{"id":15171,"date":"2025-01-08T13:10:34","date_gmt":"2025-01-08T04:10:34","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=15171"},"modified":"2025-01-08T15:59:44","modified_gmt":"2025-01-08T06:59:44","slug":"recommended-etl","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/recommended-etl\/","title":{"rendered":"ETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u308115\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"<p>\u305f\u304f\u3055\u3093\u306eETL\u30c4\u30fc\u30eb\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3069\u308c\u3082\u540c\u3058\u3068\u3044\u3046\u8a33\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6a5f\u80fd\u3084\u8cbb\u7528\u3001\u3067\u304d\u308b\u3053\u3068\u3001\u3067\u304d\u306a\u3044\u3053\u3068\u306a\u3069\u591a\u304f\u306e\u9055\u3044\u304c\u3042\u308b\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u3057\u3063\u304b\u308a\u3068\u898b\u6975\u3081\u305f\u4e0a\u3067\u9078\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001\u3053\u308c\u304b\u3089ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9\u306b\u5411\u3051\u3066\u3001\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u4f75\u305b\u3066\u305d\u308c\u305e\u308c\u306e\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3084\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u3082\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>\u307e\u305a\u306f\u62bc\u3048\u3066\u304a\u304d\u305f\u3044\u300cETL\u30c4\u30fc\u30eb\u300d\u306e\u57fa\u790e\u77e5\u8b58<\/h2>\n<p>\u307e\u305a\u306fETL\u30c4\u30fc\u30eb\u306e\u57fa\u790e\u77e5\u8b58\u304b\u3089\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306e\u7279\u5fb4\u3084\u6a5f\u80fd\u3001\u8cbb\u7528\u76f8\u5834\u306a\u3069\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h3>\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<p>ETL\u30c4\u30fc\u30eb\u306e\u50cd\u304d\u306b\u3064\u3044\u3066\u8868\u3057\u3066\u3044\u308b\u306e\u304c\u3001\u4e0a\u306e\u753b\u50cf\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306f\u3001\u5de6\u5074\u306b\u3042\u308b\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092ETL\u30c4\u30fc\u30eb\u304c\u6574\u3048\u3066\u3001\u53f3\u5074\u306b\u3042\u308bDWH\u306a\u3069\u3078\u9023\u643a\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u624b\u52d5\u3067\u3082\u3053\u306e\u3088\u3046\u306a\u4f5c\u696d\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u4f01\u696d\u304c\u53d6\u308a\u6271\u3046\u30c7\u30fc\u30bf\u306f\u91cf\u304c\u591a\u3044\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u52b9\u7387\u7684\u306b\u3053\u306e\u5de5\u7a0b\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-question\">\u3000\u3010\u53c2\u8003\u3011ETL\u3068EAI\u306e\u9055\u3044<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>EAI\u3068\u306f\u3001Enterprise Application Integration\uff08\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\uff09\u306e\u7565\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3092\u884c\u3046\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>\u4f8b\u3048\u3070\u4f01\u696d\u304c\u6301\u3064\u9867\u5ba2\u60c5\u5831\u3092\u3001CRM\u3084\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3001\u8ca9\u58f2\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u9023\u643a\u3059\u308b\u306e\u304cEAI\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u3042\u304f\u307e\u3067\u300c\u9023\u643a\u300d\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u5bfe\u3057ETL\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066DWH\u306a\u3069\u3078\u683c\u7d0d\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-question\">\u3000\u3010\u53c2\u8003\u3011ETL\u3068BI\u306e\u9055\u3044<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>BI\u306f\u300cBusiness Intelligence\u300d\u306e\u7565\u3067\u3001\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u3084\u30c4\u30fc\u30eb\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>BI\u30c4\u30fc\u30eb\u306f\u3001ETL\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u6574\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u8868\u793a\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001ETL\u306f\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3001BI\u306f\u305d\u306e\u6574\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306e\u624b\u6cd5\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a3\u3064\u306e\u6a5f\u80fd\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000Extract<\/h4>\n<p>Extract\u306f\u62bd\u51fa\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089ETL\u30c4\u30fc\u30eb\u304c\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u4f5c\u696d\u3067\u3059\u3002\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000Transform<\/h4>\n<p>Transform\u306f\u52a0\u5de5\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3059\u308b\u4f5c\u696d\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u3088\u3063\u3066\u540c\u3058\u30c7\u30fc\u30bf\u3067\u3082\u8868\u8a18\u304c\u7570\u306a\u308b\u3082\u306e\u304c\u3042\u308b\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u304c\u540c\u3058\u8868\u8a18\u306b\u7d71\u4e00\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000Load<\/h4>\n<p>Load\u306f\u66f8\u304d\u51fa\u3057\u306e\u610f\u5473\u3067\u3001Transform\u306b\u3088\u3063\u3066\u52a0\u5de5\u304c\u7d42\u308f\u3063\u305f\u30c7\u30fc\u30bf\u3092DWH\u306a\u3069\u3078\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u3092\u3001\u4e00\u7b87\u6240\u306b\u7d71\u5408\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u5229\u7528\u306e\u305f\u3081\u306e\u6708\u984d\u5236\u3068\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u304f\u3001\u8cbb\u7528\u306f\u30c4\u30fc\u30eb\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u5b89\u3044\u3082\u306e\u3067\u6708\u984d\u6570\u4e07\u5186\u304b\u3089\u3001\u9ad8\u3044\u30c4\u30fc\u30eb\u3060\u3068\u6570\u5341\u4e07\u5186\u3068\u3044\u3046\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u304c\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u30b7\u30fc\u30f3<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306f\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u3044\u308b\u4f01\u696d\u3067\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059<\/strong><\/span>\u3002\u4f01\u696d\u304c\u6301\u3063\u3066\u3044\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308c\u3070\u3001\u9867\u5ba2\u306e\u50be\u5411\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306e\u30d2\u30f3\u30c8\u3068\u306a\u308b\u305f\u3081\u3001\u8cc7\u7523\u3068\u8a00\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3057\u304b\u3057\u3053\u306e\u8cc7\u7523\u3092\u5341\u5206\u6d3b\u7528\u3067\u304d\u306a\u3051\u308c\u3070\u3001\u5b9d\u306e\u6301\u3061\u8150\u308c\u3068\u306a\u308a\u307e\u3059\u3002\u305d\u3053\u3067ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3001\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u5206\u6790\u3057\u3084\u3059\u304f\u3059\u308b\u306e\u3067\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aETL\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<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15262 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Clean-Work-Place-Blog-Banner-37-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4eca\u5f8cETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u53c2\u8003\u3068\u3057\u3066\u3054\u89a7\u4e0b\u3055\u3044\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>\u52b9\u7387\u3088\u304f\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3089\u308c\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3084\u3059\u304f\u52a0\u5de5\u3067\u304d\u308b<\/li>\n<li>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u77ed\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>\u30e1\u30ea\u30c3\u30c81\uff1a\u52b9\u7387\u3088\u304f\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3089\u308c\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u52b9\u7387\u3088\u304f\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u306b\u3088\u3063\u3066\u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u306e\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8981\u3059\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u30b7\u30fc\u30f3\u3067ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3001\u540c\u6642\u306b\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u52b9\u7387\u7684\u306b\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30c7\u30fc\u30bf\u53ce\u96c6\u3068\u3044\u3046\u975e\u751f\u7523\u7684\u306a\u696d\u52d9\u304b\u3089\u89e3\u653e\u3055\u308c\u3001\u5206\u6790\u3084\u6226\u7565\u3092\u8003\u3048\u308b\u306a\u3069\u306e\u751f\u7523\u7684\u306a\u4f5c\u696d\u306b\u6642\u9593\u3092\u8cbb\u3084\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u30e1\u30ea\u30c3\u30c82\uff1a\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3084\u3059\u304f\u52a0\u5de5\u3067\u304d\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u3092\u3001\u5229\u7528\u3057\u3084\u3059\u304f\u52a0\u5de5\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306f\u5358\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3060\u3051\u306e\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u3001<span class=\"marker-thickYellow\"><strong>\u540c\u3058\u610f\u5473\u3092\u6210\u3059\u30c7\u30fc\u30bf\u3067\u3042\u308a\u306a\u304c\u3089\u3001\u8868\u73fe\u304c\u7570\u306a\u308b\u30c7\u30fc\u30bf\u3092\u540c\u3058\u8868\u73fe\u306b\u52a0\u5de5\u3057\u3066\u7d71\u4e00\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u7d71\u5408\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u6d3b\u7528\u3057\u3084\u3059\u304f\u306a\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u5206\u6790\u52b9\u7387\u3082\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30e1\u30ea\u30c3\u30c83\uff1a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u77ed\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u77ed\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u4f01\u696d\u304c\u6301\u3063\u3066\u3044\u308b\u9867\u5ba2\u30c7\u30fc\u30bf\u3084\u8ca9\u58f2\u30c7\u30fc\u30bf\u306a\u3069\u306f\u975e\u5e38\u306b\u91cf\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u304c\u3001ETL\u30c4\u30fc\u30eb\u306f\u305d\u3046\u3057\u305f\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u51e6\u7406\u3059\u308b\u80fd\u529b\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u624b\u52d5\u3067\u306f\u4f55\u6642\u9593\u3082\u304b\u304b\u308b\u3088\u3046\u306a\u4f5c\u696d\u3067\u3082\u3001ETL\u30c4\u30fc\u30eb\u306f\u6570\u5206\u3067\u5b8c\u4e86\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15263 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Clean-Work-Place-Blog-Banner-38-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b3\u3064\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u30e1\u30ea\u30c3\u30c8\u3060\u3051\u3067\u306f\u306a\u304f\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u3057\u3063\u304b\u308a\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u305d\u306e\u5bfe\u5fdc\u7b56\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\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\u30c7\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b<\/li>\n<li>\u6700\u4f4e\u9650\u306e\u77e5\u8b58\u304c\u5fc5\u8981<\/li>\n<li>\u4f7f\u3044\u65b9\u3092\u5b66\u7fd2\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>\u30c7\u30e1\u30ea\u30c3\u30c81\uff1a\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u3001\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u8cbb\u7528\u76f8\u5834\u306e\u89e3\u8aac\u3067\u3082\u304a\u4f1d\u3048\u3057\u307e\u3057\u305f\u304c\u3001\u6700\u4f4e\u3067\u3082\u6708\u6570\u4e07\u5186\u4ee5\u4e0a\u306f\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span>\u30c4\u30fc\u30eb\u306e\u305f\u3081\u306e\u4e88\u7b97\u3092\u78ba\u4fdd\u3067\u304d\u306a\u3044\u30b7\u30fc\u30f3\u3067\u306f\u3001\u5c0e\u5165\u306f\u96e3\u3057\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<div class=\"ep-box es-BpaperRight es-grid bgc-VPsky\">\n<h4 id=\"outline_1__2_1_1\" class=\"icon-point-right\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u5bfe\u5fdc\u7b56<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306b\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002OSS\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff09\u306eETL\u30c4\u30fc\u30eb\u3092\u9078\u3079\u3070\u3001\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u767a\u751f\u305b\u305a\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3082\u3057ETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u8ca0\u62c5\u304c\u53b3\u3057\u3044\u3068\u3044\u3046\u5834\u5408\u306f\u3001\u7121\u6599\u3067\u4f7f\u3048\u308bETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3082\u691c\u8a0e\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<\/div>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aOSS\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\/oss-etl\/\" target=\"_self\">OSS\u306eETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30816\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4f01\u696d\u306b\u304a\u3044\u3066\u696d\u52d9\u306e\u52b9\u7387\u5316\u3084\u6210\u679c\u306e\u6700\u5927\u5316\u3092\u76ee\u6307\u3059\u969b\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u7528\u3044\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u4e2d\u3067\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u306e\u304c\u300cETL\u30c4\u30fc\u30eb\u300d\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u306f\u3001\u305d\u306e\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\r\n\r\n\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001OSS\u306eE[\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\/oss-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"159\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/AdobeStock_437632184-375x159.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"OSS\u306eETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30816\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>\u30c7\u30e1\u30ea\u30c3\u30c82\uff1a\u6700\u4f4e\u9650\u306e\u77e5\u8b58\u304c\u5fc5\u8981<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6700\u4f4e\u9650\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30d1\u30bd\u30b3\u30f3\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3084IT\u30ea\u30c6\u30e9\u30b7\u30fc\u304c\u3042\u307e\u308a\u306b\u3082\u4f4e\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3084\u5229\u7528\u306f\u96e3\u3057\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box es-BpaperRight es-grid bgc-VPsky\">\n<h4 id=\"outline_1__2_1_1\" class=\"icon-point-right\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u5bfe\u5fdc\u7b56<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u306a\u304f\u3001\u5c0e\u5165\u3057\u3066\u3082\u4f7f\u3044\u3053\u306a\u305b\u308b\u81ea\u4fe1\u304c\u306a\u3044\u3068\u3044\u3046\u65b9\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u304c\u5145\u5b9f\u3057\u3066\u3044\u308bETL\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<span class=\"marker-thickYellow\"><strong>\u5c0e\u5165\u306e\u691c\u8a0e\u6bb5\u968e\u304b\u3089\u3001\u5c0e\u5165\u5f8c\u306e\u4f7f\u3044\u65b9\u3001\u6d3b\u7528\u65b9\u6cd5\u306b\u81f3\u308b\u307e\u3067\u4e01\u5be7\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308bETL\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u308f\u304b\u3089\u306a\u3044\u3053\u3068\u306f\u3059\u3079\u3066\u6559\u3048\u3066\u3082\u3089\u3048\u308b\u306e\u3067\u3001\u8ab0\u3067\u3082ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u30c7\u30e1\u30ea\u30c3\u30c83\uff1a\u4f7f\u3044\u65b9\u3092\u5b66\u7fd2\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u4f7f\u3044\u65b9\u3092\u5b66\u7fd2\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u306b\u306f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u591a\u304f\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u3046\u306f\u8a00\u3063\u3066\u3082<span class=\"marker-thickYellow\"><strong>\u306f\u3058\u3081\u306f\u3042\u308b\u7a0b\u5ea6\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u5b66\u7fd2\u3092\u3057\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box es-BpaperRight es-grid bgc-VPsky\">\n<h4 id=\"outline_1__2_1_1\" class=\"icon-point-right\">\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u5bfe\u5fdc\u7b56<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u3001\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u3042\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/strong><\/span>\u7279\u306b\u56fd\u7523\u306eETL\u30c4\u30fc\u30eb\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u56fd\u7523ETL\u30c4\u30fc\u30eb\u3067\u3042\u308c\u3070\u3001\u65e5\u672c\u8a9e\u306e\u4e01\u5be7\u306a\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u3042\u308b\u306e\u3067\u3001\u77ed\u671f\u9593\u3067\u4f7f\u3044\u65b9\u3092\u30de\u30b9\u30bf\u30fc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c7\u30e1\u30ea\u30c3\u30c82\u306e\u5bfe\u5fdc\u7b56\u3068\u5171\u901a\u3059\u308b\u90e8\u5206\u3067\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30b5\u30dd\u30fc\u30c8\u304c\u5145\u5b9f\u3057\u305f\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15264 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Clean-Work-Place-Blog-Banner-39-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u306f\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01\" width=\"1024\" height=\"576\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3084\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u898b\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u308c\u3089\u306e\u60c5\u5831\u3092\u7dcf\u5408\u3057\u3066\u3001\u3069\u3093\u306a\u65b9\u306bETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u5411\u3044\u3066\u3044\u308b\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>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u5341\u5206\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u91cf\u304c\u591a\u304f\u3066\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u306a\u3044<\/li>\n<li>\u5916\u90e8\u30c4\u30fc\u30eb\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3044\u305f\u3044<\/li>\n<\/ol>\n<\/div>\n<h3>1.\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u5341\u5206\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044<\/h3>\n<p>\u793e\u5185\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u5341\u5206\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u5834\u5408\u306b\u3001ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u306f\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u7406\u7531\u306e\u591a\u304f\u306f\u3001\u30c7\u30fc\u30bf\u304c\u6d3b\u7528\u3067\u304d\u308b\u5f62\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u539f\u56e0\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u90e8\u7f72\u3054\u3068\u3084\u62e0\u70b9\u3054\u3068\u306a\u3069\u3001\u7570\u306a\u308b\u5834\u6240\u3067\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u8907\u6570\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3084\u3059\u304f\u7d71\u5408\u3059\u308b\u306b\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>2.\u30c7\u30fc\u30bf\u306e\u91cf\u304c\u591a\u304f\u3066\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u306a\u3044<\/h3>\n<p>\u81ea\u793e\u304c\u6301\u3064\u30c7\u30fc\u30bf\u306e\u91cf\u304c\u591a\u304f\u3066\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u30b7\u30fc\u30f3\u3067\u3082\u3001ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u73fe\u4ee3\u793e\u4f1a\u306b\u304a\u3044\u3066\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u696d\u7a2e\u3067\u3042\u3063\u3066\u3082\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u62b1\u3048\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u304c\u591a\u304f\u306a\u308a\u3059\u304e\u305f\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u624b\u52d5\u3067\u306f\u51e6\u7406\u3057\u304d\u308c\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u73fe\u5b9f\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u5834\u5408\u3001<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308c\u3070\u624b\u52d5\u3068\u306f\u6bd4\u3079\u7269\u306b\u306a\u3089\u306a\u3044\u307b\u3069\u77ed\u6642\u9593\u3067\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>3.\u5916\u90e8\u30c4\u30fc\u30eb\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3044\u305f\u3044<\/h3>\n<p>\u81ea\u793e\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u306b\u3088\u308b\u5206\u6790\u3092\u884c\u3044\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001ETL\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u307e\u3057\u3087\u3046\u3002\u4e00\u822c\u7684\u306b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306b\u306f\u3001BI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057BI\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3092\u5341\u5206\u6d3b\u304b\u3059\u305f\u3081\u306b\u306f\u3001\u6574\u3048\u3089\u308c\u305f\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5834\u6240\u306b\u6563\u3089\u3070\u308b\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53ce\u96c6\u3057\u3001BI\u30c4\u30fc\u30eb\u304c\u6271\u3044\u3084\u3059\u3044\u3088\u3046\u306b\u52a0\u5de5\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30765\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15265 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Clean-Work-Place-Blog-Banner-40-1024x576.png\" alt=\"\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30765\u3064\u306e\u30dd\u30a4\u30f3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>\u3053\u306e\u3042\u3068\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u524d\u306b\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u30025\u3064\u306e\u30dd\u30a4\u30f3\u30c8\u306b\u5206\u3051\u3066\u7d39\u4ecb\u3057\u307e\u3059\u306e\u3067\u3001\u4eca\u5f8c\u306e\u30c4\u30fc\u30eb\u9078\u5b9a\u306e\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\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>\u9069\u5207\u306a\u30b3\u30b9\u30c8\u306e\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u306eIT\u30ea\u30c6\u30e9\u30b7\u30fc\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u81ea\u793e\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u5341\u5206\u306a\u51e6\u7406\u80fd\u529b\u306e\u3042\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<\/ol>\n<\/div>\n<h3>POINT1\uff1a\u9069\u5207\u306a\u30b3\u30b9\u30c8\u306e\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u3001\u307e\u305a\u78ba\u8a8d\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u306f\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u3067\u3059\u3002\u30c4\u30fc\u30eb\u3054\u3068\u306b\u8cbb\u7528\u306f\u9055\u3044\u307e\u3059\u306e\u3067\u3001\u81ea\u793e\u306e\u4e88\u7b97\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u30b3\u30b9\u30c8\u306e\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306f\u975e\u5e38\u306b\u512a\u79c0\u306a\u30c4\u30fc\u30eb\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u3053\u3078\u30b3\u30b9\u30c8\u3092\u304b\u3051\u3059\u304e\u3066\u3057\u307e\u3063\u3066\u3082\u826f\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834\u3092\u7406\u89e3\u3057\u3001\u81ea\u793e\u306e\u4e88\u7b97\u5185\u306b\u53ce\u307e\u308b\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT2\uff1a\u30e6\u30fc\u30b6\u30fc\u306eIT\u30ea\u30c6\u30e9\u30b7\u30fc\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>\u81ea\u793e\u3067\u5b9f\u969b\u306bETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u30e6\u30fc\u30b6\u30fc\u306eIT\u30ea\u30c6\u30e9\u30b7\u30fc\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306b\u306f\u3001\u8ab0\u3067\u3082\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u3001\u3084\u3084\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u3068\u6271\u3044\u304c\u96e3\u3057\u3044\u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u3060\u3051\u304c\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u306a\u3089\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u4f8b\u3048\u3070\u30de\u30fc\u30b1\u30bf\u30fc\u3084\u305d\u306e\u4ed6\u4e00\u822c\u793e\u54e1\u304c\u5229\u7528\u3059\u308b\u3068\u306a\u308c\u3070\u3001\u306a\u308b\u3079\u304f\u5c02\u9580\u7684\u77e5\u8b58\u304c\u4e0d\u8981\u3067\u6271\u3048\u308b\u30c4\u30fc\u30eb\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u305b\u3063\u304b\u304fETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3082\u3001\u4f7f\u3044\u65b9\u304c\u96e3\u3057\u304f\u3066\u7a4d\u6975\u7684\u306b\u5229\u7528\u3057\u3066\u3082\u3089\u3048\u306a\u3051\u308c\u3070\u3001\u30c4\u30fc\u30eb\u306e\u30b3\u30b9\u30c8\u304c\u7121\u99c4\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT3\uff1a\u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u305d\u308c\u305e\u308c\u4f7f\u3048\u308b\u6a5f\u80fd\u304c\u7570\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3088\u3063\u3066\u3001\u307e\u305a\u306f\u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306e\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u306f\u3069\u306e\u30c4\u30fc\u30eb\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u306e\u307b\u304b\u7279\u5fb4\u7684\u306a\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3082\u591a\u6570\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305a\u306fETL\u30c4\u30fc\u30eb\u3067\u3069\u3093\u306a\u3053\u3068\u3092\u3057\u305f\u3044\u306e\u304b\u3001\u3069\u3093\u306a\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u305f\u3044\u306e\u304b\u3092\u660e\u78ba\u306b\u3057\u3066\u3001\u305d\u308c\u3089\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>POINT4\uff1a\u81ea\u793e\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u9023\u643a\u306b\u3064\u3044\u3066\u306e\u78ba\u8a8d\u304c\u3068\u3066\u3082\u91cd\u8981\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306f\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u3001\u52a0\u5de5\u30fb\u9023\u643a\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u305d\u3082\u305d\u3082\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3067\u304d\u306a\u3051\u308c\u3070\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<p>\u4f01\u696d\u306b\u3088\u3063\u3066\u4f7f\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u7a2e\u985e\u3084\u6570\u306f\u7570\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u81ea\u793e\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u304b\u3069\u3046\u304b\u306f\u3001\u5fc5\u305a\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>POINT5\uff1a\u5341\u5206\u306a\u51e6\u7406\u80fd\u529b\u306e\u3042\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u51e6\u7406\u80fd\u529b\u306b\u3064\u3044\u3066\u3082\u3001\u5c0e\u5165\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u77ed\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u308b\u306e\u304cETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3069\u3053\u307e\u3067\u306e\u30c7\u30fc\u30bf\u3092\u3069\u308c\u304f\u3089\u3044\u306e\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u308b\u304b\u306f\u3001\u30c4\u30fc\u30eb\u305d\u308c\u305e\u308c\u306e\u80fd\u529b\u6b21\u7b2c\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3059\u304e\u3066\u3001\u51e6\u7406\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3068\u3044\u3063\u305f\u30b1\u30fc\u30b9\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u306e\u3067\u3001\u3042\u3089\u304b\u3058\u3081\u3069\u308c\u304f\u3089\u3044\u306e\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\u3001\u305d\u3057\u3066\u5341\u5206\u5bfe\u5fdc\u3067\u304d\u308b\u51e6\u7406\u80fd\u529b\u304c\u3042\u308b\u306e\u304b\u3001\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<h2>\u3010\u4e3b\u8981\u88fd\u54c1\u3092\u53b3\u9078\u3011ETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u308113\u9078<\/h2>\n<p>\u3053\u3061\u3089\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u8981\u88fd\u54c1\u3092\u53b3\u9078\u3057\u3066\u3001\u304a\u3059\u3059\u3081\u306e\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u5c0e\u5165\u524d\u306e\u65b9\u306f\u3001\u4ee5\u4e0b\u3092\u53c2\u8003\u306bETL\u30c4\u30fc\u30eb\u9078\u3073\u3092\u9032\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb\u6bd4\u8f03\u307e\u3068\u3081\u8868\u3011<\/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<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">ASTERIA Warp<\/td>\n<td style=\"width: 25%;\">\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9023\u643a\u3092\u81ea\u52d5\u5316<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30a8\u30f3\u30b8\u30cb\u30a2\u4e0d\u8981\u3067\u6271\u3048\u308bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">ASTERIA Warp Core<\/td>\n<td style=\"width: 25%;\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30fb\u30af\u30e9\u30a6\u30c9\u306e\u3069\u3061\u3089\u3067\u3082\u5229\u7528\u3067\u304d\u308b<\/td>\n<td style=\"width: 25%;\">ASTERIA Warp Core\uff1a30,000\u5186\uff5e\/\u6708<\/p>\n<p>ASTERIA Warp Core +\uff1a60,000\u5186\uff5e\/\u6708<\/td>\n<td style=\"width: 25%;\">\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064\u7c21\u5358\u306b\u4f7f\u3048\u308bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">trocco<\/td>\n<td style=\"width: 25%;\">\u6a5f\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u305f\u3081\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u6574\u7406\u306b\u6d3b\u7528\u3067\u304d\u308b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd<\/td>\n<td style=\"width: 25%;\">\u30d5\u30ea\u30fc\u30d7\u30e9\u30f3\uff1a\u7121\u6599<\/p>\n<p>\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3\uff1a10\u4e07\u5186\/\u6708<\/p>\n<p>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3\uff1a30\u4e07\u5186\/\u6708<\/p>\n<p>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3\uff1a\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3092\u5c0e\u5165\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Reckoner<\/td>\n<td style=\"width: 25%;\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u3063\u305f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u7d71\u5408<\/p>\n<p>100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u9023\u643a\u304c\u53ef\u80fd<\/td>\n<td style=\"width: 25%;\">\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3\uff1a100,000\u5186\uff5e\/\u6708<\/p>\n<p>Enterprise\u30d7\u30e9\u30f3\uff1a\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u5e83\u544a\u904b\u7528\u3084CRM\u306a\u3069\u591a\u304f\u306e\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">IBM InfoSphere DataStage<\/td>\n<td style=\"width: 25%;\">\u9ad8\u6027\u80fd\u306a\u30a8\u30f3\u30b8\u30f3\u3068AI\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790\u306e\u3067\u304d\u308b\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u5c0e\u5165\u5b9f\u7e3e\u304c\u8c4a\u5bcc\u306a\u9ad8\u6027\u80fd\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Informatica PowerCenter<\/td>\n<td style=\"width: 25%;\">\u30ac\u30fc\u30c8\u30ca\u30fc\u793e\u304c\u300c\u30ea\u30fc\u30c0\u30fc\u300d\u3068\u3057\u3066\u4f4d\u7f6e\u4ed8\u3051\u305f\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u793e\u5185\u306e\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u5168\u793e\u3067\u6d3b\u7528\u3067\u304d\u308b\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%;\">\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u306b\u3088\u308b\u9ad8\u901f\u51e6\u7406<\/td>\n<td style=\"width: 25%;\">180\u4e07\u5186\uff5e\/\u5e74<\/td>\n<td style=\"width: 25%;\">ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u3042\u307e\u308a\u8a73\u3057\u304f\u306a\u3044\u65b9\u3001\u521d\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">DataSpider Cloud<\/td>\n<td style=\"width: 25%;\">\u8c4a\u5bcc\u306a\u9023\u643a\u5148\u3068\u30ce\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u5b9f\u73fe\u3067\u304d\u308b\u9023\u643a\u51e6\u7406\u306e\u4f5c\u6210<\/p>\n<p>\u65e5\u672c\u8a9e\u306e\u5909\u63db\u3084\u30c7\u30fc\u30bf\u52a0\u5de5\u3092\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">Salesforce\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Precisely Connect\uff08\u65e7 Syncsort DMExpress\uff09<\/td>\n<td style=\"width: 25%;\">\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<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">ETL\u30c4\u30fc\u30eb\u306b\u9ad8\u3044\u51e6\u7406\u6027\u80fd\u3092\u6c42\u3081\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Qanat2.0<\/td>\n<td style=\"width: 25%;\">\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306b\u3088\u308b\u7c21\u5358\u306a\u64cd\u4f5c<\/p>\n<p>\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u5b9f\u884c\u3092\u81ea\u52d5\u5316<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092DWH\u3078\u9023\u643a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u6a5f\u80fd\u3082\u6d3b\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Pentaho<\/td>\n<td style=\"width: 25%;\">100\u7a2e\u985e\u4ee5\u4e0a\u306e\u9023\u643a\u5148\u3068\u306e\u63a5\u7d9a\u3084OLAP\u5206\u6790\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3060\u3051\u3067\u306a\u304f\u3001\u52a0\u5de5\u5f8c\u306e\u30c7\u30fc\u30bf\u5206\u6790\u307e\u3067\u5b9f\u65bd\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">DataStage<\/td>\n<td style=\"width: 25%;\">\u7c21\u5358\u3067\u308f\u304b\u308a\u3084\u3059\u3044GUI<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">\u958b\u767a\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064\u9ad8\u3044\u51e6\u7406\u6027\u80fd\u3092\u6301\u3064ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Tableau Prep<\/td>\n<td style=\"width: 25%;\">ETL\u30c4\u30fc\u30eb\u3068\u540c\u3058\u50cd\u304d\u304c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 25%;\">102,000\u5186\/\u5e74<\/td>\n<td style=\"width: 25%;\">Tableau\u88fd\u54c1\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Stitch<\/td>\n<td style=\"width: 25%;\">140\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc<\/td>\n<td style=\"width: 25%;\">Standard 100\u30c9\u30eb\u301c<br \/>\nAdvanced 1,250\u30c9\u30eb\/\u6708<br \/>\nPremium 2,500\u30c9\u30eb\/\u6708<\/td>\n<td style=\"width: 25%;\">ETL\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%;\">AWS Glue<\/td>\n<td style=\"width: 25%;\">100\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc<\/p>\n<p>SaaS\u30c4\u30fc\u30eb\u3084\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u30fb\u52a0\u5de5\u30fb\u4fdd\u5b58\u3067\u304d\u308b<\/td>\n<td style=\"width: 25%;\">PU\u6642\u9593\u3042\u305f\u308a0.44USD<\/td>\n<td style=\"width: 25%;\">\u8907\u6570\u306e\u62e0\u70b9\u304c\u3042\u308b\u4f01\u696d\u3084\u3001ETL\u30c4\u30fc\u30eb\u306e\u904b\u7528\u306b\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u3051\u306a\u3044\u4f01\u696d<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Azure Data Factory<\/td>\n<td style=\"width: 25%;\">\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%;\">\u5f93\u91cf\u8ab2\u91d1\u5236<\/td>\n<td style=\"width: 25%;\">\u521d\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306b\u306f\u3001\u5404\u30c4\u30fc\u30eb\u306e\u7279\u5fb4\u3084\u8cbb\u7528\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u9078\u5b9a\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u307e\u305f\u3001\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u5f97\u610f\u3068\u3059\u308b\u4f5c\u696d\u5de5\u7a0b\u3084\u3001\u6027\u80fd\u306b\u3082\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3042\u3068\u305d\u308c\u305e\u308c\u306e\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u306e\u3067\u3001\u81ea\u793e\u306e\u8ab2\u984c\u89e3\u6c7a\u306b\u3064\u306a\u304c\u308b\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u3061\u3089\u306b\u95a2\u3057\u3066\u306f\u3001\u76f4\u63a5\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u4f1a\u793e\u3078\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>1.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\uff1a<a href=\"https:\/\/www.asteria.com\/jp\/warp\/\" target=\"_blank\" rel=\"noopener noreferrer\">ASTERIA Warp<\/a><\/span><\/p>\n<p>ASTERIA Warp\u306f\u3001\u30a2\u30b9\u30c6\u30ea\u30a2\u682a\u5f0f\u4f1a\u793e\u306eETL\u30c4\u30fc\u30eb\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>ASTERIA Warp\u306f\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u64cd\u4f5c\u306b\u3088\u3063\u3066\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30b3\u30fc\u30c9\u304c\u4e0d\u8981\u306a\u306e\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9023\u643a\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u3088\u304f\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u884c\u3048\u307e\u3059\u3002\u307e\u305f\u300130\u65e5\u9593\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>ASTERIA Warp\u306b\u306f\u30014\u3064\u306e\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\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\u4e0d\u8981\u3067\u6271\u3048\u308bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u57fa\u672c\u64cd\u4f5c\u304c\u7c21\u5358\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30b7\u30fc\u30f3\u3067\u3082\u304a\u3059\u3059\u3081\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\uff1aETL\u30c4\u30fc\u30eb\u300cASTERIA Warp\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\/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>2.ASTERIA Warp Core<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15172\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/ASTERIA-Warp-Core-1024x516.png\" alt=\"ASTERIA Warp Core\" width=\"1024\" height=\"516\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.asteria.com\/jp\/warp_core\/\" target=\"_blank\" rel=\"noopener noreferrer\">ASTERIA Warp Core<\/a><\/span><\/p>\n<p>ASTERIA Warp Core\u306f\u3001ASTERIA Warp\u3068\u540c\u3058\u30a2\u30b9\u30c6\u30ea\u30a2\u682a\u5f0f\u4f1a\u793e\u306eETL\u30c4\u30fc\u30eb\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>ASTERIA Warp Core\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30fb\u30af\u30e9\u30a6\u30c9\u306e\u3069\u3061\u3089\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3084RPA\u3001Excel\u3084\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u30c7\u30fc\u30bf\u5165\u51fa\u529b\u3092\u81ea\u52d5\u5316\u306b\u3088\u3063\u3066\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u521d\u671f\u8cbb\u7528\u306a\u3057\u3001\u6708\u984d30,000\u5186\u304b\u3089\u3068\u3044\u3046\u30ea\u30fc\u30ba\u30ca\u30d6\u30eb\u306a\u6599\u91d1\u8a2d\u5b9a\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>ASTERIA Warp Core\u306f\u30012\u3064\u306e\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\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 Core<\/td>\n<td>30,000\u5186\uff5e\/\u6708<\/td>\n<\/tr>\n<tr>\n<td>ASTERIA Warp Core +<\/td>\n<td>60,000\u5186\uff5e\/\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>ASTERIA Warp Core\u306f\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064\u7c21\u5358\u306b\u4f7f\u3048\u308bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u30d5\u30a1\u30a4\u30eb\u9023\u643a\u3084\u30c7\u30fc\u30bf\u5909\u63db\u3001REST\u9023\u643a\u3001Excel\u7c21\u6613\u9023\u643a\u306a\u3089\u6708\u984d30,000\u5186\u306e\u30d7\u30e9\u30f3\u3067\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9023\u643a\u3084FTP\u5165\u51fa\u529b\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u4e0a\u4f4d\u30d7\u30e9\u30f3\u3068\u306a\u308b\u6708\u984d60,000\u5186\u306e\u30d7\u30e9\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.asteria.com\/jp\/warp_core\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.asteria.com\/jp\/warp_core\/<\/a><\/p>\n<h3>3.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<p>trocco\u306f\u682a\u5f0f\u4f1a\u793eprimeNumber\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><span class=\"marker-thickYellow\"><strong>trocco\u306f\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u304b\u3089\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u306e\u751f\u6210\u3001\u30b8\u30e7\u30d6\u7ba1\u7406\u306a\u3069\u3082\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u6a5f\u80fd\u3067\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u305f\u3081\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd\u3084\u3001\u30c7\u30fc\u30bf\u306e\u6574\u7406\u306b\u6d3b\u7528\u3067\u304d\u308b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u3001\u305d\u306e\u307b\u304b\u3055\u307e\u3056\u307e\u306a\u7f6e\u63db\u6a5f\u80fd\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>14\u65e5\u9593\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u5229\u7528\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>trocco\u306b\u306f4\u3064\u306e\u6599\u91d1\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\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>\u30d5\u30ea\u30fc\u30d7\u30e9\u30f3<\/td>\n<td>\u7121\u6599<\/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\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3092\u5c0e\u5165\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u4ee5\u5916\u306b\u3082\u3001trocco\u306b\u306f\u30c7\u30fc\u30bf\u30c1\u30a7\u30c3\u30af\u6a5f\u80fd\u3084Git\u30fbAPI\u9023\u643a\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3092\u67d4\u8edf\u306b\u6d3b\u7528\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u53ef\u80fd\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>4.Reckoner<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14912\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Reckoner-1024x494.png\" alt=\"Reckoner\" width=\"1024\" height=\"494\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/reckoner.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">Reckoner<\/a><\/span><\/p>\n<p>Reckoner\u306f\u3001\u682a\u5f0f\u4f1a\u793e\u30b9\u30ea\u30fc\u30b7\u30a7\u30a4\u30af\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><span class=\"marker-thickYellow\"><strong>Reckoner\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u3063\u305f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306f\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u304c\u3067\u304d\u308b\u4ed5\u69d8\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u8ab0\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3084\u66f4\u65b0\u306fAPI\u9023\u643a\u306b\u3088\u3063\u3066\u884c\u3046\u305f\u3081\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ea\u30bd\u30fc\u30b9\u3082\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Reckoner\u306b\u306f\u30012\u3064\u306e\u6599\u91d1\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\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>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3<\/td>\n<td>100,000\u5186\uff5e\/\u6708<\/td>\n<\/tr>\n<tr>\n<td>Enterprise\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>Reckoner\u306f\u3001\u5e83\u544a\u904b\u7528\u3084CRM\u306a\u3069\u591a\u304f\u306e\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u9023\u643a\u304c\u53ef\u80fd\u306a\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u9023\u643a\u3084\u8ee2\u9001\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30b5\u30dd\u30fc\u30c8\u3082\u5145\u5b9f\u3057\u3066\u3044\u308b\u306e\u3067\u3001ETLL\u30c4\u30fc\u30eb\u306e\u6271\u3044\u306b\u81ea\u4fe1\u304c\u306a\u3044\u3068\u3044\u3046\u65b9\u3067\u3082\u3001\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/reckoner.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/reckoner.io\/<\/a><\/p>\n<h3>5.IBM InfoSphere DataStage<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15173\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/IBM-InfoSphere-DataStage-1024x507.png\" alt=\"IBM InfoSphere DataStage\" width=\"1024\" height=\"507\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.ibm.com\/jp-ja\/products\/datastage\" target=\"_blank\" rel=\"noopener noreferrer\">IBM InfoSphere DataStage<\/a><\/span><\/p>\n<p>IBM InfoSphere DataStage\u306f\u3001\u65e5\u672c\u30a2\u30a4\u30fb\u30d3\u30fc\u30fb\u30a8\u30e0\u682a\u5f0f\u4f1a\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><span class=\"marker-thickYellow\"><strong>IBM InfoSphere DataStage\u306f\u3001\u9ad8\u6027\u80fd\u306a\u30a8\u30f3\u30b8\u30f3\u3068AI\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790\u306e\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u958b\u767a\u3084\u30c6\u30b9\u30c8\u3001\u30c7\u30d7\u30ed\u30a4\u3068\u3044\u3063\u305f\u6d41\u308c\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u308b\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001\u8ca0\u8377\u3092\u5206\u6563\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u304a\u3051\u308b\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>IBM InfoSphere DataStage\u306b\u306f4\u3064\u306e\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u8a73\u7d30\u306a\u6599\u91d1\u306b\u3064\u3044\u3066\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\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;\">\u6599\u91d1<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">IBM DataStage as a Service<\/td>\n<td style=\"width: 50%;\" rowspan=\"4\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">IBM DataStage Enterprise Plus<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">IBM DataStage Enterprise<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">IBM DataStage<\/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>IBM InfoSphere DataStage\u306f\u3001\u5c0e\u5165\u5b9f\u7e3e\u304c\u8c4a\u5bcc\u306a\u9ad8\u6027\u80fd\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u91d1\u878d\u6a5f\u95a2\u3084\u6559\u80b2\u6a5f\u95a2\u3001\u81ea\u6cbb\u4f53\u306a\u3069\u5e45\u5e83\u3044\u5206\u91ce\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u3042\u308a\u3001\u5145\u5b9f\u3057\u305f\u6a5f\u80fd\u3001\u305d\u3057\u3066\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092<\/strong><\/span>\u8a87\u308b\u30a8\u30f3\u30b8\u30f3\u3067\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.ibm.com\/jp-ja\/products\/datastage\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.ibm.com\/jp-ja\/products\/datastage<\/a><\/p>\n<h3>6.Informatica PowerCenter<\/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 PowerCenter<\/a><\/span><\/p>\n<p>Informatica PowerCenter\u306f\u3001\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30ab\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>Informatica PowerCenter\u306f\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u304b\u3089\u5927\u4f01\u696d\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u7a2e\u30fb\u90e8\u9580\u3067\u5229\u7528\u3067\u304d\u308b\u4ed5\u69d8\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u30ac\u30fc\u30c8\u30ca\u30fc\u793e\u304c\u767a\u8868\u3057\u305f2021\u5e74\u30c7\u30fc\u30bf\u7dcf\u5408\u30c4\u30fc\u30eb\u306e\u30de\u30b8\u30c3\u30af\u30fb\u30af\u30a2\u30c9\u30e9\u30f3\u30c8\u3067\u306f\u3001\u300c\u30ea\u30fc\u30c0\u30fc\u300d\u3068\u3057\u3066\u3082\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Informatica PowerCenter\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\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 PowerCenter\u306f\u3001\u793e\u5185\u306e\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u5168\u793e\u3067\u6d3b\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u696d\u754c\u3092\u554f\u308f\u305a\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u591a\u304f\u306e\u4f01\u696d\u306b\u5229\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3082\u9ad8\u3044\u8a55\u4fa1\u3092\u53d7\u3051\u3066\u3044\u308b\u306e\u3067\u3001\u696d\u754c\u30fb\u696d\u7a2e\u30fb\u90e8\u9580\u3092\u554f\u308f\u305a\u6d3b\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u3044\u3048\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>7.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<p>Waha! Transformer\u306f\u3001\u682a\u5f0f\u4f1a\u793e\u30e6\u30cb\u30ea\u30bf\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><span class=\"marker-thickYellow\"><strong>Waha! Transformer\u306f\u3001\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u306b\u3088\u308b\u9ad8\u901f\u51e6\u7406\u304c\u7279\u5fb4\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u64cd\u4f5c\u304c\u975e\u5e38\u306b\u7c21\u5358\u3067\u3042\u308b\u306e\u306f\u3082\u3061\u308d\u3093\u3067\u3059\u304c\u3001Excel\u51e6\u7406\u306e\u52b9\u7387\u5316\u3084RPA\u306b\u3088\u308b\u81ea\u52d5\u5316\u3001AI\u306e\u6d3b\u7528\u306a\u3069\u591a\u6a5f\u80fd\u3067\u3042\u308b\u70b9\u3082\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30c7\u30fc\u30bf\u51e6\u7406\u5f8c\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6027\u304c\u9ad8\u3044\u70b9\u3082\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u9ad8\u3044\u8a55\u4fa1\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Waha! Transformer\u306b\u306f\u30014\u3064\u306e\u6599\u91d1\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\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;\">\u4fa1\u683c<\/td>\n<\/tr>\n<tr>\n<td>Entry\u7248<\/td>\n<td rowspan=\"4\">180\u4e07\u5186\uff5e\/\u5e74<\/td>\n<\/tr>\n<tr>\n<td>Basic\u7248<\/td>\n<\/tr>\n<tr>\n<td>Advanced\u7248<\/td>\n<\/tr>\n<tr>\n<td>Enterprise\u7248<\/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>Waha! Transformer\u306f\u3001ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u3042\u307e\u308a\u8a73\u3057\u304f\u306a\u3044\u65b9\u3001\u521d\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Waha! Transformer\u306f\u7d14\u56fd\u7523\u306eETL\u30c4\u30fc\u30eb\u3067\u3042\u308a\u300120\u5e74\u4ee5\u4e0a\u306e\u904b\u7528\u5b9f\u7e3e\u3068\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u306e\u63d0\u4f9b\u3092\u5f37\u307f\u3068\u3057\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>8.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<p>DataSpider Cloud\u306f\u3001\u30c7\u30fc\u30bf\u9023\u643a\u306b\u7279\u5316\u3057\u305fSaaS\u7248\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>DataSpider Cloud\u306f\u3001\u8c4a\u5bcc\u306a\u9023\u643a\u5148\u3068\u30ce\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u5b9f\u73fe\u3067\u304d\u308b\u9023\u643a\u51e6\u7406\u306e\u4f5c\u6210\u304c\u7279\u5fb4\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002VPN\u3092\u4f7f\u308f\u305a\u306b\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u307e\u305f\u3001\u65e5\u672c\u88fdiPaaS\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u30ab\u30ca\u3084\u897f\u66a6\u30fb\u548c\u66a6\u306a\u3069\u65e5\u672c\u8a9e\u306e\u5909\u63db\u3084\u30c7\u30fc\u30bf\u52a0\u5de5\u3092\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u70b9\u3082\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>DataSpider Cloud\u306e\u8cbb\u7528\u306f\u3001\u300c\u672c\u756a\u7528\u300d\u300c\u958b\u767a\u7528\u300d\u300c\u8a55\u4fa1\u7248\u300d\u306a\u3069\u306b\u5206\u304b\u308c\u3066\u304a\u308a\u3001\u3055\u3089\u306b\u4f7f\u7528\u3059\u308b\u30a2\u30c0\u30d7\u30bf\u30fc\u306b\u3088\u3063\u3066\u3082\u6599\u91d1\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u8a73\u3057\u3044\u6599\u91d1\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>DataSpider Cloud\u306f\u3001Salesforce\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>DataSpider Cloud\u306f\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u304c\u3001\u4e2d\u3067\u3082Salesforce\u3068\u306e\u9023\u643a\u306b\u3064\u3044\u3066\u306f\u3001\u975e\u5e38\u306b\u591a\u304f\u306e\u5c0e\u5165\u5b9f\u7e3e\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3001\u76f8\u6027\u304c\u3088\u3044\u3068\u8a00\u3048\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>9.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<\/a><\/span><\/p>\n<p>Precisely Connect\uff08\u65e7 Syncsort DMExpress\uff09\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u901f\u5ea6\u306b\u5f37\u307f\u3092\u6301\u3064ETL\u30c4\u30fc\u30eb\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>Precisely Connect\uff08\u65e7 Syncsort DMExpress\uff09\u306b\u306f\u3001\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\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3044\u3064\u3067\u3082\u8d85\u9ad8\u901f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3067\u304d\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c4\u30fc\u30eb\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u6c17\u306b\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u4f5c\u696d\u306b\u5c02\u5ff5\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u30b9\u30c6\u30c3\u30d7\u304c\u308f\u304b\u308a\u3084\u3059\u304f\u3001\u4f7f\u3044\u65b9\u306e\u7fd2\u5f97\u671f\u9593\u3082\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Precisely Connect\uff08\u65e7 Syncsort DMExpress\uff09\u306e\u8cbb\u7528\u306f\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\uff08\u65e7 Syncsort DMExpress\uff09\u306f\u3001ETL\u30c4\u30fc\u30eb\u306b\u9ad8\u3044\u51e6\u7406\u6027\u80fd\u3092\u6c42\u3081\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u30b9\u30de\u30fc\u30c8ETL\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30b7\u30fc\u30f3\u3067\u3042\u3063\u3066\u3082\u3001\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u4e16\u754c\u6700\u901f\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u6a39\u7acb\u3057\u305f\u5b9f\u7e3e\u3082\u3042\u308a\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>10.Qanat2.0<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-15176\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Qanat2.0-1024x613.png\" alt=\"Qanat2.0\" width=\"1024\" height=\"613\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.jbat.co.jp\/products\/data\/qanat_20\/index.html\/\" target=\"_blank\" rel=\"noopener noreferrer\">Qanat2.0<\/a><\/span><\/p>\n<p>Qanat2.0\u306f\u3001\u30ce\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u9023\u643a\u3092\u884c\u3044\u3001\u696d\u52d9\u52b9\u7387\u30a2\u30c3\u30d7\u3092\u5b9f\u73fe\u3059\u308b\u30c4\u30fc\u30eb\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>Qanat2.0\u306f\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306b\u3088\u308b\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u4f01\u696d\u5185\u5916\u306e\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u6709\u52b9\u6d3b\u7528\u306b\u5bc4\u4e0e\u3057\u307e\u3059\u3002\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u6a5f\u80fd\u3092\u4f7f\u3048\u3070\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u5b9f\u884c\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u306e\u3067\u3001\u696d\u52d9\u52b9\u7387\u3082\u9ad8\u307e\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>Salesforce\u3001kintone\u3001Amazon\u306a\u3069\u8c4a\u5bcc\u306a\u30a2\u30c0\u30d7\u30bf\u30fc\u9023\u643a\u3082\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Qanat2.0\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\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>Qanat2.0\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092DWH\u3078\u9023\u643a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u6a5f\u80fd\u3082\u6d3b\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Qanat2.0\u306f\u6574\u5f62\u3057\u305f\u30c7\u30fc\u30bf\u3092Excel\u3001PDF\u3001\u30e1\u30fc\u30eb\u6dfb\u4ed8\u3068\u3044\u3063\u305f\u5f62\u3067\u51fa\u529b\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.jbat.co.jp\/products\/data\/qanat_20\/index.html\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.jbat.co.jp\/products\/data\/qanat_20\/index.html\/<\/a><\/p>\n<h3>11.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;\">\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<p>Pentaho\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Pentaho\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u304b\u3089\u52a0\u5de5\u307e\u3067\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u64cd\u4f5c\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u90e8\u54c1\u540c\u58eb\u3092\u3064\u306a\u3050\u3060\u3051\u3067\u51e6\u7406\u3092\u5b9a\u7fa9\u3067\u304d\u3066\u3001\u8996\u899a\u7684\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>100\u7a2e\u985e\u4ee5\u4e0a\u306e\u9023\u643a\u5148\u3068\u306e\u63a5\u7d9a\u3084OLAP\u5206\u6790\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Pentaho\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\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\u3001ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3060\u3051\u3067\u306a\u304f\u3001\u52a0\u5de5\u5f8c\u306e\u30c7\u30fc\u30bf\u5206\u6790\u307e\u3067\u5b9f\u65bd\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Pentaho\u306fWeka\u3084R\u306a\u3069\u3068\u9023\u643a\u3067\u304d\u308b\u306e\u3067\u3001\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306b\u3088\u3063\u3066\u3001\u81ea\u793e\u306e\u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u72b6\u628a\u63e1\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3048\u307e\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>12.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<p>DataStage\u306f\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u958b\u767a\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\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>DataStage\u306f\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3084\u52a0\u5de5\u3001\u96c6\u8a08\u306a\u3069\u306e\u4f5c\u696d\u3092\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u64cd\u4f5c\u3068\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a\u306b\u3088\u3063\u3066\u5b9f\u65bd\u53ef\u80fd\u3067\u3059\u3002\u7c21\u5358\u3067\u308f\u304b\u308a\u3084\u3059\u3044GUI\u306a\u306e\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3069\u306e\u77e5\u8b58\u304c\u306a\u3044\u65b9\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30c7\u30fc\u30bf\u52a0\u5de5\u306f\u3001\u30bd\u30fc\u30c8\u3084\u91cd\u8907\u524a\u9664\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u90e8\u54c1\u30fb\u95a2\u6570\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>DataStage\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\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\u958b\u767a\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064\u9ad8\u3044\u51e6\u7406\u6027\u80fd\u3092\u6301\u3064ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>DataStage\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u969b\u3001\u4e26\u5217\u3067\u51e6\u7406\u3092\u5b9f\u884c\u3057\u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u30d5\u30eb\u6d3b\u7528\u3059\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3067\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\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>13.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<p>Tableau Prep\u306f\u3001Tableau\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>Tableau Prep\u306f\u3001\u300cTableau Prep Builder\u300d\u3068\u300cTableau Prep Conductor\u300d\u306e2\u88fd\u54c1\u306b\u5206\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u300cTableau Prep Builder\u300d\u3067\u306f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u30fb\u6574\u5f62\u3092\u884c\u3044\u3001\u300cTableau Prep Conductor\u300d\u306f\u9023\u643a\u5148DWH\u306e\u60c5\u5831\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u305d\u3082\u305d\u3082Tableau Prep\u306fETL\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u3001\u300c\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u300d\u3067\u3059\u304c\u3001\u540c\u3058\u3088\u3046\u306a\u51e6\u7406\u304c\u3067\u304d\u308b\u3053\u3068\u304b\u3089\u3001ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6349\u3048\u3066\u3082\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Tableau Prep\u306f\u3001Tableau Creator\u30e9\u30a4\u30bb\u30f3\u30b9\uff088,400\u5186\/\u6708 \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\u3001Tableau\u88fd\u54c1\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u3059\u3067\u306bTableau Creator\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u304a\u6301\u3061\u3067\u3042\u308c\u3070\u3001\u8ffd\u52a0\u8cbb\u7528\u306a\u3057\u3067Tableau Prep\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002BI\u30c4\u30fc\u30eb\u306eTableau\u3068\u306e\u76f8\u6027\u3082\u826f\u3044\u306e\u3067\u3001\u52b9\u7387\u3088\u304f\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u5206\u6790\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\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<p>&nbsp;<\/p>\n<h2>\u30d5\u30ea\u30fc\u3067\u4f7f\u3048\u308b\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u30d5\u30ea\u30fc\uff08\u7121\u6599\uff09\u3067\u4f7f\u3048\u308b\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u6709\u6599\u306eETL\u30c4\u30fc\u30eb\u3068\u306e\u9055\u3044\u304b\u3089\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u30d5\u30ea\u30fc\uff08\u7121\u6599\uff09\u306eETL\u30c4\u30fc\u30eb\u3068\u6709\u6599ETL\u30c4\u30fc\u30eb\u306e\u9055\u3044\u306f\uff1f<\/h3>\n<p>\u6709\u6599\u30c4\u30fc\u30eb\u3068\u7121\u6599\u30c4\u30fc\u30eb\u306e\u9055\u3044\u306f\u3001\u6a5f\u80fd\u9762\u306b\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u7121\u6599\u30c4\u30fc\u30eb\u306f\u8cbb\u7528\u3092\u304b\u3051\u305a\u306b\u5229\u7528\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u4ee3\u308f\u308a\u6709\u6599\u30c4\u30fc\u30eb\u3068\u6bd4\u3079\u3066\u6a5f\u80fd\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3068\u3053\u308d\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001\u7121\u6599\u30c4\u30fc\u30eb\u306f\u6709\u6599\u30c4\u30fc\u30eb\u306e\u3088\u3046\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u7121\u6599\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u6a5f\u80fd\u9762\u3067\u554f\u984c\u304c\u306a\u304f\u3001\u30b5\u30dd\u30fc\u30c8\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308b\u77e5\u8b58\u3092\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u9650\u3089\u308c\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<p>Talend Open Studio\u306f\u3001\u6709\u6599\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u300cTalend\u300d\u306e\u7121\u6599\u7248\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Talend Open Studio\u306f\u3001\u6709\u6599\u7248\u3068\u6bd4\u8f03\u3057\u3066\u5927\u304d\u304f\u6a5f\u80fd\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u6709\u6599\u30c4\u30fc\u30eb\u3068\u905c\u8272\u306e\u306a\u3044\u6d3b\u7528\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u305f\u3060\u3057\u3001\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u958b\u767a\u3068\u306a\u308b\u70b9\u3084\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u969b\u3001\u3084\u3084\u51e6\u7406\u901f\u5ea6\u304c\u843d\u3061\u3066\u3057\u307e\u3046\u70b9\u304c\u6c17\u306b\u306a\u308b\u65b9\u306f\u3001\u6709\u6599\u7248\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/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\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u30e1\u30a4\u30f3\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u57fa\u672c\u7684\u306b\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u3042\u308c\u3070\u3001\u6709\u6599\u7248\u3068\u305d\u308c\u307b\u3069\u5dee\u3092\u611f\u3058\u308b\u3053\u3068\u306a\u304f\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002Talend Open Studio\u3092\u5c0e\u5165\u3057\u3066\u307f\u3066\u3001\u6a5f\u80fd\u7684\u306b\u9650\u754c\u3092\u611f\u3058\u305f\u6642\u70b9\u3067\u3001\u6709\u6599\u7248\u3078\u306e\u79fb\u884c\u3082\u304a\u3059\u3059\u3081\u3067\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<p>RapidMiner\u306f\u3001\u682a\u5f0f\u4f1a\u793eKSK\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\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><span class=\"marker-thickYellow\"><strong>RapidMiner\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u30e2\u30c7\u30ea\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u52a0\u5de5\u306e\u52b9\u7387\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3092\u691c\u8a3c\u3057\u3066\u6700\u9069\u5316\u3067\u304d\u308b\u306e\u3067\u3001\u7d99\u7d9a\u3057\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3082\u5411\u4e0a\u3057\u3066\u3044\u304d\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\u304c\u300110,000\u884c\u3092\u8d85\u3048\u308b\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u30b5\u30dd\u30fc\u30c8\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u6709\u6599\u7248\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>RapidMiner\u306f\u3001\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u5c11\u306a\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>10,000\u884c\u307e\u3067\u306e\u30c7\u30fc\u30bf\u3067\u3042\u308c\u3070\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306bETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3067\u304d\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<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1a\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bETL\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<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>\u305f\u304f\u3055\u3093\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u304b\u3089\u306fWEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\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\u3001\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3067\u3059\u3002WEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u96c6\u8a08\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u305f\u308a\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\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\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u3042\u3089\u3086\u308bWEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u96c6\u8a08<\/h4>\n<p>Databeat\u306f\u3001\u3042\u3089\u3086\u308bWEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u96c6\u8a08\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u8907\u6570\u306e\u5a92\u4f53\u306e\u30c7\u30fc\u30bf\u3082\u81ea\u52d5\u3067\u96c6\u8a08\u30fb\u66f4\u65b0\u3057\u307e\u3059\u306e\u3067\u3001\u65e5\u3005\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u696d\u52d9\u8ca0\u62c5\u3092\u8efd\u6e1b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span>\u96c6\u8a08\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u5a92\u4f53\u3054\u3068\u306b\u7570\u306a\u308b\u6307\u6a19\u3092\u6574\u5f62\u3059\u308b\u306e\u3067\u3001\u5a92\u4f53\u6bd4\u8f03\u3082\u5bb9\u6613\u306b\u884c\u306a\u3048\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u81ea\u52d5\u3067\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7528\u3044\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210<\/h4>\n<p>Databeat\u306f\u300c\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300d\u3068\u3057\u3066\u306e\u6a5f\u80fd\u3082\u642d\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u5e38\u6642\u66f4\u65b0\u3055\u308c\u308bWEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u30ec\u30dd\u30fc\u30c8\u5316\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u304b\u3051\u308b\u6642\u9593\u3082\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u307e\u305f\u3001\u30ec\u30dd\u30fc\u30c8\u306f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u982d\u3092\u60a9\u307e\u305b\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u3082\u5fc5\u8981\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u5916\u90e8\u51fa\u529b\u30fb\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd<\/h4>\n<p>Databeat\u306f\u5916\u90e8\u51fa\u529b\u3084\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<span class=\"marker-thickYellow\"><strong>WEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3084\u30ec\u30dd\u30fc\u30c8\u3092Excel\u30fbGoogle\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306a\u3069\u306e\u5f62\u5f0f\u3067\u51fa\u529b\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001Looker Studio\uff08\u65e7Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\uff09\u3084Tableau\u3068\u3044\u3063\u305f\u4e3b\u8981\u306aBI\u30c4\u30fc\u30eb\u3078\u306e\u9023\u643a\u3082\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/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 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src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/04\/T6-375x201.jpg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u5e83\u544aA-Dark\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<div class=\"ep-box\">\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 18pt;\">\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599<\/span><br \/>\n<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-19403\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/10\/51e6b566eeb421e2ae07a13dff2da975.png\" alt=\"\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d2\u3099\u30b9\u7d39\u4ecb\u8cc7\u6599\u8acb\u6c42\" width=\"960\" height=\"540\" \/><br 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src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\" type=\"text\/javascript\" charset=\"utf-8\"><\/script><br \/>\n<script>\n  hbspt.forms.create({\n    portalId: \"7766344\",\n    formId: \"da1859f6-4b4b-4501-95d6-29d38508f625\"\n  });\n<\/script><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u305f\u304f\u3055\u3093\u306eETL\u30c4\u30fc\u30eb\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3069\u308c\u3082\u540c\u3058\u3068\u3044\u3046\u8a33\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6a5f\u80fd\u3084\u8cbb\u7528\u3001\u3067\u304d\u308b 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