{"id":15147,"date":"2023-12-17T12:52:16","date_gmt":"2023-12-17T20:52:16","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15147"},"modified":"2025-06-04T02:43:37","modified_gmt":"2025-06-04T09:43:37","slug":"what-is-data-analysis","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/what-is-data-analysis\/","title":{"rendered":"\ub370\uc774\ud130 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694? \uc5f0\uad6c \uc720\ud615, \ubc29\ubc95 \ubc0f \ub3c4\uad6c"},"content":{"rendered":"<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub370\uc774\ud130\ub97c \uc815\ub9ac, \ubcc0\ud658, \ud574\uc11d\ud558\uc5ec \uc778\uc0ac\uc774\ud2b8, \ud328\ud134, \ud2b8\ub80c\ub4dc\ub97c \ubc1c\uacac\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0\uc11c \uc758\uc0ac \uacb0\uc815, \ubb38\uc81c \ud574\uacb0, \ud601\uc2e0 \ucd94\uc9c4\uc5d0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p>\uc774 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c\ub294 \uc77c\ubc18\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95\uc5d0 \ub300\ud574 \ub17c\uc758\ud558\uace0, \uc815\ub7c9\uc801 \ub370\uc774\ud130\uc640 \uc815\uc131\uc801 \ub370\uc774\ud130\uc758 \ucc28\uc774\uc810\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0b4\ud3b4\ubcf4\uace0, \uc870\uc9c1 \uc804\ubc18\uc5d0\uc11c \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc911\uc694\uc131\uc744 \uc124\uba85\ud558\uace0, \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \uc815\ud655\ud55c \ubc29\ubc95\uc5d0 \ub300\ud574 \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<p><span style=\"font-weight: 400\">\uc774 \uacfc\uc815\uc744 \ub9c8\uce58\uba74 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uadf8 \uc751\uc6a9\uc5d0 \ub300\ud574 \ub354 \uae4a\uc774 \uc774\ud574\ud558\uace0, \ub370\uc774\ud130\uc758 \ud798\uc744 \ud65c\uc6a9\ud558\uc5ec \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h2>\ub370\uc774\ud130 \ubd84\uc11d\uc774 \uc911\uc694\ud55c \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub2e4\uc591\ud55c \uc601\uc5ed\uacfc \uc0b0\uc5c5\uc5d0\uc11c \uc911\uc694\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub2e4\uc74c\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>\uc758\uc0ac \uacb0\uc815<\/b><span style=\"font-weight: 400\">: \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\ub294 \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uc5ec \uc870\uc9c1\uc774 \ub354 \ub098\uc740 \uacb0\uacfc\ub97c \uc704\ud574 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc120\ud0dd\uc744 \ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ubb38\uc81c \ud574\uacb0<\/b><span style=\"font-weight: 400\">: \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uadfc\ubcf8 \uc6d0\uc778\uc744 \ud30c\uc545\ud558\uace0, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uac10\uc9c0\ud558\uace0, \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \ub192\uc5ec \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uc131\ub2a5 \ud3c9\uac00<\/b><span style=\"font-weight: 400\">: \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc870\uc9c1\uc740 \ud575\uc2ec \uc131\uacfc \uc9c0\ud45c(KPI) \ubc0f \uae30\ud0c0 \uad00\ub828 \uba54\ud2b8\ub9ad\uc744 \ubd84\uc11d\ud558\uc5ec \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0, \uc9c4\ud589 \uc0c1\ud669\uc744 \ucd94\uc801\ud558\uace0, \uc131\uacf5\uc744 \uce21\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uc778\uc0ac\uc774\ud2b8 \uc218\uc9d1<\/b><span style=\"font-weight: 400\">: \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\ub294 \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud558\uc5ec \uae30\uc5c5\uc774 \uace0\uac1d\uc758 \uc694\uad6c\uc640 \uc2dc\uc7a5 \uc218\uc694\uc5d0 \ubd80\ud569\ud558\ub294 \uc0c8\ub85c\uc6b4 \uc81c\ud488, \uc11c\ube44\uc2a4 \ubc0f \uc804\ub7b5\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uc704\ud5d8 \uad00\ub9ac<\/b><span style=\"font-weight: 400\">: \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc704\ud5d8 \uc694\uc18c\ub97c \uc2dd\ubcc4\ud558\uace0 \uc7a0\uc7ac\uc801\uc778 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud55c \uc0ac\uc804 \uc870\uce58\ub97c \uac00\ub2a5\ud558\uac8c \ud568\uc73c\ub85c\uc368 \uc704\ud5d8\uc744 \uc644\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc740 \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\uace0 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud558\uba70 \uc218\uc775\uc5d0 \uae0d\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ub354 \ud604\uba85\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\uc815\ub7c9\uc801 \ub370\uc774\ud130\uc640 \uc815\uc131\uc801 \ub370\uc774\ud130 \ube44\uad50<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc815\ub7c9\uc801 \ub370\uc774\ud130\uc640 \uc815\uc131\uc801 \ub370\uc774\ud130\ub77c\ub294 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ub370\uc774\ud130\ub97c \uc811\ud558\uac8c \ub429\ub2c8\ub2e4. \uc801\uc808\ud55c \ubd84\uc11d \ubc29\ubc95\uc744 \uc120\ud0dd\ud558\uace0 \uc758\ubbf8 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud558\ub824\uba74 \uc774 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ub370\uc774\ud130\uc758 \ucc28\uc774\uc810\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc815\ub7c9\uc801 \ub370\uc774\ud130\uc640 \uc815\uc131\uc801 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uac1c\uc694\uc785\ub2c8\ub2e4:<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\uc815\ub7c9\uc801 \ub370\uc774\ud130<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc815\ub7c9\uc801 \ub370\uc774\ud130\ub294 \uc218\uce58\ub85c \ud45c\uc2dc\ub418\uba70 \uc218\ub7c9 \ub610\ub294 \uce21\uc815\uac12\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc124\ubb38\uc870\uc0ac, \uc2e4\ud5d8 \ubc0f \uc9c1\uc811 \uce21\uc815\uc744 \ud1b5\ud574 \uc218\uc9d1\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ub370\uc774\ud130\ub294 \uc138\uace0, \uce21\uc815\ud558\uace0, \uc218\ud559\uc801 \uacc4\uc0b0\uc744 \ud560 \uc218 \uc788\ub2e4\ub294 \ud2b9\uc9d5\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc815\ub7c9\uc801 \ub370\uc774\ud130\uc758 \uc608\ub85c\ub294 \ub098\uc774, \ud0a4, \ub9e4\ucd9c \uc218\uce58, \uc2dc\ud5d8 \uc810\uc218, \uc6f9\uc0ac\uc774\ud2b8 \uc0ac\uc6a9\uc790 \uc218 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc815\ub7c9\uc801 \ub370\uc774\ud130\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud2b9\uc9d5\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li><b>\uc22b\uc790<\/b><span style=\"font-weight: 400\">: \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub294 \uc218\ud559\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \uc870\uc791\ud560 \uc218 \uc788\ub294 \uc218\uce58\ub85c \ud45c\ud604\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\ubaa9\ud45c<\/b><span style=\"font-weight: 400\">: \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub294 \uac1d\uad00\uc801\uc774\uba70 \uac1c\uc778\uc758 \ud574\uc11d\uacfc \ubb34\uad00\ud558\uac8c \uce21\uc815\ud558\uace0 \uac80\uc99d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\ud1b5\uacc4 \ubd84\uc11d<\/b><span style=\"font-weight: 400\">: \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub294 \ud1b5\uacc4 \ubd84\uc11d\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \uc124\uba85 \ud1b5\uacc4, \uc0c1\uad00 \uad00\uacc4 \ubd84\uc11d, \ud68c\uadc0 \ubd84\uc11d, \uac00\uc124 \ud14c\uc2a4\ud2b8 \ub4f1 \ub2e4\uc591\ud55c \ud1b5\uacc4 \uae30\ubc95\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\uc77c\ubc18\ud654 \uac00\ub2a5\uc131<\/b><span style=\"font-weight: 400\">: \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub294 \uc885\uc885 \uc870\uc0ac \uacb0\uacfc\ub97c \ub354 \ub9ce\uc740 \uc9d1\ub2e8\uc5d0 \uc77c\ubc18\ud654\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc608\uce21\uc744 \ud558\uace0, \ud655\ub960\uc744 \ucd94\uc815\ud558\uace0, \ud1b5\uacc4\uc801 \ucd94\ub860\uc744 \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400\">\uc815\uc131\uc801 \ub370\uc774\ud130<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ubc18\uba74\uc5d0 \uc815\uc131\uc801 \ub370\uc774\ud130\ub294 \uc22b\uc790\ub85c \ud45c\uc2dc\ub418\uc9c0 \uc54a\uc73c\uba70 \uc778\ud130\ubdf0, \uad00\ucc30, \uac1c\ubc29\ud615 \uc124\ubb38\uc870\uc0ac \uc9c8\ubb38\uc744 \ud1b5\ud574 \uc218\uc9d1\ub429\ub2c8\ub2e4. \uc0ac\ub78c\ub4e4\uc758 \uc758\uacac, \ud0dc\ub3c4, \uacbd\ud5d8, \ud589\ub3d9\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30 \uc704\ud574 \ud48d\ubd80\ud558\uace0 \uc124\uba85\uc801\uc774\uba70 \uc8fc\uad00\uc801\uc778 \uc815\ubcf4\ub97c \uc218\uc9d1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc815\uc131\uc801 \ub370\uc774\ud130\uc758 \uc608\ub85c\ub294 \uc778\ud130\ubdf0 \uae30\ub85d, \ud604\uc7a5 \uba54\ubaa8, \uc124\ubb38\uc870\uc0ac \uc751\ub2f5, \uace0\uac1d \ud53c\ub4dc\ubc31 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc815\uc131\uc801 \ub370\uc774\ud130\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud2b9\uc9d5\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li><b>\uc124\uba85<\/b><span style=\"font-weight: 400\">: \uc815\uc131\uc801 \ub370\uc774\ud130\ub294 \ud604\uc0c1\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc124\uba85, \uc11c\uc220 \ub610\ub294 \ud574\uc11d\uc744 \uc81c\uacf5\ud558\uba70, \uc885\uc885 \ub9e5\ub77d, \uac10\uc815 \ubc0f \ub258\uc559\uc2a4\ub97c \ud3ec\ucc29\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\uc8fc\uad00\uc801<\/b><span style=\"font-weight: 400\">: \uc815\uc131\uc801 \ub370\uc774\ud130\ub294 \uc8fc\uad00\uc801\uc774\uba70 \uac1c\uc778\uc758 \uad00\uc810, \uacbd\ud5d8, \ud574\uc11d\uc5d0 \uc601\ud5a5\uc744 \ubc1b\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\ud574\uc11d \ubd84\uc11d<\/b><span style=\"font-weight: 400\">: \uc815\uc131\uc801 \ub370\uc774\ud130\ub294 \uc8fc\uc81c \ubd84\uc11d, \ub0b4\uc6a9 \ubd84\uc11d, \ub2f4\ud654 \ubd84\uc11d\uacfc \uac19\uc740 \ud574\uc11d \uae30\ubc95\uc744 \ud1b5\ud574 \uc8fc\uc81c, \ud328\ud134, \uadfc\ubcf8\uc801\uc778 \uc758\ubbf8\ub97c \ubc1d\ud600\ub0b4\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\uc0c1\ud669\ubcc4 \uc774\ud574<\/b><span style=\"font-weight: 400\">: \uc815\uc131\uc801 \ub370\uc774\ud130\ub294 \uac1c\uc778\uc758 \uacbd\ud5d8\uacfc \ud589\ub3d9\uc744 \ud615\uc131\ud558\ub294 \uc0ac\ud68c\uc801, \ubb38\ud654\uc801, \ub9e5\ub77d\uc801 \uc694\uc778\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\ud48d\ubd80\ud55c \uc778\uc0ac\uc774\ud2b8<\/b><span style=\"font-weight: 400\">: \uc5f0\uad6c\uc790\ub294 \uc815\uc131\uc801 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ubcf5\uc7a1\ud55c \ud604\uc0c1\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uace0 \uc5f0\uad6c \uc9c8\ubb38\uc744 \ub354 \uae4a\uc774 \uc788\uac8c \ud0d0\uad6c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\uc694\uc57d\ud558\uc790\uba74, \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub294 \uc218\uce58\ub97c \ub098\ud0c0\ub0b4\uba70 \ud1b5\uacc4 \ubd84\uc11d\uc5d0 \uc801\ud569\ud55c \ubc18\uba74, \uc815\uc131\uc801 \ub370\uc774\ud130\ub294 \uc8fc\uad00\uc801\uc778 \uacbd\ud5d8\uc5d0 \ub300\ud55c \ud48d\ubd80\ud558\uace0 \uc11c\uc220\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uba70 \ud574\uc11d\uc801 \ubd84\uc11d \uae30\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc5f0\uad6c \ubc0f \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c \uc801\uc808\ud55c \ubd84\uc11d \ubc29\ubc95\uc744 \uc120\ud0dd\ud558\uace0 \uc758\ubbf8 \uc788\ub294 \uacb0\ub860\uc744 \ub3c4\ucd9c\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc815\ub7c9\uc801 \ub370\uc774\ud130\uc640 \uc815\uc131\uc801 \ub370\uc774\ud130\uc758 \ucc28\uc774\uc810\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d \uc720\ud615<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95 \uc720\ud615\uc5d0 \ub530\ub77c \uc0ac\uc6a9 \ubaa9\uc801\uc774 \ub2e4\ub985\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc124\uba85\uc801, \uc9c4\ub2e8\uc801, \uc608\uce21\uc801, \ucc98\ubc29\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ub124 \uac00\uc9c0 \uc720\ud615\uc744 \uc0b4\ud3b4\ubcf4\uace0 \uc774\ub97c \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294\uc9c0 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc124\uba85\uc801 \ubd84\uc11d<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc124\uba85\uc801 \ubd84\uc11d\uc5d0\ub294 \ub370\uc774\ud130 \uc9d1\ud569\uc758 \uc8fc\uc694 \ud2b9\uc131\uc744 \uc694\uc57d\ud558\uace0 \uc124\uba85\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc911\uc2ec \uacbd\ud5a5(\ud3c9\uade0, \uc911\uc559\uac12, \ubaa8\ub4dc), \ubd84\uc0b0(\ubd84\uc0b0, \ud45c\uc900 \ud3b8\ucc28), \uadf8\ub798\ud53d \ud45c\ud604(\ud788\uc2a4\ud1a0\uadf8\ub7a8, \ub9c9\ub300 \ucc28\ud2b8) \ub4f1\uc758 \uce21\uc815\uac12\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc885\ud569\uc801\uc73c\ub85c \uc774\ud574\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc18c\ub9e4\uc5c5\uc758 \uacbd\uc6b0 \uc124\uba85\uc801 \ubd84\uc11d\uc5d0\ub294 \ud310\ub9e4 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc6d4 \ud3c9\uade0 \ub9e4\ucd9c, \uc778\uae30 \uc81c\ud488 \ub610\ub294 \uc9c0\uc5ed\ubcc4 \ud310\ub9e4 \ubd84\ud3ec\ub97c \ud30c\uc545\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc9c4\ub2e8 \ubd84\uc11d<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc9c4\ub2e8 \ubd84\uc11d\uc740 \ud2b9\uc815 \uacb0\uacfc\ub098 \uc774\ubca4\ud2b8\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc6d0\uc778\uc774\ub098 \uc694\uc778\uc744 \uc774\ud574\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc870\uc0ac\ud558\uace0 \ub370\uc774\ud130\uc758 \ud328\ud134\uc774\ub098 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ud30c\uc545\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc9c4\ub2e8 \ubd84\uc11d\uc740 \uc885\uc885 \ud68c\uadc0 \ubd84\uc11d, \uc0c1\uad00\uad00\uacc4 \ubd84\uc11d, \uac00\uc124 \ud14c\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uad00\ucc30\ub41c \ud604\uc0c1\uc758 \uadfc\ubcf8\uc801\uc778 \uc774\uc720\ub97c \ubc1d\ud600\ub0c5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c \uc9c4\ub2e8 \ubd84\uc11d\uc740 \ud658\uc790\uc758 \uc7ac\uc785\uc6d0\uc5d0 \uae30\uc5ec\ud558\ub294 \uc694\uc778\uc744 \ud30c\uc545\ud558\uace0 \uce58\ub8cc \ud504\ub85c\uc138\uc2a4\uc758 \uc7a0\uc7ac\uc801\uc778 \uac1c\uc120 \uc0ac\ud56d\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc608\uce21 \ubd84\uc11d<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc608\uce21 \ubd84\uc11d\uc740 \uacfc\uac70 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubbf8\ub798\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\uac70\ub098 \uc608\uce21\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \ud1b5\uacc4 \ubaa8\ub378, \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998, \uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \ud328\ud134\uacfc \ucd94\uc138\ub97c \ud30c\uc545\ud569\ub2c8\ub2e4. \uc608\uce21 \ubd84\uc11d\uc744 \uc801\uc6a9\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uace0\uac1d \ud589\ub3d9, \uc2dc\uc7a5 \ub3d9\ud5a5 \ub610\ub294 \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc804\uc790\uc0c1\uac70\ub798 \ud68c\uc0ac\ub294 \uc608\uce21 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uace0\uac1d \uc774\ud0c8\uc744 \uc608\uce21\ud558\uace0 \uace0\uac1d\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud55c \uc120\uc81c\uc801\uc778 \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ucc98\ubc29\uc801 \ubd84\uc11d<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uaddc\ubc94\uc801 \ubd84\uc11d\uc740 \uc608\uce21 \uacb0\uacfc\ub97c \uae30\ubc18\uc73c\ub85c \uad8c\uc7a5 \uc0ac\ud56d\uc774\ub098 \ucd5c\uc801\uc758 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc608\uce21 \ubd84\uc11d\uc744 \ud55c \ub2e8\uacc4 \ub354 \ubc1c\uc804\uc2dc\ud0b5\ub2c8\ub2e4. \uacfc\uac70 \ubc0f \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc640 \ucd5c\uc801\ud654 \uae30\uc220, \uc2dc\ubbac\ub808\uc774\uc158 \ubaa8\ub378, \uc758\uc0ac \uacb0\uc815 \uc54c\uace0\ub9ac\uc998\uc744 \uacb0\ud569\ud558\uc5ec \ucd5c\uc0c1\uc758 \ud589\ub3d9 \ubc29\uce68\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4. \uaddc\ubc94\uc801 \ubd84\uc11d\uc740 \uc870\uc9c1\uc774 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \uc804\ub7b5\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ubb3c\ub958 \ud68c\uc0ac\ub294 \uaddc\ubc94\uc801 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad50\ud1b5 \uc0c1\ud669, \uc5f0\ub8cc \ube44\uc6a9, \uace0\uac1d \uc120\ud638\ub3c4 \ub4f1\uc758 \uc694\uc18c\ub97c \uace0\ub824\ud558\uc5ec \uac00\uc7a5 \ud6a8\uc728\uc801\uc778 \ubc30\uc1a1 \uacbd\ub85c\ub97c \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc694\uc57d\ud558\uba74, \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\uace0 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc124\uba85\uc801 \ubd84\uc11d\uc740 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uace0, \uc9c4\ub2e8\uc801 \ubd84\uc11d\uc740 \uadfc\ubcf8\uc801\uc778 \uc6d0\uc778\uc744 \ubc1d\ud600\ub0b4\uba70, \uc608\uce21\uc801 \ubd84\uc11d\uc740 \ubbf8\ub798\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\uace0, \ucc98\ubc29\uc801 \ubd84\uc11d\uc740 \ucd5c\uc801\uc758 \uc870\uce58\ub97c \uc704\ud55c \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \ube44\uc988\ub2c8\uc2a4\uc640 \uc870\uc9c1\uc5d0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\uc55e\uc11c \uc124\uba85\ud55c \ub370\uc774\ud130 \ubd84\uc11d \uc720\ud615 \uc678\uc5d0\ub3c4 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\uace0 \ud328\ud134\uc744 \uac10\uc9c0\ud558\uba70 \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ub370\uc774\ud130\uc5d0\uc11c \uc758\ubbf8 \uc788\ub294 \uacb0\ub860\uc744 \ub3c4\ucd9c\ud558\uae30 \uc704\ud55c \uad6c\uc870\ud654\ub41c \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uba87 \uac00\uc9c0 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc785\ub2c8\ub2e4:<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud1b5\uacc4 \ubd84\uc11d\u00a0<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud1b5\uacc4 \ubd84\uc11d\uc5d0\ub294 \ub370\uc774\ud130\uc5d0 \ud1b5\uacc4 \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uc5ec \ud328\ud134, \uad00\uacc4 \ubc0f \ucd94\uc138\ub97c \ud30c\uc545\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uac00\uc124 \uac80\uc815, \ud68c\uadc0 \ubd84\uc11d, \ubd84\uc0b0 \ubd84\uc11d(ANOVA), \uce74\uc774\uc81c\uacf1 \uac80\uc815\uacfc \uac19\uc740 \ubc29\ubc95\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc11d\uc740 \uc870\uc9c1\uc774 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uc758 \uc911\uc694\uc131\uc744 \uc774\ud574\ud558\uace0 \uc0d8\ud50c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\uc9d1\ub2e8\uc5d0 \ub300\ud55c \ucd94\ub860\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2dc\uc7a5 \uc870\uc0ac \ud68c\uc0ac\ub294 \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \uc81c\ud488 \uac00\uaca9 \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud558\uae30 \uc704\ud574 \uc124\ubb38\uc870\uc0ac\ub97c \uc2e4\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud68c\uadc0 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \ubcc0\uc218 \uac04\uc5d0 \uc720\uc758\ubbf8\ud55c \uc0c1\uad00\uad00\uacc4\uac00 \uc788\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ub9c8\uc774\ub2dd<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uc740 \ud074\ub7ec\uc2a4\ud130\ub9c1, \ubd84\ub958, \uc5f0\uad00 \ubd84\uc11d, \uc774\uc0c1 \uc9d5\ud6c4 \ud0d0\uc9c0 \ub4f1\uc758 \uae30\uc220\uc744 \uc0ac\uc6a9\ud574 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud328\ud134\uacfc \uad00\uacc4\ub97c \ubc1c\uacac\ud558\ub294 \ud504\ub85c\uc138\uc2a4\ub97c \ub9d0\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud558\uc5ec \uc228\uaca8\uc9c4 \ud328\ud134\uc744 \ud30c\uc545\ud558\uace0 \uac00\uce58 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \uac83\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud1b5\uc2e0 \ud68c\uc0ac\ub294 \uace0\uac1d \ud1b5\ud654 \uae30\ub85d\uc744 \ubd84\uc11d\ud558\uc5ec \ud1b5\ud654 \ud328\ud134\uc744 \ud30c\uc545\ud558\uace0 \ud1b5\ud654 \ud589\ub3d9\uc5d0 \ub530\ub77c \uace0\uac1d\uc744 \uadf8\ub8f9\uc73c\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/unstructured-data\/\"><span style=\"font-weight: 400\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d<\/span><\/a><span style=\"font-weight: 400\">\uace0\uac1d \ub9ac\ubdf0, \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac8c\uc2dc\ubb3c \ub610\ub294 \uc774\uba54\uc77c\uacfc \uac19\uc740 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uac00\uce58 \uc788\ub294 \uc815\ubcf4\uc640 \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud569\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP), \uac10\uc131 \ubd84\uc11d, \ud1a0\ud53d \ubaa8\ub378\ub9c1\uacfc \uac19\uc740 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc774\ud574\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ud638\ud154 \uccb4\uc778\uc5d0\uc11c \ub2e4\uc591\ud55c \uc628\ub77c\uc778 \ud50c\ub7ab\ud3fc\uc758 \uace0\uac1d \ub9ac\ubdf0\ub97c \ubd84\uc11d\ud558\uc5ec \uacf5\ud1b5\ub41c \uc8fc\uc81c\uc640 \uac10\uc815 \ud328\ud134\uc744 \ud30c\uc545\ud558\uc5ec \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95\uc744 \uc0dd\uac01\ud574 \ubcf4\uc138\uc694.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc2dc\uacc4\uc5f4 \ubd84\uc11d<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc740 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ucd94\uc138, \uacc4\uc808\uc131, \ud328\ud134\uc744 \ud30c\uc545\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc608\uce21, \ubd84\ud574, \uc790\ub3d9 \uc0c1\uad00\uad00\uacc4 \ubd84\uc11d\uacfc \uac19\uc740 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \uae30\ubcf8 \ud328\ud134\uc744 \uc608\uce21\ud558\uace0 \uc774\ud574\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc608\ub97c \ub4e4\uc5b4, \uc5d0\ub108\uc9c0 \ud68c\uc0ac\ub294 \uacfc\uac70 \uc804\ub825 \uc18c\ube44 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ubbf8\ub798 \uc218\uc694\ub97c \uc608\uce21\ud558\uace0 \uc5d0\ub108\uc9c0 \uc0dd\uc0b0 \ubc0f \ubd84\ubc30\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub370\uc774\ud130 \uc2dc\uac01\ud654<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \ud328\ud134, \ud2b8\ub80c\ub4dc, \uc778\uc0ac\uc774\ud2b8\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \uc804\ub2ec\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\ub97c \uadf8\ub798\ud53d\uc73c\ub85c \ud45c\ud604\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ucc28\ud2b8, \uadf8\ub798\ud504, \uc9c0\ub3c4 \ubc0f \uae30\ud0c0 \uc2dc\uac01\uc801 \uc694\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc774\uace0 \uc774\ud574\ud558\uae30 \uc26c\uc6b4 \ud615\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \ud45c\uc2dc\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc601\uc5c5\ud300\uc740 \ub77c\uc778 \ucc28\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6d4\ubcc4 \ud310\ub9e4 \ucd94\uc138\ub97c \uc2dc\uac01\ud654\ud558\uace0 \ud310\ub9e4 \ub370\uc774\ud130\uc758 \uacc4\uc808\ubcc4 \ud328\ud134\uc744 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc774\ub294 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc758 \uba87 \uac00\uc9c0 \uc608\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \ud2b9\uc131, \uc5f0\uad6c \uc9c8\ubb38 \ub610\ub294 \ubb38\uc81c, \uc6d0\ud558\ub294 \uacb0\uacfc\uc5d0 \ub530\ub77c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub824\uba74 \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\uace0 \uc758\ubbf8 \uc788\ub294 \uacb0\ub860\uc744 \ub3c4\ucd9c\ud558\uae30 \uc704\ud574 \uccb4\uacc4\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ub530\ub77c\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud558\ub294 \uacfc\uc815\uc744 \uc548\ub0b4\ud558\ub294 \uba87 \uac00\uc9c0 \ub2e8\uacc4\uc785\ub2c8\ub2e4:<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\ubaa9\ud45c \uc815\uc758<\/b><span style=\"font-weight: 400\">: \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ubaa9\uc801\uacfc \ubaa9\ud45c\ub97c \uba85\ud655\ud558\uac8c \uc815\uc758\ud569\ub2c8\ub2e4. \ubd84\uc11d\uc744 \ud1b5\ud574 \ud574\uacb0\ud558\uace0\uc790 \ud558\ub294 \uad6c\uccb4\uc801\uc778 \uc9c8\ubb38\uc774\ub098 \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\ub370\uc774\ud130 \uc900\ube44 \ubc0f \ud0d0\uc0c9<\/b><span style=\"font-weight: 400\">: \uad00\ub828 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ud488\uc9c8\uc744 \ud655\uc778\ud569\ub2c8\ub2e4. \ub204\ub77d\ub41c \uac12, \uc911\ubcf5 \ubc0f \uc11c\uc2dd \ubb38\uc81c\ub97c \ucc98\ub9ac\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud558\uace0 \uc804\ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc124\uba85\uc801 \ud1b5\uacc4 \ubc0f \uc2dc\uac01\ud654\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud558\uc5ec \ud328\ud134, \uc774\uc0c1\uac12 \ubc0f \uad00\uacc4\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\ubd84\uc11d \uae30\ubc95 \uc801\uc6a9<\/b><span style=\"font-weight: 400\">: \ub370\uc774\ud130\uc640 \uc5f0\uad6c \uc9c8\ubb38\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \ubd84\uc11d \uae30\ubc95\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4. \ud1b5\uacc4\uc801 \ubc29\ubc95, \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ubc0f \uae30\ud0c0 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc801\uc6a9\ud558\uc5ec \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud558\uace0 \uc5f0\uad6c \uc9c8\ubb38\uc5d0 \ub2f5\ud558\uc138\uc694.<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\uacb0\uacfc \ud574\uc11d\ud558\uae30<\/b><span style=\"font-weight: 400\">: \ubd84\uc11d \uacb0\uacfc\ub97c \ubd84\uc11d\ud558\uace0 \ubaa9\ud45c\uc758 \ub9e5\ub77d\uc5d0\uc11c \uacb0\uacfc\ub97c \ud574\uc11d\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\uc5d0\uc11c \uc911\uc694\ud55c \ud328\ud134, \ucd94\uc138, \uad00\uacc4\ub97c \ud30c\uc545\ud569\ub2c8\ub2e4. \uacb0\uacfc\uc758 \uc758\ubbf8\uc640 \uc2e4\uc9c8\uc801\uc778 \uad00\ub828\uc131\uc744 \uace0\ub824\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\uc18c\ud1b5 \ubc0f \uc870\uce58<\/b><span style=\"font-weight: 400\">: \uc774\ud574\uad00\uacc4\uc790 \ub610\ub294 \ub300\uc0c1 \uace0\uac1d\uc5d0\uac8c \ud6a8\uacfc\uc801\uc73c\ub85c \uacb0\uacfc\ub97c \uc804\ub2ec\ud558\uc138\uc694. \uc2dc\uac01\ud654 \ubc0f \ubcf4\uace0\uc11c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \uba85\ud655\ud558\uace0 \uac04\uacb0\ud558\uac8c \uc81c\uc2dc\ud558\uc138\uc694. \ubd84\uc11d\uc5d0\uc11c \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc758\uc0ac \uacb0\uc815\uc5d0 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uc138\uc694.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d\uc740 \ubc18\ubcf5\uc801\uc778 \ud504\ub85c\uc138\uc2a4\uc774\uba70, \ubd84\uc11d\uc744 \uc9c4\ud589\ud558\uba74\uc11c \ubd84\uc11d\uc744 \ub2e4\uc2dc \uac80\ud1a0\ud558\uace0 \uad6c\uccb4\ud654\ud574\uc57c \ud560 \uc218\ub3c4 \uc788\ub2e4\ub294 \uc810\uc744 \uae30\uc5b5\ud558\uc138\uc694. \uc774\ub7ec\ud55c \ub2e8\uacc4\ub294 \ub370\uc774\ud130 \ubd84\uc11d \ud504\ub85c\uc138\uc2a4\ub97c \uc548\ub0b4\ud558\uace0 \ub370\uc774\ud130\uc5d0\uc11c \uc758\ubbf8 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc77c\ubc18\uc801\uc778 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/data-platforms\/\"><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ud574\uc11d \ud504\ub85c\uc138\uc2a4\ub97c \uc6a9\uc774\ud558\uac8c \ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ud50c\ub7ab\ud3fc<\/span><\/a><span style=\"font-weight: 400\">. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ub370\uc774\ud130 \uc870\uc791, \uc2dc\uac01\ud654, \ud1b5\uacc4 \ubd84\uc11d, \uba38\uc2e0 \ub7ec\ub2dd\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uba87 \uac00\uc9c0 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\uc785\ub2c8\ub2e4:<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8 \uc18c\ud504\ud2b8\uc6e8\uc5b4<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uae30\ubcf8\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d \uc791\uc5c5\uc5d0\ub294 Microsoft Excel, Google \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8, Apple \uc22b\uc790\uc640 \uac19\uc740 \ub3c4\uad6c\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ub370\uc774\ud130 \uc785\ub825, \uc870\uc791, \uae30\ubcf8 \ud1b5\uacc4 \uae30\ub2a5 \ubc0f \uac04\ub2e8\ud55c \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4(BI) \ud50c\ub7ab\ud3fc<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">Microsoft Power BI, Tableau, Looker\uc640 \uac19\uc740 BI \ud50c\ub7ab\ud3fc\uc740 \uc5ec\ub7ec \uc6d0\ubcf8\uc758 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \ub300\ud654\ud615 \ub300\uc2dc\ubcf4\ub4dc, \ubcf4\uace0\uc11c \ubc0f \uc784\uc2dc \ucffc\ub9ac\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\uc5d0 \ub300\ud55c \uc885\ud569\uc801\uc778 \ubcf4\uae30\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \ubc0f \ub77c\uc774\ube0c\ub7ec\ub9ac<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">R, Python\uacfc \uac19\uc740 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640 \uad00\ub828 \ub77c\uc774\ube0c\ub7ec\ub9ac(\uc608: NumPy, SciPy, scikit-learn)\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uad11\ubc94\uc704\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \uc720\uc5f0\uc131, \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uae30\ub2a5, \ub2e4\uc591\ud55c \ud1b5\uacc4 \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">Google Cloud Platform(BigQuery, Data Studio), Microsoft Azure(Azure Analytics, Power BI), Amazon Web Services(AWS Analytics, QuickSight) \ub4f1\uc758 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc740 \ub370\uc774\ud130 \uc800\uc7a5, \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud55c \ud655\uc7a5 \uac00\ub2a5\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc11c\ube44\uc2a4\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \ub2e4\uc591\ud55c \ubd84\uc11d \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ub9c8\uc774\ub2dd \ubc0f \uba38\uc2e0 \ub7ec\ub2dd \ub3c4\uad6c<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">RapidMiner, KNIME, Weka\uc640 \uac19\uc740 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\ub294 \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \ud2b9\uc9d5 \uc120\ud0dd, \ubaa8\ub378 \ud6c8\ub828 \ubc0f \ud3c9\uac00 \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\uace0 \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud14d\uc2a4\ud2b8 \ubd84\uc11d \ub3c4\uad6c<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">Python\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ub77c\uc774\ube0c\ub7ec\ub9ac(NLTK, spaCy) \ub610\ub294 RapidMiner \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd \ud655\uc7a5 \uac19\uc740 \ud50c\ub7ab\ud3fc\uacfc \uac19\uc740 \ud14d\uc2a4\ud2b8 \ubd84\uc11d \ub3c4\uad6c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\ub2a5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/semi-structured-data\/\"><span style=\"font-weight: 400\">\ube44\uc815\ud615 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130 \ubd84\uc11d<\/span><\/a><span style=\"font-weight: 400\">. \uace0\uac1d \ub9ac\ubdf0\ub098 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc640 \uac19\uc740 \uc18c\uc2a4\uc5d0\uc11c \uc815\ubcf4, \uac10\uc815, \ud14c\ub9c8\ub97c \ucd94\ucd9c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc62c\ubc14\ub978 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ubd84\uc11d \ubcf5\uc7a1\uc131, \ub370\uc774\ud130 \uc138\ud2b8 \ud06c\uae30, \ud544\uc694\ud55c \uae30\ub2a5, \uc0ac\uc6a9\uc790 \uc804\ubb38 \uc9c0\uc2dd\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \uc5ec\ub7ec \ub3c4\uad6c\ub97c \uc870\ud569\ud558\uc5ec \uac01 \ub3c4\uad6c\uc758 \uac15\uc810\uc744 \ud65c\uc6a9\ud558\uace0 \ud2b9\uc815 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc744 \ud574\uacb0\ud574\uc57c \ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\uacb0\ub860<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc911\uc694\uc131\uc744 \uc774\ud574\ud558\uba74 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ud798\uc744 \ud65c\uc6a9\ud558\uc5ec \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\uace0, \uac1c\uc120 \uae30\ud68c\ub97c \ud30c\uc545\ud558\uace0, \uc870\uc9c1 \ub0b4 \ud601\uc2e0\uc744 \ucd94\uc9c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc11d\uc744 \uc704\ud55c \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub4e0 \uc2ec\uce35\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30 \uc704\ud55c \uc815\uc131\uc801 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub4e0, \ubaa9\uc801\uc5d0 \ub9de\ub294 \ubd84\uc11d \uae30\ubc95\uacfc \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ub300\ud574 \uacc4\uc18d \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \uac80\ud1a0\ud558\uc138\uc694:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/what-is-big-data-analytics\/\"><span style=\"font-weight: 400\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/operational-analytics\/\"><span style=\"font-weight: 400\">\uc6b4\uc601 \ubd84\uc11d<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/\"><span style=\"font-weight: 400\">JSON \ubd84\uc11d + \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/database-vs-data-warehouse\/\"><span style=\"font-weight: 400\">\ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4: \ucc28\uc774\uc810, \uc0ac\uc6a9 \uc0ac\ub840, \uc608\uc2dc<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-capella-columnar\/\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c \uceec\ub7fc\ud615 \uc81c\ud488 \ube14\ub85c\uadf8<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Data analysis is the process of cleaning, transforming, and interpreting data to uncover insights, patterns, and trends. 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