{"id":702,"date":"2026-01-20T00:17:10","date_gmt":"2026-01-20T08:17:10","guid":{"rendered":"https:\/\/www.couchbase.com\/\/what-is-big-data-analytics\/"},"modified":"2026-08-03T05:07:51","modified_gmt":"2026-08-03T12:07:51","slug":"what-is-big-data-analytics","status":"publish","type":"concepts","link":"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/what-is-big-data-analytics\/","title":{"rendered":"\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-layout-constrained wp-container-core-group-is-layout-f8f7ee75 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-0fd64a4d wp-block-columns-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<h1 id=\"h-what-is-big-data-analytics\" class=\"wp-block-heading has-heading-2-xl-font-size\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h1>\n\n\n\n<p class=\"has-large-font-size wp-block-paragraph\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud558\uc5ec \uc911\uc694\ud55c \ube44\uc988\ub2c8\uc2a4 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/products\/analytics\/\" title=\"\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4 \uc0ac\uc6a9\" target=\"_self\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4 \uc0ac\uc6a9<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/operational-analytics\/\" title=\"\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30\" target=\"_self\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center hero__media-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:55%\">\n<figure class=\"wp-block-image aligncenter size-full has-custom-border size-large hero__image\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star-4.png\" alt=\"\" class=\"wp-image-576\" style=\"border-top-left-radius:var(--wp--custom--border-radius--card);border-top-right-radius:var(--wp--custom--border-radius--card);border-bottom-left-radius:var(--wp--custom--border-radius--card);border-bottom-right-radius:var(--wp--custom--border-radius--card)\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-13ab9bce wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-bottom:var(--wp--preset--spacing--2-xl)\">\n<h2 id=\"h-overview-of-big-data-analytics\" class=\"wp-block-heading\">\ube45\ub370\uc774\ud130 \ubd84\uc11d \uac1c\uc694<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uace0\uae09 \ubd84\uc11d \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uc218\uc775\uc744 \uc99d\ub300\ud558\uba70 \uae30\uc5c5 \ub0b4 \uace0\uac1d \ucc38\uc5ec\ub97c \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ud655\ubcf4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"padding-top:0\">\uc774 \ud398\uc774\uc9c0\uc5d0\uc11c \ub2e4\ub8f0 \ub0b4\uc6a9\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#h-what-is-big-data\" type=\"internal\" id=\"#h-what-is-big-data\" class=\"scrollToHash\">\ube45 \ub370\uc774\ud130\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/li>\n\n\n\n<li><a href=\"#h-types-of-big-data-analytics\" type=\"internal\" id=\"#h-types-of-big-data-analytics\" class=\"scrollToHash\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc720\ud615<\/a><\/li>\n\n\n\n<li><a href=\"#h-benefits-of-big-data-analytics\" type=\"internal\" id=\"#h-benefits-of-big-data-analytics\" class=\"scrollToHash\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc774\uc810<\/a><\/li>\n\n\n\n<li><a href=\"#h-use-cases-for-big-data-analytics\" type=\"internal\" id=\"#h-use-cases-for-big-data-analytics\" class=\"scrollToHash\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d \uc0ac\uc6a9 \uc0ac\ub840<\/a><\/li>\n\n\n\n<li><a href=\"#h-challenges-with-big-data-analytics\" type=\"internal\" id=\"#h-challenges-with-big-data-analytics\" class=\"scrollToHash\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uacfc\uc81c<\/a><\/li>\n\n\n\n<li><a href=\"#h-big-data-analytics-tools\" type=\"internal\" id=\"#h-big-data-analytics-tools\" class=\"scrollToHash\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c<\/a><\/li>\n\n\n\n<li><a href=\"#h-how-couchbase-helps-with-big-data-analytics\" type=\"internal\" id=\"#h-how-couchbase-helps-with-big-data-analytics\" class=\"scrollToHash\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4\uac00 \ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubc29\ubc95<\/a><\/li>\n\n\n\n<li><a href=\"#h-conclusion\" type=\"internal\" id=\"#h-conclusion\" class=\"scrollToHash\">\uacb0\ub860<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-what-is-big-data\" class=\"wp-block-heading\">\ube45 \ub370\uc774\ud130\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\"<a href=\"https:\/\/en.wikipedia.org\/wiki\/Big_data\">\ube45 \ub370\uc774\ud130<\/a>'\ub370\uc774\ud130 \uc218\uc9d1'\uc740 \uc815\ud615, \ubc18\uc815\ud615 \ub610\ub294 \ube44\uc815\ud615\uc77c \uc218 \uc788\ub294 \ub300\ub7c9\uc758 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud558\uba70, \ub300\ubd80\ubd84\uc758 \uacbd\uc6b0 \uc138 \uac00\uc9c0 \uc720\ud615\uc774 \ubaa8\ub450 \uacb0\ud569\ub418\uc5b4 \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc870\uc9c1\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uc6b4\uc601 \uc911\uc778 \ube44\uc988\ub2c8\uc2a4 \uc2dc\uc2a4\ud15c\uacfc \uac19\uc740 \ub0b4\ubd80 \uc18c\uc2a4\uc640 \ub274\uc2a4, \ub0a0\uc528, \uc18c\uc15c \ubbf8\ub514\uc5b4\uc640 \uac19\uc740 \uc678\ubd80 \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \ube45\ub370\uc774\ud130\ub294 \uadf8 \ub2e4\uc591\uc131\uacfc \ubc29\ub300\ud55c \uc591\uc73c\ub85c \uc778\ud574 \ub0b4\uc7ac\uc801\uc778 \ubcf5\uc7a1\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-types-of-big-data-analytics\" class=\"wp-block-heading\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc720\ud615<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ud1b5\uacc4 \uae30\ubc95, \ud2b8\ub80c\ub4dc, \ud328\ud134, \uc0c1\uad00\uad00\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ube45 \ub370\uc774\ud130\ub97c \uc870\uc0ac\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \ube44\uc988\ub2c8\uc2a4 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc774\ub7ec\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ub354\uc6b1 \ud65c\uc6a9\ud558\uc5ec \uc608\uc0c1 \uacb0\uacfc\ub97c \uc608\uce21\ud558\uace0 \ub2e4\uc74c\uc5d0 \ud574\uc57c \ud560 \uc77c\uc744 \ucd94\ucc9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc740 \uc5ec\ub7ec \uac00\uc9c0\uac00 \uc788\uc9c0\ub9cc \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c \ub124 \uac00\uc9c0 \ubc29\ubc95\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<h3 id=\"h-descriptive-analytics\" class=\"wp-block-heading\">\uc124\uba85\uc801 \ubd84\uc11d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc124\uba85\uc801 \ubd84\uc11d\uc740 \"<span>\ubb34\uc2a8 \uc77c\uc774 \uc788\uc5c8\ub098\uc694?<\/span>\uc7ac\ubb34, \uc0dd\uc0b0 \ubc0f \ud310\ub9e4\ub97c \uce21\uc815\ud558\uc5ec \" \"<span>\ubb34\uc2a8 \uc77c\uc774 \uc788\uc5c8\ub098\uc694?<\/span>'\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uad11\ubc94\uc704\ud55c \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc124\uba85\uc801 \ubd84\uc11d\uc744 \ud1b5\ud574 \ucd94\uc138\ub97c \ud30c\uc545\ud55c \ud6c4\uc5d0\ub294 \ub2e4\ub978 \uc720\ud615\uc758 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc6d0\uc778\uc744 \ud30c\uc545\ud558\uace0 \uc801\uc808\ud55c \uc870\uce58\ub97c \ucd94\ucc9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-diagnostic-analytics\" class=\"wp-block-heading\">\uc9c4\ub2e8 \ubd84\uc11d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc9c4\ub2e8 \ubd84\uc11d\uc740 \ub2e4\uc74c\uc744 \uacb0\uc815\ud558\uae30 \uc704\ud574 \ub178\ub825\ud569\ub2c8\ub2e4.<span>\uc65c \uc774\ub7f0 \uc77c\uc774 \uc77c\uc5b4\ub0ac\ub294\uc9c0<\/span>'\ub294 \uc124\uba85\uc801 \ubd84\uc11d\uc744 \ud1b5\ud574 \ubc1c\uacac\ud55c \uc778\uc0ac\uc774\ud2b8\uc5d0\uc11c \ub370\uc774\ud130\uc5d0 \uc778\uacfc\uad00\uacc4\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-predictive-analytics\" class=\"wp-block-heading\">\uc608\uce21 \ubd84\uc11d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\uce21 \ubd84\uc11d \uae30\uc220\uc740 \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uacfc \uacfc\uac70 \ubc0f \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ud1b5\uacc4 \ubaa8\ub378\ub9c1\uc744 \ud65c\uc6a9\ud558\uc5ec \"<span>\ub2e4\uc74c\uc5d0 \uc77c\uc5b4\ub0a0 \uc77c<\/span>'\ub294 \uc8fc\uc5b4\uc9c4 \uc0c1\ud669\uc774\ub098 \uc870\uac74\uc5d0 \ub300\ud574 \uac00\uc7a5 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \uacb0\uacfc, \uacb0\uacfc \ub610\ub294 \ud589\ub3d9\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-prescriptive-analytics\" class=\"wp-block-heading\">\uaddc\ubc94\uc801 \ubd84\uc11d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uaddc\ubc94\uc801 \ubd84\uc11d\uc740 \ubcf5\uc7a1\ud55c \uc2dc\ubbac\ub808\uc774\uc158 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \"<span>\ucc28\uc120\ucc45\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/span>' \uc124\uba85 \ubc0f \uc608\uce21 \ubd84\uc11d \uacb0\uacfc\ub97c \uae30\ubc18\uc73c\ub85c \ud569\ub2c8\ub2e4. \uc774\uc0c1\uc801\uc73c\ub85c, \uaddc\ubc94\uc801 \ubd84\uc11d\uc740 \ube44\uc988\ub2c8\uc2a4 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-benefits-of-big-data-analytics\" class=\"wp-block-heading\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc774\uc810\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \ud1b5\ud574 \uc870\uc9c1\uc740 \uace0\uac1d\uacfc \ub354 \uc798 \uc18c\ud1b5\ud558\uace0, \ub354 \uac1c\uc778\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uba70, \ub354 \ub098\uc740 \uc81c\ud488\uc744 \uc81c\uacf5\ud558\uace0, \uad81\uadf9\uc801\uc73c\ub85c \ub354 \uacbd\uc7c1\ub825 \uc788\uace0 \uc131\uacf5\uc801\uc778 \ube44\uc988\ub2c8\uc2a4\ub97c \uc6b4\uc601\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc804\ub7b5\uc801 \uc758\uc0ac \uacb0\uc815\uc744 \uc704\ud55c \ubbf8\ub798 \uacb0\uacfc \uc608\uce21\uc744 \uc704\ud574 \uacfc\uac70 \ucd94\uc138\ub97c \uc774\ud574\ud558\uace0 \uc0ac\uc6a9<\/li>\n\n\n\n<li>\ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \ucd5c\uc801\ud654 \ubc0f \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ud6a8\uc728\uc131 \ud5a5\uc0c1<\/li>\n\n\n\n<li>\uace0\uac1d\uc758 \ud2b9\uc131, \uc120\ud638\ub3c4 \ubc0f \uc815\uc11c\ub97c \uc774\ud574\ud558\uc5ec \ubcf4\ub2e4 \uac1c\uc778\ud654\ub41c \uc81c\uc548 \ubc0f \ucd94\ucc9c\uc744 \ud1b5\ud574 \uace0\uac1d \ucc38\uc5ec\ub3c4 \ud5a5\uc0c1<\/li>\n\n\n\n<li>\ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc5d0 \ub300\ud55c \uc778\uc2dd \uac1c\uc120\uc744 \ud1b5\ud55c \uae30\uc5c5 \ub9ac\uc2a4\ud06c \uac10\uc18c<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-use-cases-for-big-data-analytics\" class=\"wp-block-heading\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d \uc0ac\uc6a9 \uc0ac\ub840<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uacfc\uac70 \ucd94\uc138\ub97c \ud30c\uc545\ud558\uace0 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uae30\ubc18\ud55c \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ubaa8\ub4e0 \uc5c5\uacc4\uc758 \ubaa8\ub4e0 \uaddc\ubaa8\uc758 \uc870\uc9c1, \ud2b9\ud788 \ub370\uc774\ud130 \uc0ac\uc6a9\ub7c9\uc774 \ub9ce\uc740 \ub300\uae30\uc5c5\uc5d0 \uc5c4\uccad\ub09c \uac00\uce58\ub97c \uc9c0\ub2c8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc758 \uba87 \uac00\uc9c0 \uc2e4\uc81c \uc0ac\uc6a9 \uc0ac\ub840\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ube45\ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ucd08\uac1c\uc778\ud654\ub41c \ucd94\ucc9c\uc744 \uc81c\uacf5\ud558\ub294 \ub9ac\ud14c\uc77c\ub7ec<\/li>\n\n\n\n<li>\uacf5\uae09\ub9dd \ub610\ub294 \uc870\ub9bd \uc791\uc5c5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \uace0\uc7a5\uc774\ub098 \uc911\ub2e8\uc774 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \uc608\uce21\ud558\uc5ec \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \ub2e4\uc6b4\ud0c0\uc784\uc744 \ubc29\uc9c0\ud558\ub294 \uc81c\uc870 \uae30\uc5c5<\/li>\n\n\n\n<li>\uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc13c\uc11c \ub370\uc774\ud130\ub97c \uc2e4\ud589\ud558\uc5ec \ubb38\uc81c\ub97c \ud30c\uc545\ud558\uace0 \uc989\uc2dc \uc6b4\uc601\uc744 \uc870\uc815\ud558\ub294 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5<\/li>\n\n\n\n<li>\ub9c8\ucf00\ud305 \ucea0\ud398\uc778\uacfc \uc81c\ud488 \ubc29\ud5a5\uc131\uc744 \uc54c\ub9ac\uae30 \uc704\ud574 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0\uc11c \uc790\uc0ac \uc81c\ud488\uc5d0 \ub300\ud55c \uac10\uc815\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \uc18c\ube44\uc7ac \uae30\uc5c5<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub294 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0, \ub9e4\ucd9c\uc744 \ub298\ub9ac\uace0, \ud68c\uc0ac \ub0b4 \uace0\uac1d \ucc38\uc5ec\ub97c \uac1c\uc120\ud558\ub294 \ubc29\ubc95\uc758 \uba87 \uac00\uc9c0 \uc608\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-challenges-with-big-data-analytics\" class=\"wp-block-heading\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uacfc\uc81c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc5d0\ub294 \ub2e4\uc591\ud55c \ud615\uc2dd\uc758 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub418\ubbc0\ub85c \uc801\uc2dc\uc131, \ub370\uc774\ud130 \uc811\uadfc\uc131, \ubaa9\ud45c\uc5d0 \uc801\ud569\ud55c \uc811\uadfc \ubc29\uc2dd \uc120\ud0dd \ub4f1 \uc870\uc9c1\uc774 \uace0\ub824\ud574\uc57c \ud560 \uc0c1\ub2f9\ud55c \ubcf5\uc7a1\uc131\uacfc \uad6c\uccb4\uc801\uc778 \uacfc\uc81c\uac00 \uc218\ubc18\ub429\ub2c8\ub2e4. \uc870\uc9c1\uc744 \uc704\ud55c \ube45 \ub370\uc774\ud130 \ubd84\uc11d \uc774\ub2c8\uc154\ud2f0\ube0c\ub97c \uacc4\ud68d\ud560 \ub54c \uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \uc5fc\ub450\uc5d0 \ub450\uc138\uc694:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30\uae4c\uc9c0 \uc624\ub79c \uc2dc\uac04 <\/strong><br>\n\uac00\ub2a5\ud55c \ud55c \ube68\ub9ac \uc6b4\uc601 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \uac83\uc774 \ubaa8\ub4e0 \ubd84\uc11d \ub178\ub825\uc758 \uad81\uadf9\uc801\uc778 \ubaa9\ud45c\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc11c\ub85c \ub2e4\ub978 \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ubcf5\uc0ac\ud558\uc5ec \ub2e4\uc74c\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc5d0 \ub85c\ub4dc\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. <a href=\"https:\/\/en.wikipedia.org\/wiki\/Extract,_transform,_load\">ETL<\/a> \uc2dc\uac04\uc774 \uac78\ub9ac\ub294 \ud504\ub85c\uc138\uc2a4 - \ub370\uc774\ud130\uac00 \ub9ce\uc744\uc218\ub85d \uc2dc\uac04\uc774 \ub354 \uc624\ub798 \uac78\ub9bd\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc774\uc720\ub85c \ubaa8\ub4e0 \ub370\uc774\ud130\uac00 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc804\uc1a1\ub418\uc5b4 \uac80\uc99d\ub420 \ub54c\uae4c\uc9c0 \ubd84\uc11d\uc744 \uc2dc\uc791\ud560 \uc218 \uc5c6\uae30 \ub54c\ubb38\uc5d0 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \uac83\uc740 \uac70\uc758 \ubd88\uac00\ub2a5\ud569\ub2c8\ub2e4. \ucd08\uae30 \ub85c\ub4dc \ud6c4 \uc5c5\ub370\uc774\ud2b8\ub294 \uc810\uc9c4\uc801\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c8 \uc218 \uc788\uc9c0\ub9cc, \uc18c\uc2a4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubcc0\uacbd \uc0ac\ud56d\uc774 \uc804\ud30c\ub428\uc5d0 \ub530\ub77c \uc9c0\uc5f0\uc774 \ubc1c\uc0dd\ud558\uc5ec \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \ub370 \uac78\ub9ac\ub294 \uc2dc\uac04\uc774 \uae38\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub370\uc774\ud130 \uc815\ub9ac \ubc0f \ud488\uc9c8<\/strong><br>\n\ube45 \ub370\uc774\ud130\ub294 \uc27d\uac8c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub294 \ubc29\uc2dd\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \uc815\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. \ube45\ub370\uc774\ud130\uc5d0\ub294 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ub2e4\uc591\ud55c \ud615\uc2dd\uc758 \ub300\ub7c9\uc758 \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub418\ubbc0\ub85c \uc870\uc9c1\uc740 \ub370\uc774\ud130 \ud488\uc9c8 \uad00\ub9ac\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud574 \uc0c1\ub2f9\ud55c \uc2dc\uac04, \ub178\ub825, \ub9ac\uc18c\uc2a4\ub97c \ud22c\uc790\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638<\/strong><br>\n\ube45\ub370\uc774\ud130 \uc2dc\uc2a4\ud15c\uc740 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \uc694\uc18c\uc758 \uc7a0\uc7ac\uc801\uc778 \ubbfc\uac10\uc131 \ub54c\ubb38\uc5d0 \ubcf4\uc548 \ubc0f \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c\ub97c \uc57c\uae30\ud560 \uc218 \uc788\uc73c\uba70, \uc2dc\uc2a4\ud15c\uc758 \uaddc\ubaa8\uac00 \ucee4\uc9c8\uc218\ub85d \uc774\ub7ec\ud55c \ubb38\uc81c\ub294 \ub354\uc6b1 \ucee4\uc9d1\ub2c8\ub2e4. \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \uc804\uc1a1\uc740 \uc554\ud638\ud654\ub418\uc5b4\uc57c \ud558\uba70, \uc0ac\uc6a9\uc790 \uc790\uaca9 \uc99d\uba85\uc744 \ud1b5\ud574 \uc561\uc138\uc2a4\ub97c \uc644\ubcbd\ud558\uac8c \uac10\uc0ac\ud558\uace0 \uc81c\uc5b4\ud560 \uc218 \uc788\uc5b4\uc57c \ud558\uc9c0\ub9cc, \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\ub3c4 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud658\uc790 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0\uc790 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \uaddc\uc815\uc5d0 \ub530\ub77c \ub370\uc774\ud130\ub97c \ub2e4\ub978 \uc704\uce58\ub85c \ubcf5\uc0ac\ud558\uac70\ub098 \uace0\uae09 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud558\uae30 \uc804\uc5d0 \uc775\uba85\ud654\ud574\uc57c \ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 \ubcf4\uc548\uacfc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uac83\uc740 \ubcf5\uc7a1\ud558\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc801\ud569\ud55c \uae30\uc220 \ucc3e\uae30<\/strong><br>\n\ube45\ub370\uc774\ud130\ub97c \uc800\uc7a5, \ucc98\ub9ac, \ubd84\uc11d\ud558\ub294 \uae30\uc220\uc740 \uc218\ub144 \uc804\ubd80\ud130 \uc0ac\uc6a9\ub418\uc5b4 \uc654\uc73c\uba70, \ub2e4\uc591\ud55c \uc635\uc158\uacfc \uc7a0\uc7ac\uc801\uc778 \uc544\ud0a4\ud14d\ucc98\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc870\uc9c1\uc740 \ubaa9\ud45c\ub97c \uacb0\uc815\ud558\uace0 \uc778\ud504\ub77c, \uc694\uad6c\uc0ac\ud56d, \uc804\ubb38\uc131 \uc218\uc900\uc5d0 \ub9de\ub294 \ucd5c\uc801\uc758 \uae30\uc220\uc744 \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \uc870\uc9c1\uc740 \ud5a5\ud6c4 \uc694\uad6c \uc0ac\ud56d\uc744 \uace0\ub824\ud558\uace0 \uc120\ud0dd\ud55c \uae30\uc220 \uc2a4\ud0dd\uc774 \ud544\uc694\uc5d0 \ub530\ub77c \ubc1c\uc804\ud560 \uc218 \uc788\ub294\uc9c0 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-big-data-analytics-tools\" class=\"wp-block-heading\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc740 \ube45\ub370\uc774\ud130\ub97c \uc218\uc9d1, \ucc98\ub9ac, \uc815\uc81c \ubc0f \ubd84\uc11d\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc758 \ud2b9\uc815 \ubd80\ubd84\uc744 \uc6d0\ud65c\ud558\uac8c \ud558\uae30 \uc704\ud574 \ud568\uaed8 \uc791\ub3d9\ud558\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\uac00 \uc9c0\uc6d0\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uba87 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \uae30\uc220\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<h3 id=\"h-hadoop\" class=\"wp-block-heading\">Hadoop<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ud558\ub461\uc740 \uad6c\uae00 \ub9f5\ub9ac\ub4c0\uc2a4 \uc704\uc5d0 \uad6c\ucd95\ub41c \uc624\ud508 \uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \ube45\ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ucc98\ub9ac\ub97c \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. 2002\ub144\uc5d0 \uc124\ub9bd\ub41c Hadoop\uc740 \ube45 \ub370\uc774\ud130 \uae30\uc220 \ud658\uacbd\uc758 \uc6d0\ub85c\ub77c\uace0 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub300\ub7c9\uc758 \uc815\ud615 \ubc0f \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc9c0\ub9cc Spark\uc640 \uac19\uc740 \ucd5c\uc2e0 \ube45 \ub370\uc774\ud130 \uae30\uc220\uc5d0 \ube44\ud574 \uc18d\ub3c4\uac00 \ub290\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-spark\" class=\"wp-block-heading\">Spark<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Spark\ub294 Apache Foundation\uc758 \uc624\ud508 \uc18c\uc2a4 \ud074\ub7ec\uc2a4\ud130 \ucef4\ud4e8\ud305 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ud074\ub7ec\uc2a4\ud130 \uc804\ubc18\uc5d0\uc11c \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \uc704\ud55c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Spark\ub294 \ube60\ub978 \uacc4\uc0b0\uc744 \uc704\ud574 \ubc30\uce58 \ubc0f \uc2a4\ud2b8\ub9bc \ucc98\ub9ac\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc73c\uba70, \ub514\uc2a4\ud06c\uc5d0 \uc911\uac04 \ub370\uc774\ud130\ub97c \uc77d\uace0 \uc4f0\ub294 \ub300\uc2e0 \uc778\uba54\ubaa8\ub9ac\ub97c \uc2e4\ud589\ud558\uae30 \ub54c\ubb38\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c Hadoop\ubcf4\ub2e4 \ube60\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-nosql-databases\" class=\"wp-block-heading\">NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c JSON \ubb38\uc11c\ub85c \uc800\uc7a5\ud558\ub294 \ube44\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c, \uc720\uc5f0\ud558\uace0 \uc2a4\ud0a4\ub9c8\uac00 \uc5c6\uc5b4 \uc6d0\uc2dc \ube44\uc815\ud615 \ube45\ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub370 \uc801\ud569\ud55c \uc635\uc158\uc785\ub2c8\ub2e4. \ub610\ud55c \uace0\uac00\uc6a9\uc131\uacfc \ub0b4\uacb0\ud568\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ub178\ub4dc \ud074\ub7ec\uc2a4\ud130\uc5d0 \ubd84\uc0b0\ub418\uc5b4 \uc2e4\ud589\ub418\ub294 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubd84\uc0b0\ud615\uc785\ub2c8\ub2e4. \uc77c\ubd80 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc778\uba54\ubaa8\ub9ac \uc2e4\ud589\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucffc\ub9ac \uc751\ub2f5 \uc2dc\uac04\uc774 \ub9e4\uc6b0 \ube60\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-kafka\" class=\"wp-block-heading\">\uce74\ud504\uce74<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Apache Kafka\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \uc571, \ub370\uc774\ud130\ubca0\uc774\uc2a4, \ub85c\uadf8, \uba54\uc2dc\uc9c0 \uc9c0\ud5a5 \ubbf8\ub4e4\uc6e8\uc5b4 \ub4f1\uc758 \ud37c\ube14\ub9ac\uc154 \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc2a4\ud2b8\ub9ac\ubc0d\ud558\ub294 \uc624\ud508 \uc18c\uc2a4 \ubd84\uc0b0 \uc774\ubca4\ud2b8 \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. Kafka\ub294 \uc2e4\uc2dc\uac04 \uc2a4\ud2b8\ub9ac\ubc0d\uacfc \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-machine-learning-tools\" class=\"wp-block-heading\">\uba38\uc2e0 \ub7ec\ub2dd \ub3c4\uad6c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ube45\ub370\uc774\ud130 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \uc608\uce21\ud558\uace0, \uc608\uce21\uc744 \ud558\uace0, \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uc81c\uacf5\ud558\uac70\ub098, \ub370\uc774\ud130\uc758 \ud328\ud134\uc744 \uc778\uc2dd\ud569\ub2c8\ub2e4. \uba38\uc2e0 \ub7ec\ub2dd \ub3c4\uad6c\uc5d0\ub294 \ub2e4\uc591\ud55c \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ubc88\ub4e4\ub85c \uc81c\uacf5\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70, \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 \uc635\uc158\ub3c4 scikit-learn, PyTorch, TensorFlow, KNIME \ub4f1\uacfc \uac19\uc774 \ub2e4\uc591\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-data-visualization-and-business-intelligence-tools\" class=\"wp-block-heading\">\ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ub3c4\uad6c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ucc28\ud2b8, \uadf8\ub798\ud504, \ud45c, \uc9c0\ub3c4\uc640 \uac19\uc740 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud574 \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \uc804\ub2ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ub3c4\uad6c\ub294 \ubd84\uc11d \uacb0\uacfc\ub97c \uac04\uacb0\ud558\uac8c \ud45c\ud604\ud558\uba70, \uc8fc\uc694 \uc9c0\ud45c\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubb38\uc81c\uc5d0 \ub300\ud55c \uc54c\ub9bc\uc744 \uc81c\uacf5\ud558\ub294 \ub300\uc2dc\ubcf4\ub4dc \uc81c\uc791\uc5d0 \ud2b9\ud654\ub41c \ub3c4\uad6c\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-how-couchbase-helps-with-big-data-analytics\" class=\"wp-block-heading\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4\uac00 \ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubc29\ubc95<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/ko\/products\/capella\/\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c\u2122<\/a> \ub294 SQL \ubc0f ACID \ud2b8\ub79c\uc7ad\uc158\uacfc \uac19\uc740 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uac15\uc810\uacfc JSON\uc758 \uc720\uc5f0\uc131 \ubc0f \ud655\uc7a5\uc131\uc744 \uacb0\ud569\ud55c \ubd84\uc0b0\ud615 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Capella\ub294 \uc18d\ub3c4\ub97c \uc704\ud55c \uc778\uba54\ubaa8\ub9ac \ucc98\ub9ac, \uace0\uac00\uc6a9\uc131 \ubc0f \uc7a5\uc560 \uc870\uce58\ub97c \uc704\ud55c \uc790\ub3d9 \ub370\uc774\ud130 \ubcf5\uc81c, \uc571\uc5d0 \uac80\uc0c9\uc744 \ucd94\uac00\ud558\uae30 \uc704\ud55c \ub0b4\uc7a5\ub41c \uc804\uccb4 \ud14d\uc2a4\ud2b8 \uac80\uc0c9, \ub370\uc774\ud130 \ubcc0\uacbd\uc5d0 \ub530\ub77c \uc791\uc5c5\uc744 \ud2b8\ub9ac\uac70\ud558\ub294 \uc774\ubca4\ud2b8 \ub4f1\uc758 \ub2e4\uc591\ud55c \ubaa8\ub378 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2ec\uc9c0\uc5b4 AI \uae30\ubc18 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc778 <a class=\"aspect-ratio-modal content-link\" href=\"https:\/\/youtu.be\/ldVRElRSswU?feature=shared\">Capella iQ<\/a> \ub97c \uc0ac\uc6a9\ud558\uc5ec \ucffc\ub9ac \uc791\uc131 \ubc0f \ub370\uc774\ud130 \uc870\uc791\uc5d0 \ub3c4\uc6c0\uc744 \uc8fc\ubbc0\ub85c \uc27d\uac8c \ucc44\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">JSON \ubb38\uc11c \uc800\uc7a5 \ubaa8\ub378\uacfc \uba54\ubaa8\ub9ac \uc6b0\uc120 \uc544\ud0a4\ud14d\ucc98 \ub355\ubd84\uc5d0 Capella\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub2e4\uc591\ud55c \ubc18\uc815\ud615 \ubc0f \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc2e0\uc18d\ud558\uac8c \ucffc\ub9ac\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc5b4 \ube45\ub370\uc774\ud130 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Capella\ub294 \uae30\ubcf8\uc801\uc73c\ub85c \ub2e4\uc74c\uc6a9 \ucee4\ub125\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\ub978 \ube45 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\uc640\ub3c4 \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/docs.couchbase.com\/spark-connector\/current\/index.html\">Spark<\/a>, <a href=\"https:\/\/docs.couchbase.com\/kafka-connector\/current\/index.html\">\uce74\ud504\uce74<\/a>\ubc0f <a href=\"https:\/\/docs.couchbase.com\/tableau-connector\/current\/index.html\">Tableau<\/a> \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud574 \ud655\uc7a5\uc131\uc774 \ub6f0\uc5b4\ub098\uace0 \ud6a8\uc728\uc801\uc778 \ubd84\uc11d \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubb34\uc5c7\ubcf4\ub2e4\ub3c4 Capella\uc5d0\ub294 <a href=\"https:\/\/www.couchbase.com\/ko\/products\/analytics\/\">\ubd84\uc11d<\/a>\ub294 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\ub294 ETL \ud504\ub85c\uc138\uc2a4\ub97c \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc774\ub3d9\ud560 \ud544\uc694 \uc5c6\uc774 \uc6b4\uc601 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4. \uc774 \ubd84\uc11d \uc11c\ube44\uc2a4\ub294 \uc6b4\uc601 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uae30 \uc804\uc5d0 \ubcf5\uc0ac\ud560 \ud544\uc694\uac00 \uc5c6\uae30 \ub54c\ubb38\uc5d0 \uac70\uc758 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\uc73c\uba70, Capella \ud074\ub7ec\uc2a4\ud130, AWS S3 \ubc0f Azure Blob Storage\uc5d0\uc11c JSON \ub370\uc774\ud130\ub97c \uc218\uc9d1, \ud1b5\ud569 \ubc0f \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-conclusion\" class=\"wp-block-heading\">\uacb0\ub860<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc740 \ubb38\uc81c \uc601\uc5ed\uc744 \ubc1c\uacac\ud558\uace0, \uac1c\uc120\uc744 \uc704\ud55c \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uc81c\uacf5\ud558\uba70, \uc18c\ube44\uc790 \ucc38\uc5ec\ub97c \uc720\ub3c4\ud560 \uc218 \uc788\ub294 \ud589\ub3d9\uc744 \uc608\uce21\ud558\ub294 \uae30\ub2a5\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uace0 \uacbd\uc7c1\ub825 \uc788\ub294 \uace0\uac1d \uc911\uc2ec\uc801\uc778 \uc870\uc9c1\uc744 \ub9cc\ub4e4 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \ub3d9\uc601\uc0c1\uc5d0\uc11c \ub3c4\ubbf8\ub178\uac00 Couchbase\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud1b5\ud569 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc73c\ub85c \uac1c\uc778\ud654\ub41c \ub9c8\ucf00\ud305 \ucea0\ud398\uc778\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc138\uc694. <a href=\"https:\/\/www.couchbase.com\/ko\/customers\/dominos\/\">\uace0\uac1d \uc0ac\ub840 \uc5f0\uad6c<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub9ac\uace0 \ub2e4\uc74c \uc0ac\ud56d\uc744 \ubc18\ub4dc\uc2dc \ud655\uc778\ud558\uc138\uc694. <a href=\"https:\/\/cloud.couchbase.com\/sign-up\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c \ubb34\ub8cc \uccb4\ud5d8<\/a> \ub97c \ud655\uc778\ud558\uace0 <a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/\">\uac1c\ub150 \ud5c8\ube0c<\/a> \ub97c \ud074\ub9ad\ud558\uc5ec \ub2e4\ub978 \ubd84\uc11d \uad00\ub828 \uc8fc\uc81c\uc5d0 \ub300\ud574 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