud544\uc218\uc801\uc778 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2e8\uacc4\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uac00 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\uc73c\uba70 \ubd84\uc11d\uc5d0 \uc801\ud569\ud55c\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \ud074\ub9ac\ub2dd, \ub370\uc774\ud130 \ubcc0\ud658, \ud2b9\uc9d5 \ucd94\ucd9c\uacfc \uac19\uc740 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uba74 \ub370\uc774\ud130\uc14b\uc758 \ud488\uc9c8\uacfc \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uacfc\ud559\uc5d0\uc11c\uc758 \ud1b5\uacc4<\/h2>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc790\ub85c\uc11c \uc5ec\ub7ec\ubd84\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \ud1b5\uacc4\ub294 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ud574\uc11d\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uacfc\ud559\uc5d0\uc11c \ud1b5\uacc4\uc758 \uc5ed\ud560\uc5d0 \ub300\ud55c \uac1c\uc694\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uae30\uc220 \ud1b5\uacc4<\/h3>\n<p>\uae30\uc220\ud1b5\uacc4\ub294 \ub370\uc774\ud130\uc758 \uc218\uc9d1, \ubd84\uc11d \ubc0f \ud574\uc11d\uc744 \ub2e4\ub8e8\ub294 \ud1b5\uacc4\ud559\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc8fc\uc694 \ud2b9\uc9d5\uc744 \uc694\uc57d\ud558\uace0 \uc124\uba85\ud558\ub294 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uae30\uc220\ud1b5\uacc4 \uce21\uc815\uac12\uc5d0\ub294 \ud3c9\uade0, \uc911\uc559\uac12, \ucd5c\ube48\uac12\uacfc \uac19\uc740 \uc911\uc2ec \uacbd\ud5a5 \uce21\uc815\uac12\uacfc \ud45c\uc900 \ud3b8\ucc28 \ubc0f \ubd84\uc0b0\uacfc \uac19\uc740 \ubcc0\ub3d9\uc131 \uce21\uc815\uac12\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uce21\uc815\uac12\uc744 \ud1b5\ud574 \ub370\uc774\ud130\uc758 \ubd84\ud3ec\ub97c \uc774\ud574\ud558\uace0 \uc774\uc0c1\uce58 \ub610\ub294 \ud2b9\uc774\uac12\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ucd94\ub860 \ud1b5\uacc4<\/h3>\n<p>\ucd94\ub860 \ud1b5\uacc4\ud559\uc740 \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\uc9d1\ub2e8\uc5d0 \ub300\ud55c \ucd94\ub860\uc744 \ub2e4\ub8e8\ub294 \ud1b5\uacc4\ud559\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub294 \ud1b5\uacc4\uc801 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ubaa8\uc9d1\ub2e8\uc758 \ud2b9\uc131\uc744 \ucd94\uc815\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ucd94\ub860 \ud1b5\uacc4\ud559\uc740 \uac00\uc124\uc744 \uac80\uc99d\ud558\uace0 \ubbf8\ub798 \uc0ac\uac74\uc744 \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ucd94\ub860 \ud1b5\uacc4\ud559\uc5d0\uc11c \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uae30\ubc95\uc73c\ub85c\ub294 \uac00\uc124 \uac80\uc815, \uc2e0\ub8b0 \uad6c\uac04, \ud68c\uadc0 \ubd84\uc11d \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uac00\uc124 \uac80\uc815<\/h3>\n<p>\uac00\uc124 \uac80\uc815\uc740 \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\uc9d1\ub2e8 \ubaa8\uc218\uc5d0 \ub300\ud55c \uac00\uc124\uc744 \uac80\uc99d\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud1b5\uacc4\uc801 \uae30\ubc95\uc785\ub2c8\ub2e4. \uac00\uc124\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uc5d0 \ub300\ud55c \uc9c4\uc220\uc785\ub2c8\ub2e4. \uac00\uc124 \uac80\uc815\uc740 \uad00\uce21 \ub370\uc774\ud130\uc640 \uadc0\ubb34 \uac00\uc124 \ud558\uc5d0\uc11c\uc758 \uc608\uc0c1 \ub370\uc774\ud130\ub97c \ube44\uad50\ud558\ub294 \uacfc\uc815\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uad00\uce21 \ub370\uc774\ud130\uac00 \uc608\uc0c1 \ub370\uc774\ud130\uc640 \uc720\uc758\ubbf8\ud558\uac8c \ub2e4\ub974\uba74 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \ub300\ub9bd \uac00\uc124\uc744 \ucc44\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ud1b5\uacc4\ub294 \ub370\uc774\ud130 \uacfc\ud559\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. \uae30\uc220 \ud1b5\uacc4\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc8fc\uc694 \ud2b9\uc9d5\uc744 \uc694\uc57d\ud558\uace0 \uc124\uba85\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ubc18\uba74, \ucd94\ub860 \ud1b5\uacc4\ub294 \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\uc9d1\ub2e8\uc5d0 \ub300\ud55c \ucd94\ub860\uc744 \ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uac00\uc124 \uac80\uc815\uc740 \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\uc9d1\ub2e8 \ubaa8\uc218\uc5d0 \ub300\ud55c \uac00\uc124\uc744 \uac80\uc99d\ud558\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc5d0\uc11c \ud1b5\uacc4\uc758 \uc5ed\ud560\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130\ub97c \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ud574\uc11d\ud560 \uc218 \uc788\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uba38\uc2e0\ub7ec\ub2dd \ud544\uc218 \uc694\uc18c<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \uc2dc\uc2a4\ud15c\uc774 \uba85\uc2dc\uc801\uc73c\ub85c \ud504\ub85c\uadf8\ub798\ubc0d\ub418\uc9c0 \uc54a\uace0\ub3c4 \uacbd\ud5d8\uc744 \ud1b5\ud574 \ud559\uc2b5\ud558\uace0 \uac1c\uc120\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uc720\ud615\uc778 \uc9c0\ub3c4 \ud559\uc2b5, \ube44\uc9c0\ub3c4 \ud559\uc2b5, \uac15\ud654 \ud559\uc2b5\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc9c0\ub3c4 \ud559\uc2b5<\/h3>\n<p>\uc9c0\ub3c4 \ud559\uc2b5\uc740 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ucf1c \ubbf8\uc9c0\uc758 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud55c \uc720\ud615\uc785\ub2c8\ub2e4. \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\uc5d0\ub294 \uc785\ub825 \ubcc0\uc218\uc640 \ucd9c\ub825 \ubcc0\uc218\uac00 \ubaa8\ub450 \ud3ec\ud568\ub418\uba70, \ubaa8\ub378\uc740 \uc785\ub825\uc744 \ucd9c\ub825\uc5d0 \ub9e4\ud551\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc9c0\ub3c4 \ud559\uc2b5\uc740 \ubd84\ub958 \ubc0f \ud68c\uadc0\uc640 \uac19\uc740 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\ubd84\ub958\ub294 \ud658\uc790\uac00 \uc9c8\ubcd1\uc5d0 \uac78\ub838\ub294\uc9c0 \uc5ec\ubd80\uc640 \uac19\uc740 \ubc94\uc8fc\ud615 \ucd9c\ub825 \ubcc0\uc218\ub97c \uc608\uce21\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud68c\uadc0\ub294 \uc8fc\ud0dd \uac00\uaca9\uacfc \uac19\uc740 \uc5f0\uc18d\ud615 \ucd9c\ub825 \ubcc0\uc218\ub97c \uc608\uce21\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ube44\uc9c0\ub3c4 \ud559\uc2b5<\/h3>\n<p>\ube44\uac10\ub3c5 \ud559\uc2b5\uc740 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ucf1c \ub370\uc774\ud130 \ub0b4\uc758 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ucc3e\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud55c \uc720\ud615\uc785\ub2c8\ub2e4. \uac10\ub3c5 \ud559\uc2b5\uacfc \ub2ec\ub9ac \uc608\uce21\ud574\uc57c \ud560 \ucd9c\ub825 \ubcc0\uc218\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \ube44\uac10\ub3c5 \ud559\uc2b5\uc740 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc0f \ucc28\uc6d0 \ucd95\uc18c\uc640 \uac19\uc740 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uc720\uc0ac\ud55c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub4e4\uc744 \ud568\uaed8 \uadf8\ub8f9\ud654\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ucc28\uc6d0 \ucd95\uc18c\ub294 \uac00\uc7a5 \uc911\uc694\ud55c \uc815\ubcf4\ub97c \uc720\uc9c0\ud558\uba74\uc11c \uc785\ub825 \ubcc0\uc218\uc758 \uc218\ub97c \uc904\uc774\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uac15\ud654 \ud559\uc2b5<\/h3>\n<p>\uac15\ud654 \ud559\uc2b5\uc740 \ubcf4\uc0c1 \uc2e0\ud638\ub97c \ucd5c\ub300\ud654\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ud658\uacbd\uc5d0\uc11c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\ub3c4\ub85d \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud55c \uc720\ud615\uc785\ub2c8\ub2e4. \ubaa8\ub378\uc740 \uc2dc\ud589\ucc29\uc624\ub97c \ud1b5\ud574 \ud559\uc2b5\ud558\uba70, \uc790\uc2e0\uc758 \ud589\ub3d9\uc5d0 \ub300\ud55c \ubcf4\uc0c1\uc774\ub098 \ucc98\ubc8c \ud615\ud0dc\uc758 \ud53c\ub4dc\ubc31\uc744 \ubc1b\uc2b5\ub2c8\ub2e4. \uac15\ud654 \ud559\uc2b5\uc740 \uac8c\uc784 \ud50c\ub808\uc774\ub098 \ub85c\ubd07 \uacf5\ud559 \ub4f1\uc758 \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc608\uce21\uc744 \ud558\uace0 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ucc3e\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc774\ud574\ud558\uba74 \ud2b9\uc815 \ubb38\uc81c\uc5d0 \uc801\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uc2dc\uac01\ud654 \uae30\ubc95<\/h2>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \uac00\uc7a5 \uc911\uc694\ud55c \ub2a5\ub825 \uc911 \ud558\ub098\ub294 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \uc774\ub7ec\ud55c \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ud45c\ud604\ud568\uc73c\ub85c\uc368 \ubcf5\uc7a1\ud55c \uc815\ubcf4\ub97c \ub354 \uc27d\uac8c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uac00\uc7a5 \uc911\uc694\ud55c \ub370\uc774\ud130 \uc2dc\uac01\ud654 \uae30\ubc95\uacfc \ub3c4\uad6c \uba87 \uac00\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc2dc\uac01\ud654 \ub3c4\uad6c<\/h3>\n<p>\ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uae30 \uc788\ub294 \uc635\uc158\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud14c\uc774\ube14<\/strong>\uac15\ub825\ud55c \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub85c, \uc778\ud130\ub799\ud2f0\ube0c \ub300\uc2dc\ubcf4\ub4dc\uc640 \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ud30c\uc6cc BI<\/strong>\ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d \uc11c\ube44\uc2a4\ub85c, \ub300\ud654\ud615 \uc2dc\uac01\ud654 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>D3.js<\/strong>\uc6f9 \ube0c\ub77c\uc6b0\uc800\uc5d0\uc11c \ub3d9\uc801\uc774\uace0 \uc0c1\ud638\uc791\uc6a9\uc801\uc778 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc0dd\uc131\ud558\uae30 \uc704\ud55c \uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>Matplotlib<\/strong>: \uc815\uc801\uc774\uace0 \ucd9c\ud310 \ud488\uc9c8\uc758 \uc2dc\uac01\ud654\ub97c \uc0dd\uc131\ud558\uae30 \uc704\ud55c \ud30c\uc774\uc36c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uac01 \ub3c4\uad6c\ub294 \uc7a5\ub2e8\uc810\uc774 \uc788\uc73c\uba70, \uc5b4\ub5a4 \ub3c4\uad6c\uac00 \uac00\uc7a5 \uc801\ud569\ud55c\uc9c0\ub294 \uc0ac\uc6a9\uc790\uc758 \uad6c\uccb4\uc801\uc778 \uc694\uad6c \uc0ac\ud56d\uacfc \uc120\ud638\ub3c4\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud574\ubcf4\uace0 \uc790\uc2e0\uc5d0\uac8c \uac00\uc7a5 \uc798 \ub9de\ub294 \ub3c4\uad6c\ub97c \ucc3e\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \uc2a4\ud1a0\ub9ac\ud154\ub9c1<\/h3>\n<p>\ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \ub2e8\uc21c\ud788 \ubcf4\uae30 \uc88b\uc740 \uadf8\ub9bc\uc744 \ub9cc\ub4dc\ub294 \uac83\ub9cc\uc774 \uc544\ub2d9\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc774\uc57c\uae30\ub97c \uc804\ub2ec\ud558\ub294 \uac83\uc774\uae30\ub3c4 \ud569\ub2c8\ub2e4. \uc88b\uc740 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \ubcf4\ub294 \uc0ac\ub78c\uc5d0\uac8c \uba85\ud655\ud55c \uba54\uc2dc\uc9c0\ub098 \ud1b5\ucc30\ub825\uc744 \uc804\ub2ec\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \uc804\ub2ec\ud558\uace0\uc790 \ud558\ub294 \uc774\uc57c\uae30\uc640 \uadf8 \uc774\uc57c\uae30\ub97c \uac00\uc7a5 \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc2e0\uc911\ud558\uac8c \uace0\ubbfc\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc911\uc694\ud55c \uace0\ub824 \uc0ac\ud56d \uc911 \ud558\ub098\ub294 \uc2dc\uac01\ud654 \uc720\ud615 \uc120\ud0dd\uc785\ub2c8\ub2e4. \uc2dc\uac01\ud654 \uc720\ud615\uc740 \ub370\uc774\ud130 \uc720\ud615\uacfc \ub3c4\ucd9c\ud558\uace0\uc790 \ud558\ub294 \uc778\uc0ac\uc774\ud2b8\uc5d0 \ub530\ub77c \ub354 \uc801\ud569\ud55c \uacbd\uc6b0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc120 \uadf8\ub798\ud504\ub294 \uc2dc\uac04 \uacbd\uacfc\uc5d0 \ub530\ub978 \ucd94\uc138\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub370 \uac00\uc7a5 \uc801\ud569\ud560 \uc218 \uc788\uace0, \uc0b0\uc810\ub3c4\ub294 \ubcc0\uc218 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub370 \ub354 \uc801\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uac01\ud654 \ub514\uc790\uc778 \ub610\ud55c \uc911\uc694\ud55c \uace0\ub824 \uc0ac\ud56d\uc785\ub2c8\ub2e4. \uc0c9\uc0c1, \uae00\uaf34, \ub808\uc774\uc544\uc6c3\uc740 \ubaa8\ub450 \uc2dc\uccad\uc790\uc758 \uc778\uc2dd\uc5d0 \uc0c1\ub2f9\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\uc801\uc73c\ub85c \ubcf4\uae30 \uc88b\uc73c\uba74\uc11c\ub3c4 \uc758\ub3c4\ud55c \uba54\uc2dc\uc9c0\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \ub514\uc790\uc778\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud544\uc218\uc801\uc778 \uae30\uc220\uc785\ub2c8\ub2e4. \uc801\uc808\ud55c \ub3c4\uad6c\uc640 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uba74 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \ud1b5\ucc30\ub825\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ub2ec\ud558\uace0\uc790 \ud558\ub294 \uc774\uc57c\uae30\uc640 \uadf8 \uc774\uc57c\uae30\ub97c \uac00\uc7a5 \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \ubc29\ubc95\uc744 \uc2e0\uc911\ud558\uac8c \uace0\ubbfc\ud558\uace0, \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \ub514\uc790\uc778\uc744 \uc2e4\ud5d8\ud558\uc5ec \uc790\uc2e0\uc5d0\uac8c \uac00\uc7a5 \uc801\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \ucc3e\uc544\ubcf4\uc138\uc694.<\/p>\n<h2>\ube45\ub370\uc774\ud130 \uae30\uc220<\/h2>\n<p>\ub9e4\uc77c \uc0dd\uc131\ub418\ub294 \ub370\uc774\ud130 \uc591\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \uc99d\uac00\ud568\uc5d0 \ub530\ub77c, \uae30\uc5c5\ub4e4\uc740 \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \ube45\ub370\uc774\ud130 \uae30\uc220\uc744 \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ube45\ub370\uc774\ud130 \uae30\uc220\uc758 \ub450 \uac00\uc9c0 \uc911\uc694\ud55c \uce21\uba74\uc778 \ub370\uc774\ud130 \uc800\uc7a5 \uc194\ub8e8\uc158\uacfc \ubd84\uc0b0 \ucef4\ud4e8\ud305\uc5d0 \ub300\ud574 \ub17c\uc758\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \uc800\uc7a5 \uc194\ub8e8\uc158<\/h3>\n<p>\uae30\uc874\uc758 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ube45\ub370\uc774\ud130\uc758 \ubc29\ub300\ud55c \uc591, \ube60\ub978 \uc18d\ub3c4, \uadf8\ub9ac\uace0 \ub2e4\uc591\ud55c \ud615\ud0dc\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc801\ud569\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc774\uc720\ub85c \uae30\uc5c5\ub4e4\uc740 MongoDB, Cassandra, HBase\uc640 \uac19\uc740 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \ub208\uc744 \ub3cc\ub9ac\uace0 \uc788\uc2b5\ub2c8\ub2e4. NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ube44\uc815\ud615 \ubc0f \ubc18\uc815\ud615 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \uc5ec\ub7ec \uc11c\ubc84\uc5d0 \uac78\uccd0 \uc218\ud3c9 \ud655\uc7a5\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \uc778\uae30 \uc788\ub294 \ub370\uc774\ud130 \uc800\uc7a5 \uc194\ub8e8\uc158\uc740 \ud558\ub461 \ubd84\uc0b0 \ud30c\uc77c \uc2dc\uc2a4\ud15c(HDFS)\uc785\ub2c8\ub2e4. HDFS\ub294 \ub300\uc6a9\ub7c9 \ud30c\uc77c\uc744 \uc5ec\ub7ec \uc11c\ubc84\uc5d0 \ubd84\uc0b0 \uc800\uc7a5\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \uc624\ud508 \uc18c\uc2a4 \ube45 \ub370\uc774\ud130 \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\uc778 \uc544\ud30c\uce58 \ud558\ub461\uacfc \ud568\uaed8 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>\ubd84\uc0b0 \ucef4\ud4e8\ud305<\/h3>\n<p>\ube45\ub370\uc774\ud130 \ucc98\ub9ac\ub294 \uc791\uc5c5 \ubd80\ud558\ub97c \uc5ec\ub7ec \uc11c\ubc84\uc5d0 \ubd84\uc0b0\uc2dc\ud0a4\ub294 \ubd84\uc0b0 \ucef4\ud4e8\ud305 \ubc29\uc2dd\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uc544\ud30c\uce58 \ud558\ub461\uc740 \uae30\uc5c5\ub4e4\uc774 \uc77c\ubc18\uc801\uc778 \ud558\ub4dc\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\ub294 \uc778\uae30 \uc788\ub294 \ubd84\uc0b0 \ucef4\ud4e8\ud305 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4.<\/p>\n<p>Apache Spark\ub294 Hadoop\ubcf4\ub2e4 \ube60\ub978 \ucc98\ub9ac \uc18d\ub3c4\ub97c \uc81c\uacf5\ud558\ub294 \ub610 \ub2e4\ub978 \uc778\uae30 \uc788\ub294 \ubd84\uc0b0 \ucef4\ud4e8\ud305 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. Spark\ub294 \ubc30\uce58 \ucc98\ub9ac, \uc2a4\ud2b8\ub9bc \ucc98\ub9ac, \uba38\uc2e0 \ub7ec\ub2dd \ubc0f \uadf8\ub798\ud504 \ucc98\ub9ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud558\ub461\uacfc \uc2a4\ud30c\ud06c \uc678\uc5d0\ub3c4 \uc544\ud30c\uce58 \ud50c\ub9c1\ud06c, \uc544\ud30c\uce58 \uc2a4\ud1b0, \uc544\ud30c\uce58 \ube54\uacfc \uac19\uc740 \ub2e4\ub978 \ubd84\uc0b0 \ucef4\ud4e8\ud305 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uae30\uc5c5\uc5d0\uc11c \ube45\ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ube45\ub370\uc774\ud130 \uae30\uc220\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uacfc\ud559 \uc2e4\ubb34<\/h2>\n<p>\uc2e4\ubb34 \ub370\uc774\ud130 \uacfc\ud559\uc740 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0\uc790 \ud558\ub294 \ubaa8\ub4e0 \uc870\uc9c1\uc5d0 \ud544\uc218\uc801\uc778 \uc694\uc18c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc740 \ud1b5\uacc4\uc801 \ubc0f \uacc4\uc0b0\uc801 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\ubb34 \ub370\uc774\ud130 \uacfc\ud559\uc758 \uac1c\uc694\uc640 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c\uc758 \uc751\uc6a9 \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/p>\n<h3>\uc0b0\uc5c5 \uc751\uc6a9 \ubd84\uc57c<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \uc758\ub8cc, \uae08\uc735, \uc18c\ub9e4, \ub9c8\ucf00\ud305 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c\ub294 \ud658\uc790 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc9c8\ubcd1 \uc9c4\ub2e8 \ubc0f \uce58\ub8cc\uc5d0 \ub3c4\uc6c0\uc774 \ub418\ub294 \ucd94\uc138\uc640 \ud328\ud134\uc744 \ud30c\uc545\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c\ub294 \uae08\uc735 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ud22c\uc790 \uae30\ud68c\ub97c \ubc1c\uad74\ud558\uace0 \uc704\ud5d8\uc744 \uad00\ub9ac\ud558\ub294 \ub370 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc18c\ub9e4 \ubd84\uc57c\uc5d0\uc11c\ub294 \uace0\uac1d \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uad6c\ub9e4 \ud328\ud134\uacfc \uc120\ud638\ub3c4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub9c8\ucf00\ud305 \ubd84\uc57c\uc5d0\uc11c\ub294 \uace0\uac1d \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc804\ud658\uc728\uc774 \ub192\uc740 \ud0c0\uac9f\ud305 \ucea0\ud398\uc778\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>\uc0ac\ub840 \uc5f0\uad6c<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc758 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840\ub97c \ubcf4\uc5ec\uc8fc\ub294 \uc5f0\uad6c\ub294 \ub9ce\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub137\ud50c\ub9ad\uc2a4\ub294 \ub370\uc774\ud130 \uacfc\ud559\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub9de\ucda4\ud615 \ucd94\ucc9c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uac01 \uc0ac\uc6a9\uc790\uc758 \uad00\uc2ec\uc0ac\uc5d0 \ub9de\ub294 \uc601\ud654\uc640 TV \ud504\ub85c\uadf8\ub7a8\uc744 \ucd94\ucc9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ub7b5\uc740 \ub137\ud50c\ub9ad\uc2a4\uc758 \uace0\uac1d \uc720\uc9c0\uc728\uc744 \ub192\uc774\uace0 \uad6c\ub3c5\uc790 \uc218\ub97c \ub298\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \uc608\ub85c \uc2a4\ud3ec\uce20 \ubd84\uc57c\uc5d0\uc11c \ub370\uc774\ud130 \uacfc\ud559\uc744 \ud65c\uc6a9\ud558\ub294 \uc0ac\ub840\ub97c \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \ud504\ub85c \uc2a4\ud3ec\uce20 \ud300\ub4e4\uc774 \uc120\uc218\ub4e4\uc758 \uacbd\uae30\ub825 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uac1c\uc120\uc810\uc744 \ud30c\uc545\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130 \uacfc\ud559\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud300\ub4e4\uc740 \uc120\uc218 \uc601\uc785, \ud6c8\ub828, \uc804\uc220 \uc218\ub9bd\uc5d0 \uc788\uc5b4 \ub354 \ub098\uc740 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, NBA \ub18d\uad6c\ud300\uc778 \uace8\ub4e0 \uc2a4\ud14c\uc774\ud2b8 \uc6cc\ub9ac\uc5b4\uc2a4\ub294 \ub370\uc774\ud130 \uacfc\ud559\uc744 \ud65c\uc6a9\ud558\uc5ec \uc120\uc218\ub4e4\uc758 \uacbd\uae30\ub825 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uac1c\uc120\uc810\uc744 \ucc3e\uc544\ub0c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub178\ub825 \ub355\ubd84\uc5d0 \uc6cc\ub9ac\uc5b4\uc2a4\ub294 \uc5ec\ub7ec \ucc28\ub840 \uc6b0\uc2b9\uc744 \ucc28\uc9c0\ud558\uba70 NBA \uc5ed\uc0ac\uc0c1 \uac00\uc7a5 \uc131\uacf5\uc801\uc778 \ud300 \uc911 \ud558\ub098\ub85c \uc790\ub9ac\ub9e4\uae40\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc2e4\ubb34 \ub370\uc774\ud130 \uacfc\ud559\uc740 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\uace0\uc790 \ud558\ub294 \uc870\uc9c1\uc5d0\uac8c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub3c4\uac00 \ub192\uc73c\uba70, \uc870\uc9c1\uc758 \uc131\uacfc \ud5a5\uc0c1\uacfc \ubaa9\ud45c \ub2ec\uc131\uc5d0 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uacfc\ud559 \uace0\uae09 \uc8fc\uc81c<\/h2>\n<p>\ub370\uc774\ud130 \uacfc\ud559 \uc2e4\ub825\uc744 \ud55c \ub2e8\uacc4 \ub354 \ub192\uc774\uace0 \uc2f6\ub2e4\uba74 \uace0\uae09 \uc8fc\uc81c\ub97c \ud0d0\uad6c\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ud559\uc2b5\uc744 \uace0\ub824\ud574\uc57c \ud560 \ub370\uc774\ud130 \uacfc\ud559\uc758 \uc911\uc694\ud55c \uc138 \uac00\uc9c0 \uc601\uc5ed\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ub525\ub7ec\ub2dd<\/h3>\n<p>\ub525\ub7ec\ub2dd\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ubaa8\ub378\ub9c1\ud558\uace0 \ud574\uacb0\ud558\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubc0f \uc74c\uc131 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ub4f1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \ubc29\ub300\ud55c \ub370\uc774\ud130\uc640 \uc5f0\uc0b0 \ub2a5\ub825\uc744 \uc694\uad6c\ud558\uc9c0\ub9cc, \uae30\uc874 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\ubcf4\ub2e4 \ub354 \uc815\ud655\ud55c \uacb0\uacfc\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub525\ub7ec\ub2dd\uc744 \uc2dc\uc791\ud558\ub824\uba74 \uc2e0\uacbd\ub9dd, \uc5ed\uc804\ud30c, \ucd5c\uc801\ud654 \uae30\ubc95\uc5d0 \ub300\ud574 \ubc30\uc6cc\uc57c \ud569\ub2c8\ub2e4. \ub610\ud55c TensorFlow, Keras\uc640 \uac19\uc740 \ub525\ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c \uc0ac\uc6a9\ubc95\ub3c4 \uc775\ud600\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ubc30\uc6b0\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc628\ub77c\uc778 \uac15\uc88c\uc640 \ud29c\ud1a0\ub9ac\uc5bc\uc774 \ub9ce\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\ub3c4\ub85d \ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucd98 \uc5f0\uad6c \ubd84\uc57c\uc785\ub2c8\ub2e4. \ucc57\ubd07, \uac00\uc0c1 \ube44\uc11c \ubc0f \uc778\uac04\uacfc \uc720\uc0ac\ud55c \uc758\uc0ac\uc18c\ud1b5\uc774 \ud544\uc694\ud55c \uae30\ud0c0 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. NLP\uc5d0\ub294 \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac, \ud2b9\uc9d5 \ucd94\ucd9c, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uae30\uc220\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub97c \uc2dc\uc791\ud558\ub824\uba74 \ud1a0\ud070\ud654, \uc5b4\uac04 \ucd94\ucd9c, \ud45c\uc81c\uc5b4 \ucd94\ucd9c\uacfc \uac19\uc740 \ud14d\uc2a4\ud2b8 \ucc98\ub9ac \uae30\uc220\uc744 \ubc30\uc6cc\uc57c \ud569\ub2c8\ub2e4. \ub610\ud55c NLTK, spaCy\uc640 \uac19\uc740 NLP \ub77c\uc774\ube0c\ub7ec\ub9ac \uc0ac\uc6a9\ubc95\ub3c4 \uc775\ud600\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ubc30\uc6b0\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc628\ub77c\uc778 \uac15\uc88c\uc640 \ud29c\ud1a0\ub9ac\uc5bc\uc774 \ub9ce\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc2dc\uacc4\uc5f4 \ubd84\uc11d<\/h3>\n<p>\uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc740 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub454 \uc5f0\uad6c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uae08\uc735, \uacbd\uc81c \ubc0f \uc2dc\uac04\uc5d0 \ub530\ub77c \ubcc0\ud558\ub294 \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc5d0\ub294 \ucd94\uc138 \ubd84\uc11d, \uacc4\uc808 \ubd84\uc11d, \uc608\uce21 \ub4f1 \uc5ec\ub7ec \uae30\ubc95\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc744 \uc2dc\uc791\ud558\ub824\uba74 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130 \uad6c\uc870, \ud1b5\uacc4 \ubaa8\ub378 \ubc0f \uc608\uce21 \uae30\ubc95\uc5d0 \ub300\ud574 \ubc30\uc6cc\uc57c \ud569\ub2c8\ub2e4. \ub610\ud55c Prophet \ubc0f ARIMA\uc640 \uac19\uc740 \uc2dc\uacc4\uc5f4 \ubd84\uc11d \ub77c\uc774\ube0c\ub7ec\ub9ac \uc0ac\uc6a9\ubc95\ub3c4 \uc775\ud600\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ubc30\uc6b0\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc628\ub77c\uc778 \uac15\uc88c\uc640 \ud29c\ud1a0\ub9ac\uc5bc\uc774 \ub9ce\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc758 \uc774\ub7ec\ud55c \uace0\uae09 \uc8fc\uc81c\ub4e4\uc744 \ud559\uc2b5\ud568\uc73c\ub85c\uc368 \ub354\uc6b1 \uc219\ub828\ub418\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub370\uc774\ud130 \uacfc\ud559\uc790\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ud1b5\ud574 \ub354\uc6b1 \ubcf5\uc7a1\ud55c \ubb38\uc81c\uc5d0 \uc811\uadfc\ud558\uace0 \ub354\uc6b1 \uc815\ud655\ud55c \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8 \uad6c\ud604<\/h2>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \ub370\uc774\ud130 \uc18d\uc5d0 \uc228\uaca8\uc9c4 \ud1b5\ucc30\ub825\uc744 \uc774\ub04c\uc5b4\ub0b4\ub294 \ud601\uc2e0\uc801\uc778 \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\ub97c \uad6c\ud604\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uacfc\uc81c\uc77c \uc218 \uc788\uc9c0\ub9cc, \uc62c\ubc14\ub978 \uc811\uadfc \ubc29\uc2dd\uc744 \ucde8\ud55c\ub2e4\uba74 \ub9e4\uc6b0 \ubcf4\ub78c \uc788\ub294 \uacbd\ud5d8\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8 \uad6c\ud604\uc5d0 \uc788\uc5b4 \ud504\ub85c\uc81d\ud2b8 \uc218\uba85 \uc8fc\uae30, \ud300 \ud611\uc5c5, \uadf8\ub9ac\uace0 \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc5d0 \ub300\ud574 \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud504\ub85c\uc81d\ud2b8 \ub77c\uc774\ud504\uc0ac\uc774\ud074<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\uc758 \uc0dd\uba85\uc8fc\uae30\ub294 \ubb38\uc81c \uc815\uc758, \ub370\uc774\ud130 \uc218\uc9d1, \ub370\uc774\ud130 \uc900\ube44, \ub370\uc774\ud130 \ubaa8\ub378\ub9c1, \ubaa8\ub378 \ud3c9\uac00, \ubc30\ud3ec\uc758 \uc5ec\uc12f \ub2e8\uacc4\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uac01 \ub2e8\uacc4\ub294 \ud504\ub85c\uc81d\ud2b8 \uc131\uacf5\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubb38\uc81c \uc815\uc758 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ud574\uacb0\ud574\uc57c \ud560 \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud558\uace0 \ud504\ub85c\uc81d\ud2b8 \ubaa9\ud45c\ub97c \uc815\uc758\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc218\uc9d1\uc740 \ubb38\uc81c\uc640 \uad00\ub828\ub41c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uc900\ube44\ub294 \ubaa8\ub378\ub9c1\uc5d0 \uc801\ud569\ud558\ub3c4\ub85d \ub370\uc774\ud130\ub97c \uc815\uc81c\ud558\uace0 \ubcc0\ud658\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ubaa8\ub378\ub9c1\uc740 \ubb38\uc81c\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ubaa8\ub378 \ud3c9\uac00\ub294 \ubaa8\ub378\uc758 \uc815\ud655\uc131\uacfc \uc131\ub2a5\uc744 \ud14c\uc2a4\ud2b8\ud558\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ubc30\ud3ec\ub294 \ubaa8\ub378\uc744 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc5d0 \ud1b5\ud569\ud558\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ud300 \ud611\uc5c5<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\uc5d0\ub294 \ub2e4\uc591\ud55c \uae30\uc220\uacfc \uc804\ubb38\uc131\uc744 \uac16\ucd98 \uc804\ubb38\uac00 \ud300\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ud300\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790, \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4, \ub3c4\uba54\uc778 \uc804\ubb38\uac00 \ubc0f \ud504\ub85c\uc81d\ud2b8 \uad00\ub9ac\uc790\ub85c \uad6c\uc131\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc790\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub294 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ub370\uc774\ud130\ub97c \uc218\uc9d1, \uc815\uc81c \ubc0f \ubcc0\ud658\ud558\ub294 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \ub3c4\uba54\uc778 \uc804\ubb38\uac00\ub294 \ubb38\uc81c \uc601\uc5ed\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud504\ub85c\uc81d\ud2b8 \uad00\ub9ac\uc790\ub294 \ud504\ub85c\uc81d\ud2b8\uc758 \uc77c\uc815, \uc608\uc0b0 \ubc0f \uc790\uc6d0\uc744 \uad00\ub9ac\ud558\ub294 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \ud504\ub85c\uc81d\ud2b8\ub97c \uc815\ud574\uc9c4 \uc2dc\uac04\uacfc \uc608\uc0b0 \ub0b4\uc5d0\uc11c \uc644\ub8cc\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud300 \ud611\uc5c5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc560\uc790\uc77c \ubc29\ubc95\ub860<\/h3>\n<p>\uc560\uc790\uc77c \ubc29\ubc95\ub860\uc740 \uc720\uc5f0\uc131, \ud611\uc5c5, \uadf8\ub9ac\uace0 \uace0\uac1d \ub9cc\uc871\uc744 \uac15\uc870\ud558\ub294 \ud504\ub85c\uc81d\ud2b8 \uad00\ub9ac \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc740 \uc0c8\ub85c\uc6b4 \uc778\uc0ac\uc774\ud2b8\uac00 \ubc1c\uacac\ub428\uc5d0 \ub530\ub77c \ud504\ub85c\uc81d\ud2b8 \ubc94\uc704\uc640 \uc694\uad6c\uc0ac\ud56d\uc744 \ubcc0\uacbd\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\uc5d0 \ub9e4\uc6b0 \uc801\ud569\ud569\ub2c8\ub2e4. \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc740 \ud504\ub85c\uc81d\ud2b8\ub97c \uc2a4\ud504\ub9b0\ud2b8\ub77c\uace0 \ud558\ub294 \ub354 \uc791\uc740 \uc791\uc5c5\ub4e4\ub85c \ub098\ub204\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uac01 \uc2a4\ud504\ub9b0\ud2b8\ub294 \uc77c\ubc18\uc801\uc73c\ub85c 2~4\uc8fc \uc815\ub3c4\uc758 \uc9e7\uc740 \uae30\uac04 \ub0b4\uc5d0 \uc644\ub8cc\ub429\ub2c8\ub2e4. \uac01 \uc2a4\ud504\ub9b0\ud2b8\uac00 \ub05d\ub0a0 \ub54c\ub9c8\ub2e4 \ud300\uc740 \uc9c4\ud589 \uc0c1\ud669\uc744 \uac80\ud1a0\ud558\uace0 \uadf8\uc5d0 \ub530\ub77c \ud504\ub85c\uc81d\ud2b8 \ubc94\uc704\uc640 \uc694\uad6c\uc0ac\ud56d\uc744 \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uc218\ud589\ud558\ub824\uba74 \uc798 \uc815\uc758\ub41c \ud504\ub85c\uc81d\ud2b8 \uc218\uba85 \uc8fc\uae30, \ud6a8\uacfc\uc801\uc778 \ud300 \ud611\uc5c5, \uadf8\ub9ac\uace0 \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \uc138 \uac00\uc9c0 \uc694\uc18c\uac00 \uac16\ucdb0\uc9c0\uba74 \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uc644\ub8cc\ud558\uc5ec \uae30\uc5c5 \ud601\uc2e0\uc5d0 \uae30\uc5ec\ud560 \uc218 \uc788\ub294 \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c \uacbd\ub825 \uacbd\ub85c<\/h2>\n<p>\ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \ubd84\uc57c\uc778 \ub370\uc774\ud130 \uacfc\ud559\uc740 \ud48d\ubd80\ud55c \ucde8\uc5c5 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uc131\uacf5\uc801\uc778 \uacbd\ub825\uc744 \uc313\uae30 \uc704\ud55c \uad50\uc721 \uc694\uac74, \ucde8\uc5c5 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad6c\ucd95 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uad50\uc721 \uc694\uac74<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc790\uac00 \ub418\ub824\uba74 \uc77c\ubc18\uc801\uc73c\ub85c \uc218\ud559, \ud1b5\uacc4\ud559, \ucef4\ud4e8\ud130 \uacfc\ud559\uc5d0 \ub300\ud55c \ud0c4\ud0c4\ud55c \uae30\ucd08 \uc9c0\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \ub370\uc774\ud130 \uacfc\ud559\uc790\ub294 \ucef4\ud4e8\ud130 \uacfc\ud559, \ud1b5\uacc4\ud559 \ub610\ub294 \uc218\ud559\uacfc \uac19\uc740 \uad00\ub828 \ubd84\uc57c\uc5d0\uc11c \ucd5c\uc18c \ud559\uc0ac \ud559\uc704\ub97c \uc18c\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub9ce\uc740 \uace0\uc6a9\uc8fc\ub4e4\uc740 \uc2e4\ubb34 \uacbd\ud5d8\uc744 \uc911\uc694\ud558\uac8c \uc5ec\uae30\uba70, \ube44\uc804\ud1b5\uc801\uc778 \uad50\uc721 \ubc30\uacbd\uc744 \uac00\uc9c4 \uc9c0\uc6d0\uc790\ub3c4 \ucc44\uc6a9\ud558\ub294 \uacbd\uc6b0\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc815\uaddc \uad50\uc721 \uc678\uc5d0\ub3c4 \ud574\ub2f9 \ubd84\uc57c\uc758 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\uc640 \uae30\uc220\uc744 \uafb8\uc900\ud788 \ud30c\uc545\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc5c5\uacc4 \ucee8\ud37c\ub7f0\uc2a4\uc5d0 \ucc38\uc11d\ud558\uac70\ub098, \uc628\ub77c\uc778 \uac15\uc88c\ub97c \uc218\uac15\ud558\uac70\ub098, \uc11d\uc0ac \ub610\ub294 \ubc15\uc0ac \ud559\uc704\ub97c \ucde8\ub4dd\ud558\ub294 \ub4f1\uc758 \ubc29\ubc95\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uace0\uc6a9 \uc2dc\uc7a5 \ub3d9\ud5a5<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc790 \ucc44\uc6a9 \uc2dc\uc7a5\uc740 \uae30\uc5c5\ub4e4\uc774 \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\ub824\ub294 \uc6c0\uc9c1\uc784\uc774 \ucee4\uc9c0\uba74\uc11c \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\uad6d \ub178\ub3d9\ud1b5\uacc4\uad6d\uc5d0 \ub530\ub974\uba74 \ub370\uc774\ud130 \uacfc\ud559\uc790\ub97c \ud3ec\ud568\ud55c \ucef4\ud4e8\ud130 \ubc0f \uc815\ubcf4 \uc5f0\uad6c \uacfc\ud559\uc790 \uc9c1\uc885\uc758 \uace0\uc6a9\uc740 2019\ub144\ubd80\ud130 2029\ub144\uae4c\uc9c0 15% \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, \uc774\ub294 \ubaa8\ub4e0 \uc9c1\uc885\uc758 \ud3c9\uade0 \uc99d\uac00\uc728\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub978 \uc18d\ub3c4\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub6f0\uc5b4\ub09c \uae30\uc220\ub825 \uc678\uc5d0\ub3c4, \uace0\uc6a9\uc8fc\ub4e4\uc740 \ud0c1\uc6d4\ud55c \uc758\uc0ac\uc18c\ud1b5 \ub2a5\ub825\uacfc \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \uac16\ucd98 \ud6c4\ubcf4\uc790\ub97c \ucc3e\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc774 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc5d0 \uc810\uc810 \ub354 \ub9ce\uc774 \ud1b5\ud569\ub428\uc5d0 \ub530\ub77c, \ub370\uc774\ud130 \uacfc\ud559\uc790\ub294 \ube44\uc804\ubb38\uac00 \uc774\ud574\uad00\uacc4\uc790\ub4e4\uc5d0\uac8c \uc790\uc2e0\uc758 \uc5f0\uad6c \uacb0\uacfc\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad6c\ucd95\ud558\uae30<\/h3>\n<p>\ud0c4\ud0c4\ud55c \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc740 \uc7a0\uc7ac\uc801 \uace0\uc6a9\uc8fc\uc5d0\uac8c \uc790\uc2e0\uc758 \uae30\uc220\uacfc \uacbd\ud5d8\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\ub97c \uc644\ub8cc\ud558\uac70\ub098, \uc624\ud508 \uc18c\uc2a4 \ud504\ub85c\uc81d\ud2b8\uc5d0 \uae30\uc5ec\ud558\uac70\ub098, \ub370\uc774\ud130 \uacfc\ud559 \uacbd\uc9c4 \ub300\ud68c\uc5d0 \ucc38\uac00\ud558\ub294 \uac83 \ub4f1\uc774 \uc774\ub7ec\ud55c \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad6c\ucd95\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\ucd95\ud560 \ub54c\ub294 \uc591\ubcf4\ub2e4 \uc9c8\uc5d0 \uc9d1\uc911\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud2b9\uc815 \ubd84\uc57c\uc5d0 \ub300\ud55c \uc804\ubb38\uc131\uc744 \ubcf4\uc5ec\uc8fc\uace0 \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \ubd80\uac01\ud558\ub294 \ud504\ub85c\uc81d\ud2b8\ub97c \uc120\ud0dd\ud558\uc138\uc694. \uc0ac\uace0 \uacfc\uc815\uacfc \ubc29\ubc95\ub860\uc744 \uba85\ud655\ud558\uac8c \uc124\uba85\ud558\uace0, \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud65c\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ud301\ub4e4\uc744 \ub530\ub974\uba74 \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uc131\uacf5\uc801\uc778 \uacbd\ub825\uc744 \uc313\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc801\uc808\ud55c \uad50\uc721, \uacbd\ud5d8, \uadf8\ub9ac\uace0 \uc18c\ud1b5 \ub2a5\ub825\uc744 \uac16\ucd94\uba74 \uc870\uc9c1\uc774 \ub370\uc774\ud130\uc758 \uac00\uce58\ub97c \uadf9\ub300\ud654\ud558\uace0 \ub354 \ub098\uc740 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub97c \ucc3d\ucd9c\ud558\ub3c4\ub85d \ub3c4\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n<h3>\ub370\uc774\ud130 \uacfc\ud559\uc758 \uae30\uc6d0\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \ud1b5\uacc4\ud559, \ucef4\ud4e8\ud130 \uacfc\ud559 \ubc0f \ud2b9\uc815 \ubd84\uc57c \uc9c0\uc2dd\uc5d0 \ubfcc\ub9ac\ub97c \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. &quot;\ub370\uc774\ud130 \uacfc\ud559&quot;\uc774\ub77c\ub294 \uc6a9\uc5b4\ub294 2008\ub144\uc5d0 \ucc98\uc74c \ub9cc\ub4e4\uc5b4\uc84c\uc9c0\ub9cc, \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ud1b5\ucc30\ub825\uc744 \ucd94\ucd9c\ud558\ub294 \ud589\uc704\ub294 \ucef4\ud4e8\ud130 \ucd08\ucc3d\uae30\ubd80\ud130 \uc874\uc7ac\ud574 \uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \uacfc\ud559\uc740 \uc2dc\uac04\uc774 \ud750\ub974\uba74\uc11c \uc5b4\ub5bb\uac8c \ubc1c\uc804\ud574 \uc654\uc744\uae4c\uc694?<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \ub2e8\uc21c\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c \ud1b5\uacc4\ud559, \ucef4\ud4e8\ud130 \uacfc\ud559, \uadf8\ub9ac\uace0 \ud2b9\uc815 \ubd84\uc57c \uc9c0\uc2dd\uc744 \uc544\uc6b0\ub974\ub294 \ubcf5\uc7a1\ud55c \ud559\uc81c \uac04 \ubd84\uc57c\ub85c \ubc1c\uc804\ud588\uc2b5\ub2c8\ub2e4. \ube45\ub370\uc774\ud130\uc758 \ub4f1\uc7a5\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc73c\ub85c \ub370\uc774\ud130 \uacfc\ud559\uc740 \ub354\uc6b1 \ubcf5\uc7a1\ud558\uace0 \uc815\uad50\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ucd5c\uadfc \ub370\uc774\ud130 \uacfc\ud559\uc774 \uc778\uae30\ub97c \uc5bb\uac8c \ub41c \uc774\uc720\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \ub370\uc774\ud130\uc758 \ud3ed\ubc1c\uc801\uc778 \uc99d\uac00\uc640 \uadf8\ub85c\ubd80\ud130 \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud574\uc57c \ud558\ub294 \ud544\uc694\uc131 \ub54c\ubb38\uc5d0 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ube45\ub370\uc774\ud130\uc758 \ub4f1\uc7a5\uacfc \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815\uc758 \uc911\uc694\uc131\uc774 \ucee4\uc9d0\uc5d0 \ub530\ub77c \ub370\uc774\ud130 \uacfc\ud559\uc740 \uae30\uc5c5\uacfc \uc870\uc9c1\uc5d0 \ud544\uc218\uc801\uc778 \uc5ed\ub7c9\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ubb3c\ub9ac\ud559 \ubd84\uc57c\uc5d0\uc11c \ub370\uc774\ud130 \uacfc\ud559\uc774 \uc77c\ubc18\uc801\uc73c\ub85c \uc801\uc6a9\ub418\ub294 \ubd84\uc57c\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc740 \uc785\uc790 \ubb3c\ub9ac\ud559, \ucc9c\uccb4 \ubb3c\ub9ac\ud559, \uc751\uc9d1 \ubb3c\uc9c8 \ubb3c\ub9ac\ud559\uc744 \ud3ec\ud568\ud55c \ubb3c\ub9ac\ud559 \ubd84\uc57c\uc5d0\uc11c \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc740 \uc2e4\ud5d8\uacfc \uc2dc\ubbac\ub808\uc774\uc158\uc5d0\uc11c \uc5bb\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uace0, \ud1b5\ucc30\ub825\uc744 \ub3c4\ucd9c\ud558\uba70, \uc608\uce21\uc744 \ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \uacfc\ud559\uc744 \ucc98\uc74c \uc811\ud560 \ub54c \uc54c\uc544\uc57c \ud560 \uae30\ubcf8 \uac1c\ub150\uc740 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc758 \uae30\ucd08 \uac1c\ub150\uc5d0\ub294 \ud1b5\uacc4, \ud504\ub85c\uadf8\ub798\ubc0d, \uc790\ub8cc \uad6c\uc870, \uc54c\uace0\ub9ac\uc998, \uba38\uc2e0 \ub7ec\ub2dd, \uadf8\ub9ac\uace0 \ud2b9\uc815 \ubd84\uc57c \uc9c0\uc2dd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uc131\uacf5\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc774\ub7ec\ud55c \uac1c\ub150\ub4e4\uc744 \ud0c4\ud0c4\ud558\uac8c \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \uacfc\ud559\uc790\uc758 \uc77c\ubc18\uc801\uc778 \uc5f0\ubd09 \ubc94\uc704\ub294 \uc5b4\ub5bb\uac8c \ub418\ub098\uc694?<\/h3>\n<p>\ub370\uc774\ud130 \uacfc\ud559\uc790\uc758 \uc5f0\ubd09\uc740 \uc9c0\uc5ed, \uacbd\ub825, \uc0b0\uc5c5 \ubd84\uc57c\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. 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