{"id":404,"date":"2021-08-30T16:08:30","date_gmt":"2021-08-30T07:08:30","guid":{"rendered":"https:\/\/www.dkdk.info\/wpb\/?p=404"},"modified":"2021-08-30T17:02:21","modified_gmt":"2021-08-30T08:02:21","slug":"%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%b6%84%ec%84%9d-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ea%b5%ac%ec%b6%95","status":"publish","type":"post","link":"https:\/\/www.dkdk.info\/wpb\/?p=404","title":{"rendered":"\ub370\uc774\ud130 \ubd84\uc11d \uc2dc\uc2a4\ud15c \uad6c\ucd95"},"content":{"rendered":"<h2><\/h2>\n<h2><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4<\/strong><\/span><\/h2>\n<hr \/>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc758 \uac1c\ub150<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub780 <strong><u>\ub370\uc774\ud130\uc758 \ubcf4\uc548, \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638, \uc815\ud655\uc131, \uac00\uc6a9\uc131, \uc0ac\uc6a9\uc131<\/u><\/strong>\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc218\ud589\ud558\ub294 \ubaa8\ub4e0 \uc791\uc5c5\uc744 \uac00\ub9ac\ud0b4. \uc5ec\uae30\uc5d0\ub294 <u><strong>\uc0ac\ub78c\uc774 \ucde8\ud574\uc57c \ud558\ub294 \uc870\uce58, \ub530\ub77c\uc57c \ud558\ub294 \ud504\ub85c\uc138\uc2a4, \ub370\uc774\ud130\uc758 \uc804\uccb4 \uc218\uba85 \uc8fc\uae30 \ub3d9\uc548 \uc774\ub97c \uc9c0\uc6d0\ud558\ub294 \uae30\uc220<\/strong><\/u>\uc774 \ud3ec\ud568\ub428<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"color: #5f6368; font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub294 \ub370\uc774\ud130 \uc218\uc9d1, \uc800\uc7a5, \ucc98\ub9ac, \ud3d0\uae30 \ubc29\ubc95\uc5d0 \uc801\uc6a9\ub418\ub294 <strong>\ub0b4\ubd80 \ud45c\uc900(\ub370\uc774\ud130 \uc815\ucc45)\uc744 \uc124\uc815<\/strong>\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc774\ub97c \ud1b5\ud574 <strong>\ub204\uac00 \uc5b4\ub5a4 \uc885\ub958\uc758 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uace0, \uc5b4\ub5a4 \uc885\ub958\uc758 \ub370\uc774\ud130\uac00 \uac70\ubc84\ub10c\uc2a4 \ub300\uc0c1<\/strong>\uc778\uc9c0\ub97c \uc81c\uc5b4\ud568.<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc5c5\uacc4 \ud611\ud68c, \uc815\ubd80 \uae30\uad00, \uae30\ud0c0 \uc774\ud574 \uad00\uacc4\uc790\uac00 \uc124\uc815\ud55c <strong>\uc678\ubd80 \ud45c\uc900<\/strong>\uc744 \uc900\uc218\ud558\ub294 \uac83\ub3c4 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc5d0 \ud3ec\ud568\ub428<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub294 <u><strong>\uace0\uc815\ub41c \uc758\ubbf8\ub97c \uac16\ub294 \uac83\uc774 \uc544\ub2cc, \uc77c\uc815 \uac1c\ub150\uc5d0 \ub300\ud55c \uc815\uc758<\/strong><\/u>\uc774\ubbc0\ub85c, \uae30\uc5c5 \uacbd\uc601\uc5d0\uc11c \ub370\uc774\ud130\uc758 \uc911\uc694\uc131\uc774 \ucee4\uc9c0\uba74\uc11c \uadf8 \uac1c\ub150\ub3c4 \ubc1c\uc804\ud558\uc5ec \uc654\ub2e4.<\/span><\/p>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc758 \ud544\uc694\uc131<\/strong><\/span><\/h4>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uc0dd\uc0b0\uc790, \ucc98\ub9ac\uc790, \uc0ac\uc6a9\uc790\uac00 \ub2e4\ub974\uba70 \uc11c\ub85c <strong>\uc5b4\ub5a4 \ub370\uc774\ud130\uac00 \uc0dd\uc0b0\ub418\uace0 \ucc98\ub9ac<\/strong>\ub418\uc5c8\ub294\uc9c0 \uc54c\uc9c0 \ubabb\ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ud558\ub098\uc758 \ub370\uc774\ud130\ub85c <strong>\uc11c\ub85c \ub2e4\ub978 \uc0ac\uc6a9 \ubaa9\uc801\uc744 \ubaa8\ub450 \ucda9\uc871<\/strong>\uc2dc\ud0a4\uae30 \uc5b4\ub824\uc6c0<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uae30\uc5c5\uc774 \uc0ac\uc6a9\ud558\ub294 <strong>\ub370\uc774\ud130 \uc815\uc758<\/strong>\uc640 \uc678\ubd80 \uacf5\uae09\uc790\uac00 \uac1c\ubc1c\ud55c \ub370\uc774\ud130 \uc815\uc758\ub294 \uc11c\ub85c \ub2e4\ub984<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uaddc\uc81c<\/strong>\uac00 \uc810\uc810 \ub354 \ub2e4\uc591\ud558\uac8c \uc801\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ub370\uc774\ud130 \uaddc\uc81c\ub97c \ub530\ub974\uc9c0 \uc54a\uc73c\uba74 \uae30\uc5c5\uc740 \uc81c\uc7ac\ub97c \ubc1b\uc744 \uc218 \uc788\uc74c.<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130\uc758 \uc62c\ubc14\ub978 \uc0ac\uc6a9\uc744 \uc704\ud574\uc11c\ub294 \ub370\uc774\ud130 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uae30\ub85d\ud558\ub294 <strong>\uba54\ud0c0\ub370\uc774\ud130<\/strong>\uac00 \ud544\uc694\ud558\ub2e4.<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130\uc640 \ub370\uc774\ud130 \ud65c\uc6a9\uc790(\ud65c\uc6a9\ucc98)\ub294 \uacc4\uc18d \ub298\uc5b4\ub09c\ub2e4. \uc774\uc5d0 \ub530\ub77c \ud55c\uc815\ub41c \uc778\uc6d0\uc73c\ub85c \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uae30 \uc704\ud574\uc11c\ub294 <strong>\ud6a8\uc728\uc801\uc778 \uad00\ub9ac \uccb4\uacc4<\/strong>\uac00 \ud544\uc694\ud568<\/span><\/li>\n<\/ul>\n<h4 class=\"auto-cursor-target\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong><span style=\"color: #151515;\">\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc758 \uc774\uc810<\/span><\/strong><\/span><\/h4>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"color: #000000; font-family: helvetica, arial, sans-serif;\">\ub354 \ud604\uba85\ud558\uace0 \uc2dc\uae30\uc801\uc808\ud55c <strong>\uc758\uc0ac \uacb0\uc815<\/strong><\/span><\/li>\n<li><span style=\"color: #000000; font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uae30\ub85d\ud558\uc5ec <strong>\ub370\uc774\ud130 \uc624\uc6a9\uc744 \ubc29\uc9c0<\/strong>\ud568<\/span><\/li>\n<li><span style=\"color: #000000; font-family: helvetica, arial, sans-serif;\"><strong>\uc678\ubd80 \ub370\uc774\ud130 \ud655\ubcf4 \ubc0f \uc735\ud569<\/strong>\uc774 \uc26c\uc6cc\uc9d0<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ube44\uc6a9 \uad00\ub9ac<\/strong> \uac1c\uc120<\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0, \uc911\ubcf5 \ub370\uc774\ud130\ub97c \uc81c\uac70\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uaddc\uc815 \uc900\uc218<\/strong> \uac15\ud654<\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ucef4\ud50c\ub77c\uc774\uc5b8\uc2a4 \ub9ac\uc2a4\ud06c\uc5d0 \ub300\ucc98<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uace0\uac1d \ubc0f \uacf5\uae09\uc5c5\uccb4\uc758 <strong>\uc2e0\ub8b0\ub3c4<\/strong> \ud5a5\uc0c1<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ubcf4\ub2e4 \uc26c\uc6b4 <strong>\uc704\ud5d8 \uad00\ub9ac<\/strong><\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc801\uc808\ud55c \uad8c\ud55c \uad00\ub9ac \ubc0f \ubbfc\uac10 \uc815\ubcf4, \ubcf4\uc548 \uce68\ud574\ub97c \ubcf4\ud638<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub354 \ub9ce\uc740 \uc9c1\uc6d0\uc774 \ub354 \ub9ce\uc740 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4<\/strong>\ud560 \uc218 \uc788\ub3c4\ub85d \ud568<\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc138\ubd80\uc801\uc778 \uad8c\ud55c \ubd80\uc5ec<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc774\ud574\uc640 \uc2e0\ub8b0\ub97c \ub192\uc5ec, \ub370\uc774\ud130 \ud65c\uc6a9\uc744 \ud655\uc0b0\uc2dc\ud0b4<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc758 \uc6a9\ub3c4<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \ucc45\uc784\uc131<\/strong><\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uad00\ub9ac\uc790\uc5d0\uac8c <strong>\uc801\uc808\ud55c \uc0ac\uc6a9\uc744 \ubcf4\uc7a5\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc640 \ub370\uc774\ud130 \uc790\uccb4\uc5d0 \ub300\ud55c \ucc45\uc784\uc131 \ubc0f \uc758\ubb34\ub97c \ubd80\uc5ec<\/strong>\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud568<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \ud488\uc9c8<\/strong><\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uc0ac\uc6a9\uc131\uc744 \ud655\uc778<\/strong>\ud558\uae30 \uc704\ud55c \ubaa8\ub4e0 \ud65c\ub3d9 \ub610\ub294 \uae30\uc220\uc744 \uc758\ubbf8\ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uc815\ud655\uc131, \uc644\uc804\uc131, \uc77c\uad00\uc131, \uc2dc\uc758\uc131, \ud0c0\ub2f9\uc131, \uace0\uc720\uc131<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uad00\ub9ac<\/strong><\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc218\uc9d1 \ubc0f \uc800\uc7a5, \uc0ac\uc6a9, \uac10\ub3c5\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 <strong>\ub370\uc774\ud130\ub97c \uae30\uc5c5 \uc790\uc0b0\uc73c\ub85c\uc11c \uad00\ub9ac<\/strong>\ud558\ub294 \ubaa8\ub4e0 \uce21\uba74\uc744 \ud3ec\uad04\ud558\ub294 \uac1c\ub150<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130\uac00 \ud3d0\uae30\ub418\uae30 \uc804\uae4c\uc9c0 <strong>\uc548\uc804\ud558\uace0 \ud6a8\uc728\uc801\uc774\uba70 \uacbd\uc81c\uc801\uc73c\ub85c \ud65c\uc6a9<\/strong>\ub418\uace0 \uc788\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><\/h2>\n<h2><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uc218\uc9d1<\/strong><\/span><\/h2>\n<hr \/>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uc218\uc9d1 \ubc29\ubc95<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><u><strong>\ud06c\ub864\ub9c1 \ubc0f WA(Web Analytics) \ub97c \ud1b5\ud574 \uc218\uc9d1<\/strong><\/u>\ub41c \ub370\uc774\ud130\ub4e4\uc744 <u><strong>\uc6d0\uc2dc \ub370\uc774\ud130(\ub85c\uc6b0 \ub370\uc774\ud130) \ud615\ud0dc\ub85c \uc800\uc7a5<\/strong><\/u>\ud568<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Data Collector<\/strong> S\/W (fluentd, logstash \ub4f1) \ub97c \uc0ac\uc6a9\ud558\uc5ec \uc628\ud504\ub808\ubbf8\uc2a4 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \ubc29\ubc95<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ud06c\ub864\ub7ec<\/strong> (puppeteer, selenium \ub4f1) \ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6f9\ud398\uc774\uc9c0(ex. \ud3ec\ud138, \ucee4\ubba4\ub2c8\ud2f0 \ub4f1) \uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \ubc29\ubc95<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uae30 \uc218\uc9d1\ub41c <strong>\uc11c\ub4dc\ud30c\ud2f0 \ub370\uc774\ud130<\/strong>\ub97c data lake \ub85c \uc784\ud3ec\ud2b8\ud558\ub294 \ubc29\ubc95<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uad00\ub9ac<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\uc6d0\uc2dc \ub370\uc774\ud130\ub294 <u><strong>\ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8\ub97c<\/strong><\/u>\u00a0\uc791\uc131\ud558\uc5ec \ucffc\ub9ac\ud560 \uc218 \uc788\uc74c<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8\ub294 \ub370\uc774\ud130 \uc790\uccb4\ub97c \ubcc0\ud658\ud558\uc5ec \uc800\uc7a5\ud558\uc9c0 \uc54a\uace0, <strong>\ub370\uc774\ud130\uc758 \uba54\ud0c0\ub370\uc774\ud130\ub97c \uc791\uc131\ud558\uc5ec \uc800\uc7a5<\/strong>\ud558\ub294 \ubc29\uc2dd\uc784<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8\ub294 <strong>AWS \uc758 Glue Data Catalog (Glue Crawler) \uc640 Hive Metastore \ub4f1\uc758 \ud638\ud658 \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/strong>\uc774 \uc788\uc74c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">Glue Data Catalog \ub294 Hive Metastore \ud615\uc2dd\uacfc \ud638\ud658\ub418\ubbc0\ub85c, \ucd94\ud6c4 Amazon EMR \uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc5d0\uc11c\ub294 \uac00\uc6a9\uc131, \uc0ac\uc6a9\uc131 \ubcf4\uc7a5 \uc678\uc5d0\ub3c4 <u><strong>\ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638<\/strong><\/u>\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud568<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><span style=\"color: #525252;\">\ub2e4\uc591\ud55c \uc720\ud615\uc758 \ub370\uc774\ud130\uac00 \ub2e4\uc591\ud55c \uad8c\ud55c\uc774\ub098 \uaddc\uce59\uc744 \uac00\uc9c8 \uc218 \uc788\uc73c\uba70, \uac70\uae30\uc5d0 <strong>\uac1c\uc778 \uc2dd\ubcc4 \uc815\ubcf4(PII)<\/strong>\uac00 \ud3ec\ud568\ub418\ub294 <\/span><span style=\"color: #525252;\">\uacbd\uc6b0\ub3c4 \uc788\uc74c<\/span><\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uae30\uc5c5\uc758 \uaddc\uc81c \uc900\uc218 \ubc0f \uace0\uac1d\uc758 \uc2e0\ub8b0\ub97c \uc9c0\ud0ac \uc218 \uc788\uc74c<\/strong><\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">AWS Lake Formation \uc744 \uc774\uc6a9\ud558\uba74 \uac15\ud654\ub41c IAM \uc815\ucc45\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac04\ud3b8\ud558\uac8c \uc561\uc138\uc2a4 \uad8c\ud55c\uc744 \uad00\ub9ac\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 <u><strong>\uc2a4\ud1a0\ub9ac\uc9c0 \ube44\uc6a9\uc774 \uc800\ub834\ud558\uba70, \uad6c\uc870 \ubc0f \uc2dc\uc2a4\ud15c\uc774 \uc720\uc5f0\ud558\ubbc0\ub85c \ub370\uc774\ud130\uc758 \uad6c\uccb4\uc801\uc778 \uc124\uacc4\ubcf4\ub2e4 \uc218\uc9d1\uc5d0 \uc911\uc810<\/strong><\/u>\uc744 \ub450\uace0 \uc788\uc74c<\/span><\/p>\n<ul>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub2e4\ub9cc <u><strong>\uc218\uc9d1 \ubc94\uc704\uc758 \uba85\ud655\ud55c \uc124\uc815<\/strong><strong>\uc774 \uc5c6\ub2e4\uba74<\/strong><\/u> \ubd88\ud544\uc694\ud55c \ub370\uc774\ud130\uac00 \ub9ce\uc544\uc838\uc11c, <u><strong>\ub370\uc774\ud130 \ubc0f \uba54\ud0c0\ub370\uc774\ud130 \uad00\ub9ac\uc5d0 \uc5b4\ub824\uc6c0<\/strong><\/u>\uc774 \uc0dd\uae38 \uc218 \uc788\uc74c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">data lake \uc6b4\uc601\uc5d0 \ub300\ud55c \ub178\ud558\uc6b0\uac00 \uc5c6\ub294 \uc0c1\ud0dc\ub77c\uba74 <strong>\uc694\uad6c \uc0ac\ud56d \ucda9\uc871\uc744 \uc6b0\uc120<\/strong>\uc73c\ub85c \ud558\uc5ec \uad6c\ucd95\ud574\uc57c \ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ud488\uc9c8\uc774 \uc88b\uace0, \uae30\ub2a5 \uad6c\ud604 \ubaa9\ud45c\uc5d0 \ubd80\ud569\ud558\ub294 \ub370\uc774\ud130 \uc138\ud2b8<\/strong>\ub85c \uc218\uc9d1\uc744 \ud55c\uc815\ud558\uc5ec data lake \uad00\ub9ac \ub9ac\uc2a4\ud06c\ub97c \uc904\uc77c \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>SSOT<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\uc5ec\ub7ec \uc18c\uc2a4\uc5d0\uc11c \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub97c <u><strong>SSOT(Single Source Of Truth) \ub85c \ubaa8\uc73c\uace0, \uc2f1\ud06c\ud558\ub294 \uc791\uc5c5<\/strong><\/u>\uc774 \ud544\uc694\ud568<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">SSOT \ub294 <strong>S3<\/strong> \ub97c \uc0ac\uc6a9<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \uc5c5\ub85c\ub4dc \ubc30\uce58 \uc791\uc5c5 \ubc0f \uc2f1\ud06c\ub294 <strong>\uc5b4\ub5a4 \uc18c\uc2a4 \uc800\uc7a5\uc18c\ub97c \uc0ac\uc6a9<\/strong>\ud558\ub294\uc9c0\uc5d0 \ub530\ub77c \uac01\uac01\uc758 \uc2dc\ub098\ub9ac\uc624\uac00 \ubc1c\uc0dd\ud558\uba70, \uc11c\ub4dc\ud30c\ud2f0 S\/W \uc758 \uc0ac\uc6a9\uc744 \uace0\ub824\ud574\uc57c \ud568<\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uae30\ubcf8\uc801\uc73c\ub85c \ub85c\uceec \uc2a4\ud1a0\ub9ac\uc9c0\uc758 \ub370\uc774\ud130\ub294 AWS CLI \ub97c \uc0ac\uc6a9\ud558\uc5ec \uac04\ub2e8\ud788 \ubc30\uce58 \uc791\uc5c5\uc774 \uac00\ub2a5\ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ubc30\uce58 \uc791\uc5c5\uc774 \ucee4\uc9c8 \uacbd\uc6b0, kafka \ub4f1\uc744 \uc774\uc6a9\ud55c <strong>\ubd84\uc0b0 \ucc98\ub9ac<\/strong>\uac00 \ud544\uc694\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uc2e4\uc2dc\uac04 \uc2a4\ud2b8\ub9ac\ubc0d \ucc98\ub9ac<\/strong>\uac00 \ud544\uc694\ud55c \uacbd\uc6b0, AWS \ub294 Kinesis Firehose \ub77c\ub294 \uc11c\ube44\uc2a4\ub85c \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d\uc744 \uc9c0\uc6d0\ud558\uace0 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc218\uc9d1\ub41c \ub370\uc774\ud130\uac00 \uc788\ub294 <u><strong>\ub85c\uceec \uc800\uc7a5\uc18c \ubc0f \uc678\ubd80 \uc800\uc7a5\uc18c\uc640 S3 \ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc2f1\ud06c<\/strong><\/u>\ud560 \ubc29\uc548\uc5d0 \ub300\ud574 \uace0\ubbfc\uc774 \ud544\uc694<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ud65c\uc6a9<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130\uac00 \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\ub354\ub77c\ub3c4 <u><strong>\uc6d0\uc2dc \ub370\uc774\ud130 \ub2e8\uacc4\uc5d0\uc11c \ubd84\uc11d \ubc0f \uac80\uc0c9\uc5d0 \ud65c\uc6a9<\/strong><\/u>\ud560 \uc218 \uc788\uc74c<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">AWS Glue \ubc0f Amazon Athena \ub97c \ud65c\uc6a9\ud55c \ub370\uc774\ud130 \ucffc\ub9ac<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Amazon Quicksight<\/strong> \ub97c \ud1b5\ud574 BI \ubd84\uc57c\uc5d0 \ud65c\uc6a9<\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc0ac\uc804\uc5d0 AWS Glue \ub97c \ud1b5\ud574 Data Catalog \uac00 \uc0dd\uc131\ub418\uc5b4\uc57c \ud568<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Amazon Sagemaker \ubc0f AWS \uc758 AI \uc11c\ube44\uc2a4<\/strong>\uc5d0\uc11c \ubd84\uc11d \ubc0f \ud65c\uc6a9<\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">Amazon Forecast \ubc0f Amazon Personalize \ub4f1\uc5d0\uc11c\ub294 \uc608\uce21 \ubd84\uc11d\uc5d0 \ud65c\uc6a9<\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">ETL \ubc0f data preparation \uc744 \uac70\uce58\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\ub294 \ubd84\uc11d\uc5d0 \ube44\ud6a8\uc728\uc801\uc77c \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">data preparation \uc744 AI \uc54c\uace0\ub9ac\uc998\uc73c\ub85c \uad6c\ud604\ud558\uc5ec \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uad00\ub828 \ud56d\ubaa9<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">Data Lake<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">BI &amp; AI\/ML<\/span><\/li>\n<\/ul>\n<h2><\/h2>\n<h2><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \ucc98\ub9ac<\/strong><\/span><\/h2>\n<hr \/>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">data lake \uc5d0 \uc800\uc7a5\ub41c <u><strong>\uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uad6c\uc870\ud654(\uc815\ud615\ud654)\ub41c \ub370\uc774\ud130\ub85c \ub9cc\ub4e4\uc5b4, \ube60\ub974\uace0 \ubd84\uc11d \uc6a9\uc774\ud55c \ud615\ud0dc<\/strong><\/u>\ub85c \ub9cc\ub4ec<\/span><\/p>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>RDBMS<\/strong><\/span><\/h4>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ucffc\ub9ac \uc791\uc5c5\uc774 OLTP \uc758 \uc131\ub2a5 \uc190\uc2e4\uc744 \ud06c\uac8c \uc8fc\uc9c0 \uc54a\ub294\ub2e4\uba74 RDBMS(OLTP) \uc5d0\uc11c \ubc14\ub85c \ubd84\uc11d \ubc0f \ud65c\uc6a9\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc77c\ubc18\uc801\uc73c\ub85c data warehouse \ub4f1\uc758 <strong>OLAP \uc744 \uad6c\ucd95\ud558\uc9c0 \uc54a\uace0 OLTP \uc5d0\uc11c \ucffc\ub9ac\ub098 \uc9d1\uacc4\ub97c \uc2e4\ud589\ud558\ub294 \ubc29\uc2dd<\/strong>\uc744 \ub9d0\ud568<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>data warehouse<\/strong><\/span><\/h4>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130\uc758 \uaddc\ubaa8\uac00 \ud06c\uace0, \ucffc\ub9ac \uc791\uc5c5\uc774 \ud2b8\ub79c\uc7ad\uc158 \ucc98\ub9ac\uc5d0 \uc601\ud5a5\uc744 \uc900\ub2e4\uba74 data warehouse \uc5d0 \uc801\uc7ac\ud558\uc5ec \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ud0dd\ud574\uc57c \ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">OLTP \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud544\uc694\ud55c <strong>\ub370\uc774\ud130\ub97c \ucd94\ucd9c\ud558\uc5ec \uc815\uc81c\ud55c \uac83\uc774 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\uc774\uba70, \uc774\ub97c \ud65c\uc6a9\ud558\ub294 \uc218\ub2e8\uc774 OLAP<\/strong> \uc774\ub2e4.<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong><a href=\"https:\/\/wiki.mtlabs.org\/display\/MTON\/02.+Data+Warehouse#id-02.DataWarehouse-AmazonRedshift\">AWS Redshift<\/a><\/strong><\/span>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ucd5c\uc18c 2\uac1c \uc774\uc0c1\uc758 \ub178\ub4dc\ub85c \uad6c\uc131\ub41c \ud074\ub7ec\uc2a4\ud130 \uad6c\uc870<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">S3, DynamoDB, EMR, EC2 \uc5d0\uc11c \ub370\uc774\ud130 \uc5c5\ub85c\ub4dc\ub97c \uc9c0\uc6d0<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc785\ub825\uc744 \uc704\ud574\uc11c\ub294 AWS \uc758 \uc11c\ube44\uc2a4\uc778 GLUE \ub098 \uc11c\ub4dc\ud30c\ud2f0 ETL \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud574\uc57c \ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">RDBMS \uc640\ub294 \ub2ec\ub9ac \ub370\uc774\ud130\uac00 \uc77d\uae30 \uc804\uc6a9\uc73c\ub85c \uc785\ub825\ub428<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc18c\uc2a4\ub97c \ubd84\uc0b0 \uc800\uc7a5\ud558\uc5ec \ucc98\ub9ac\ub7c9\uc744 \ub192\uc784<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">S3 \ub85c \uc99d\ubd84 \ubc31\uc5c5 \ub370\uc774\ud130\ub97c \uc790\ub3d9 \uc800\uc7a5\ud568<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>data processings<\/strong><\/span><\/h4>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><u><strong>data lake(S3) \uc758 \ub370\uc774\ud130\ub97c \uc815\uc81c\ud558\uac70\ub098, data warehouse \uc5d0 \uc801\uc7ac<\/strong><\/u>\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc544\ub798\uc640 \uac19\uc740 \uc791\uc5c5\uc744 \uac70\uccd0\uc57c \ud568<\/span>\n<ul style=\"list-style-type: square;\">\n<li class=\"hh hi fc az hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie fz\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \ud30c\ud2f0\uc154\ub2dd<\/strong><\/span><\/li>\n<li class=\"hh hi fc az hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie fz\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>ETL \uc791\uc5c5<\/strong><\/span>\n<ul style=\"list-style-type: square;\">\n<li class=\"hh hi fc az hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie fz\"><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \ud65c\uc6a9 \ubaa9\ud45c\uc5d0 \ub530\ub77c <strong>\ub370\uc774\ud130 \ubcc0\ud658, \uc911\ubcf5 \ub370\uc774\ud130 \uc81c\uac70<\/strong><\/span><\/li>\n<li class=\"hh hi fc az hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie fz\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uceec\ub7fc \uae30\ubc18 \ud615\uc2dd<\/strong>\uc73c\ub85c \ub370\uc774\ud130 \uc7ac\uad6c\uc131<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"hh hi fc az hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie fz\"><span style=\"font-family: helvetica, arial, sans-serif;\">python, node.js, go \ub4f1\uc73c\ub85c <strong>\uc9c1\uc811 \ucf54\ub4dc\ub97c \uc791\uc131<\/strong>\ud558\uac70\ub098, AWS Glue Studio(Glue ETL) \uc744 \ud65c\uc6a9\ud558\uc5ec <strong>ETL \uc791\uc5c5\uc744 \uc2dc\ud589<\/strong>\ud574\uc57c \ud568<\/span><\/li>\n<li class=\"hh hi fc az hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie fz\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \ubc0f \uc791\uc5c5 \uaddc\ubaa8\uac00 \ud06c\ub2e4\uba74<\/strong> Amazon EMR(Hadoop, spark) \ubc0f kafka \ub4f1\uc758 <strong>\ubd84\uc0b0 \ucc98\ub9ac \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9<\/strong>\ud574\uc57c \ud568<\/span>\n<ul style=\"list-style-type: square;\">\n<li class=\"hh hi fc az hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz ia ib ic id ie fz\"><span style=\"font-family: helvetica, arial, sans-serif;\">AWS Glue Studio \ub294 \uc11c\ubc84\ub9ac\uc2a4 Apache spark \uae30\ubc18\uc758 \uc11c\ube44\uc2a4\uc774\ubbc0\ub85c \ubcc4\ub3c4\uc758 \uc2dc\uc2a4\ud15c \uad6c\ucd95 \uc5c6\uc774 \ube45\ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uad00\ub828 \ud56d\ubaa9<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">Data Warehouse<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">Data Analytics &amp; Processing<\/span><\/li>\n<\/ul>\n<h2><\/h2>\n<h2><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ud65c\uc6a9<\/strong><\/span><\/h2>\n<hr \/>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>BI<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">BI \ub294 <u><strong>Business Intelligence<\/strong><\/u> \uc758 \uc57d\uc790\ub85c, <u><strong>\ub370\uc774\ud130\ub97c \ud1b5\ud569\/\ubd84\uc11d\ud558\uc5ec \uae30\uc5c5 \ud65c\ub3d9\uc5d0 \uc5f0\uad00\ub41c \uc758\uc0ac\uacb0\uc815\uc744 \ub3d5\ub294 \ud504\ub85c\uc138\uc2a4<\/strong><\/u>\ub97c \ub9d0\ud568<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc5ec\ub7ec \uacf3\uc5d0 \uc0b0\uc7ac\ub418\uc5b4 \uc788\ub294 <strong>\ub370\uc774\ud130\ub97c \uc218\uc9d1<\/strong>\ud558\uc5ec \uccb4\uacc4\uc801\uc774\uace0 \uc77c\ubaa9\uc694\uc5f0\ud558\uac8c <strong>\uc815\ub9ac<\/strong>\ud568\uc73c\ub85c\uc368 \uc0ac\uc6a9\uc790\uac00 \ud544\uc694\ub85c \ud558\ub294 \uc815\ubcf4\ub97c \uc815\ud655\ud55c \uc2dc\uac04\uc5d0 <strong>\uc81c\uacf5<\/strong>\ud560 \uc218 \uc788\ub294 \ud658\uacbd<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">BI \ud504\ub85c\uc138\uc2a4\ub97c \uc9c0\uc6d0\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c &#8216;<u><strong>BI \ub3c4\uad6c<\/strong><\/u>&#8216; \ub77c\uace0 \ud568.<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">BI \ub3c4\uad6c\ub294 \uae30\uc5c5\uc758 \uc0dd\uc0b0\uc131 \uc99d\uac00, \uc6d0\uac00 \uc808\uac10, \uace0\uac1d \ub9cc\uc871\ub3c4 \ud5a5\uc0c1 \ub4f1 <strong>\uae30\uc5c5 \ud65c\ub3d9\uc758 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\uace0, \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294\ub370 \ud65c\uc6a9<\/strong>\ub418\uace0 \uc788\uc74c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ubc29\ub300\ud55c \ub370\uc774\ud130\uc758 \uc218\uc9d1\uacfc \ubd84\uc11d \uae30\ubc95\uc744 \ud1b5\ud574 \uac1d\uad00\uc801 \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \ud569\ub9ac\uc801\uc778 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc774\uc810\uc774 \uc788\uc74c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uae30\uc5c5\uc758 \uc911\uc694\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \uc0ac\ub78c\uc758 \uc9c1\uad00\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\ub3c4\ub85d \ud568<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">BI \ub294 \uae30\uac04\ubcc4, \uc601\uc5ed\ubcc4, \uc5c5\ubb34\ubcc4\ub85c \ub370\uc774\ud130\ub97c \ubaa8\uc73c\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c, <u><strong>\uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \ud5a5\ud6c4 \ubcc0\ud654(\uc608\uce21 \ubd84\uc11d)\ub97c \uc81c\uc2dc<\/strong><\/u>\ud560 \uc218 \uc788\uc74c<\/span><\/p>\n<ul style=\"list-style-type: square;\">\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uacc4\ud68d\uc744 \uc138\uc6b0\uac70\ub098, \ubbf8\ub798\uc758 \ubb38\uc81c\uc5d0 \ub300\ucc98\ud558\ub294 \uc758\uc0ac\uacb0\uc815<\/strong>\uc744 \ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uae30\uc5c5\uc758 \ub9c8\ucf00\ud305, \uc601\uc5c5, \uace0\uac1d\uc11c\ube44\uc2a4\uc5d0\uc11c \ud544\uc694\ud55c <strong>\uc785\uccb4\uc801\uc778 \uc815\ubcf4\ub97c \uc81c\uacf5<\/strong>\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>AI\/ML<\/strong><\/span><\/h4>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">AI \ub97c \ud1b5\ud574 <u><strong>\uac1c\uc778\ud654\ub41c \uace0\uac1d \uacbd\ud5d8 \uc81c\uacf5 \ubc0f \ubcf4\ub2e4 \ub9ce\uc740 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc758\uc0ac\uacb0\uc815<\/strong><\/u>\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc73c\uba70, \ub370\uc774\ud130\ub97c AutoML \ub4f1\uc5d0 \ud65c\uc6a9\ud558\uc5ec <u><strong>\ub0b4\ubd80 \ub370\uc774\ud130 \ud488\uc9c8 \ud5a5\uc0c1<\/strong><\/u>\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc74c<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ud65c\uc6a9 \ubd84\uc57c\uc5d0\uc11c AI\/ML \uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc0ac\ub840\ub85c \ud65c\uc6a9\ub428<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>data lake \uc758 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub97c \ud5a5\uc0c1\uc2dc\ud0b4<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">AI \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec <strong>\ube45\ub370\uc774\ud130\ub97c \uc2e0\uc18d\ud558\uac8c \uc120\ubcc4\ud558\uace0, \uc911\ubcf5 \ub4f1\uc758 \uad00\uacc4\ub97c \uc2dd\ubcc4<\/strong> (data preparation)<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \uc815\uc758\ub97c \uc870\uc815\ud558\uace0 <strong>\uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \ud14d\uc2a4\ud2b8\ub97c \uad6c\uc870\ud654<\/strong>\ud558\uc5ec \ucd94\uac00\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc74c<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\ub370\uc774\ud130 \uc608\uce21 \ubd84\uc11d \ubc0f \uac80\uc0c9\uc5d0 \ud65c\uc6a9 \ubc0f BI \ub3c4\uad6c\uc758 \uc815\ud655\uc131\uc744 \ub192\uc784<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">AI \uc11c\ube44\uc2a4 \ubc0f \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0 \ub300\ud55c <strong>\ubcf4\uace0, \uc608\uce21 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc778\uc0ac\uc774\ud2b8\ub97c \uc0dd\uc131<\/strong><\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ub370\uc774\ud130 \ubd84\uc11d(\uac80\uc0c9)\uc744 \uc704\ud574\uc11c\ub294 \ud2b9\uc815 \ucffc\ub9ac\ub85c \ud544\ud130\ub41c \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ud544\uc694\ud568<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Amazon Sagemaker<\/strong> \uc640 \uac19\uc740 AI \ud504\ub808\uc784\uc6cc\ud06c<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Amazon Forecast, Amazon Personalize, Amazon Rekognition<\/strong> \ub4f1\uc758 AI \uc11c\ube44\uc2a4<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>AI\/ML \ubaa8\ub378 \uad6c\ucd95\uc744 \uc704\ud55c \ud6c8\ub828 \ub370\uc774\ud130\ub85c \ud65c\uc6a9<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">ML \ubaa8\ub378 \uad6c\ucd95 \ubc0f \ubc30\ud3ec\ub97c \uc704\ud574 data lake \ub0b4\uc758 \uc218\uc9d1 \ub370\uc774\ud130\ub97c \ud65c\uc6a9<\/span><\/li>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">\ubaa8\ub378 \uc0dd\uc131\uc744 \uc704\ud574\uc11c\ub294 data lake \ub0b4\uc758 <strong>\uc6d0\uc2dc \ub370\uc774\ud130\ub97c data wrangling \uc744 \ud1b5\ud574 \uc815\uc81c<\/strong>\ud558\ub294 \uacfc\uc815\uc774 \ud544\uc694<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\uad00\ub828 \ud56d\ubaa9<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"font-family: helvetica, arial, sans-serif;\">BI &amp; AI\/ML<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc758 \uac1c\ub150 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub780 \ub370\uc774\ud130\uc758 \ubcf4\uc548, \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638, \uc815\ud655\uc131, \uac00\uc6a9\uc131, \uc0ac\uc6a9\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc218\ud589\ud558\ub294 \ubaa8\ub4e0 \uc791\uc5c5\uc744 \uac00\ub9ac\ud0b4. \uc5ec\uae30\uc5d0\ub294 \uc0ac\ub78c\uc774 \ucde8\ud574\uc57c \ud558\ub294 \uc870\uce58, \ub530\ub77c\uc57c \ud558\ub294 \ud504\ub85c\uc138\uc2a4, \ub370\uc774\ud130\uc758 \uc804\uccb4 \uc218\uba85 \uc8fc\uae30 \ub3d9\uc548 \uc774\ub97c \uc9c0\uc6d0\ud558\ub294 \uae30\uc220\uc774 \ud3ec\ud568\ub428 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub294 \ub370\uc774\ud130 \uc218\uc9d1, \uc800\uc7a5, \ucc98\ub9ac, \ud3d0\uae30 \ubc29\ubc95\uc5d0 \uc801\uc6a9\ub418\ub294 \ub0b4\ubd80 \ud45c\uc900(\ub370\uc774\ud130 \uc815\ucc45)\uc744 \uc124\uc815\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud568 \uc774\ub97c \ud1b5\ud574 \ub204\uac00 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":405,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-404","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-it"],"_links":{"self":[{"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=\/wp\/v2\/posts\/404"}],"collection":[{"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=404"}],"version-history":[{"count":5,"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=\/wp\/v2\/posts\/404\/revisions"}],"predecessor-version":[{"id":431,"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=\/wp\/v2\/posts\/404\/revisions\/431"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=\/wp\/v2\/media\/405"}],"wp:attachment":[{"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=404"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=404"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dkdk.info\/wpb\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=404"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}