{"id":14909,"date":"2025-01-07T16:56:21","date_gmt":"2025-01-07T07:56:21","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=14909"},"modified":"2025-01-07T16:57:03","modified_gmt":"2025-01-07T07:57:03","slug":"free-etl","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/free-etl\/","title":{"rendered":"\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"},"content":{"rendered":"<p>\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<\/p>\n<p>BI\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u53ef\u8996\u5316\u3057\u305f\u308a\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u53ef\u8996\u5316\u3084\u5206\u6790\u306b\u3088\u3063\u3066\u3001\u4f01\u696d\u306f\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u904e\u7a0b\u3067\u5fc5\u8981\u3068\u306a\u308b\u306e\u304c\u300cETL\u300d\u3067\u3059\u3002\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u4e2d\u3067\u3082\u7121\u6599\u306e\u30c4\u30fc\u30eb\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u307e\u305f\u3001OSS\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09\u30c4\u30fc\u30eb\u3084\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044\u300cETL\u30c4\u30fc\u30eb\u300d\u306e\u57fa\u790e\u77e5\u8b58<\/h2>\n<p>\u6700\u521d\u306bETL\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\u6982\u8981\u304b\u3089\u6a5f\u80fd\u3001\u30e1\u30ea\u30c3\u30c8\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><img decoding=\"async\" class=\"aligncenter size-full wp-image-14926\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/193c3f8ab812da213f64a18a499e2d6e.png\" alt=\"ETL\u30c4\u30fc\u30eb\u3068\u306f\" width=\"960\" height=\"562\" \/><\/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><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u6700\u9069\u306a\u72b6\u614b\u306b\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u305f\u4e0a\u3067\u9023\u643a\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u4f01\u696d\u3067\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3054\u3068\u306b\u5f62\u5f0f\u304c\u7570\u306a\u308b\u30c7\u30fc\u30bf\u3092\u3001\u6574\u3048\u3066\u3072\u3068\u3064\u306b\u307e\u3068\u3081\u3089\u308c\u308b\u306e\u304c\u3001ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u6a5f\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000ETL\u3068EAI\u306e\u9055\u3044<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>EAI\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u3068\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3092\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>\u9867\u5ba2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3084CRM\u306a\u3069\u306e\u9593\u3067\u60c5\u5831\u3092\u5171\u6709\u3059\u308b\u969b\u3001EAI\u306b\u3088\u3063\u3066\u3084\u308a\u53d6\u308a\u304c\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3053\u306e\u5834\u5408\u3001\u60c5\u5831\u304c\u91cd\u8907\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u306a\u3044\u3088\u3046\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u540c\u671f\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u305d\u308c\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u73fe\u3067\u304d\u308b\u306e\u304cEAI\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>EAI\u306fETL\u306b\u6bd4\u3079\u3066\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u91cf\u306e\u9023\u643a\u3057\u304b\u884c\u306a\u3048\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u305d\u306e\u4ee3\u308f\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3068\u3044\u3046\u70b9\u3067\u306f\u3001EAI\u306e\u65b9\u304c\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-pushpin\">\u3000ETL\u30c4\u30fc\u30eb\u3068DWH\u306e\u9055\u3044<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>DWH\u306f\u3001ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u62bd\u51fa\u30fb\u52a0\u5de5\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4fdd\u7ba1\u3059\u308b\u5834\u6240\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>ETL\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u3001\u6574\u5f62\u3057\u305f\u306e\u3061DWH\u3078\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\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\u306a\u6a5f\u80fd\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><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<h4 class=\"icon-magic-wand\">\u3000Extract<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Extract\uff08\u62bd\u51fa\uff09\u306f\u3001ETL\u30c4\u30fc\u30eb\u304c\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002<\/strong><\/span>\u30d0\u30e9\u30d0\u30e9\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u3001ETL\u30c4\u30fc\u30eb\u304c\u62bd\u51fa\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3067\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3082\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000Transform<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Transform\uff08\u52a0\u5de5\uff09\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002<\/strong><\/span>\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3067\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306f\u3001\u305d\u308c\u305e\u308c\u5f62\u5f0f\u304c\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u4eba\u306b\u3088\u3063\u3066\u5165\u529b\u306e\u4ed5\u65b9\u304c\u7570\u306a\u308b\u3088\u3046\u306a\u30c7\u30fc\u30bf\u3082\u3001\u3053\u306e\u6bb5\u968e\u3067\u540c\u3058\u5f62\u5f0f\u306b\u52a0\u5de5\u3057\u3066\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000Load<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Load\uff08\u66f8\u304d\u51fa\u3057\uff09\u306f\u3001\u62bd\u51fa\u30fb\u52a0\u5de5\u3057\u305f\u30c7\u30fc\u30bf\u3092DWH\u3078\u66f8\u304d\u51fa\u3059\u3001\u3042\u308b\u3044\u306f\u683c\u7d0d\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002<\/strong><\/span>ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u52a0\u5de5\u3057\u305f\u306e\u3061\u6700\u7d42\u7684\u306b\u3072\u3068\u3064\u306eDWH\u3078\u683c\u7d0d\u3057\u3066\u307e\u3068\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u30d0\u30e9\u30d0\u30e9\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u6b63\u3057\u3044\u5f62\u306b\u6574\u3048\u3089\u308c\u308b<\/li>\n<li>\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c81\uff1a\u30d0\u30e9\u30d0\u30e9\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u793e\u5185\u306b\u70b9\u5728\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u3088\u304f\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u90e8\u7f72\u3084\u62e0\u70b9\u3054\u3068\u306b\u7570\u306a\u308b\u30c7\u30fc\u30bf\u306a\u3069\u306f\u3001\u624b\u52d5\u3067\u53ce\u96c6\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u975e\u5e38\u306b\u624b\u9593\u304c\u304b\u304b\u308b\u4f5c\u696d\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3001\u81ea\u52d5\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u7d71\u5408\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u7121\u99c4\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u304f\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c82\uff1a\u30c7\u30fc\u30bf\u3092\u6b63\u3057\u3044\u5f62\u306b\u6574\u3048\u3089\u308c\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u3092\u6b63\u3057\u3044\u5f62\u306b\u6574\u3048\u3089\u308c\u308b\u306e\u3082\u30e1\u30ea\u30c3\u30c8\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u9055\u3046\u3068\u3001\u540c\u3058\u60c5\u5831\u3092\u7ba1\u7406\u3057\u3066\u3044\u3066\u3082\u8868\u793a\u5f62\u5f0f\u306a\u3069\u304c\u7570\u306a\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u308c\u3089\u3092\u7d71\u4e00\u3059\u308b\u969b\u306b\u624b\u52d5\u3067\u884c\u3046\u3068\u3001\u4eba\u70ba\u7684\u306a\u30df\u30b9\u304c\u767a\u751f\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3067\u3042\u308c\u3070\u3001\u65e9\u304f\u6b63\u78ba\u306b\u30c7\u30fc\u30bf\u3092\u6b63\u3057\u3044\u5f62\u306b\u52a0\u5de5\u3067\u304d\u308b\u305f\u3081\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 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title=\"ETL\u30c4\u30fc\u30eb\u304c\u30aa\u30b9\u30b9\u30e1\u306e\u30b7\u30fc\u30f3\">\n<ol>\n<li>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u304c\u7d71\u5408\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<li>\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u3044\u308b<\/li>\n<li>BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 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class=\"marker-thickYellow\"><strong>\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u65b9\u306f\u3001\u6709\u6599ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u7121\u6599ETL\u30c4\u30fc\u30eb\u3067\u306f\u4e00\u90e8\u3057\u304b\u5bfe\u5fdc\u3067\u304d\u305a\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u6709\u6599\u306b\u5207\u308a\u66ff\u3048\u3066\u5229\u7528\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u8cbb\u7528\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>\u8cbb\u7528\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u81ea\u793e\u306b\u5408\u3063\u305fETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u3092\u53c2\u8003\u306b\u30c4\u30fc\u30eb\u9078\u5b9a\u3092\u9032\u3081\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u81ea\u793e\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u306e\u3067\u3042\u308c\u3070OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b<\/li>\n<li>\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u5b89\u3044\u6709\u6599ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b<\/li>\n<li>\u5fc5\u8981\u6700\u4f4e\u9650\u306e\u6a5f\u80fd\u3092\u5099\u3048\u305fETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT1.\u81ea\u793e\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u306e\u3067\u3042\u308c\u3070OSS\u306eETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b<\/h4>\n<p>\u793e\u5185\u306bETL\u30c4\u30fc\u30eb\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u65b9\u3001\u7279\u306b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u308b\u5834\u5408\u306f\u3001OSS\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09\u306eETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u57fa\u672c\u7684\u306b\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u6709\u6599\u30c4\u30fc\u30eb\u306e\u3088\u3046\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u306a\u3044\u3001\u8a73\u3057\u3044\u5229\u7528\u65b9\u6cd5\u306e\u89e3\u8aac\u304c\u306a\u3044\u3068\u3044\u3063\u305f\u61f8\u5ff5\u304c\u3042\u308a\u307e\u3059\u3002\u3088\u3063\u3066\u3001<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306e\u6271\u3044\u306b\u6163\u308c\u3066\u3044\u305f\u308a\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u308b\u306e\u3067\u3042\u308c\u3070\u3001OSS\u306eETL\u30c4\u30fc\u30eb\u3068\u8a00\u3046\u9078\u629e\u80a2\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\n<p>\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<\/p>\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>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT2.\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u5b89\u3044\u6709\u6599ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b<\/h4>\n<p>\u6709\u6599ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u5834\u5408\u3001\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u5b89\u3044\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u306a\u3069\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u3059\u304e\u3066\u3057\u307e\u3046\u9ad8\u984d\u306a\u30c4\u30fc\u30eb\u3067\u306f\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u826f\u3044\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u540c\u3058\u6709\u6599ETL\u30c4\u30fc\u30eb\u3067\u3082\u3001\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u8cbb\u7528\u304c\u7570\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u3044\u304f\u3064\u304b\u306e\u30c4\u30fc\u30eb\u3092\u6bd4\u8f03\u3057\u3066\u3001\u4f4e\u30b3\u30b9\u30c8\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT3.\u5fc5\u8981\u6700\u4f4e\u9650\u306e\u6a5f\u80fd\u3092\u5099\u3048\u305fETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u3001\u5fc5\u8981\u6700\u4f4e\u9650\u306e\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3057\u307e\u3057\u3087\u3046\u3002\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u306f\u591a\u304f\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u308b\u3082\u306e\u3001\u9ad8\u5ea6\u306a\u6a5f\u80fd\u304c\u6d3b\u7528\u3067\u304d\u308b\u3082\u306e\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3057\u304b\u3057\u3053\u3046\u3044\u3063\u305f\u30c4\u30fc\u30eb\u306f\u3001\u4e00\u822c\u7684\u306aETL\u30c4\u30fc\u30eb\u3088\u308a\u3082\u8cbb\u7528\u304c\u9ad8\u984d\u3068\u306a\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>\u3067\u3059\u304b\u3089\u3001\u4e0d\u8981\u306a\u6a5f\u80fd\u306f\u6392\u9664\u3057\u3066\u3001\u5fc5\u8981\u306a\u6a5f\u80fd\u306e\u307f\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5229\u7528\u74b0\u5883\u304c\u5408\u3048\u3070\u3001\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u975e\u5e38\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\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\u57fa\u672c\u7684\u306b\u7121\u6599\u3067\u3059\u304c\u3001\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u6709\u6599\u30d7\u30e9\u30f3\u3082\u9078\u629e\u3067\u304d\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>RapidMiner\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3069\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u3001\u591a\u304f\u306e\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u52a0\u5de5\u306f\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u3063\u3066\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3044\u3001\u691c\u8a3c\u3068\u6700\u9069\u5316\u306b\u3088\u3063\u3066\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4 class=\"icon-wrench\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u52a0\u5de5<\/li>\n<li>\u30e2\u30c7\u30ea\u30f3\u30b0<\/li>\n<li>\u81ea\u52d5\u5316\uff06\u30d7\u30ed\u30bb\u30b9\u5236\u5fa1<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>RapidMiner\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u304c10,000\u884c\u3092\u8d85\u3048\u308b\u5834\u5408\u3084\u3001\u30b5\u30dd\u30fc\u30c8\u30fb\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u6709\u6599\u30d7\u30e9\u30f3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u6709\u6599\u30d7\u30e9\u30f3\u306e\u8a73\u3057\u3044\u6599\u91d1\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>RapidMiner\u306f\u3001\u8cbb\u7528\u3092\u304b\u3051\u305a\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u3001\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c10,000\u884c\u4ee5\u4e0b\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>10,000\u884c\u307e\u3067\u3067\u3042\u308c\u3070\u8ffd\u52a0\u8cbb\u7528\u306a\u3057\u3067\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u826f\u3044\u3067\u3059\u304c\u3001\u30b5\u30dd\u30fc\u30c8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u63d0\u4f9b\u306f\u306a\u3044\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.rapidminer.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.rapidminer.jp\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eOSS\u306eETL\u30c4\u30fc\u30eb<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5148\u7a0b\u3068\u540c\u3058\u304f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3059\u3067\u306b\u7d39\u4ecb\u3057\u305fRapidMiner\u3068\u306f\u9055\u3044\u3001\u300cOSS\u306eETL\u30c4\u30fc\u30eb\u300d\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u3010\u53c2\u8003\u3011OSS\u306eETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h3>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u524d\u306b\u3001\u307e\u305aOSS\u3068\u306f\u306a\u306b\u304b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>OSS\u3068\u306f\u3001\u300cOpen Source Software\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff09\u300d\u3092\u7701\u7565\u3057\u305f\u3082\u306e\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u7121\u511f\u516c\u958b\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u81ea\u7531\u306b\u4f7f\u3063\u305f\u308a\u3001\u30b3\u30fc\u30c9\u3092\u6539\u5909\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u53cd\u5bfe\u306b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u6539\u5909\u304c\u8a8d\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u300c\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u300d\u307e\u305f\u306f\u300c\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u300d\u306a\u3069\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>OSS\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u5c0e\u5165\u306e\u969b\u306b\u81ea\u793e\u3067\u4f7f\u3044\u3084\u3059\u3044\u3088\u3046\u306b\u6539\u5909\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u6539\u5909\u3059\u308b\u306b\u306f\u5f53\u7136\u30b7\u30b9\u30c6\u30e0\u3092\u7406\u89e3\u3057\u3066\u304a\u308a\u3001\u5c02\u9580\u7684\u77e5\u8b58\u304c\u3042\u308b\u3053\u3068\u304c\u524d\u63d0\u3068\u306a\u308a\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\u6599ETL\u30c4\u30fc\u30eb\u300cTalend\u300d\u306e\u7121\u6599\u7248\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Talend Open Studio\u306f\u3001\u6709\u6599\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308bETL\u30c4\u30fc\u30eb\u306e\u7121\u6599\u7248\u3067\u3001Talend\u304c\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u7121\u6599ETL\u30c4\u30fc\u30eb\u306f\u3001\u6709\u6599\u7248\u306b\u6bd4\u3079\u3066\u591a\u304f\u306e\u5236\u9650\u304c\u3042\u308a\u3001\u3042\u307e\u308a\u5b9f\u7528\u7684\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002<\/p>\n<p>\u3057\u304b\u3057<span class=\"marker-thickYellow\"><strong>Talend Open Studio\u306f\u3001\u6709\u6599\u7248\u3068\u3055\u307b\u3069\u9055\u3044\u306e\u306a\u3044\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u5927\u304d\u306a\u9055\u3044\u306f\u300c\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u958b\u767a\u300d\u304b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30b5\u30fc\u30d0\u30fc\u958b\u767a\u304b\u306e\u9055\u3044\u3067\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box\">\n<h4 class=\"icon-wrench\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u52a0\u5de5<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u30af\u30aa\u30ea\u30c6\u30a3\u8a55\u4fa1<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u66f8\u304d\u51fa\u3057<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/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\u958b\u767a\u80051\u540d\u3067\u554f\u984c\u306a\u3044\u65b9\u3001\u4e3b\u306b\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u5229\u7528\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3088\u3046\u306a\u5834\u5408\u306f\u3001\u307e\u305a\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bTalend Open Studio\u3092\u4f7f\u3063\u3066\u307f\u3066\u3001\u6a5f\u80fd\u7684\u306b\u96e3\u3057\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u6709\u6599\u7248\u3078\u5207\u308a\u66ff\u3048\u3066\u3082\u3088\u3044\u3067\u3057\u3087\u3046\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\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<p>&nbsp;<\/p>\n<h2>\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb5\u9078<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14952 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-13-1-1024x576.png\" alt=\"\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb5\u9078\" width=\"1024\" height=\"576\" \/><\/p>\n<p>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u304b\u3089\u306f\u6709\u6599ETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u3053\u3067\u7d39\u4ecb\u3059\u308bETL\u30c4\u30fc\u30eb\u306f\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u6709\u6599\u7248ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u3001\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3067\u4f7f\u7528\u611f\u306a\u3069\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3001\u672c\u683c\u5c0e\u5165\u3092\u9032\u3081\u3066\u307f\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u307e\u3068\u3081<\/h3>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 20%; background-color: #b0c4de;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">\u7279\u5fb4<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">\u4e3b\u306a\u6a5f\u80fd<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">\u4fa1\u683c<\/td>\n<td style=\"width: 20%; background-color: #b0c4de;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">trocco<\/td>\n<td style=\"width: 20%;\">CRM\u3084MA\u3068\u306e\u9023\u643a<\/p>\n<p>\u5c02\u9580\u7684\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308b\u4ed5\u69d8<\/td>\n<td style=\"width: 20%;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u8ee2\u9001<\/li>\n<li>ETL<\/li>\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/li>\n<li>\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u751f\u6210<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%;\">\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: 20%;\">\u30c4\u30fc\u30eb\u9593\u306e\u30c7\u30fc\u30bf\u306e\u30eb\u30fc\u30eb\u3092\u7d71\u5408\u3057\u305f\u3044\u65b9<\/p>\n<p>\u30c7\u30fc\u30bf\u7ba1\u7406\u696d\u52d9\u306e\u52b9\u7387\u5316\u3092\u56f3\u308a\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">ASTERIA Warp<\/td>\n<td style=\"width: 20%;\">\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u5229\u7528\u3067\u304d\u308b<\/p>\n<p>\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9023\u643a\u3092\u81ea\u52d5\u5316<\/td>\n<td style=\"width: 20%;\">\n<ul>\n<li>\u30d5\u30a1\u30a4\u30eb\u9023\u643a<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db<\/li>\n<li>REST\u9023\u643a<\/li>\n<li>Excel\u7c21\u6613\u9023\u643a<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%;\">ASTERIA Warp Core\uff1a30,000\u5186\uff5e\/\u6708<\/p>\n<p>ASTERIA Warp Core +\uff1a60,000\u5186\uff5e\/\u6708<\/p>\n<p>ASTERIA Warp Standard\uff1a\u304a\u554f\u3044\u5408\u308f\u305b<\/p>\n<p>ASTERIA Warp Enterprise\uff1a\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 20%;\">\u3059\u3050\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">Syncsort DMExpress<\/td>\n<td style=\"width: 20%;\">\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: 20%;\">\n<ul>\n<li>\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u3067\u306e\u51e6\u7406\u958b\u767a<\/li>\n<li>\u30c7\u30fc\u30bf\u9023\u643a<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 20%;\">ETL\u30c4\u30fc\u30eb\u306e\u51e6\u7406\u80fd\u529b\u3084\u51e6\u7406\u30b9\u30d4\u30fc\u30c9\u3092\u91cd\u8996\u3059\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">Reckoner<\/td>\n<td style=\"width: 20%;\">100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30a2\u30a6\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u9023\u643a<\/p>\n<p>\u30c7\u30fc\u30bf\u5206\u6563\u51e6\u7406\u6280\u8853(Apache Spark)<\/td>\n<td style=\"width: 20%;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db<\/li>\n<li>\u30d0\u30ea\u30c6\u30fc\u30b7\u30e7\u30f3\/\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/li>\n<li>REST API<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%;\">\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: 20%;\">\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064\u30b7\u30f3\u30d7\u30eb\u306aETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20%;\">Waha! Transformer<\/td>\n<td style=\"width: 20%;\">20\u5e74\u4ee5\u4e0a\u306e\u904b\u7528\u5b9f\u7e3e<\/p>\n<p>\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u3067\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u3057\u306a\u3044<\/td>\n<td style=\"width: 20%;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db\u30fb\u52a0\u5de5<\/li>\n<li>\u9ad8\u901f\u51e6\u7406\u6027\u80fd<\/li>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%;\">180\u4e07\u5186\uff5e\/\u5e74<\/td>\n<td style=\"width: 20%;\">\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u304c\u53d7\u3051\u3089\u308c\u308b\u56fd\u7523ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308bETL\u30c4\u30fc\u30eb\u306f\u3001\u3059\u3079\u3066\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30c8\u30e9\u30a4\u30a2\u30eb\u671f\u9593\u306f\u30c4\u30fc\u30eb\u306b\u3088\u308a\u307e\u3059\u304c\u300114\u65e5\u9593\u304b\u308930\u65e5\u9593\u7a0b\u5ea6\u3067\u3059\u3002\u3069\u306e\u30c4\u30fc\u30eb\u3082\u7c21\u5358\u306b\u64cd\u4f5c\u3067\u304d\u3066\u51e6\u7406\u6027\u80fd\u304c\u9ad8\u3044\u3082\u306e\u3070\u304b\u308a\u306a\u306e\u3067\u3001\u3053\u306e\u3042\u3068\u7d39\u4ecb\u3059\u308b\u5185\u5bb9\u3067\u306f\u3001\u4e3b\u306b\u30b3\u30b9\u30c8\u9762\u3068\u72ec\u81ea\u306e\u6a5f\u80fd\u306b\u7740\u76ee\u3057\u306a\u304c\u3089\u3001\u81ea\u793e\u3067\u306e\u5229\u7528\u3092\u60f3\u5b9a\u3057\u3066\u307f\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>trocco<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14605\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/trocco-1024x519.png\" alt=\"trocco\" width=\"1024\" height=\"519\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/trocco.io\/lp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">trocco<\/a><\/span><\/p>\n<p>trocco\u306f\u3001\u682a\u5f0f\u4f1a\u793eprimeNumber\u304c\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u300214\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>trocco\u306f\u3001\u3055\u307e\u3056\u307e\u306aDWH\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>CRM\u3084MA\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u5c02\u9580\u7684\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308b\u4ed5\u69d8\u306b\u306a\u3063\u3066\u304a\u308a\u3001\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3084\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box\">\n<h4 class=\"icon-wrench\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u8ee2\u9001<\/li>\n<li>ETL<\/li>\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/li>\n<li>\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u751f\u6210<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\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%;\">\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">10\u4e07\u5186\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">30\u4e07\u5186\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">\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\u30c4\u30fc\u30eb\u9593\u306e\u30c7\u30fc\u30bf\u306e\u30eb\u30fc\u30eb\u3092\u7d71\u5408\u3057\u305f\u3044\u65b9\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u696d\u52d9\u306e\u52b9\u7387\u5316\u3092\u56f3\u308a\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3066\u3044\u308b\u30b7\u30fc\u30f3\u3067\u306f\u3001\u30c4\u30fc\u30eb\u3054\u3068\u306b\u30eb\u30fc\u30eb\u304c\u7570\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u72b6\u6cc1\u3092trocco\u306b\u3088\u3063\u3066\u6539\u5584\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u8907\u6570\u3042\u308a\u7d71\u5408\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3063\u305f\u30b7\u30fc\u30f3\u3067\u3082\u3001trocco\u306e\u6d3b\u7528\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u7ba1\u7406\u74b0\u5883\u3092\u6574\u3048\u308b\u3053\u3068\u304c\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>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\u304c\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u300230\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\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>ASTERIA Warp\u306f\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306a\u306e\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u3092\u4f7f\u308f\u305a\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9023\u643a\u306a\u3069\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u306e\u3067\u3001\u5927\u5e45\u306a\u696d\u52d9\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u9023\u643a\u5148\u3082\u8c4a\u5bcc\u306a\u306e\u3067\u3001\u5c0e\u5165\u3057\u3066\u3059\u3050\u306b\u6d3b\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4 class=\"icon-wrench\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30d5\u30a1\u30a4\u30eb\u9023\u643a<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db<\/li>\n<li>REST\u9023\u643a<\/li>\n<li>Excel\u7c21\u6613\u9023\u643a<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\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<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\u3059\u3050\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>ASTERIA Warp\u306f\u30ce\u30fc\u30b3\u30fc\u30c9\u74b0\u5883\u306a\u306e\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3057\u3067\u958b\u767a\u30fb\u8a2d\u8a08\u304c\u53ef\u80fd\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4e00\u822c\u7684\u306aETL\u30c4\u30fc\u30eb\u3088\u308a\u3082\u77ed\u3044\u69cb\u7bc9\u671f\u9593\u3067\u5229\u7528\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<h3>Syncsort DMExpress<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-14911\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Syncsort-DMExpress.png\" alt=\"Syncsort DMExpress\" width=\"911\" height=\"740\" \/><\/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\">Syncsort DMExpress<\/a><\/span><\/p>\n<p>Syncsort DMExpress\u306f\u3001\u51e6\u7406\u80fd\u529b\u306b\u5f37\u307f\u3092\u6301\u3064ETL\u30c4\u30fc\u30eb\u3067\u3059\u300230\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\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>Syncsort DMExpress\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\u3092\u642d\u8f09\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30b9\u30de\u30fc\u30c8ETL\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u8d85\u9ad8\u901f\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u308f\u304b\u308a\u3084\u3059\u3044\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u30b9\u30ad\u30eb\u306e\u7fd2\u5f97\u304c\u3057\u3084\u3059\u3044\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4 class=\"icon-wrench\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u3067\u306e\u51e6\u7406\u958b\u767a<\/li>\n<li>\u30c7\u30fc\u30bf\u9023\u643a<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Syncsort DMExpress\u306e\u6599\u91d1\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>Syncsort DMExpress\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u51e6\u7406\u80fd\u529b\u3084\u51e6\u7406\u30b9\u30d4\u30fc\u30c9\u3092\u91cd\u8996\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u300c\u30b9\u30de\u30fc\u30c8ETL\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u300d\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u30ea\u30bd\u30fc\u30b9\u3092\u5206\u6790\u3057\u306a\u304c\u3089\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u3001\u4e16\u754c\u6700\u901f\u306e\u8d85\u9ad8\u901f\u51e6\u7406\u304c\u884c\u3048\u307e\u3059\u3002<\/p>\n<p>\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u3068\u8a00\u3046\u65b9\u3067\u3082\u3001\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\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>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\u305914\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Reckoner\u306f\u3001100\u7a2e\u985e\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u9023\u643a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5358\u306a\u308bDWH\u3078\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u7d71\u5408\u3084\u52a0\u5de5\u3001CRM\u306a\u3069\u3078\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u30c7\u30fc\u30bf\u5206\u6563\u51e6\u7406\u6280\u8853(Apache Spark)\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u5bb9\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box\">\n<h4 class=\"icon-wrench\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db<\/li>\n<li>\u30d0\u30ea\u30c6\u30fc\u30b7\u30e7\u30f3\/\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/li>\n<li>REST API<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\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%;\">\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">100,000\u5186\uff5e\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">Enterprise\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%;\">\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\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064\u30b7\u30f3\u30d7\u30eb\u306aETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u6587\u5b57\u5217\u306e\u5909\u63db\u3084\u30ab\u30e9\u30e0\u306e\u5909\u63db\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3088\u308b\u5909\u63db\u306a\u3069\u591a\u6570\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u307e\u3059\u304c\u3001\u3069\u308c\u3082\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u64cd\u4f5c\u3067\u51e6\u7406\u3092\u4f5c\u6210\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>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\u308b\u30c4\u30fc\u30eb\u3067\u3059\u300230\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Waha! Transformer\u306f\u300120\u5e74\u4ee5\u4e0a\u306e\u904b\u7528\u5b9f\u7e3e\u3092\u8a87\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u516c\u5171\u56e3\u4f53\u3084\u6559\u80b2\u6a5f\u95a2\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u3082\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u3067\u5b9f\u884c\u3055\u308c\u308b\u51e6\u7406\u306f\u3001\u30e1\u30e2\u30ea\u306b\u4f9d\u5b58\u3057\u306a\u3044\u305f\u3081\u9ad8\u901f\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>1\u65e5\u3067\u30de\u30b9\u30bf\u30fc\u3067\u304d\u308b\u64cd\u4f5c\u6027\u3084\u3001\u4f5c\u6210\u5f8c\u306e\u51e6\u7406\u3092\u624b\u76f4\u3057\u3067\u304d\u308b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6027\u3082\u5f37\u307f\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4 class=\"icon-wrench\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db\u30fb\u52a0\u5de5<\/li>\n<li>\u9ad8\u901f\u51e6\u7406\u6027\u80fd<\/li>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\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\u3001\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u304c\u53d7\u3051\u3089\u308c\u308b\u56fd\u7523ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Waha! Transformer\u306f\u958b\u767a\u304b\u308920\u5e74\u4ee5\u4e0a\u904b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u5c0e\u5165\u524d\u304b\u3089\u5229\u7528\u4e2d\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u30ce\u30a6\u30cf\u30a6\u306e\u63d0\u4f9b\u307e\u3067\u4e00\u8cab\u4f53\u5236\u3067\u63d0\u4f9b\u3057\u3066\u304f\u308c\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<p>&nbsp;<\/p>\n<h2>2\u9031\u9593\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bWEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081<\/h2>\n<p>\u3053\u308c\u307e\u3067\u591a\u304f\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u3067\u306fWEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u4f5c\u6210\u3067\u304d\u308bETL\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\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u4f5c\u6210\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002Google\u5e83\u544a\u3084Yahoo!\u5e83\u544a\u3001SNS\u5e83\u544a\u306a\u3069\u8907\u6570\u306eWEB\u5e83\u544a\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u5404\u5a92\u4f53\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u3044\u308b\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u305d\u3093\u306a\u30b7\u30fc\u30f3\u3067<span class=\"marker-thickYellow\"><strong>Databeat\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u7c21\u5358\u306b\u81ea\u52d5\u3067\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308b\u300cDatabeat\u300d\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>WEB\u5e83\u544a\u306b\u304a\u3051\u308bDatabeat\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u3059\u3079\u3066\u5a92\u4f53\u304b\u3089\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53d6\u5f97<\/li>\n<li>\u5a92\u4f53\u3054\u3068\u306b\u7570\u306a\u308b\u6307\u6a19\u3092\u6574\u5f62\u3057\u3066\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u3067\u53ef\u8996\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u306f\u8c4a\u5bcc\u306a\u51fa\u529b\u5148\u3078\u9023\u643a\u53ef\u80fd<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u3059\u3079\u3066\u5a92\u4f53\u304b\u3089\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53d6\u5f97<\/h4>\n<p>Databeat\u306f\u3001\u904b\u7528\u3057\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u5e83\u544a\u5a92\u4f53\u304b\u3089\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53d6\u5f97\u3057\u307e\u3059\u3002\u9023\u643a\u3059\u308b\u5a92\u4f53\u6570\u306b\u5236\u9650\u306f\u306a\u304f\u3001\u81ea\u52d5\u3067\u66f4\u65b0\u3059\u308b\u305f\u3081\u5e38\u306bDatabeat\u306b\u306f\u3001\u6700\u65b0\u306e\u5e83\u544a\u30c7\u30fc\u30bf\u304c\u4fdd\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u904b\u7528\u3059\u308b\u5e83\u544a\u5a92\u4f53\u6570\u304c\u591a\u3044\u65b9\u306f\u7279\u306b\u3001Databeat\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u5927\u5e45\u306b\u30c7\u30fc\u30bf\u7ba1\u7406\u52b9\u7387\u3092\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u5a92\u4f53\u3054\u3068\u306b\u7570\u306a\u308b\u6307\u6a19\u3092\u6574\u5f62\u3057\u3066\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u3067\u53ef\u8996\u5316<\/h4>\n<p>Databeat\u306f\u3001\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u305f\u3042\u3068\u3001\u5a92\u4f53\u3054\u3068\u306b\u7570\u306a\u308b\u6307\u6a19\u3092\u6574\u5f62\u3057\u3066\u53ef\u8996\u5316\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u540c\u3058\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u6307\u6a19\u3067\u3082\u3001\u5a92\u4f53\u306b\u3088\u3063\u3066\u8868\u793a\u5f62\u5f0f\u304c\u7570\u306a\u3063\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3092Databeat\u306f\u81ea\u52d5\u3067\u6574\u5f62\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306f\u73fe\u72b6\u3092\u77ac\u6642\u306b\u628a\u63e1\u3067\u304d\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u307b\u304b\u3001\u30ec\u30dd\u30fc\u30c8\u5f62\u5f0f\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u30ec\u30dd\u30fc\u30c8\u306fExcel\u3084Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306a\u3069\u597d\u307f\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u51fa\u529b\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30c7\u30fc\u30bf\u306f\u8c4a\u5bcc\u306a\u51fa\u529b\u5148\u3078\u9023\u643a\u53ef\u80fd<\/h4>\n<p>Databeat\u304b\u3089\u306e\u30c7\u30fc\u30bf\u51fa\u529b\u5148\u306f\u3001Excel\u3084Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u4ee5\u5916\u306b\u3082\u3001Looker Studio\u3084Tableau\u3068\u3044\u3063\u305fBI\u30c4\u30fc\u30eb\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>Databeat\u304b\u3089BI\u30c4\u30fc\u30eb\u3078\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3059\u308c\u3070\u3001\u793e\u5185\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u305f\u308a\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u884c\u3063\u3066\u65b0\u305f\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u767a\u898b\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>Databeat\u306f\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1\uff01<\/h3>\n<p><span class=\"marker-thickYellow\"><strong>Databeat\u306f\u3001WEB\u5e83\u544a\u304c\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u4e3b\u8ef8\u3068\u306a\u3063\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>WEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3067\u3042\u308c\u3070\u3001Databeat\u304c\u96c6\u8a08\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u3078\u306e\u9023\u643a\u3082\u53ef\u80fd\u306a\u306e\u3067\u3001\u307b\u304b\u306eETL\u30c4\u30fc\u30eb\u3092\u4f7f\u308f\u306a\u304f\u3066\u3082\u30c7\u30fc\u30bf\u7ba1\u7406\u74b0\u5883\u3092\u6574\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u826f\u3044\u306e\u3067\u3001\u305c\u3072\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"btn btn-center\"><a class=\"btn__link btn__link-primary\" href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=button&amp;utm_content=top\" target=\"_blank\" rel=\"noopener noreferrer\">Databeat\u30b5\u30fc\u30d3\u30b9\u30b5\u30a4\u30c8<\/a><\/div>\n<p>&nbsp;<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3084\u3059\u304f\u6574\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u306aETL\u30c4\u30fc\u30eb\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u3082\u306e\u3082\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u6271\u3048\u308b\u30c7\u30fc\u30bf\u91cf\u306a\u3069\u306b\u9055\u3044\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u5229\u7528\u3059\u308b\u898f\u6a21\u306b\u3088\u3063\u3066\u306f\u7121\u6599\u30c4\u30fc\u30eb\u3067\u3082\u5341\u5206\u6a5f\u80fd\u3092\u679c\u305f\u305b\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u7121\u6599ETL\u30c4\u30fc\u30eb\u306e\u5834\u5408\u3001\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u3092\u53d7\u3051\u3089\u308c\u306a\u3044\u306e\u3067\u3001ETL\u30c4\u30fc\u30eb\u521d\u5fc3\u8005\u306e\u65b9\u306b\u306f\u304a\u3059\u3059\u3081\u3067\u304d\u307e\u305b\u3093\u3002\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u3084\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u65b9\u306f\u3001\u6709\u6599\u306eETL\u30c4\u30fc\u30eb\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u3053\u3061\u3089\u306e\u30da\u30fc\u30b8\u3067\u7d39\u4ecb\u3057\u305f\u6709\u6599ETL\u30c4\u30fc\u30eb\u306f\u3001\u3059\u3079\u3066\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u672c\u683c\u7684\u306b\u5c0e\u5165\u3059\u308b\u524d\u306b\u3001\u4e00\u5ea6\u30c8\u30e9\u30a4\u30a2\u30eb\u3067\u4f7f\u7528\u611f\u306a\u3069\u3092\u78ba\u304b\u3081\u3066\u307f\u3066\u3001\u81ea\u793e\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001WEB\u5e83\u544a\u304c\u30e1\u30a4\u30f3\u306e\u4e8b\u696d\u3067\u3042\u308c\u3070\u3001\u6700\u5f8c\u306b\u7d39\u4ecb\u3057\u305f\u300cDatabeat\u300d\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002Databeat\u306f\u3001\u5e83\u544a\u5a92\u4f53\u306e\u30c7\u30fc\u30bf\u96c6\u8a08\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304c\u81ea\u52d5\u3067\u884c\u3048\u308b\u306e\u3067\u3001\u5e83\u544a\u904b\u7528\u696d\u52d9\u306e\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\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 \/>\n\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u306e\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599\u3067\u3059\u3002<\/p>\n<p>\u30fbWeb\u5e83\u544a\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u5de5\u6570\u3092\u524a\u6e1b\u3057\u305f\u3044<br \/>\n\u30fbLooker Studio\u3068\u9023\u643a\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u3092\u63a2\u3057\u3066\u3044\u308b<br 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