{"id":17676,"date":"2025-10-24T12:08:54","date_gmt":"2025-10-24T19:08:54","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=17676"},"modified":"2025-10-24T12:08:54","modified_gmt":"2025-10-24T19:08:54","slug":"unstructured-data-analysis","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/unstructured-data-analysis\/","title":{"rendered":"\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uac1c\uc694"},"content":{"rendered":"<p><i><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624 \ub4f1 \uace0\uc815\ub41c \ud615\uc2dd\uc744 \ub530\ub974\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uae54\ub054\ud558\uac8c \uc815\ub9ac\ub418\uc5b4 \uc788\uace0 \ucffc\ub9ac\ud558\uae30 \uc26c\uc6b4 \uc815\ud615 \ub370\uc774\ud130\uc640 \ub2ec\ub9ac \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \ud328\ud134\uacfc \uc758\ubbf8\ub97c \ud574\uc11d\ud558\uae30 \uc704\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP), \uba38\uc2e0 \ub7ec\ub2dd, \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uac19\uc740 \uace0\uae09 \uae30\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc640 \uacb0\ud569\ud558\uba74 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc, \uace0\uac1d \ud589\ub3d9, \uc0c8\ub85c\uc6b4 \ud2b8\ub80c\ub4dc\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc644\ubcbd\ud55c \uadf8\ub9bc\uc744 \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc800\uc7a5 \uacf5\uac04 \uc218\uc694, \ub370\uc774\ud130 \ud488\uc9c8 \ubb38\uc81c, \ub192\uc740 \ucc98\ub9ac \uc694\uad6c \uc0ac\ud56d\uacfc \uac19\uc740 \uacfc\uc81c\uac00 \ub530\ub974\uc9c0\ub9cc, \uadf8 \uac00\uce58\ub85c \uc778\ud574 \ucd5c\uc2e0 \ubd84\uc11d \uc804\ub7b5\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub9c8\ucf00\ud305 \uc778\uc0ac\uc774\ud2b8\ubd80\ud130 \uc0ac\uae30 \ud0d0\uc9c0 \ubc0f \uc6b4\uc601 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0, \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \uc0b0\uc5c5 \uc804\ubc18\uc5d0\uc11c \ub354 \uc2a4\ub9c8\ud2b8\ud558\uace0 \uc2e0\uc18d\ud55c \ube44\uc988\ub2c8\uc2a4 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/i><\/p>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ub3d9\uc601\uc0c1, \uc624\ub514\uc624, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ucf58\ud150\uce20\uc640 \uac19\uc774 \ubbf8\ub9ac \uc815\uc758\ub41c \ubaa8\ub378\uc774\ub098 \ud615\uc2dd\uc744 \ub530\ub974\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \uc870\uc0ac\ud558\uace0 \ucd94\ucd9c\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \ud589\uacfc \uc5f4\ub85c \uae54\ub054\ud558\uac8c \uc800\uc7a5\ub418\ub294 \uc815\ud615 \ub370\uc774\ud130\uc640\ub294 \ub2e4\ub985\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<\/span><\/a><span style=\"font-weight: 400;\"> \ub294 \ubcf5\uc7a1\ud558\uace0 \ub2e4\uc591\ud558\uae30 \ub54c\ubb38\uc5d0 \uc758\ubbf8\ub97c \ud574\uc11d\ud558\uace0 \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\uae30 \uc704\ud55c \uace0\uae09 \uae30\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ubd84\uc11d\uc5d0\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uba38\uc2e0 \ub7ec\ub2dd(ML), \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uac19\uc740 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc9c0\uc800\ubd84\ud55c \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc2e4\ud589 \uac00\ub2a5\ud55c \uc815\ubcf4\ub85c \uc804\ud658\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774\uc81c \ube44\uc815\ud615 \ub370\uc774\ud130\uac00 \uc804 \uc138\uacc4\uc5d0\uc11c \uc0dd\uc131\ub418\ub294 \uc815\ubcf4\uc758 \ub300\ubd80\ubd84\uc744 \ucc28\uc9c0\ud558\uac8c \ub418\uba74\uc11c, \uc6b4\uc601, \uace0\uac1d, \uc2dc\uc7a5\uc5d0 \ub300\ud55c \uc885\ud569\uc801\uc778 \uc2dc\uac01\uc744 \uc5bb\uace0\uc790 \ud558\ub294 \uc870\uc9c1\uc5d0\uac8c \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ud544\uc218\uc801\uc778 \uc694\uc18c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uae30\uc874 \ubd84\uc11d \ub3c4\uad6c\uac00 \uac04\uacfc\ud560 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1d\ud600\ub0b4\uc5b4 \uc228\uaca8\uc9c4 \ud2b8\ub80c\ub4dc\ub97c \ubc1c\uacac\ud558\uace0, \uc758\uc0ac \uacb0\uc815\uc744 \uac1c\uc120\ud558\uba70, \uace0\uac1d \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc800\uc7a5, \ucc98\ub9ac, \ud655\uc7a5\uc131 \uce21\uba74\uc5d0\uc11c \uc5b4\ub824\uc6c0\uc774 \uc788\uc9c0\ub9cc, \uadf8 \uac00\uce58\ub85c \uc778\ud574 \ucd5c\uc2e0 \ub370\uc774\ud130 \uc804\ub7b5\uc758 \uc911\uc694\ud55c \ubd80\ubd84\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130\uc640 \uc815\ud615 \ub370\uc774\ud130 \ube44\uad50<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ud6a8\uacfc\uc801\uc778 \ub370\uc774\ud130 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\ub824\uba74 \ube44\uc815\ud615 \ub370\uc774\ud130\uc640 \uc815\ud615 \ub370\uc774\ud130\uc758 \ucc28\uc774\uc810\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub450 \uc720\ud615 \ubaa8\ub450 \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ub2f4\uace0 \uc788\uc9c0\ub9cc, \uc815\ub9ac, \uc800\uc7a5, \ubd84\uc11d\ud558\ub294 \ubc29\uc2dd\uc774 \ub2e4\ub985\ub2c8\ub2e4. \uc815\ud615 \ub370\uc774\ud130\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8\uc5d0 \uae54\ub054\ud558\uac8c \ub4e4\uc5b4\ub9de\ub294 \ubc18\uba74, \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \ud574\uc11d\uc5d0 \ub354 \uace0\uae09 \ub3c4\uad6c\uc640 \uae30\ubc95\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub450 \ub370\uc774\ud130\uc758 \uc8fc\uc694 \ucc28\uc774\uc810\uc744 \uc815\ub9ac\ud55c \ube44\uad50\ud45c\uc785\ub2c8\ub2e4:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<th style=\"width:20%;text-align:left;\"><b>\uae30\ub2a5<\/b><\/td>\n<th><b>\ube44\uc815\ud615 \ub370\uc774\ud130<\/b><\/td>\n<th><b>\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\ud615\uc2dd<\/b><\/td>\n<td><span>\uace0\uc815\ub41c \ud615\uc2dd \ub610\ub294 \uc2a4\ud0a4\ub9c8 \uc5c6\uc74c<\/span><\/td>\n<td><span>\ubbf8\ub9ac \uc815\uc758\ub41c \ubaa8\ub378\ub85c \uad6c\uc131(<\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/columnar-store-vs-row-store\/\"><span>\ud589\uacfc \uc5f4<\/span><\/a><span>)<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc608\uc81c<\/b><\/td>\n<td><span>\uc774\uba54\uc77c, \ub3d9\uc601\uc0c1, \uc774\ubbf8\uc9c0, \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac8c\uc2dc\ubb3c<\/span><\/td>\n<td><span>\uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8, CRM \ub370\uc774\ud130, \uc7ac\ubb34 \uae30\ub85d<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc2a4\ud1a0\ub9ac\uc9c0<\/b><\/td>\n<td><span>NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4, \ub370\uc774\ud130 \ub808\uc774\ud06c, \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4, \uac1c\uccb4 \uc2a4\ud1a0\ub9ac\uc9c0 \uc2dc\uc2a4\ud15c<\/span><\/td>\n<td><span>\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ucc98\ub9ac<\/b><\/td>\n<td><span>AI\/ML \ubc0f \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ud544\uc694<\/span><\/td>\n<td><span>SQL \ub610\ub294 \ubd84\uc11d \ub3c4\uad6c\ub85c \uc27d\uac8c \ucffc\ub9ac\ud558\uae30<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ud655\uc7a5\uc131<\/b><\/td>\n<td><span>\ub354 \ubcf5\uc7a1\ud558\uace0 \ubd80\ud53c\uac00 \ud070 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<td><span>\ub354 \uac04\ud3b8\ud55c \uad00\ub9ac \ubc0f \ud655\uc7a5<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc0ac\uc6a9 \uc0ac\ub840<\/b><\/td>\n<td><span>\uac10\uc815 \ubd84\uc11d, \uc774\ubbf8\uc9c0 \uc778\uc2dd, \ud2b8\ub80c\ub4dc \ubc1c\uacac<\/span><\/td>\n<td><span>\ubcf4\uace0, \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\uc2e4\uc81c\ub85c \ub300\ubd80\ubd84\uc758 \uc870\uc9c1\uc740 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ub370\uc774\ud130\ub97c \ubaa8\ub450 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc815\ud615 \ub370\uc774\ud130\ub294 \uba85\ud655\uc131\uacfc \uc815\ud655\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ubc18\uba74, \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \uae4a\uc774\uc640 \ub9e5\ub77d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ucd5c\uc2e0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc774 \ub450 \uac00\uc9c0\ub97c \uacb0\ud569\ud558\uba74 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\uc640 \uace0\uac1d \ud589\ub3d9\uc744 \ubcf4\ub2e4 \uc644\ubcbd\ud558\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-data-analysis\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \ubd84\uc11d<\/span><\/a><span style=\"font-weight: 400;\"> \ub294 \ud14d\uc2a4\ud2b8, \uc624\ub514\uc624, \uc774\ubbf8\uc9c0, \ub3d9\uc601\uc0c1 \ub4f1 \uace0\uc815\ub41c \ud615\uc2dd\uc744 \ub530\ub974\uc9c0 \uc54a\ub294 \uc815\ubcf4\ub97c \ud574\uc11d\ud558\uae30 \uc704\ud574 \uace0\uae09 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc815\ub9ac\ub418\uc9c0 \uc54a\uc740 \uc6d0\uc2dc \ucf58\ud150\uce20\ub97c \uc778\uc0ac\uc774\ud2b8\ub85c \ubcc0\ud658\ud558\uc5ec \uae30\uc5c5\uc774 \uace0\uac1d \uc815\uc11c\ub97c \uc774\ud574\ud558\uace0, \ud2b8\ub80c\ub4dc\ub97c \uac10\uc9c0\ud558\uace0, \ub370\uc774\ud130\uc5d0 \uc228\uaca8\uc9c4 \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \ubc1c\uacac\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc8fc\uc694 \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc790\uc5f0\uc5b4 \ucc98\ub9ac:<\/b><span style=\"font-weight: 400;\"> \ucef4\ud4e8\ud130\uac00 \uc774\uba54\uc77c, \ub9ac\ubdf0 \ub610\ub294 \ubb38\uc11c\uc5d0\uc11c \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ubd84\uc11d\ud558\uc5ec \uc758\ubbf8\uc640 \ubb38\ub9e5\uc744 \ud30c\uc545\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uac10\uc815 \ubd84\uc11d:<\/b><span style=\"font-weight: 400;\"> \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130 \ub0b4\uc5d0\uc11c \uac10\uc815\uc774\ub098 \uc758\uacac\uc744 \uac10\uc9c0\ud558\uc5ec \uc870\uc9c1\uc774 \uace0\uac1d \ub9cc\uc871\ub3c4\ub098 \ube0c\ub79c\ub4dc \uc778\uc2dd\uc744 \uce21\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \uc778\uc2dd:<\/b><span style=\"font-weight: 400;\"> AI \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud488\uc9c8 \uad00\ub9ac \ub610\ub294 \ubcf4\uc548 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud574 \uc2dc\uac01\uc801 \ubbf8\ub514\uc5b4\uc5d0\uc11c \ubb3c\uccb4, \uc5bc\uad74 \ub610\ub294 \uc7a5\uba74\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud1a0\ud53d \ubaa8\ub378\ub9c1:<\/b><span style=\"font-weight: 400;\"> \ub300\uaddc\ubaa8 \ubb38\uc11c \ubaa8\uc74c\uc744 \uc8fc\uc81c\ub098 \uc8fc\uc81c\ubcc4\ub85c \uadf8\ub8f9\ud654\ud558\uc5ec \ubc18\ubcf5\ub418\ub294 \uc544\uc774\ub514\uc5b4\uc640 \ud328\ud134\uc744 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc5d4\ud2f0\ud2f0 \ucd94\ucd9c:<\/b><span style=\"font-weight: 400;\"> \ube44\uc815\ud615 \ud14d\uc2a4\ud2b8 \ub0b4\uc5d0\uc11c \uc774\ub984, \ub0a0\uc9dc, \uc704\uce58\uc640 \uac19\uc740 \uc8fc\uc694 \uc694\uc18c\ub97c \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud558\uace0 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc74c\uc131-\ud14d\uc2a4\ud2b8 \ubd84\uc11d:<\/b><span style=\"font-weight: 400;\"> \uc74c\uc131 \ub179\uc74c, \ud1b5\ud654, \uc624\ub514\uc624 \ud30c\uc77c\uc744 \ub2e4\ub978 \ub370\uc774\ud130 \uc18c\uc2a4\uc640 \ud568\uaed8 \ubd84\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \uc74c\uc131 \uc5b8\uc5b4\ub97c \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub300 \uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc815\ubcf4\ub97c \ucc98\ub9ac\ud558\uace0 \ud574\uc11d\ud558\ub294 \ub370 \uadfc\ubcf8\uc801\uc73c\ub85c \ub2e4\ub978 \uc811\uadfc \ubc29\uc2dd\uc744 \ucde8\ud569\ub2c8\ub2e4. \uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uccb4\uacc4\ud654\ub41c \uc2a4\ud0a4\ub9c8 \uae30\ubc18 \uc815\ubcf4\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\ub294 \ubc18\uba74, \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc790\uc720 \ud615\uc2dd\uc758 \ucf58\ud150\uce20\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uac01 \uc720\ud615\uc5d0\ub294 \uc11c\ub85c \ub2e4\ub978 \ub3c4\uad6c, \uae30\uc220 \ubc0f \uc2a4\ud0ac \uc138\ud2b8\uac00 \ud544\uc694\ud558\uc9c0\ub9cc, \ud568\uaed8 \uc0ac\uc6a9\ud558\uba74 \uc870\uc9c1\uc774 \ub370\uc774\ud130 \uc5d0\ucf54\uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub354 \ud48d\ubd80\ud558\uace0 \ud3ec\uad04\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<th style=\"width:20%;text-align:left;\"><b>\uce21\uba74<\/b><\/td>\n<th><b>\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d<\/b><\/td>\n<th><b>\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130 \ubd84\uc11d<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\uc815\ud655\uc131<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc804\ucc98\ub9ac \ud488\uc9c8\uacfc \ubaa8\ub378 \uc815\ud655\ub3c4\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc73c\uba70, \uc885\uc885 \ud655\ub960\ub860\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud45c\uc900\ud654\ub41c \ub370\uc774\ud130 \ud615\uc2dd\uacfc \uba85\ud655\ud55c \uc720\ud6a8\uc131 \uac80\uc0ac \uaddc\uce59\uc73c\ub85c \uc778\ud574 \uc77c\ubc18\uc801\uc73c\ub85c \ub192\uc74c<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9<\/b><\/td>\n<td><span style=\"font-weight: 400;\">AI\/ML \ubaa8\ub378\uacfc \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\uc5d0 \ub354 \ub9ce\uc740 \ucef4\ud4e8\ud305 \uc131\ub2a5\uc774 \ud544\uc694\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc73c\ubbc0\ub85c \ub354 \ub192\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\ub294 \ucc98\ub9ac \ubc0f \ucffc\ub9ac\uac00 \ub354 \uc27d\uae30 \ub54c\ubb38\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \ub354 \ub0ae\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uae30\uc220 \uc138\ud2b8<\/b><\/td>\n<td><span style=\"font-weight: 400;\">AI, NLP \ub610\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc5d0 \ub300\ud55c \uc9c0\uc2dd, Python, ML \ud504\ub808\uc784\uc6cc\ud06c \ubc0f \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc5d0 \ub300\ud55c \uacbd\ud5d8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uac15\ub825\ud55c \ubd84\uc11d \ubc0f SQL \uae30\uc220, BI \ub3c4\uad6c\uc5d0 \ub300\ud55c \uce5c\uc219\ud568, \uadf8\ub9ac\uace0 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/conceptual-physical-logical-data-models\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \ubaa8\ub378\ub9c1<\/span><\/a><\/td>\n<\/tr>\n<tr>\n<td><b>\uc0ac\uc6a9\ub41c \uae30\uc220<\/b><\/td>\n<td><span style=\"font-weight: 400;\">NLP, \uac10\uc131 \ubd84\uc11d, \ud1a0\ud53d \ubaa8\ub378\ub9c1, \uc774\ubbf8\uc9c0 \uc778\uc2dd, \ub525 \ub7ec\ub2dd<\/span><\/td>\n<td><span style=\"font-weight: 400;\">SQL \ucffc\ub9ac, \ub370\uc774\ud130 \uc9d1\uacc4, \ud1b5\uacc4 \ubaa8\ub378\ub9c1, \ud68c\uadc0 \ubd84\uc11d<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc2dc\uac04 \ud22c\uc790<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \ubcc0\ud658, \ub77c\ubca8\ub9c1 \ubc0f \ubaa8\ub378 \ud6c8\ub828\uc73c\ub85c \uc778\ud574 \ub354 \ub9ce\uc740 \uc2dc\uac04\uc774 \uc18c\uc694\ub428<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc608\uce21 \uac00\ub2a5\ud55c \ud3ec\ub9f7\uc73c\ub85c \uc815\ub9ac, \ucc98\ub9ac \ubc0f \uc2dc\uac01\ud654 \uc18d\ub3c4 \ud5a5\uc0c1<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ub3c4\uad6c \ubc0f \ud50c\ub7ab\ud3fc<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc544\ud30c\uce58 \uc2a4\ud30c\ud06c, \uc5d8\ub77c\uc2a4\ud2f1\uc11c\uce58, \ud150\uc11c\ud50c\ub85c, \ud30c\uc774\ud1a0\uce58, \ud5c8\uae45 \ud398\uc774\uc2a4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">MySQL, PostgreSQL, Power BI, Tableau<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h3><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc6b0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ubb38\uc11c, \uc18c\uc15c \ubbf8\ub514\uc5b4, \uba40\ud2f0\ubbf8\ub514\uc5b4 \ud30c\uc77c\uacfc \uac19\uc740 \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc73c\ub85c \uc2dc\uc791\ub429\ub2c8\ub2e4. \uadf8 \ub2e4\uc74c\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-preprocessing-in-machine-learning\/\"><span style=\"font-weight: 400;\">\uc804\ucc98\ub9ac \ub2e8\uacc4<\/span><\/a><span style=\"font-weight: 400;\">, \ud1a0\ud070\ud654, \ud0dc\uae45, \ubca1\ud130\ud654 \ub4f1\uc758 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud574 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \uc900\ube44\ud569\ub2c8\ub2e4. \uc870\uc9c1\uc740 ML, NLP \ub610\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uac19\uc740 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc758\ubbf8\ub97c \ucd94\ucd9c\ud558\uace0, \ud328\ud134\uc744 \uac10\uc9c0\ud558\uace0, \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\ub9cc\uc73c\ub85c\ub294 \ub193\uce60 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc6b0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub2e4\uc74c\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc73c\ub85c \uc2dc\uc791\ub429\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/transactional-databases\/\"><span style=\"font-weight: 400;\">\ud2b8\ub79c\uc7ad\uc158 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/span><\/a><span style=\"font-weight: 400;\"> \ub610\ub294 \uc13c\uc11c\ub97c \uc0ac\uc6a9\ud55c \ub2e4\uc74c \uc815\ub9ac \ubc0f \uc815\uaddc\ud654\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ubd84\uc11d\uac00\ub294 \ucffc\ub9ac, \uc9d1\uacc4 \ubc0f \uc2dc\uac01\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \ucd94\uc138\ub098 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ubc1c\uacac\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\uac00 \uc77c\uad00\ub418\uace0 \uc608\uce21 \uac00\ub2a5\ud558\uae30 \ub54c\ubb38\uc5d0 \uae30\uc874\uc758 \ubc29\ubc95\uacfc \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e0\uc18d\ud558\uac8c \uc778\uc0ac\uc774\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uc0ac\uc6a9 \uc0ac\ub840<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ub2e4\uc74c \uc0ac\uc6a9 \uc0ac\ub840\ub294 \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc774 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ud601\uc2e0, \ud6a8\uc728\uc131 \ubc0f \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ucd09\uc9c4\ud558\ub294\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/customer-360\/\"><b>\uace0\uac1d \uacbd\ud5d8 \ubd84\uc11d<\/b><\/a><b>:<\/b><span style=\"font-weight: 400;\"> \uae30\uc5c5\uc740 \uc9c0\uc6d0 \ud2f0\ucf13, \ucc44\ud305 \ub85c\uadf8 \ubc0f \ub9ac\ubdf0\ub97c \ubd84\uc11d\ud558\uc5ec \ubc18\ubcf5\ub418\ub294 \ubb38\uc81c\uc810\uc744 \ud30c\uc545\ud558\uace0, \uac10\uc815 \ucd94\uc138\ub97c \uac10\uc9c0\ud558\uba70, \uc11c\ube44\uc2a4 \ud488\uc9c8\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub9c8\ucf00\ud305 \ubc0f \ube0c\ub79c\ub4dc \ubaa8\ub2c8\ud130\ub9c1:<\/b><span style=\"font-weight: 400;\"> \uba58\uc158, \uc5b4\uc870, \ucc38\uc5ec\ub3c4\ub97c \uc704\ud574 \ube44\uc815\ud615 \uc18c\uc15c \ubbf8\ub514\uc5b4 \ubc0f \uc6f9 \ub370\uc774\ud130\ub97c \ub9c8\uc774\ub2dd\ud558\uc5ec \ucea0\ud398\uc778 \uc131\uacfc\uc640 \ube0c\ub79c\ub4dc \ud3c9\ud310\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uce21\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/financial-services\/\"><b>\uc0ac\uae30 \ud0d0\uc9c0 \ubc0f \uc704\ud5d8 \uad00\ub9ac<\/b><\/a><b>:<\/b><span style=\"font-weight: 400;\"> \uae08\uc735 \uae30\uad00\uc740 AI \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ube44\uc815\ud615 \uac70\ub798 \ub85c\uadf8, \uc774\uba54\uc77c, \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \ubd84\uc11d\ud558\uc5ec \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \ud65c\ub3d9\uacfc \uc7a0\uc7ac\uc801\uc778 \uaddc\uc815 \uc704\ubc18\uc744 \ud0d0\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/healthcare\/\"><b>\uc758\ub8cc \uc778\uc0ac\uc774\ud2b8<\/b><\/a><b>:<\/b><span style=\"font-weight: 400;\"> \uc758\ub8cc\uc9c4\uc740 \uc784\uc0c1 \uae30\ub85d, \uc758\ub8cc \uc774\ubbf8\uc9c0, \ubcd1\ub9ac \ubcf4\uace0\uc11c\uc5d0\uc11c \uc911\uc694\ud55c \ud328\ud134\uc744 \ucd94\ucd9c\ud558\uc5ec \uc9c4\ub2e8, \uce58\ub8cc \uacc4\ud68d, \uc5f0\uad6c\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc81c\ud488 \uac1c\ubc1c:<\/b><span style=\"font-weight: 400;\"> \uae30\uc5c5\uc740 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31, \ud3ec\ub7fc \ubc0f \uc0ac\uc6a9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uace0\uac1d\uc774 \uc81c\ud488\uacfc \uc0c1\ud638 \uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \uc774\ud574\ud558\uace0 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc774\ub098 \uac1c\uc120 \uae30\ud68c\ub97c \ud30c\uc545\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/operational-analytics\/\"><b>\uc6b4\uc601 \uc778\ud154\ub9ac\uc804\uc2a4<\/b><\/a><b>:<\/b><span style=\"font-weight: 400;\"> IoT \uc13c\uc11c, \uba38\uc2e0 \ub85c\uadf8, \uc720\uc9c0\ubcf4\uc218 \ubcf4\uace0\uc11c\ub97c \ubd84\uc11d\ud558\uc5ec \uc7a5\uc560\ub97c \uc608\uce21\ud558\uace0 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uba70 \ub2e4\uc6b4\ud0c0\uc784\uc744 \uc904\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubc95\ub960 \ubc0f \uaddc\uc815 \uc900\uc218 \ubaa8\ub2c8\ud130\ub9c1:<\/b><span style=\"font-weight: 400;\"> \ub85c\ud38c\uacfc \uae30\uc5c5\uc5d0\uc11c\ub294 \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd\uacfc \ubb38\uc11c \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud574 \ub300\ub7c9\uc758 \uacc4\uc57d\uc11c, \ubc95\ub960 \ubb38\uc11c, \uaddc\uc81c \uad00\ub828 \uc11c\ub958\ub97c \uad00\ub9ac\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubcf4\uc548 \ubc0f \uc704\ud611 \ud0d0\uc9c0:<\/b><span style=\"font-weight: 400;\"> \uc870\uc9c1\uc740 \uc774\uba54\uc77c, \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d, \ube44\uc815\ud615 \ub85c\uadf8\uc5d0\uc11c \uc0ac\uc774\ubc84 \uc704\ud611\uc774\ub098 \uce68\ud574\ub97c \ub098\ud0c0\ub0b4\ub294 \uc774\uc0c1 \uc9d5\ud6c4\ub098 \ud328\ud134\uc744 \uac80\uc0c9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uacfc\uc81c<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uba74 \uc0c8\ub85c\uc6b4 \uae30\ud68c\uac00 \uc5f4\ub9ac\uc9c0\ub9cc, \uc758\ubbf8 \uc788\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30 \uc704\ud574 \uc870\uc9c1\uc774 \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc7a0\uc7ac\uc801\uc778 \uc7a5\uc560\ubb3c\uc5d0 \ub300\ud574 \uc54c\uc544\ub450\uc5b4\uc57c \ud560 \uc0ac\ud56d\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130\uc758 \ub2e4\uc591\uc131 \ubc0f \ubd88\uc77c\uce58:<\/b><span style=\"font-weight: 400;\"> \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624, \ube44\ub514\uc624, \ub85c\uadf8 \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\ub85c \uc874\uc7ac\ud558\uba70 \uac01\uac01 \uace0\uc720\ud55c \ucc98\ub9ac \ubc29\ubc95\uacfc \ub3c4\uad6c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud655\uc7a5\uc131 \ubc0f \uc2a4\ud1a0\ub9ac\uc9c0 \uc694\uad6c \uc0ac\ud56d:<\/b><span style=\"font-weight: 400;\"> \ube44\uc815\ud615 \ub370\uc774\ud130\uc758 \uc591\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc2a4\ud1a0\ub9ac\uc9c0 \uc2dc\uc2a4\ud15c\uc5d0 \ubd80\ud558\uac00 \uac78\ub9b4 \uac00\ub2a5\uc131\uc774 \ub192\uc544\uc9c0\uba74\uc11c \ub370\uc774\ud130 \ub808\uc774\ud06c \ubc0f \ubd84\uc0b0 \ucef4\ud4e8\ud305\uacfc \uac19\uc740 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc544\ud0a4\ud14d\ucc98\uac00 \ud544\uc694\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \ud488\uc9c8 \ubc0f \ub178\uc774\uc988:<\/b><span style=\"font-weight: 400;\"> \ube44\uc815\ud615 \uc18c\uc2a4\uc5d0\ub294 \uad00\ub828\uc131\uc774 \uc5c6\uac70\ub098 \ubd88\uc644\uc804\ud558\uac70\ub098 \uc911\ubcf5\ub41c \uc815\ubcf4\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uae30 \ub54c\ubb38\uc5d0 \uad11\ubc94\uc704\ud55c \uc0ac\uc804 \ucc98\ub9ac \uc5c6\uc774\ub294 \uc758\ubbf8 \uc788\ub294 \ud328\ud134\uc744 \ucd94\ucd9c\ud558\uae30\uac00 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubd84\uc11d \uae30\uc220\uc758 \ubcf5\uc7a1\uc131:<\/b><span style=\"font-weight: 400;\"> NLP, \uc774\ubbf8\uc9c0 \uc778\uc2dd \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc740 \uc815\ud655\ud55c \uacb0\uacfc\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc804\ubb38 \uc9c0\uc2dd\uacfc \uc138\uc2ec\ud55c \ud29c\ub2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc640\uc758 \ud1b5\ud569:<\/b><span style=\"font-weight: 400;\"> \uc815\ud615 \ubc0f \ube44\uc815\ud615 \uc18c\uc2a4\uc758 \uc778\uc0ac\uc774\ud2b8\ub97c \uacb0\ud569\ud558\ub294 \uac83\uc740 \ud615\uc2dd, \uc2a4\ud0a4\ub9c8 \ubc0f \ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778\uc774 \uc11c\ub85c \ub2e4\ub974\uae30 \ub54c\ubb38\uc5d0 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ube44\uc6a9 \ubc0f \ub9ac\uc18c\uc2a4 \uc9d1\uc57d\ub3c4:<\/b><span style=\"font-weight: 400;\"> \ud2b9\ud788 AI \ubc0f ML \uc6cc\ud06c\ub85c\ub4dc\uc5d0\uc11c \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub824\uba74 \uace0\uc131\ub2a5 \uc778\ud504\ub77c\uac00 \ud544\uc694\ud558\uba70 \uc6b4\uc601 \ube44\uc6a9 \uc99d\uac00\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \uaddc\uc815 \uc900\uc218 \uc704\ud5d8:<\/b><span style=\"font-weight: 400;\"> \uc774\uba54\uc77c, \ubb38\uc11c \ub610\ub294 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc758 \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \ub54c\ub294 \uc5c4\uaca9\ud55c \uac70\ubc84\ub10c\uc2a4 \ubc0f \ubcf4\uc548 \uc81c\uc5b4\uac00 \ud544\uc694\ud55c \uaddc\uc81c \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc778\uc0ac\uc774\ud2b8\ub85c \uc804\ud658\ud558\ub294 \uac83\uc740 \ubbf8\ub9ac \uc815\uc758\ub41c \ud615\uc2dd\uc774 \uc5c6\ub294 \uc815\ubcf4\ub97c \uc815\ub9ac\ud558\uace0, \ubd84\ub958\ud558\uace0, \ud574\uc11d\ud558\ub294 \ub4f1 \ud63c\ub3c8\uc5d0\uc11c \uc9c8\uc11c\ub97c \ub9cc\ub4dc\ub294 \uac83\uc5d0\uc11c \uc2dc\uc791\ub429\ub2c8\ub2e4. \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub530\ub77c \uae30\uc220\uc740 \ub2e4\ub974\uc9c0\ub9cc, \uc544\ub798\uc5d0 \uc124\uba85\ub41c \ub2e8\uacc4\ub294 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ub354 \ud604\uba85\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud55c \ub85c\ub4dc\ub9f5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa9\ud45c\ub97c \ud30c\uc545\ud558\uc138\uc694:<\/b><span style=\"font-weight: 400;\"> \uace0\uac1d \uc815\uc11c \ubd84\uc11d \uac1c\uc120, \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0, \uc0c8\ub85c\uc6b4 \uc2dc\uc7a5 \ud2b8\ub80c\ub4dc \ud30c\uc545 \ub4f1 \ud574\uacb0\ud558\uace0\uc790 \ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ubb38\uc81c \ub610\ub294 \ubaa9\ud45c\ub97c \uc815\uc758\ud558\uc138\uc694.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ud1b5\ud569\ud558\uc138\uc694:<\/b><span style=\"font-weight: 400;\"> \uc18c\uc15c \ubbf8\ub514\uc5b4, \ubb38\uc11c, IoT \uc7a5\uce58, \uc774\uba54\uc77c, \uba40\ud2f0\ubbf8\ub514\uc5b4 \ud30c\uc77c\uacfc \uac19\uc740 \uad00\ub828 \uc18c\uc2a4\uc5d0\uc11c \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud55c \ub2e4\uc74c \ub370\uc774\ud130 \ub808\uc774\ud06c\uc640 \uac19\uc740 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2a4\ud1a0\ub9ac\uc9c0 \uc2dc\uc2a4\ud15c\uc5d0 \uc911\uc559 \uc9d1\uc911\ud654\ud558\uc138\uc694.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uc804\ucc98\ub9ac \ubc0f \uc815\ub9ac:<\/b><span style=\"font-weight: 400;\"> \uc911\ubcf5\uc744 \uc81c\uac70\ud558\uace0, \uad00\ub828 \uc5c6\ub294 \uc815\ubcf4\ub97c \ud544\ud130\ub9c1\ud558\uace0, \ud615\uc2dd\uc744 \ud45c\uc900\ud654\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\ub294 \ubd84\uc11d\uc744 \uc704\ud574 \ub370\uc774\ud130\ub97c \uc900\ube44\ud558\uae30 \uc704\ud55c \ud14d\uc2a4\ud2b8 \uc815\ub9ac(\uc608: \ud1a0\ud070\ud654, \ud615\ud0dc\uc18c \ubd84\uc11d) \ub610\ub294 \uc774\ubbf8\uc9c0 \uc815\uaddc\ud654\ub3c4 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud2b9\uc9d5 \ucd94\ucd9c \ubc0f \ubcc0\ud658\uc744 \uc801\uc6a9\ud569\ub2c8\ub2e4:<\/b><span style=\"font-weight: 400;\"> \ud14d\uc2a4\ud2b8\uc758 \uacbd\uc6b0 \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc774\ubbf8\uc9c0\uc758 \uacbd\uc6b0 \ucef4\ud4e8\ud130 \ube44\uc804, \uc624\ub514\uc624\uc758 \uacbd\uc6b0 \uc74c\uc131 \ud14d\uc2a4\ud2b8 \ubcc0\ud658\uacfc \uac19\uc740 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ube44\uc815\ud615 \ucf58\ud150\uce20\ub97c \uc815\ud615\ud654\ub41c \ud45c\ud604\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc801\ud569\ud55c \ubd84\uc11d \ubc29\ubc95\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4:<\/b><span style=\"font-weight: 400;\"> \ub370\uc774\ud130 \uc720\ud615\uacfc \ubaa9\uc801\uc5d0 \ub530\ub77c \uac10\uc131 \ubd84\uc11d, \ud074\ub7ec\uc2a4\ud130\ub9c1, \ud1a0\ud53d \ubaa8\ub378\ub9c1, \uc5d4\ud2f0\ud2f0 \uc778\uc2dd\uacfc \uac19\uc740 \uae30\uc220\uc744 \uc801\uc6a9\ud558\uc5ec \ud328\ud134\uacfc \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uacb0\uacfc\ub97c \uc2dc\uac01\ud654\ud558\uace0 \ud574\uc11d\ud558\uc138\uc694:<\/b><span style=\"font-weight: 400;\"> \ub300\uc2dc\ubcf4\ub4dc\uc640 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\ud574\uad00\uacc4\uc790\uac00 \ubcf5\uc7a1\ud55c \uc778\uc0ac\uc774\ud2b8\uc5d0 \ub354 \uc27d\uac8c \uc561\uc138\uc2a4\ud558\uace0 \ucd94\uc138\ub098 \uc0c1\uad00\uad00\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc138\uc694.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc778\uc0ac\uc774\ud2b8\ub97c \uc6b4\uc601\ud558\uc138\uc694:<\/b><span style=\"font-weight: 400;\"> \uacb0\uacfc\ub97c \ube44\uc988\ub2c8\uc2a4 \uc6cc\ud06c\ud50c\ub85c \ub610\ub294 \uc608\uce21 \ubaa8\ub378\uc5d0 \ud1b5\ud569\ud558\uc5ec \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0, \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uac70\ub098, \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uac1c\uc120\ud558\uc138\uc694:<\/b><span style=\"font-weight: 400;\"> \ub370\uc774\ud130 \ud488\uc9c8, \ubaa8\ub378 \uc131\ub2a5 \ubc0f \ubd84\uc11d \uacb0\uacfc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ud3c9\uac00\ud558\uc5ec \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc815\ud655\uc131\uacfc \uad00\ub828\uc131\uc744 \uac1c\uc120\ud558\uc138\uc694.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uc608\uc81c<\/span><\/h2>\n<p><b>\uc608\uc2dc: \uc18c\ub9e4\uc5c5\uc758 \uace0\uac1d \uac10\uc815 \ubd84\uc11d<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\ud55c \uae00\ub85c\ubc8c \ub9ac\ud14c\uc77c \ube0c\ub79c\ub4dc\ub294 \uc218\ubc31\ub9cc \uac74\uc758 \uc628\ub77c\uc778 \ub9ac\ubdf0, \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac8c\uc2dc\ubb3c, \uace0\uac1d \uc9c0\uc6d0 \ucc44\ud305 \ub4f1 \uc218\uc791\uc5c5\uc73c\ub85c \ubd84\uc11d\ud558\uae30 \uc5b4\ub824\uc6b4 \ube44\uc815\ud615 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \uace0\uac1d \uc815\uc11c\ub97c \ud30c\uc545\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774\ub97c \uc774\ud574\ud558\uae30 \uc704\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \uac10\uc815 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\uc73c\ub85c \uc774\ud574\ud569\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud53c\ub4dc\ubc31\uc744 \uae0d\uc815, \ubd80\uc815 \ub610\ub294 \uc911\ub9bd\uc73c\ub85c \ubd84\ub958\ud558\uae30<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc81c\ud488 \ud488\uc9c8, \ubc30\uc1a1 \uc9c0\uc5f0, \uace0\uac1d \uc11c\ube44\uc2a4 \ub4f1 \ubc18\ubcf5\ub418\ub294 \uc8fc\uc81c\ub97c \ud30c\uc545\ud558\uc138\uc694.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc0c8\ub85c\uc6b4 \ud2b8\ub80c\ub4dc\uc640 \ube0c\ub79c\ub4dc \uc5b8\uae09\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \uc778\uc0ac\uc774\ud2b8\ub294 \ub300\uc2dc\ubcf4\ub4dc\uc640 \ubcf4\uace0\uc11c\ub97c \ud1b5\ud574 \uc2dc\uac01\ud654\ub418\uc5b4 \ud300\uc774 \ubb38\uc81c\uc810\uc744 \ube60\ub974\uac8c \ud30c\uc545\ud558\uace0 \ucea0\ud398\uc778 \uc131\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc774\ub7ec\ud55c \uc9c0\uc18d\uc801\uc778 \ubd84\uc11d\uc744 \ud1b5\ud574 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc2e4\uc2dc\uac04 \ud53c\ub4dc\ubc31\uc744 \uae30\ubc18\uc73c\ub85c \uc81c\ud488\uc744 \uac1c\uc120\ud558\uace0, \uba54\uc2dc\uc9c0\ub97c \uac1c\uc120\ud558\uace0, \uace0\uac1d \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc544\ub798 \ub098\uc5f4\ub41c \ub3c4\uad6c\uc640 \ud50c\ub7ab\ud3fc\uc740 \uba38\uc2e0\ub7ec\ub2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uacb0\ud569\ud558\uc5ec \uc758\ubbf8\ub97c \ucd94\ucd9c\ud558\uace0 \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc778\uae30 \uc788\ub294 \ub3c4\uad6c \ubc0f \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc544\ud30c\uce58 \ud558\ub461:<\/b><span style=\"font-weight: 400;\"> \ubc29\ub300\ud55c \uc591\uc758 \ube44\uc815\ud615 \ub610\ub294 \uc815\ud615 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ubd84\uc11d\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ubd84\uc0b0 \ub370\uc774\ud130 \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/semi-structured-data\/\"><span style=\"font-weight: 400;\">\ubc18\uc815\ud615 \ub370\uc774\ud130<\/span><\/a><span style=\"font-weight: 400;\"> \uc0c1\ud488 \ud558\ub4dc\uc6e8\uc5b4 \ud074\ub7ec\uc2a4\ud130\uc5d0 \uac78\uccd0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc544\ud30c\uce58 \uc2a4\ud30c\ud06c:<\/b><span style=\"font-weight: 400;\"> \uc2e4\uc2dc\uac04 \ubd84\uc11d, \uba38\uc2e0 \ub7ec\ub2dd, \ub300\uaddc\ubaa8 \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ube60\ub978 \uc778\uba54\ubaa8\ub9ac \ub370\uc774\ud130 \ucc98\ub9ac \uc5d4\uc9c4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Elasticsearch:<\/b><span style=\"font-weight: 400;\"> \ub85c\uadf8 \ud30c\uc77c, \ubb38\uc11c, \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc0c9\uc778\ud558\uace0 \ubd84\uc11d\ud558\uc5ec \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uace0 \ud328\ud134\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \uc790\uc8fc \uc0ac\uc6a9\ub418\ub294 \uac15\ub825\ud55c \uac80\uc0c9 \ubc0f \ubd84\uc11d \uc5d4\uc9c4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4: <\/b><span style=\"font-weight: 400;\">\uc720\uc5f0\ud55c JSON \ud615\uc2dd\uc73c\ub85c \ube44\uc815\ud615 \ubc0f \ubc18\uc815\ud615 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \ucffc\ub9ac\ud558\ub294 \ubd84\uc0b0\ud615 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4, <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/\"><span style=\"font-weight: 400;\">\uc2e4\uc2dc\uac04 \ubd84\uc11d \uc9c0\uc6d0<\/span><\/a><span style=\"font-weight: 400;\"> \ud655\uc7a5 \uac00\ub2a5\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud150\uc11c\ud50c\ub85c:<\/b><span style=\"font-weight: 400;\"> \uc774\ubbf8\uc9c0, \ud14d\uc2a4\ud2b8, \uc624\ub514\uc624 \ub4f1 \ubcf5\uc7a1\ud55c \ube44\uc815\ud615 \ub370\uc774\ud130 \uc720\ud615\uc744 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0 \ud6c8\ub828\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc624\ud508 \uc18c\uc2a4 \uba38\uc2e0 \ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AWS \uc774\ud574:<\/b><span style=\"font-weight: 400;\"> \uba38\uc2e0 \ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \uc758\ubbf8, \uac10\uc815, \ud575\uc2ec \ubb38\uad6c\ub97c \ucd94\ucd9c\ud558\ub294 \uad00\ub9ac\ud615 NLP \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>IBM \uc653\uc2a8 \ub514\uc2a4\ucee4\ubc84\ub9ac:<\/b><span style=\"font-weight: 400;\"> AI\uc640 NLP\ub97c \uc801\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ube44\uc815\ud615 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4\uc5d0\uc11c \ud328\ud134\uacfc \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud558\ub294 \uc778\uc9c0 \uac80\uc0c9 \ubc0f \ubd84\uc11d \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130\ube0c\ub9ad:<\/b><span style=\"font-weight: 400;\"> \ub300\uaddc\ubaa8 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc704\ud55c \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, \uba38\uc2e0 \ub7ec\ub2dd, \ud611\uc5c5 \ubd84\uc11d\uc744 \ud1b5\ud569\ud558\ub294 \ud1b5\ud569 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tableau:<\/b><span style=\"font-weight: 400;\"> \ube44\uc815\ud615 \ubc0f \ubc18\uc815\ud615 \ub370\uc774\ud130 \uc6d0\ubcf8\uc5d0 \uc5f0\uacb0\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \ub300\ud654\ud615 \ub300\uc2dc\ubcf4\ub4dc\ub97c \ud1b5\ud574 \uc778\uc0ac\uc774\ud2b8\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\uc8fc\uc694 \uc694\uc810 \ubc0f \ucd94\uac00 \ub9ac\uc18c\uc2a4<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ucd5c\uc2e0 \ub370\uc774\ud130 \uc804\ub7b5\uc758 \uac15\ub825\ud55c \uc6d0\ub3d9\ub825\uc73c\ub85c, \uc870\uc9c1\uc774 \uae30\uc874 \ubc29\ubc95\uc73c\ub85c\ub294 \ub193\uce58\uae30 \uc26c\uc6b4 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uace0\uae09 \uae30\uc220\uacfc \ub3c4\uad6c\ub97c \uc801\uc6a9\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uc9c0\uc800\ubd84\ud558\uace0 \ubcf5\uc7a1\ud55c \uc815\ubcf4\ub97c \ub354 \ud604\uba85\ud55c \uc758\uc0ac \uacb0\uc815\uacfc \ud601\uc2e0\uc744 \uc9c0\uc6d0\ud558\ub294 \uac00\uce58 \uc788\ub294 \uc778\ud154\ub9ac\uc804\uc2a4\ub85c \uc804\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ud575\uc2ec \uc0ac\ud56d\uc740 \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\uac70\ub098 \uac1c\uc120\ud560 \ub54c \uc5fc\ub450\uc5d0 \ub450\uc5b4\uc57c \ud560 \uac00\uc7a5 \uc911\uc694\ud55c \uac1c\ub150, \uc774\uc810 \ubc0f \uace0\ub824 \uc0ac\ud56d\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uc8fc\uc694 \uc694\uc810<\/span><\/h3>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624 \ub4f1 \ubbf8\ub9ac \uc815\uc758\ub41c \uad6c\uc870\ub97c \ub530\ub974\uc9c0 \uc54a\ub294 \uc815\ubcf4\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc774\ub294 \uc870\uc9c1\uc774 \uc6b4\uc601, \uace0\uac1d, \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc644\uc804\ud55c \uc2dc\uac01\uc744 \ud655\ubcf4\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub824\uba74 \ud328\ud134\uacfc \uc758\ubbf8\ub97c \ud30c\uc545\ud558\uae30 \uc704\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uba38\uc2e0 \ub7ec\ub2dd, \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uac19\uc740 \uace0\uae09 \uae30\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc815\ud615 \ub370\uc774\ud130\ub294 \uc815\ud655\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ubc18\uba74, \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \uae4a\uc774\uc640 \ub9e5\ub77d\uc744 \uc81c\uacf5\ud558\ubbc0\ub85c \ub354 \ub098\uc740 \ube44\uc988\ub2c8\uc2a4 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc0ac\uc6a9 \uc0ac\ub840\ub294 \uace0\uac1d \uacbd\ud5d8 \ubd84\uc11d\ubd80\ud130 \uc0ac\uae30 \ud0d0\uc9c0, \uc81c\ud488 \uac1c\ubc1c, \uc6b4\uc601 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0 \uac78\uccd0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130\uc758 \ub2e4\uc591\uc131, \uc2a4\ud1a0\ub9ac\uc9c0 \uc218\uc694, \ucc98\ub9ac \ubcf5\uc7a1\uc131, \uc804\ubb38 \uae30\uc220\uc758 \ud544\uc694\uc131 \ub4f1\uc774 \uc8fc\uc694 \uacfc\uc81c\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub2e4\uc591\ud55c \ucd5c\uc2e0 \ub3c4\uad6c\uc640 \ud50c\ub7ab\ud3fc\uc774 \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\uc5ec \ud655\uc7a5\uc131\uacfc \uc2e4\ud589 \uac00\ub2a5\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130\uc640 \uad00\ub828\ub41c \uc8fc\uc81c\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \uc544\ub798 \ub098\uc5f4\ub41c \ucd94\uac00 \ub9ac\uc18c\uc2a4\ub97c \ucc38\uc870\ud558\uc138\uc694:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/unstructured-data-management\/\"><span style=\"font-weight: 400;\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac - \uac1c\ub150<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-analysis-methods\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95: \uc815\uc131\uc801 \uae30\ubc95\uacfc \uc815\ub7c9\uc801 \uae30\ubc95 - \ube14\ub85c\uadf8<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/conversational-analytics\/\"><span style=\"font-weight: 400;\">\ub300\ud654\ud615 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694? \uc608\uc81c \ubc0f \ub3c4\uad6c - \ube14\ub85c\uadf8<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-chunking\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uccad\ud06c \uac00\uc774\ub4dc - \ube14\ub85c\uadf8<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/data-ingestion\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc218\uc9d1 - \uac1c\ub150<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/enterprise-analytics\/\"><span style=\"font-weight: 400;\">\uc5d4\ud130\ud504\ub77c\uc774\uc988 \ubd84\uc11d - \uac1c\ub150<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Unstructured data analysis focuses on uncovering insights from data that doesn\u2019t follow a fixed format, such as text, images, and audio. 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