{"id":15739,"date":"2025-01-08T13:14:01","date_gmt":"2025-01-08T04:14:01","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=15739"},"modified":"2025-01-08T13:14:16","modified_gmt":"2025-01-08T04:14:16","slug":"etl-tool","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/etl-tool\/","title":{"rendered":"ETL\u30c4\u30fc\u30eb\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u30aa\u30b9\u30b9\u30e1\u306e\u6709\u6599\u30fb\u7121\u6599\u30c4\u30fc\u30eb\u306e\u6bd4\u8f03\u3001\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u73fe\u5728\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u30cb\u30fc\u30ba\u304c\u9ad8\u307e\u3063\u3066\u3044\u308bBI\u30c4\u30fc\u30eb\u306a\u3069\u3092\u5229\u7528\u3059\u308b\u969b\u306b\u3001\u5fc5\u8981\u3068\u306a\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>ETL\u30c4\u30fc\u30eb\u304c\u3042\u308c\u3070\u3001\u4f01\u696d\u304c\u6301\u3064\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u3088\u304f\u7ba1\u7406\u30fb\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3044\u3056\u5c0e\u5165\u3059\u308b\u3068\u306a\u308b\u3068\u3001ETL\u30c4\u30fc\u30eb\u306e\u7a2e\u985e\u306e\u591a\u3055\u306b\u6238\u60d1\u3046\u30b7\u30fc\u30f3\u3082\u3042\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u5b8c\u5168\u30ac\u30a4\u30c9\u3068\u3057\u3066\u3001\u304a\u3059\u3059\u3081\u306e\u6709\u6599\u30fb\u7121\u6599\u30c4\u30fc\u30eb\u306e\u6bd4\u8f03\u304b\u3089\u3001\u4e0a\u624b\u306aETL\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u307e\u3067\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-14758\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/0ac268a24a736b1fafb842ea7416ae20.gif\" alt=\"ETL\u30c4\u30fc\u30eb\u3068\u306f\" width=\"565\" height=\"260\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.unisys.co.jp\/solution\/tec\/eai\/etl.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u65e5\u672c\u30e6\u30cb\u30b7\u30b9<\/a><\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001\u4f01\u696d\u304c\u6301\u3064\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u3001\u6d3b\u7528\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u4e0a\u56f3\u306e\u3088\u3046\u306b\u3001\u4f01\u696d\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u305d\u308c\u305e\u308c\u3067\u7ba1\u7406\u3057\u305f\u307e\u307e\u3060\u3068\u3001\u30d3\u30b8\u30cd\u30b9\u5168\u4f53\u3092\u628a\u63e1\u3067\u304d\u306a\u3044\u3070\u304b\u308a\u304b\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3082\u96e3\u3057\u3044\u72b6\u614b\u3068\u306a\u308a\u307e\u3059\u3002\u305d\u3053\u3067ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u5438\u3044\u4e0a\u3052\u3001DWH\u3078\u7d71\u5408\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aETL\u306e\u4ed5\u7d44\u307f\u3084ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/etl-function\/\" target=\"_self\">ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u6d3b\u7528\u3059\u308b\u969b\u306b\u6d3b\u8e8d\u3059\u308bETL\u3084ETL\u30c4\u30fc\u30eb\u306f\u3001\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u307e\u3060ETL\u3092\u5c0e\u5165\u3057\u3066\u3044\u306a\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u3001ETL\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001ETL\u30c4\u30fc\u30eb\u306b\u3069\u3093\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306e\u304b\u306a\u3069\u4e0d\u660e\u306a\u70b9\u3082\u591a\u3044\u306e\u3067\u306f[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/etl-function\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"375\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_364831100-375x375.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>\u53c2\u8003\uff1aBI\u30c4\u30fc\u30eb\u3068\u306e\u9055\u3044<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-14944\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/img_bitool-2.png\" alt=\"BI\u30c4\u30fc\u30eb\u3068\u306f\" width=\"950\" height=\"450\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/bi.lakeel.com\/course\/detail01\/\" target=\"_blank\" rel=\"noopener noreferrer\">LaKeel BI<\/a><\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u3068\u306f\u3001\u4f01\u696d\u304c\u6301\u3064\u30c7\u30fc\u30bf\u3092\u5206\u6790\u30fb\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u5f79\u7acb\u3066\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>OLAP\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u3088\u3063\u3066\u3001\u9867\u5ba2\u306e\u65b0\u305f\u306a\u30cb\u30fc\u30ba\u3092\u767a\u898b\u3059\u308b\u5f79\u5272\u3082\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306eBI\u30c4\u30fc\u30eb\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u4f5c\u696d\u306f\u3001\u8cea\u306e\u9ad8\u3044\u6574\u3063\u305f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u3053\u3068\u304c\u524d\u63d0\u3068\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7b49\u306b\u307e\u305f\u304c\u3063\u3066\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u3053\u306e\u307e\u307e\u3067\u306fBI\u30c4\u30fc\u30eb\u3067\u306e\u5229\u7528\u304c\u56f0\u96e3\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u305d\u3053\u3067\u3001\u307e\u305a\u306fETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u6574\u7406\u3057\u3001DWH\u3078\u7d71\u5408\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u7d71\u5408\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u3001BI\u30c4\u30fc\u30eb\u3067\u6d3b\u7528\u3059\u308b\u306e\u3067\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aBI\u3084BI\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/business-intelligence\/\" target=\"_self\">BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001BI\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30d3\u30b8\u30cd\u30b9\u306e\u5834\u3067\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u3044\u3046\u8a00\u8449\u3092\u8033\u306b\u3057\u305f\u3053\u3068\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u3067BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3078\u306e\u95a2\u5fc3\u3084\u5c0e\u5165\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\r\n\r\n\u3057\u304b\u3057\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u306b\u8208\u5473\u306f\u3042\u308b\u3082\u306e\u306e\u3001[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/business-intelligence\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-36-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001BI\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<div>\n<h3>\u53c2\u8003\uff1aDWH\u3068\u306e\u9055\u3044<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>DWH\u306f\u3001\u7570\u306a\u308b\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u5316\u3057\u3066\u4fdd\u5b58\u3057\u3001\u5206\u6790\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306e\u57fa\u76e4\u3068\u3057\u3066\u5229\u7528\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u683c\u7d0d\u5834\u6240\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>ETL\u306f\u30c7\u30fc\u30bf\u3092DWH\u306b\u9069\u3057\u305f\u5f62\u306b\u6574\u3048\u3066\u79fb\u52d5\u3055\u305b\u308b\u624b\u6cd5\u3067\u3042\u308a\u3001DWH\u306f\u305d\u306e\u30c7\u30fc\u30bf\u3092\u5b89\u5168\u304b\u3064\u52b9\u7387\u7684\u306b\u4fdd\u7ba1\u3059\u308b\u5834\u6240\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u53c2\u8003\uff1aRPA\u3068\u306e\u9055\u3044<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>RPA\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>\u4eba\u9593\u304c\u884c\u3063\u3066\u3044\u305f\u30eb\u30fc\u30c1\u30f3\u30ef\u30fc\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3001\u4f8b\u3048\u3070\u3001\u8acb\u6c42\u66f8\u306e\u51e6\u7406\u3084\u9867\u5ba2\u60c5\u5831\u306e\u66f4\u65b0\u306a\u3069\u306e\u696d\u52d9\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>ETL\u30c4\u30fc\u30eb\u304c\u751f\u307e\u308c\u305f\u80cc\u666f<\/h3>\n<p>\u4f01\u696d\u306eIT\u5316\u3084DX\u63a8\u9032\u306b\u3088\u308a\u3001\u4f01\u696d\u304c\u53d6\u308a\u6271\u3046\u30c7\u30fc\u30bf\u306e\u91cf\u304c\u3069\u3093\u3069\u3093\u5927\u304d\u304f\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3084\u7ba1\u7406\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u7a2e\u985e\u3082\u591a\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u52a0\u5de5\u3057\u305f\u308a\u7d71\u5408\u3059\u308b\u3068\u8a00\u3063\u305f\u5de5\u7a0b\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3053\u308c\u3089\u306e\u5de5\u7a0b\u3092\u624b\u52d5\u3067\u884c\u3046\u3053\u3068\u306f\u3001\u975e\u5e38\u306b\u5927\u304d\u306a\u30ea\u30bd\u30fc\u30b9\u8ca0\u62c5\u3092\u751f\u3080\u3053\u3068\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001<span class=\"marker-thickYellow\"><strong>\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3084\u52a0\u5de5\u3001\u9023\u643a\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u3066\u3001\u52b9\u7387\u3088\u304f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306bETL\u30c4\u30fc\u30eb\u304c\u5229\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd<\/h2>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u4e3b\u306b3\u3064\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19845\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Arrow-Timeline-Process-Diagram-Infographic-Brainstorm-1024x453.png\" alt=\"ETL\" width=\"1024\" height=\"453\" \/><\/p>\n<h3>Extract\uff08\u62bd\u51fa\u6a5f\u80fd\uff09<\/h3>\n<p>1\u3064\u76ee\u306e\u6a5f\u80fd\u306fExtract\u3067\u3059\u3002\u76f4\u8a33\u3059\u308b\u3068\u300c\u5f15\u304d\u629c\u304f\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u5de5\u7a0b\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u4f01\u696d\u3067\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u7ba1\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308b\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u304c\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u63a5\u7d9a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>Transform\uff08\u5909\u63db\u6a5f\u80fd\uff09<\/h3>\n<p>2\u3064\u76ee\u306e\u6a5f\u80fd\u306fTransform\u3067\u3059\u3002\u76f4\u8a33\u3059\u308b\u3068\u300c\u5909\u5f62\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3059\u308b\u5de5\u7a0b\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306f\u3001\u540c\u3058\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3067\u3042\u3063\u3066\u3082\u7570\u306a\u308b\u5f62\u5f0f\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3053\u306e\u307e\u307e\u3067\u306f\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u3082\u6d3b\u7528\u3057\u306b\u304f\u3044\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u540c\u3058\u5f62\u5f0f\u306b\u52a0\u5de5\u3057\u307e\u3059\u3002<\/p>\n<h3>Load\uff08\u9023\u643a\u6a5f\u80fd\uff09<\/h3>\n<p>3\u3064\u76ee\u306e\u6a5f\u80fd\u306fLoad\u3067\u3059\u3002\u76f4\u8a33\u3059\u308b\u3068\u300c\u8aad\u307f\u8fbc\u3080\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3001ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u62bd\u51fa\u30fb\u52a0\u5de5\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u3001\u3072\u3068\u3064\u306eDWH\u3078\u9023\u643a\u3059\u308b\u5de5\u7a0b\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3001\u305d\u3057\u3066\u540c\u3058\u5f62\u5f0f\u3078\u306e\u52a0\u5de5\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u6700\u5f8c\u306b\u3072\u3068\u3064\u306eDWH\u3078\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u5b8c\u4e86\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15870\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/etl-tool-merit-demerit-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u826f\u3044\u3068\u3053\u308d\u3068\u60aa\u3044\u3068\u3053\u308d\u3092\u3069\u3061\u3089\u3082\u77e5\u3063\u305f\u4e0a\u3067\u3001\u5c0e\u5165\u3059\u308b\u3079\u304d\u304b\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u793e\u5185\u306e\u30d0\u30e9\u30d0\u30e9\u306a\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u308b<\/li>\n<li>\u5206\u6790\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u3089\u308c\u308b<\/li>\n<li>\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308b<\/li>\n<li>\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u9632\u3052\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u306a\u3069\u751f\u7523\u7684\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c81\uff1a\u793e\u5185\u306e\u30d0\u30e9\u30d0\u30e9\u306a\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3001\u793e\u5185\u306e\u30d0\u30e9\u30d0\u30e9\u306a\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e00\u822c\u7684\u306a\u4f01\u696d\u3067\u306f\u3001\u9867\u5ba2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3084CRM\u306a\u3069\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5229\u7528\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u304c\u70b9\u5728\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002\u3053\u308c\u3067\u306f\u3059\u3050\u306b\u81ea\u793e\u306e\u73fe\u72b6\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u305a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3082\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308c\u3070\u3001\u73fe\u72b6\u628a\u63e1\u3082\u5206\u6790\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u65bd\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c82\uff1a\u5206\u6790\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u3089\u308c\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u3089\u308c\u307e\u3059\u3002BI\u30c4\u30fc\u30eb\u306a\u3069\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u5834\u5408\u3001\u6574\u3063\u305f\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u306f\u3001\u540c\u3058\u610f\u5473\u3092\u793a\u3059\u3082\u306e\u3067\u3042\u3063\u3066\u3082\u3001\u5f62\u5f0f\u304c\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3067\u306fBI\u30c4\u30fc\u30eb\u3067\u5206\u6790\u304c\u3067\u304d\u305a\u3001\u76ee\u8996\u3057\u306a\u304c\u3089\u6642\u9593\u3092\u304b\u3051\u3066\u4fee\u6b63\u3057\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30b7\u30fc\u30f3\u3067<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u77ed\u6642\u9593\u3067\u30c7\u30fc\u30bf\u3092\u304d\u308c\u3044\u306b\u6574\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u306e\u3067\u3001BI\u30c4\u30fc\u30eb\u304c\u8cea\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c83\uff1a\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308b<\/h4>\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u52a0\u5de5\u3057\u3066DWH\u3078\u9023\u643a\u3059\u308b\u5de5\u7a0b\u306f\u3001\u901a\u5e38\u3067\u3042\u308c\u3070\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3069\u304c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u4f7f\u3063\u3066\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001ETL\u30c4\u30fc\u30eb\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3069\u306e\u5c02\u9580\u7684\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u540c\u3058\u5de5\u7a0b\u3092\u3053\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u3064\u307e\u308aETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3059\u308b\u3053\u3068\u306b\u3082\u7e4b\u304c\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c84\uff1a\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u9632\u3052\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3084\u52a0\u5de5\u3092\u81ea\u52d5\u3067\u5b9f\u65bd\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u3082\u3001\u77ed\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u540c\u3058\u4f5c\u696d\u3092\u624b\u52d5\u3067\u884c\u3046\u3053\u3068\u3082\u53ef\u80fd\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u624b\u52d5\u3067\u306e\u4f5c\u696d\u306b\u306f\u300c\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u300d\u304c\u8d77\u304d\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30ea\u30b9\u30af\u3092\u56de\u907f\u3057\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3067\u304d\u308b\u306e\u3082\u3001ETL\u30c4\u30fc\u30eb\u306e\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c85\uff1a\u30c7\u30fc\u30bf\u5206\u6790\u306a\u3069\u751f\u7523\u7684\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u304c\u52b9\u7387\u5316\u3067\u304d\u308b\u306e\u3067\u3001\u975e\u751f\u7523\u7684\u306a\u696d\u52d9\u304b\u3089\u89e3\u653e\u3055\u308c\u307e\u3059\u3002\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306a\u3069\u306e\u751f\u7523\u7684\u306a\u696d\u52d9\u3078\u4e00\u5c64\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305f\u304f\u3055\u3093\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u5834\u5408\u306f\u3001\u305c\u3072ETL\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u4f5c\u696d\u52b9\u7387\u3092\u30a2\u30c3\u30d7\u3055\u305b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30c7\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>\u6b21\u306b\u3001ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b<\/li>\n<li>\u30c4\u30fc\u30eb\u9078\u5b9a\u30fb\u5c0e\u5165\u306e\u305f\u3081\u306b\u6642\u9593\u304c\u5fc5\u8981<\/li>\n<li>\u30c4\u30fc\u30eb\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u7fd2\u5f97\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c81\uff1a\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3069\u308c\u304f\u3089\u3044\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u304b\u306f\u30c4\u30fc\u30eb\u306b\u3088\u308a\u307e\u3059\u304c\u3001\u6708\u984d\u6570\u4e07\u5186\u7a0b\u5ea6\u306f\u304b\u304b\u308b\u3068\u898b\u8fbc\u3093\u3067\u304a\u3044\u305f\u65b9\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3067\u3059\u304b\u3089\u3001<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u52b9\u7387\u5316\u3067\u304d\u308b\u696d\u52d9\u91cf\u304c\u3001\u30b3\u30b9\u30c8\u3092\u898b\u5408\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u898b\u6975\u3081\u3066\u5c0e\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c82\uff1a\u30c4\u30fc\u30eb\u9078\u5b9a\u30fb\u5c0e\u5165\u306e\u305f\u3081\u306b\u6642\u9593\u304c\u5fc5\u8981<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306b\u306f\u305f\u304f\u3055\u3093\u306e\u7a2e\u985e\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u30b3\u30b9\u30c8\u3084\u6a5f\u80fd\u306b\u3082\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001<span class=\"marker-thickYellow\"><strong>\u81ea\u793e\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u6642\u9593\u304c\u5fc5\u8981<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<strong><span class=\"marker-thickYellow\">\u5c0e\u5165\u3059\u308bETL\u30c4\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304b\u3089\u3082\u3001\u5b9f\u969b\u306b\u5c0e\u5165\u3059\u308b\u307e\u3067\u306b\u306f\u30b5\u30fc\u30d0\u30fc\u7b49\u306e\u30a4\u30f3\u30d5\u30e9\u74b0\u5883\u306b\u6574\u5099\u7b49\u3067\u6642\u9593\u3092\u8981\u3059\u308b<\/span><\/strong>\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3088\u3063\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u5834\u5408\u306f\u3001\u3042\u308b\u7a0b\u5ea6\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306b\u4f59\u88d5\u3092\u6301\u3063\u3066\u9032\u3081\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c83\uff1a\u30c4\u30fc\u30eb\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u7fd2\u5f97\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u3046\u306f\u8a00\u3063\u3066\u3082<span class=\"marker-thickYellow\"><strong>\u30c4\u30fc\u30eb\u3092\u5b8c\u5168\u306b\u4f7f\u3044\u3053\u306a\u3059\u305f\u3081\u306b\u306f\u3001\u4f7f\u7528\u65b9\u6cd5\u3092\u7fd2\u5f97\u3059\u308b\u305f\u3081\u306e\u5b66\u7fd2\u671f\u9593\u304c\u5fc5\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3055\u3089\u306b\u3001\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u306f\u3084\u3084\u96e3\u6613\u5ea6\u306e\u9ad8\u3044\u3082\u306e\u3082\u3042\u308a\u3001\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u6301\u3061\u5408\u308f\u305b\u3066\u3044\u306a\u3044\u3068\u4f7f\u7528\u304c\u56f0\u96e3\u306a\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u3082\u3057<span class=\"marker-thickYellow\"><strong>\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306e\u5229\u7528\u304c\u60f3\u5b9a\u3055\u308c\u308b\u5834\u5408\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h3>\n<p>\u3053\u3053\u307e\u3067\u306e\u7d39\u4ecb\u3057\u305fETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3084\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u8e0f\u307e\u3048\u3066\u3001\u3069\u3093\u306a\u65b9\u306bETL\u30c4\u30fc\u30eb\u304c\u304a\u3059\u3059\u3081\u306a\u306e\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01\">\n<ol>\n<li>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u5fc5\u8981\u306a\u65b9<\/li>\n<li>BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u4e88\u5b9a\u306e\u65b9<\/li>\n<li>\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u306b\u4f59\u88d5\u304c\u306a\u3044\u65b9<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u30001.\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u5fc5\u8981\u306a\u65b9<\/h4>\n<p>\u81ea\u793e\u3067\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u5834\u5408\u306b\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u91cf\u3067\u3042\u308c\u3070\u3001Excel\u3084Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u7ba1\u7406\u30fb\u51e6\u7406\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3053\u306e\u65b9\u6cd5\u306b\u306f\u30c7\u30fc\u30bf\u91cf\u306e\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u304f\u306a\u308b\u3068\u624b\u52d5\u3067\u306e\u4f5c\u696d\u306b\u306f\u30df\u30b9\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u3068\u3044\u3046\u30ea\u30b9\u30af\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u306e\u30ea\u30b9\u30af\u3082\u306a\u304f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u3082\u77ed\u6642\u9593\u3067\u51e6\u7406\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30002.BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u4e88\u5b9a\u306e\u65b9<\/h4>\n<p>\u4eca\u5f8cBI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u4e88\u5b9a\u306e\u65b9\u306f\u3001ETL\u30c4\u30fc\u30eb\u3082\u4f75\u305b\u3066\u5c0e\u5165\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002BI\u30c4\u30fc\u30eb\u3067\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306b\u306f\u3001\u6574\u3063\u305f\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u8907\u6570\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u306f\u3001\u305d\u308c\u3089\u3092\u7d71\u5408\u3059\u308b\u4f5c\u696d\u3082\u5fc5\u8981\u306b\u306a\u308a\u3001\u3055\u3089\u306b\u30c7\u30fc\u30bf\u5f62\u5f0f\u3082\u6574\u3048\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002<span class=\"marker-thickYellow\"><strong>\u3053\u308c\u3089\u306e\u4f5c\u696d\u3092\u624b\u52d5\u3067\u884c\u3046\u306b\u306f\u591a\u304f\u306e\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u81ea\u52d5\u5316\u3057\u3066\u3057\u307e\u3063\u305f\u65b9\u304c\u3001\u52b9\u7387\u3088\u304fBI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30003.\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u306b\u4f59\u88d5\u304c\u306a\u3044\u65b9<\/h4>\n<p>\u81ea\u793e\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u306b\u4f59\u88d5\u304c\u306a\u3044\u65b9\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u305f\u308a\u52a0\u5de5\u3057\u305f\u308a\u3059\u308b\u5834\u5408\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3088\u3063\u3066\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u305d\u308c\u3092\u5b9f\u73fe\u3059\u308b\u306b\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u5fc5\u9808\u3067\u3059\u3002\u305f\u3060\u3001\u4f01\u696d\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u591a\u304f\u306e\u30bf\u30b9\u30af\u3092\u62b1\u3048\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u7740\u624b\u3067\u304d\u306a\u3044\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u624b\u3092\u308f\u305a\u3089\u308f\u305b\u308b\u3053\u3068\u306a\u304f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u304b\u3089\u52a0\u5de5\u3001\u305d\u3057\u3066\u9023\u643a\u307e\u3067\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u7a2e\u985e\u3068\u8cbb\u7528\u76f8\u5834<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15871\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/etl-tool-types-fee-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u7a2e\u985e\u3068\u8cbb\u7528\u76f8\u5834\" width=\"1024\" height=\"576\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u7a2e\u985e\u3001\u305d\u3057\u3066\u8cbb\u7528\u76f8\u5834\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306b\u306f\u300c\u6709\u6599\u306e\u3082\u306e\u300d\u3068\u300c\u7121\u6599\u306e\u3082\u306e\u300d\u306e\uff12\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u6709\u6599ETL\u30c4\u30fc\u30eb<\/h3>\n<p>\u307e\u305a\u6709\u6599\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001<span class=\"marker-thickYellow\"><strong>\u57fa\u672c\u7684\u306b\u4f01\u696d\u3067\u672c\u683c\u7684\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3042\u308c\u3070\u3001\u6709\u6599\u306eETL\u30c4\u30fc\u30eb\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/strong><\/span>\u6709\u6599\u306eETL\u30c4\u30fc\u30eb\u306a\u3089\u3001\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u5236\u9650\u306a\u304f\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u6709\u6599ETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u4f53\u7cfb\u3068\u76f8\u5834<\/h4>\n<p>\u6709\u6599\u306eETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u4f53\u7cfb\u306f\u3001\u6708\u984d\u307e\u305f\u306f\u5e74\u984d\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u5236\u304c\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u8cbb\u7528\u76f8\u5834\u306f\u5b89\u3044\u3082\u306e\u3060\u3068\u6708\u984d\u6570\u4e07\u5186\u3001\u9ad8\u3044\u3082\u306e\u306b\u306a\u308b\u3068\u6708\u984d\u6570\u5341\u4e07\u5186\u3068\u3044\u3046\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305f\u3060\u3057\u3001\u4e2d\u306b\u306fTableau\u306e\u3088\u3046\u306bBI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u7121\u6599ETL\u30c4\u30fc\u30eb<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>\u7121\u6599\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u57fa\u672c\u7684\u306b\u4e00\u5207\u8cbb\u7528\u306e\u652f\u6255\u3044\u304c\u767a\u751f\u3057\u307e\u305b\u3093\u3002<\/strong><\/span>\u305d\u306e\u305f\u3081\u3001\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3067\u304d\u308b\u306e\u304c\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u3082\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306e\u3072\u3068\u3064\u3067\u3059\u3002OSS\u3068\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u3053\u3068\u3067\u3001\u30c4\u30fc\u30eb\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u81ea\u7531\u306b\u30c4\u30fc\u30eb\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001<span class=\"marker-thickYellow\"><strong>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u306f\u3001\u6709\u6599\u30c4\u30fc\u30eb\u306e\u3088\u3046\u306b\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u304c\u306a\u3044\u3001\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\u3057\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u4ed8\u5c5e\u3057\u3066\u3044\u306a\u3044\u3001\u6709\u6599\u30c4\u30fc\u30eb\u306b\u6a5f\u80fd\u9762\u3067\u52a3\u3063\u3066\u3044\u308b\u306a\u3069\u3001\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308b<\/strong><\/span>\u306e\u3067\u305d\u308c\u3089\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u5c0e\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1a\u7121\u6599\u306eETL\u30c4\u30fc\u30eb\u3084OSS\u306eETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/free-etl\/\" target=\"_self\">\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30aa\u30b9\u30b9\u30e1ETL\u30c4\u30fc\u30eb\u3092\u53b3\u9078\u7d39\u4ecb\uff01OSS\u306e\u30c4\u30fc\u30eb\u3084\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u666e\u53ca\u3084\u4f01\u696d\u306eIT\u5316\u306b\u3088\u308a\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u304c\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u6709\u52b9\u6d3b\u7528\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002\r\n\r\nBI\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/free-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/free-etl-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30aa\u30b9\u30b9\u30e1ETL\u30c4\u30fc\u30eb\u3092\u53b3\u9078\u7d39\u4ecb\uff01OSS\u306e\u30c4\u30fc\u30eb\u3084\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<div>\n<h3>\u8cbb\u7528\u9762\u4ee5\u5916\u3067\u3082\u5206\u985e\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u306e\u7a2e\u985e<\/h3>\n<p>\u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001ETL\u30c4\u30fc\u30eb\u306b\u306f\u6709\u6599\u30c4\u30fc\u30eb\u3068\u7121\u6599\u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u8cbb\u7528\u9762\u4ee5\u5916\u3067\u3082\u3044\u304f\u3064\u304b\u7a2e\u985e\u304c\u3042\u308b\u306e\u3067\u3001\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>1.ETL\u5c02\u7528\u306e\u30c4\u30fc\u30eb<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u5c02\u7528\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u300c\u62bd\u51fa\uff08Extract\uff09\u300d\u300c\u5909\u63db\uff08Transform\uff09\u300d\u300c\u8aad\u307f\u8fbc\u307f\uff08Load\uff09\u300d\u3068\u3044\u30463\u3064\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u884c\u3046\u305f\u3081\u306b\u7279\u5316\u3057\u3066\u958b\u767a\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u306e\u79fb\u52d5\u3084\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3068\u3044\u3063\u305f\u4f5c\u696d\u3092\u52b9\u7387\u7684\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e3b\u306a\u7279\u5fb4\u3068\u3057\u3066\u306f\u3001\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u5b89\u5b9a\u6027\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30b5\u30dd\u30fc\u30c8\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u70b9\u3082\u9b45\u529b\u7684\u3067\u3059\u3002<\/p>\n<h4>2.ETL\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u305fEAI\u30c4\u30fc\u30eb<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>EAI\u30c4\u30fc\u30eb\u306f\u3001\u7570\u306a\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b7\u30b9\u30c6\u30e0\u3092\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3001ETL\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>ETL\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u305fEAI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u5fc5\u8981\u306a\u5f62\u5f0f\u306b\u5909\u63db\u3057\u3001\u5225\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>3.ETL\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u305f\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>\u8fd1\u5e74\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306bETL\u6a5f\u80fd\u3092\u642d\u8f09\u3059\u308b\u52d5\u304d\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u7ba1\u7406\u3057\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306a\u3089\u3001\u521d\u671f\u6295\u8cc7\u3092\u6291\u3048\u3064\u3064\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u5c02\u5ff5\u3067\u304d\u308b\u74b0\u5883\u3092\u6574\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u7279\u306b\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3084\u4e2d\u5c0f\u4f01\u696d\u306b\u3068\u3063\u3066\u6709\u7528\u306a\u9078\u629e\u80a2\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<\/div>\n<h2>\u81ea\u793e\u306b\u30de\u30c3\u30c1\u3057\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15872\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/etl-tool-checklist-1024x576.png\" alt=\"\u81ea\u793e\u306b\u30de\u30c3\u30c1\u3057\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>\u591a\u304f\u306eETL\u30c4\u30fc\u30eb\u306e\u4e2d\u304b\u3089\u3001\u81ea\u793e\u306b\u30de\u30c3\u30c1\u3057\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u30c4\u30fc\u30eb\u9078\u5b9a\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u306e\u3067\u3001\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u53c2\u8003\u306b\u9078\u5b9a\u3092\u9032\u3081\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u8cbb\u7528\u306b\u554f\u984c\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u51e6\u7406\u80fd\u529b\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u63a5\u7d9a\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u30b9\u30ad\u30eb\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b<\/li>\n<li>\u81ea\u793e\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u7248\u306f\u5bfe\u5fdcOS\u306b\u3082\u6ce8\u610f<\/li>\n<\/ol>\n<\/div>\n<h3>POINT1\uff1a\u8cbb\u7528\u306b\u554f\u984c\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u3001\u8cbb\u7528\u306b\u554f\u984c\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u304c\u3001\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u8cbb\u7528\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u81ea\u793e\u306e\u4e88\u7b97\u306f\u3082\u3061\u308d\u3093\u306e\u3053\u3068\u3001\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u306b\u898b\u5408\u3063\u305f\u8cbb\u7528\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3082\u3001\u30c1\u30a7\u30c3\u30af\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT2\uff1a\u51e6\u7406\u80fd\u529b\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u51e6\u7406\u80fd\u529b\u306b\u3064\u3044\u3066\u3082\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u57fa\u672c\u7684\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u524d\u63d0\u3068\u3059\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001\u51e6\u7406\u901f\u5ea6\u306f\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c4\u30fc\u30eb\u72ec\u81ea\u306e\u6a5f\u80fd\u306b\u3088\u3063\u3066\u3001\u51e6\u7406\u3059\u308b\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u3048\u3066\u3082\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3067\u304d\u308b\u3082\u306e\u3082\u3042\u308b\u306e\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001<span class=\"marker-thickYellow\"><strong>\u81ea\u793e\u3067\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u306b\u5bfe\u3057\u3066\u3001\u30c4\u30fc\u30eb\u304c\u3057\u3063\u304b\u308a\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u51e6\u7406\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3082\u3001ETL\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u306a\u9078\u5b9a\u30dd\u30a4\u30f3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT3\uff1a\u63a5\u7d9a\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u3001\u63a5\u7d9a\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\u5fc5\u8981\u3067\u3059\u3002\u305b\u3063\u304b\u304fETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3082\u3001\u81ea\u793e\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u63a5\u7d9a\u304c\u3067\u304d\u306a\u3044\u3068\u3001\u305d\u3082\u305d\u3082\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305a\u306fETL\u30c4\u30fc\u30eb\u306b\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u30b3\u30cd\u30af\u30bf\u306e\u7a2e\u985e\u3092\u78ba\u8a8d\u3057\u3066\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u63a5\u7d9a\u306b\u554f\u984c\u306a\u3044\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<h3>POINT4\uff1a\u30e6\u30fc\u30b6\u30fc\u30b9\u30ad\u30eb\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3054\u3068\u306b\u3001\u64cd\u4f5c\u6027\u3084\u5fc5\u8981\u306a\u77e5\u8b58\u3001\u30b9\u30ad\u30eb\u304c\u7570\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u5f8c\u306b\u5229\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u304c\u554f\u984c\u306a\u304f\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u5411\u3051\u306e\u30c4\u30fc\u30eb\u306f\u3001\u4e00\u822c\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u304c\u5229\u7528\u3059\u308b\u306b\u306f\u5c11\u3005\u96e3\u3057\u3044\u30c4\u30fc\u30eb\u3068\u306a\u308b\u305f\u3081\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT5\uff1a\u81ea\u793e\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>\u81ea\u793e\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002\u4f01\u696d\u306b\u3088\u3063\u3066\u62b1\u3048\u3066\u3044\u308b\u8ab2\u984c\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u74b0\u5883\u306b\u306f\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u6f20\u7136\u3068\u305f\u3060ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001<span class=\"marker-thickYellow\"><strong>\u73fe\u5728\u306e\u81ea\u793e\u306e\u8ab2\u984c\u3092\u660e\u78ba\u306b\u3057\u3066\u3001\u305d\u306e\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u3064\u306a\u304c\u308b\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u00a0POINT6\uff1a\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u7248\u306f\u5bfe\u5fdcOS\u306b\u3082\u6ce8\u610f<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u7248\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u4f01\u696d\u306e\u5185\u90e8\u30b5\u30fc\u30d0\u30fc\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u305f\u3081\u3001\u305d\u306e\u30b5\u30fc\u30d0\u30fc\u304c\u52d5\u4f5c\u3057\u3066\u3044\u308bOS\u3068\u30c4\u30fc\u30eb\u304c\u4e92\u63db\u6027\u3092\u6301\u3064\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u5bfe\u5fdcOS\u3092\u78ba\u8a8d\u3057\u306a\u3044\u3068\u3001\u30c4\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u308a\u3001\u6b63\u5e38\u306b\u52d5\u4f5c\u3057\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u5c0e\u5165\u524d\u306b\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>\u3010\u53b3\u9078\u3011\u304a\u3059\u3059\u3081\u306e\u6709\u6599ETL\u30c4\u30fc\u30eb10\u9078<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u304a\u3059\u3059\u3081\u306e\u6709\u6599ETL\u30c4\u30fc\u30eb\u3092\u53b3\u9078\u3057\u306610\u7a2e\u985e\u7d39\u4ecb\u3057\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3084\u6a5f\u80fd\u3001\u8cbb\u7528\u306a\u3069\u3092\u78ba\u8a8d\u3057\u3066\u3001\u81ea\u793e\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u304a\u3059\u3059\u3081\u306e\u6709\u6599ETL\u30c4\u30fc\u30eb\u6bd4\u8f03\u307e\u3068\u3081<\/h3>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u7279\u5fb4<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u8cbb\u7528<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">ASTERIA Warp<\/td>\n<td style=\"width: 25%;\">\u30fb\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5229\u7528\u3067\u304d\u308b<br \/>\n\u30fb30\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3042\u308a<\/td>\n<td style=\"width: 25%;\">\u30fb\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u306b\u4f59\u88d5\u304c\u306a\u3044\u4f01\u696d<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Informatica Power Center<\/td>\n<td style=\"width: 25%;\">\u30fb\u30ac\u30fc\u30c8\u30ca\u30fc\u793e\u306e\u30de\u30b8\u30c3\u30af\u30fb\u30af\u30a2\u30c9\u30e9\u30f3\u30c8\u306b\u304a\u3044\u3066\u300116\u5e74\u9023\u7d9a\u3067\u300c\u30ea\u30fc\u30c0\u30fc\u300d\u3068\u3057\u3066\u8a55\u4fa1<\/td>\n<td style=\"width: 25%;\">\u30fb\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30fb\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">trocco<\/td>\n<td style=\"width: 25%;\">\u30fb\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u3063\u3066\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u7ba1\u7406\u304c\u3067\u304d\u308b<br \/>\n\u30fb\u30c7\u30fc\u30bf\u8ee2\u9001\u3084\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u306e\u751f\u6210\u3001\u30b8\u30e7\u30d6\u7ba1\u7406\u3082\u53ef\u80fd<\/td>\n<td style=\"width: 25%;\">\u30fb\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3\uff1a10\u4e07\u5186\/\u6708<br \/>\n\u30fb\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3\uff1a30\u4e07\u5186\/\u6708<br \/>\n\u30fb\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3\uff1a\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30fbETL\u30c4\u30fc\u30eb\u3092\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u3082\u6d3b\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">AWS Glue<\/td>\n<td style=\"width: 25%;\">\u30fb\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306eETL\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 25%;\">\u30fbDPU\u6642\u9593\u3042\u305f\u308a0.44USD<\/td>\n<td style=\"width: 25%;\">\u30fb\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Waha! Transformer<\/td>\n<td style=\"width: 25%;\">\u30fb\u7d14\u56fd\u7523\u306e\u30c4\u30fc\u30eb<br \/>\n\u30fb\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u51e6\u7406<\/td>\n<td style=\"width: 25%;\">\u30fb180\u4e07\u5186\uff5e\/\u5e74<\/td>\n<td style=\"width: 25%;\">\u30fbTL\u30c4\u30fc\u30eb\u3092\u306f\u3058\u3081\u3066\u5c0e\u5165\u3059\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Pentaho<\/td>\n<td style=\"width: 25%;\">\u30fb100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30b3\u30cd\u30af\u30bf<br \/>\n\u30fbOLAP\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u6a5f\u80fd\u3082\u642d\u8f09<\/td>\n<td style=\"width: 25%;\">\u30fb\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30fb\u5206\u6790\u3082\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">DataSpider Cloud<\/td>\n<td style=\"width: 25%;\">\u30fb\u65e5\u672c\u88fdiPaaS\u3084\u6587\u5b57\u30b3\u30fc\u30c9\u5909\u63db\u306b\u5bfe\u5fdc<\/td>\n<td style=\"width: 25%;\">\u30fb\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30fbSalesforce\u30e6\u30fc\u30b6\u30fc\u306b\u304a\u3059\u3059\u3081<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Tableau Prep<\/td>\n<td style=\"width: 25%;\">\u30fb\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 25%;\">\u30fb8,400\u5186\/\u6708\uff08Tableau Creator\uff09<\/td>\n<td style=\"width: 25%;\">\u30fbBI\u30c4\u30fc\u30eb\u306eTableau\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">DataStage<\/td>\n<td style=\"width: 25%;\">\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u64cd\u4f5c\u3067\u304d\u308bGUI<\/td>\n<td style=\"width: 25%;\">\u30fb\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30fb\u7c21\u5358\u3067\u51e6\u7406\u6027\u80fd\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Syncsort DMExpress<\/td>\n<td style=\"width: 25%;\">\u30fb\u72ec\u81ea\u306e\u81ea\u52d5\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6a5f\u69cb\u300c\u30b9\u30de\u30fc\u30c8ETL\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u300d\u3092\u642d\u8f09<\/td>\n<td style=\"width: 25%;\">\u30fb\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30fb\u3068\u306b\u304b\u304f\u51e6\u7406\u6027\u80fd\u306e\u9ad8\u3044ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Stitch<\/td>\n<td style=\"width: 25%;\">\u30fb140\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc<\/td>\n<td style=\"width: 25%;\">\u30fbStandard 100\u30c9\u30eb\u301c<br \/>\n\u30fbAdvanced 1,250\u30c9\u30eb\/\u6708<br \/>\n\u30fbPremium 2,500\u30c9\u30eb\/\u6708<\/td>\n<td style=\"width: 25%;\">\u30fbETL\u30c4\u30fc\u30eb\u306e\u53d6\u308a\u6271\u3044\u306b\u6163\u308c\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Azure Data Factory<\/td>\n<td style=\"width: 25%;\">\u30fb\u8ffd\u52a0\u30b3\u30b9\u30c8\u4e0d\u8981\u306790\u4ee5\u4e0a\u306e\u30b3\u30cd\u30af\u30bf\u3092\u4f7f\u3044\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u63a5\u7d9a<\/td>\n<td style=\"width: 25%;\">\u30fb\u5f93\u91cf\u8ab2\u91d1\u5236<\/td>\n<td style=\"width: 25%;\">\u30fb\u521d\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308bETL\u30c4\u30fc\u30eb\u306f\u3001\u6a5f\u80fd\u3084\u304a\u3059\u3059\u3081\u306e\u4f7f\u7528\u74b0\u5883\u306b\u7279\u5fb4\u3092\u6301\u3064\u3082\u306e\u304c\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5fc5\u8981\u3068\u3059\u308b\u6a5f\u80fd\u3084\u81ea\u793e\u306e\u8ab2\u984c\u89e3\u6c7a\u306b\u3064\u306a\u304c\u308b\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001\u8cbb\u7528\u306b\u3064\u3044\u3066\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u3082\u591a\u3044\u305f\u3081\u3001\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u969b\u306f\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u5143\u3078\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n<h3>ASTERIA Warp<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14598\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/ASTERIA-Warp-1024x496.png\" alt=\"ASTERIA Warp\" width=\"1024\" height=\"496\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1aASTERIA Warp<\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>ASTERIA Warp\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3069\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306a\u3069\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4e00\u822c\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u304c\u3001\u81ea\u3089\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u81ea\u52d5\u3067\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3067\u304d\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u52b9\u7387\u5316\u306b\u5f79\u7acb\u3061\u307e\u3059\u300230\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3067\u4f7f\u7528\u611f\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>ASTERIA Warp\u306b\u306f2\u3064\u306e\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3069\u3061\u3089\u3082\u4fa1\u683c\u306f\u516c\u958b\u3057\u3066\u304a\u308a\u307e\u305b\u3093\u306e\u3067\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"tableScroll\">\n<table border=\"1\">\n<tbody>\n<tr>\n<td style=\"background-color: #b0c4de;\">\u88fd\u54c1<\/td>\n<td style=\"background-color: #b0c4de;\">\u4fa1\u683c<\/td>\n<\/tr>\n<tr>\n<td>ASTERIA Warp Standard<\/td>\n<td>\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<tr>\n<td>ASTERIA Warp Enterprise<\/td>\n<td>\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>ASTERIA Warp\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u306b\u4f59\u88d5\u304c\u306a\u3044\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u304c\u5fc5\u8981\u306a\u3044\u306e\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u8ca0\u62c5\u3092\u304b\u3051\u308b\u3053\u3068\u306a\u304f\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u7d71\u5408\u3092\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.asteria.com\/jp\/warp\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.asteria.com\/jp\/warp\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aASTERIA Warp\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/asteria-warp-etl\/\" target=\"_self\">ETL\u30c4\u30fc\u30eb\u300cASTERIA Warp(\u30a2\u30b9\u30c6\u30ea\u30a2\u30ef\u30fc\u30d7)\u300d\u3068\u306f\uff1f\u4fa1\u683c\u3084\u3067\u304d\u308b\u3053\u3068\u3001\u305d\u306e\u4ed6\u306eETL\u30c4\u30fc\u30eb\u3068\u306e\u9055\u3044\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4f01\u696d\u5411\u3051\u306e\u30b7\u30b9\u30c6\u30e0\u30fb\u30c4\u30fc\u30eb\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u6301\u3063\u305f\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u4e2d\u3067\u3082\u73fe\u5728\u30cb\u30fc\u30ba\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u306e\u304cETL\u30c4\u30fc\u30eb\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306f\u3001\u5c02\u9580\u7684\u306a\u6280\u8853\u8005\u304c\u4e0d\u5728\u3067\u3082\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\r\n\r\n\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30ce\u30fc\u30b3[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/asteria-warp-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/asteria-warp-etl-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>Informatica Power Center<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15174\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Informatica-PowerCenter-1024x625.png\" alt=\"Informatica PowerCenter\" width=\"1024\" height=\"625\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.informatica.com\/jp\/products\/data-integration\/powercenter.html\" target=\"_blank\" rel=\"noopener noreferrer\">Informatica Power Center<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Informatica Power Center\u306f\u3001\u30ac\u30fc\u30c8\u30ca\u30fc\u793e\u306e\u30de\u30b8\u30c3\u30af\u30fb\u30af\u30a2\u30c9\u30e9\u30f3\u30c8\u306b\u304a\u3044\u3066\u300116\u5e74\u9023\u7d9a\u3067\u300c\u30ea\u30fc\u30c0\u30fc\u300d\u3068\u3057\u3066\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u4f01\u696d\u306e\u898f\u6a21\u306b\u95a2\u4fc2\u306a\u304f\u5bfe\u5fdc\u3067\u304d\u3001\u63a5\u7d9a\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3082\u8c4a\u5bcc\u3067\u3059\u3002\u696d\u7a2e\u3084\u90e8\u9580\u3092\u554f\u308f\u305a\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Informatica Power Center\u306e\u8cbb\u7528\u306f\u516c\u958b\u3057\u3066\u304a\u308a\u307e\u305b\u3093\u306e\u3067\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Informatica Power Center\u306f\u3001\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u591a\u7a2e\u591a\u69d8\u306a\u696d\u754c\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u3082\u3042\u308a\u3001\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3082\u6574\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u5c0e\u5165\u5f8c\u3082\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3057\u7d9a\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.informatica.com\/jp\/products\/data-integration\/powercenter.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.informatica.com\/jp\/products\/data-integration\/powercenter.html<\/a><\/p>\n<h3>trocco<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14605\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/trocco-1024x519.png\" alt=\"trocco\" width=\"1024\" height=\"519\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/trocco.io\/lp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">trocco<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>trocco\u306f\u3001\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u3063\u3066\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u7ba1\u7406\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u3084\u7f6e\u63db\u6a5f\u80fd\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u3088\u304f\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4ed6\u306b\u30c7\u30fc\u30bf\u8ee2\u9001\u3084\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u306e\u751f\u6210\u3067\u3042\u3063\u305f\u308a\u3001\u30b8\u30e7\u30d6\u7ba1\u7406\u3082\u53ef\u80fd\u306a\u306e\u3067\u3001\u5e45\u5e83\u3044\u7528\u9014\u3067\u6d3b\u8e8d\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>trocco\u306b\u306f3\u7a2e\u985e\u306e\u6599\u91d1\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3\u306e\u6599\u91d1\u306f\u975e\u516c\u958b\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"tableScroll\">\n<table border=\"1\">\n<tbody>\n<tr>\n<td style=\"background-color: #b0c4de;\">\u30d7\u30e9\u30f3<\/td>\n<td style=\"background-color: #b0c4de;\">\u6599\u91d1<\/td>\n<\/tr>\n<tr>\n<td>\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3<\/td>\n<td>10\u4e07\u5186\/\u6708<\/td>\n<\/tr>\n<tr>\n<td>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3<\/td>\n<td>30\u4e07\u5186\/\u6708<\/td>\n<\/tr>\n<tr>\n<td>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3<\/td>\n<td>\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>trocco\u306f\u3001ETL\u30c4\u30fc\u30eb\u3092\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u3082\u6d3b\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u57fa\u672c\u7684\u306aETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u6a5f\u80fd\u4ee5\u5916\u306b\u3082\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u5206\u6790\u306e\u305f\u3081\u306e\u6a5f\u80fd\u304c\u8c4a\u5bcc\u306a\u306e\u3067\u3001trocco\u3072\u3068\u3064\u3067\u3055\u307e\u3056\u307e\u306a\u4f7f\u3044\u65b9\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u6c17\u306b\u3055\u308c\u308b\u65b9\u306b\u3082\u30aa\u30b9\u30b9\u30e1\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/trocco.io\/lp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/trocco.io\/lp\/index.html<\/a><\/p>\n<h3>AWS Glue<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15391\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AWS-Glue-1024x487.png\" alt=\"AWS Glue\" width=\"1024\" height=\"487\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u3000\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/aws.amazon.com\/jp\/glue\/?whats-new-cards.sort-by=item.additionalFields.postDateTime&amp;whats-new-cards.sort-order=desc\" target=\"_blank\" rel=\"noopener noreferrer\">AWS Glue<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>AWS Glue\u306f\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306eETL\u30c4\u30fc\u30eb\u306a\u306e\u3067\u3001\u5c0e\u5165\u306e\u969b\u306b\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u3092\u6e96\u5099\u305b\u305a\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002AWS\u306e\u30af\u30e9\u30a6\u30c9\u578b\u30b5\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3059\u308b\u306e\u3067\u3001\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305f\u3001\u4f7f\u7528\u91cf\u306b\u5fdc\u3058\u305f\u8ab2\u91d1\u5236\u306a\u306e\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u9ad8\u3044\u70b9\u3082\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>AWS Glue\u306e\u8cbb\u7528\u306f\u3001DPU\u6642\u9593\u3042\u305f\u308a0.44USD\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>AWS Glue\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u7279\u306b\u30d0\u30c3\u30c1\u51e6\u7406\u306e\u3088\u3046\u306b\u3001\u9577\u6642\u9593\u7a3c\u50cd\u304c\u5fc5\u8981\u306a\u30b7\u30fc\u30f3\u3067\u306f\u3001AWS Glue\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/aws.amazon.com\/jp\/glue\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/aws.amazon.com\/jp\/glue\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aAWS Glue\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/aws-etl\/\" target=\"_self\">ETL\u30c4\u30fc\u30eb\u300cAWS Glue\u300d\u3068\u306f\uff1f\u6599\u91d1\u3084\u3067\u304d\u308b\u3053\u3068\u3001AWS Lambda\u3068\u306e\u9055\u3044\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4f01\u696d\u304cETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u3001\u3044\u304f\u3064\u304b\u306e\u9078\u629e\u80a2\u304c\u3042\u308a\u307e\u3059\u3002\u8fd1\u5e74\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066\u5229\u7528\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u578b\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\r\n\r\n\u4eca\u56de\u306f\u305d\u306e\u4e2d\u304b\u3089Amazon\u304c\u63d0\u4f9b\u3059\u308b\u300cAWS Glue\u300d\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002AWS Glue[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/aws-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"250\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_286444997_Editorial_Use_Only-375x250.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u30c4\u30fc\u30eb\u300cAWS Glue\u300d\u3068\u306f\uff1f\u6599\u91d1\u3084\u3067\u304d\u308b\u3053\u3068\u3001AWS Lambda\u3068\u306e\u9055\u3044\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>Waha! Transformer<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14599\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Waha-Transformer-1024x547.png\" alt=\"Waha! Transformer\" width=\"1024\" height=\"547\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Waha! Transformer<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Waha! Transformer\u306f\u3001\u7d14\u56fd\u7523\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u306f\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u305b\u305a\u9ad8\u901f\u3067\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u307e\u3059\u3002AI\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790\u3084RPA\u306b\u3088\u308b\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306a\u3069\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3063\u305f\u3042\u3068\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6027\u304c\u9ad8\u3044\u3053\u3068\u304b\u3089\u3001\u304b\u3086\u3044\u3068\u3053\u308d\u306b\u624b\u306e\u5c4a\u304f\u30c4\u30fc\u30eb\u3068\u3057\u3066\u9ad8\u3044\u8a55\u4fa1\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Waha! Transformer\u306b\u306f\u6708\u984d4\u4e07\u5186\u304b\u3089\u5229\u7528\u3067\u304d\u308b\u30b5\u30d6\u30b9\u30af\u578b\u3084\u3001\u5e74\u9593135\u4e07\u5186\u306e\u30d7\u30e9\u30f3\u306a\u3069\u76ee\u7684\u306b\u5fdc\u3058\u305f\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u8a73\u7d30\u306a\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Waha! Transformer\u306f\u3001ETL\u30c4\u30fc\u30eb\u3092\u306f\u3058\u3081\u3066\u5c0e\u5165\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u7d14\u56fd\u7523\u306e\u30c4\u30fc\u30eb\u3067\u3042\u308a\u7c21\u5358\u306a\u64cd\u4f5c\u6027\u3001\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u3063\u3066\u3001ETL\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306e\u306a\u3044\u65b9\u3082\u5229\u7528\u3057\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/waha-transformer.com\/<\/a><\/p>\n<h3>Pentaho<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14906\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Pentaho-1024x708.png\" alt=\"Pentaho\" width=\"1024\" height=\"708\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u3000\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">Pentaho<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Pentaho\u306f\u3001100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30b3\u30cd\u30af\u30bf\u306b\u3088\u3063\u3066\u3001\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u63a5\u7d9a\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u53ef\u80fd\u306a\u306e\u3067\u3001ETL\u30c4\u30fc\u30eb\u521d\u5fc3\u8005\u306b\u3082\u6271\u3044\u3084\u3059\u3044\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305f\u3001OLAP\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u6a5f\u80fd\u3082\u642d\u8f09\u3057\u3066\u304a\u308a\u3001\u793e\u5185\u306e\u30c7\u30fc\u30bf\u6574\u7406\u304b\u3089\u30cb\u30fc\u30ba\u306e\u767a\u898b\u307e\u3067\u3001\u5e45\u5e83\u304f\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Pentaho\u306e\u8cbb\u7528\u306f\u975e\u516c\u958b\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Pentaho\u306f\u3001\u5206\u6790\u3082\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>OLAP\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306f\u3001\u901a\u5e38BI\u30c4\u30fc\u30eb\u3067\u5229\u7528\u3059\u308b\u6a5f\u80fd\u3067\u3059\u304c\u3001Pentaho\u306f\u305d\u308c\u3089\u306e\u6a5f\u80fd\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Weka\u3084R\u306a\u3069\u3068\u9023\u643a\u3057\u305f\u5206\u6790\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html<\/a><\/p>\n<h3>DataSpider Cloud<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15175\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/DataSpider-Cloud-1024x873.png\" alt=\"DataSpider Cloud\" width=\"1024\" height=\"873\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hulft.com\/software\/dataspidercloud\" target=\"_blank\" rel=\"noopener noreferrer\">DataSpider Cloud<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>DataSpider Cloud\u306f\u3001VPN\u3092\u4f7f\u7528\u305b\u305a\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u9023\u643a\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u63a5\u7d9a\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3082\u8c4a\u5bcc\u306a\u306e\u3067\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u6d3b\u7528\u3057\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305f\u3001\u65e5\u672c\u88fdiPaaS\u3084\u6587\u5b57\u30b3\u30fc\u30c9\u5909\u63db\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u534a\u89d2\u30ab\u30ca\u3084\u5404\u7a2e\u6587\u5b57\u30b3\u30fc\u30c9\u3001\u897f\u66a6\u3084\u548c\u66a6\u306e\u5909\u63db\u3082\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>DataSpider Cloud\u306e\u8cbb\u7528\u306f\u5229\u7528\u74b0\u5883\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305f\u3081\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>DataSpider Cloud\u306f\u3001Salesforce\u30e6\u30fc\u30b6\u30fc\u306b\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u8c4a\u5bcc\u306a\u30b3\u30cd\u30af\u30bf\u306b\u3088\u3063\u3066\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u63a5\u7d9a\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u7279\u306bSalesforce\u306b\u3064\u3044\u3066\u306f\u591a\u6570\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.hulft.com\/software\/dataspidercloud\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.hulft.com\/software\/dataspidercloud<\/a><\/p>\n<h3>Tableau Prep<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14762\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Tableau-Prep-1024x562.png\" alt=\"Tableau Prep\" width=\"1024\" height=\"562\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep\" target=\"_blank\" rel=\"noopener noreferrer\">Tableau Prep<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Tableau Prep\u306f\u3001Tableau Creator\u306b\u4ed8\u5c5e\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u300cTableau Prep Builder\u300d\u3068\u300cTableau Prep Conductor\u300d\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u30012\u3064\u306e\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u304b\u3089\u52a0\u5de5\u3001\u9023\u643a\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u306a\u304a\u3001\u53b3\u5bc6\u306b\u306fTableau Prep\u306fETL\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u3068\u540c\u3058\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u304b\u3089\u3001\u4eca\u56de\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Tableau Prep\u306f\u30018,400\u5186\/\u6708\uff08Tableau Creator\uff09\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Tableau Prep\u306f\u3001BI\u30c4\u30fc\u30eb\u306eTableau\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Tableau\uff08Tableau Creator\uff09\u3092\u5229\u7528\u3057\u3066\u3044\u308c\u3070\u3001\u8ffd\u52a0\u8cbb\u7528\u306a\u3057\u3067Tableau Prep\u304c\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u65b0\u305f\u306b\u4ed6\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aTableau Prep\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/tableau-prep\/\" target=\"_self\">\u300cTableau Prep\u300d\u3068\u306f\uff1fETL\u30c4\u30fc\u30eb\u3068\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9055\u3044\u3084\u6a5f\u80fd\u30fb\u4fa1\u683c\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4f01\u696d\u3067\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u6271\u3063\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u72b6\u3092\u628a\u63e1\u3057\u305f\u308a\u3001\u65b0\u305f\u306a\u6226\u7565\u306e\u30d2\u30f3\u30c8\u3092\u898b\u3064\u3051\u305f\u308a\u3057\u307e\u3059\u3002\u4f01\u696d\u306eIT\u5316\u30fbDX\u5316\u304c\u9032\u3093\u3067\u3044\u308b\u8fd1\u5e74\u306f\u3001\u3053\u3046\u3057\u305f\u5de5\u7a0b\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u305f\u3081\u306b\u3001BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u3082\u5897\u3048\u3066\u304d[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/tableau-prep\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"188\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/AdobeStock_137916797-375x188.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u300cTableau Prep\u300d\u3068\u306f\uff1fETL\u30c4\u30fc\u30eb\u3068\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9055\u3044\u3084\u6a5f\u80fd\u30fb\u4fa1\u683c\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>DataStage<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-15177\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/DataStage.png\" alt=\"DataStage\" width=\"1020\" height=\"798\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/\" target=\"_blank\" rel=\"noopener noreferrer\">DataStage<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>DataStage\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u64cd\u4f5c\u3067\u304d\u308bGUI\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30c7\u30fc\u30bf\u306e\u30bd\u30fc\u30c8\u3001\u91cd\u8907\u306e\u524a\u9664\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306a\u3069\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u90e8\u54c1\u3084\u95a2\u6570\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u3067\u51e6\u7406\u3067\u304d\u308b\u80fd\u529b\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>DataStage\u306e\u8cbb\u7528\u306f\u975e\u516c\u958b\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>DataStage\u306f\u3001\u7c21\u5358\u3067\u51e6\u7406\u6027\u80fd\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>DataStage\u306f\u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u6d3b\u7528\u3057\u305f\u4e26\u5217\u51e6\u7406\u306b\u3088\u3063\u3066\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u969b\u3082\u3001\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.hitachi.co.jp\/Prod\/comp\/soft1\/datastage\/<\/a><\/p>\n<h3>Precisely Connect\uff08\u65e7 Syncsort DMExpress\uff09<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18525\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/06\/73e7f3f9944c662b941625fd5149dccc-1024x515.png\" alt=\"Precisely Connect\uff08\u65e7 Syncsort DMExpress\uff09\" width=\"1024\" height=\"515\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.ashisuto.co.jp\/product\/category\/etl\/syncsort-dmexpress\/\" target=\"_blank\" rel=\"noopener noreferrer\">Precisely Connect\uff08\u65e7 Syncsort DMExpress\uff09<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Precisely Connect\u306f\u3001\u975e\u5e38\u306b\u51e6\u7406\u80fd\u529b\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002\u72ec\u81ea\u306e\u81ea\u52d5\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6a5f\u69cb\u300c\u30b9\u30de\u30fc\u30c8ETL\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u300d\u304c\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u3069\u3093\u306a\u72b6\u6cc1\u3067\u3082\u9ad8\u901f\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3082\u7c21\u5358\u306b\u958b\u767a\u53ef\u80fd\u3067\u3042\u308b\u70b9\u3084\u3001\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u306b\u3088\u3063\u3066\u958b\u767a\u30b9\u30c6\u30c3\u30d7\u304c\u308f\u304b\u308a\u3084\u3059\u3044\u306e\u3082\u3001Precisely Connect\u306e\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Precisely Connect\u306e\u8cbb\u7528\u306f\u975e\u516c\u958b\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Precisely Connect\u306f\u3001\u3068\u306b\u304b\u304f\u51e6\u7406\u6027\u80fd\u306e\u9ad8\u3044ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u300c\u30b9\u30de\u30fc\u30c8ETL\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u300d\u3092\u642d\u8f09\u3057\u305fPrecisely Connect\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u6027\u80fd\u306f\u3001\u4e16\u754c\u6700\u901f\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u6a39\u7acb\u3057\u3066\u304a\u308a\u3001\u975e\u5e38\u306b\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.ashisuto.co.jp\/product\/category\/etl\/syncsort-dmexpress\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.ashisuto.co.jp\/product\/category\/etl\/syncsort-dmexpress\/<\/a><\/p>\n<h3>Stitch<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18523\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/06\/9d7a4e89f131cf028a4bbae4185b4112-1024x519.png\" alt=\"Stitch\" width=\"1024\" height=\"519\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.stitchdata.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Stitch<\/a><\/span><\/p>\n<p>Stitch\u306f\u3001Stitch\u793e\u304c\u63d0\u4f9b\u3059\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Stitch\u306f\u3001\u6570\u56de\u306e\u30af\u30ea\u30c3\u30af\u3060\u3051\u3067\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092DWH\u3078\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u79fb\u52d5\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>140\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u51e6\u7406\u901f\u5ea6\u306e\u901f\u3055\u304c\u7279\u5fb4\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Stitch\u306f\u4ee5\u4e0b3\u3064\u306e\u30d7\u30e9\u30f3\u306e\u307b\u304b\u3001\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u4fa1\u683c<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">Standard<\/td>\n<td style=\"width: 50%;\">100\u30c9\u30eb\u301c<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">Advanced<\/td>\n<td style=\"width: 50%;\">1,250\u30c9\u30eb\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">Premium<\/td>\n<td style=\"width: 50%;\">2,500\u30c9\u30eb\/\u6708<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Stitch\u306f\u3001\u904e\u53bb\u306b\u307b\u304b\u306eETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3053\u3068\u304c\u3042\u308a\u3001ETL\u30c4\u30fc\u30eb\u306e\u53d6\u308a\u6271\u3044\u306b\u6163\u308c\u3066\u304a\u308aStitch\u306e\u6a5f\u80fd\u3084\u6027\u80fd\u306b\u9b45\u529b\u3092\u611f\u3058\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>Stitch\u306f\u6d77\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u30b5\u30a4\u30c8\u5185\u306e\u8868\u793a\u3082\u5168\u3066\u82f1\u8a9e\u3068\u306a\u3063\u3066\u304a\u308a\u3001ETL\u521d\u5fc3\u8005\u306e\u65b9\u306b\u306f\u4e0d\u5411\u304d\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.stitchdata.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.stitchdata.com\/<\/a><\/p>\n<h3>Azure Data Factory<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-18527\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/06\/436a221f635bcd69028f867f43b88539-1024x560.png\" alt=\"Azure Data Factory\" width=\"1024\" height=\"560\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/data-factory\" target=\"_blank\" rel=\"noopener noreferrer\">Azure Data Factory<\/a><\/span><\/p>\n<p>Azure Data Factory\u306f\u3001Microsoft\u793e\u306eAzure\u304c\u63d0\u4f9b\u3059\u308bETL\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Azure Data Factory\u306f\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u8ffd\u52a0\u30b3\u30b9\u30c8\u4e0d\u8981\u306790\u4ee5\u4e0a\u306e\u30b3\u30cd\u30af\u30bf\u3092\u4f7f\u3044\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u306f\u3082\u3061\u308d\u3093\u3001\u30c7\u30fc\u30bf\u5909\u63db\u304b\u3089\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u307e\u3067\u3001\u5e45\u5e83\u304f\u793e\u5185\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u6d3b\u7528\u3067\u304d\u308b\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Azure Data Factory\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u5236\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Azure Data Factory\u306f\u3001\u521d\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059<\/strong><\/span>\u3002Azure Data Factory\u306f\u5f93\u91cf\u8ab2\u91d1\u5236\u306a\u306e\u3067\u3001\u4f7f\u7528\u91cf\u304c\u5c11\u306a\u3051\u308c\u3070\u8cbb\u7528\u3082\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u5b9f\u969b\u306b\u5c0e\u5165\u3057\u3001\u5f90\u3005\u306b\u4f7f\u3044\u6163\u308c\u3066\u3044\u3051\u3070\u3001\u3044\u304d\u306a\u308a\u5927\u304d\u306a\u30b3\u30b9\u30c8\u3092\u304b\u3051\u308b\u3053\u3068\u306a\u304fETL\u30c4\u30fc\u30eb\u3092\u793e\u5185\u306b\u6d78\u900f\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/data-factory\" target=\"_blank\" rel=\"noopener\">https:\/\/azure.microsoft.com\/ja-jp\/products\/data-factory<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30b3\u30b9\u30c8\u3092\u304b\u3051\u3089\u308c\u306a\u3044\u3051\u3069ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u3001\u3068\u308a\u3042\u3048\u305a\u7121\u6599\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u307f\u305f\u3044\u65b9\u306f\u3001\u3053\u3061\u3089\u3067\u7d39\u4ecb\u3059\u308b\u30c4\u30fc\u30eb\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u304a\u3059\u3059\u3081\u306e\u7121\u6599ETL\u30c4\u30fc\u30eb\u6bd4\u8f03\u307e\u3068\u3081<\/h3>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u7279\u5fb4<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u8cbb\u7528<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Talend Open Studio<\/td>\n<td style=\"width: 25%;\">\u30fb\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u958b\u767a<br \/>\n\u30fb\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306f\u3084\u3084\u51e6\u7406\u901f\u5ea6\u304c\u843d\u3061\u308b<\/td>\n<td style=\"width: 25%;\">\u30fb\u7121\u6599<\/td>\n<td style=\"width: 25%;\">\u30fbETL\u30c4\u30fc\u30eb\u3067\u30d0\u30c3\u30c1\u51e6\u7406\u306e\u307f\u884c\u3046\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">RapidMiner<\/td>\n<td style=\"width: 25%;\">\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u3063\u3066\u30e2\u30c7\u30ea\u30f3\u30b0\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3089\u308c\u308b<\/td>\n<td style=\"width: 25%;\">\u30fb\u7121\u6599<br \/>\n\u203b10,000\u884c\u3092\u8d85\u3048\u308b\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u30fb\u30b5\u30dd\u30fc\u30c8\u306e\u5229\u7528\u306f\u6709\u6599<\/td>\n<td style=\"width: 25%;\">\u30fb10,000\u884c\u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u7121\u6599\u306eETL\u30c4\u30fc\u30eb\u306f2\u7a2e\u985e\u3067\u3059\u3002\u3069\u3061\u3089\u3082\u671f\u9650\u306e\u6c7a\u307e\u3063\u305f\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3067\u306f\u306a\u304f\u3001\u7d99\u7d9a\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u6a5f\u80fd\u9762\u3084\u6271\u3048\u308b\u30c7\u30fc\u30bf\u91cf\u306b\u82e5\u5e72\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u3001\u5236\u9650\u5185\u3067\u5229\u7528\u3067\u304d\u308b\u65b9\u306b\u306e\u307f\u304a\u3059\u3059\u3081\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>Talend Open Studio<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14593\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Talend-Open-Studio-1024x540.png\" alt=\"Talend Open Studio\" width=\"1024\" height=\"540\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">Talend Open Studio<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Talend Open Studio\u306f\u3001\u6709\u6599\u30c4\u30fc\u30eb\u300cTalend\u300d\u306e\u6a5f\u80fd\u3092\u7121\u6599\u3067\u4f7f\u3048\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u958b\u767a\u3068\u306a\u308b\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306f\u3084\u3084\u51e6\u7406\u901f\u5ea6\u304c\u843d\u3061\u308b\u3068\u3044\u3063\u305f\u70b9\u4ee5\u5916\u306f\u3001\u5927\u304d\u304f\u5236\u9650\u304c\u304b\u304b\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u7121\u6599\u3067\u3082\u5341\u5206\u6d3b\u7528\u3057\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Talend Open Studio\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Talend Open Studio\u306f\u3001ETL\u30c4\u30fc\u30eb\u3067\u30d0\u30c3\u30c1\u51e6\u7406\u306e\u307f\u884c\u3046\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059<\/strong><\/span>\u3002\u6709\u6599\u7248\u3068\u6bd4\u3079\u3066\u6027\u80fd\u306f\u843d\u3061\u307e\u3059\u304c\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u95a2\u3057\u3066\u306f\u905c\u8272\u306a\u304f\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aETL\u30c4\u30fc\u30eb\u300cTalend\u300d\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/talend-etl\/\" target=\"_self\">ETL\u30c4\u30fc\u30eb\u300cTalend\u300d\u3068\u306f\uff1f\u3067\u304d\u308b\u3053\u3068\u3084\u4fa1\u683c\u3001\u30e1\u30ea\u30c3\u30c8\u3001\u6d3b\u7528\u65b9\u6cd5\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">Talend\u306fETL\u30c4\u30fc\u30eb\u306e\u4e00\u3064\u3067\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002IT\u5316\u3084DX\u63a8\u9032\u306b\u3088\u3063\u3066\u6271\u3046\u30c7\u30fc\u30bf\u304c\u5897\u3048\u7d9a\u3051\u308b\u4e2d\u3001\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u306e\u9700\u8981\u3082\u4f38\u3073\u3066\u304d\u3066\u3044\u307e\u3059\u3002\r\n\r\n\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u4e2d\u3067\u3082\u7279\u306b\u6709\u540d\u306a\u30c4\u30fc\u30eb\u300c[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/talend-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"250\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_421637119_Editorial_Use_Only-375x250.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u30c4\u30fc\u30eb\u300cTalend\u300d\u3068\u306f\uff1f\u3067\u304d\u308b\u3053\u3068\u3084\u4fa1\u683c\u3001\u30e1\u30ea\u30c3\u30c8\u3001\u6d3b\u7528\u65b9\u6cd5\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>RapidMiner<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14910\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/RapidMiner-1024x577.png\" alt=\"RapidMiner\" width=\"1024\" height=\"577\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.rapidminer.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">RapidMiner<\/a><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>RapidMiner\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u3063\u3066\u30e2\u30c7\u30ea\u30f3\u30b0\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3089\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u52a0\u5de5\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u5b9f\u65bd\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>RapidMiner\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u300110,000\u884c\u3092\u8d85\u3048\u308b\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3084\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u30fb\u30b5\u30dd\u30fc\u30c8\u306e\u5229\u7528\u306b\u306f\u6709\u6599\u7248\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>RapidMiner\u306f\u300110,000\u884c\u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u7121\u6599\u7248\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u7bc4\u56f2\u5185\u306e\u30c7\u30fc\u30bf\u91cf\u3067\u3042\u308c\u3070\u3001\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u306a\u3044\u305f\u3081\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u9ad8\u3044ETL\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.rapidminer.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.rapidminer.jp\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>WEB\u5e83\u544a\u904b\u7528\u306b\u306f\u5e83\u544a\u7279\u5316\u306eETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081<\/h2>\n<p>\u591a\u6570\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3001WEB\u5e83\u544a\u904b\u7528\u3092\u884c\u3063\u3066\u3044\u308b\u65b9\u306b\u306f\u3001\u5e83\u544a\u7279\u5316\u306eETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081\u306e\u3072\u3068\u3064\u3067\u3059\u3002<\/p>\n<h3>WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u300cDatabeat\u300d<\/h3>\n<p><a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=screenshot&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19651\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/11\/4b1f6b066f72daec0a0a60240f584b16-768x434.png\" alt=\"Databeat\" width=\"1024\" height=\"661\" \/><\/a><\/p>\n<p>Databeat\u306f\u3001WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3067\u3059\u3002WEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u30fb\u52a0\u5de5\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u5316\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u308b\u53ef\u8996\u5316\u3001BI\u30c4\u30fc\u30eb\u3078\u306e\u9023\u643a\u304c\u884c\u3048\u307e\u3059\u3002<\/p>\n<h3>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308b\u300cDatabeat\u300d\u306e3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308bDatabeat\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u30fb\u52a0\u5de5\u30fb\u9023\u643a<\/li>\n<li>\u30ec\u30dd\u30fc\u30c8\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u81ea\u52d5\u5316<\/li>\n<li>BI\u30c4\u30fc\u30eb\u3078\u6574\u5f62\u3057\u305f\u30c7\u30fc\u30bf\u3092\u9023\u643a<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u30fb\u52a0\u5de5\u30fb\u9023\u643a<\/h4>\n<p>Databeat\u306f\u3001WEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u30fb\u52a0\u5de5\u30fb\u9023\u643a\u307e\u3067\u884c\u3044\u307e\u3059\u3002\u591a\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3067\u904b\u7528\u3092\u884c\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u7ba1\u7406\u753b\u9762\u3078\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3044\u3046\u3001\u975e\u5e38\u306b\u5de5\u6570\u306e\u304b\u304b\u308b\u4f5c\u696d\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3057\u304b\u3057\u3001Databeat\u3092\u4f7f\u3048\u3070\u3001\u305d\u308c\u3089\u306e\u4f5c\u696d\u306f\u3059\u3079\u3066\u81ea\u52d5\u5316\u3067\u304d\u308b\u306e\u3067\u3001\u5de5\u6570\u524a\u6e1b\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30ec\u30dd\u30fc\u30c8\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u81ea\u52d5\u5316<\/h4>\n<p>Databeat\u304c\u62bd\u51fa\u3057\u305fWEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u53ef\u8996\u5316\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u306f\u3001\u3059\u3079\u3066\u306eWEB\u5e83\u544a\u5a92\u4f53\u306e\u30c7\u30fc\u30bf\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u7c21\u5358\u306b\u5e83\u544a\u904b\u7528\u306e\u72b6\u6cc1\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3082\u5e83\u544a\u904b\u7528\u306b\u304a\u3044\u3066\u624b\u9593\u306e\u304b\u304b\u308b\u4f5c\u696d\u306e\u4e00\u3064\u3067\u3059\u304c\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u3063\u3066\u81ea\u52d5\u7684\u306b\u751f\u6210\u3055\u308c\u308b\u305f\u3081\u3001\u4f5c\u696d\u52b9\u7387\u304c\u5927\u5e45\u306b\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000BI\u30c4\u30fc\u30eb\u3078\u6574\u5f62\u3057\u305f\u30c7\u30fc\u30bf\u3092\u9023\u643a<\/h4>\n<p>Databeat\u304c\u53ce\u96c6\u3057\u305fWEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u306f\u3001Looker Studio\u3084Tableau\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u3059\u308c\u3070\u3001\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u7d71\u5408\u3057\u3066\u591a\u89d2\u7684\u306a\u5206\u6790\u3092\u5b9f\u65bd\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u306a\u304a\u3001\u5e83\u544a\u5a92\u4f53\u3054\u3068\u306b\u7570\u306a\u308b\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3082\u3001Databeat\u304c\u6574\u5f62\u3057\u3066BI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5225\u9014\u52a0\u5de5\u3092\u884c\u3046\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>&nbsp;<\/p>\n<div class=\"btn btn-center\"><a class=\"btn__link btn__link-primary\" href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=button&amp;utm_content=top\" target=\"_blank\" rel=\"noopener noreferrer\">Databeat\u30b5\u30fc\u30d3\u30b9\u30b5\u30a4\u30c8<\/a><\/div>\n<div><\/div>\n<h2>ETL\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554f\u3092Q&amp;A\u3067\u30b9\u30c3\u30ad\u30ea\u89e3\u6c7a<\/h2>\n<p>\u6700\u5f8c\u306b\u3001ETL\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554f\u3092\u3001Q&amp;A\u5f62\u5f0f\u3067\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3068EAI\u30c4\u30fc\u30eb\u306e\u9055\u3044\u306f\uff1f<\/h3>\n<p><span class=\"marker-thickYellow\">EAI\u30c4\u30fc\u30eb\u306f\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3084CRM\u3001\u9867\u5ba2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u3044\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u9593\u3067\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u9023\u643a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>\u4e3b\u306b\u30a4\u30d9\u30f3\u30c8\u6307\u5411\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u9023\u643a\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u306e\u3088\u3046\u306b\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u4e00\u7b87\u6240\u3078\u7d71\u5408\u3059\u308b\u6a5f\u80fd\u3068\u306f\u7570\u306a\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3068DWH\u3068\u306e\u9055\u3044\u306f\uff1f<\/h3>\n<p>DWH\u306f\u3001\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u5834\u6240\u306e\u3053\u3068\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u5f8c\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u52a0\u5de5\u3057\u3001\u6700\u5f8c\u306b\u3072\u3068\u3064\u306eDWH\u3078\u683c\u7d0d\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3064\u307e\u308a\u3001DWH\u306fETL\u30c4\u30fc\u30eb\u304c\u51e6\u7406\u5f8c\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u3082\u306e\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3068RPA\u3068\u306e\u9055\u3044\u306f\uff1f<\/h3>\n<p>RPA\u306f\u3001\u30ed\u30dc\u30c6\u30a3\u30c3\u30af\u30d7\u30ed\u30bb\u30b9\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3(Robotic Process Automation)\u306e\u7565\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>RPA\u304c\u5358\u306a\u308b\u81ea\u52d5\u5316\u3068\u7570\u306a\u308b\u306e\u306f\u3001\u4eba\u9593\u304c\u5bfe\u5fdc\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3088\u3046\u306a\u4f5c\u696d\u3082\u81ea\u52d5\u5316\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001RPA\u306b\u306fAI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u6a5f\u80fd\u304c\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span 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