{"id":3383,"date":"2026-02-16T00:00:06","date_gmt":"2026-02-15T17:00:06","guid":{"rendered":"https:\/\/technest.com.vn\/?p=3383"},"modified":"2026-02-23T09:41:54","modified_gmt":"2026-02-23T02:41:54","slug":"database-integration","status":"publish","type":"post","link":"https:\/\/technest.com.vn\/ja\/database-integration\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u3068\u306f\uff1f\u305d\u306e\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u91cd\u8981\u6027"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u30c7\u30b8\u30bf\u30eb\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306f\u4f01\u696d\u306e\u300c\u65b0\u3057\u3044\u77f3\u6cb9\u300d\u306b\u4f8b\u3048\u3089\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u77f3\u6cb9\u306f\u7cbe\u88fd\u3055\u308c\u3001\u3064\u306a\u304c\u3063\u3066\u521d\u3081\u3066\u4fa1\u5024\u3092\u6301\u3061\u307e\u3059\u3002\u305d\u308c\u3053\u305d\u304c\u3001\u5e02\u5834\u3092\u30ea\u30fc\u30c9\u3057\u3088\u3046\u3068\u3059\u308b\u3059\u3079\u3066\u306e\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001<\/span><a title=\"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/\"><b>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408<\/b><\/a><span style=\"font-weight: 400;\">\u304cIT\u6226\u7565\u306b\u6b20\u304b\u305b\u306a\u3044\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u308b\u7406\u7531\u3067\u3059\u3002<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" 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href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%81%AA%E3%81%9C%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%81%8C%E9%87%8D%E8%A6%81%E3%81%AA%E3%81%AE%E3%81%8B%EF%BC%9F\" >\u306a\u305c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u304c\u91cd\u8981\u306a\u306e\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF\" >\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u4ed5\u7d44\u307f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E7%B5%B1%E5%90%88%E3%81%AE%E3%83%A6%E3%83%BC%E3%82%B9%E3%82%B1%E3%83%BC%E3%82%B9\" >\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%81%AE%E6%89%8B%E6%B3%95\" >\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u624b\u6cd5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E9%9B%86%E7%B4%84_Data_Consolidation\" >\u30c7\u30fc\u30bf\u96c6\u7d04 (Data Consolidation)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%83%AC%E3%83%97%E3%83%AA%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3_Data_Replication\" >\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 (Data Replication)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E4%BB%AE%E6%83%B3%E5%8C%96_Data_Virtualization\" >\u30c7\u30fc\u30bf\u4eee\u60f3\u5316 (Data Virtualization)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%83%95%E3%82%A7%E3%83%87%E3%83%AC%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3_Data_Federation\" >\u30c7\u30fc\u30bf\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3 (Data Federation)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%83%84%E3%83%BC%E3%83%AB\" >\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u30c4\u30fc\u30eb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E7%B5%B1%E5%90%88%E3%81%A8%E3%82%A2%E3%83%97%E3%83%AA%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E7%B5%B1%E5%90%88%E3%81%AE%E6%AF%94%E8%BC%83\" >\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u306e\u6bd4\u8f03<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E7%B5%B1%E5%90%88%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BE%8B\" >\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u6d3b\u7528\u4f8b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/technest.com.vn\/ja\/database-integration\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E5%B0%8E%E5%85%A5%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8B%E8%AA%B2%E9%A1%8C\" >\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u5c0e\u5165\u306b\u304a\u3051\u308b\u8ab2\u984c<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%81%A8%E3%81%AF%EF%BC%9F\"><\/span><b>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u3068\u306f\uff1f<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\uff08Database Integration\uff09<\/b><span style=\"font-weight: 400;\">\u3068\u306f\u3001\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3001\u30d5\u30e9\u30c3\u30c8\u30d5\u30a1\u30a4\u30eb\u3001\u30af\u30e9\u30a6\u30c9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066\u7d71\u4e00\u3055\u308c\u305f\u5358\u4e00\u306e\u30d3\u30e5\u30fc\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u500b\u5225\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u90fd\u5ea6\u30a2\u30af\u30bb\u30b9\u3057\u3066\u60c5\u5831\u3092\u63a2\u3059\u4ee3\u308f\u308a\u306b\u3001\u7d71\u5408\u306b\u3088\u3063\u3066\u4f01\u696d\u306f\u5171\u901a\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u4e0a\u3067\u30c7\u30fc\u30bf\u306e\u7167\u4f1a\u3084\u5206\u6790\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<figure id=\"attachment_3369\" aria-describedby=\"caption-attachment-3369\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3369 size-full\" title=\"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u3068\u306f\uff1f\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-1.jpg\" alt=\"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u3068\u306f\uff1f\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-1.jpg 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-1-300x200.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-3369\" class=\"wp-caption-text\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u3068\u306f\uff1f<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306e\u6838\u5fc3\u7684\u306a\u76ee\u7684\u306f\u3001\u5358\u306b\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u60c5\u5831\u306e\u6574\u5408\u6027\u3001\u6b63\u78ba\u6027\u3001\u304a\u3088\u3073\u53ef\u7528\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u304c\u9069\u5207\u306b\u7d71\u5408\u3055\u308c\u308b\u3068\u3001\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30ed\uff08Data Silos\uff09\u300d\u3068\u3044\u3046\u969c\u58c1\u304c\u53d6\u308a\u9664\u304b\u308c\u3001\u7d44\u7e54\u5168\u4f53\u3067\u60c5\u5831\u306e\u6d41\u308c\u304c\u5186\u6ed1\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%AA%E3%81%9C%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%81%8C%E9%87%8D%E8%A6%81%E3%81%AA%E3%81%AE%E3%81%8B%EF%BC%9F\"><\/span><b>\u306a\u305c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u304c\u91cd\u8981\u306a\u306e\u304b\uff1f<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30d0\u30e9\u30d0\u30e9\u306a\u30c7\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u306f\u3001\u6210\u9577\u3092\u963b\u3080\u6700\u5927\u306e\u8981\u56e0\u3068\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306f\u3001\u7d4c\u55b6\u8005\u304c\u7121\u8996\u3067\u304d\u306a\u3044\u6226\u7565\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u3082\u305f\u3089\u3057\u307e\u3059\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u610f\u601d\u6c7a\u5b9a\u80fd\u529b\u306e\u5411\u4e0a\uff1a<\/b><span style=\"font-weight: 400;\"> \u9867\u5ba2\u3084\u904b\u55b6\u306b\u95a2\u3059\u308b360\u5ea6\u306e\u8996\u70b9\u3092\u6301\u3064\u3053\u3068\u3067\u3001\u7d4c\u55b6\u9663\u306f\u611f\u60c5\u3067\u306f\u306a\u304f\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u696d\u52d9\u52b9\u7387\u306e\u6539\u5584\uff1a<\/b><span style=\"font-weight: 400;\"> \u5f93\u696d\u54e1\u306f\u3001\u8907\u6570\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u304b\u3089\u624b\u52d5\u3067\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3059\u308b\u305f\u3081\u306b\u4f55\u6642\u9593\u3082\u8cbb\u3084\u3059\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6574\u5408\u6027\u306e\u78ba\u4fdd\uff1a<\/b><span style=\"font-weight: 400;\"> \u8ca9\u58f2\u90e8\u9580\u306e\u6570\u5024\u3068\u7269\u6d41\u90e8\u9580\u306e\u6570\u5024\u304c\u4e00\u81f4\u3057\u306a\u3044\u3068\u3044\u3063\u305f\u4e8b\u614b\u3092\u9632\u304e\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u9867\u5ba2\u4f53\u9a13\u306e\u6700\u9069\u5316\uff1a<\/b><span style=\"font-weight: 400;\"> \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u55b6\u696d\u3001\u30a2\u30d5\u30bf\u30fc\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u30b8\u30e3\u30fc\u30cb\u30fc\u3092\u6df1\u304f\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF\"><\/span><b>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u4ed5\u7d44\u307f<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u5171\u6709\u30fb\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u30d7\u30ed\u30bb\u30b9\u306f\u5177\u4f53\u7684\u3001\u8ad6\u7406\u7684\u3001\u304b\u3064\u7ba1\u7406\u3057\u3084\u3059\u3044\u30b9\u30c6\u30c3\u30d7\u3067\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<figure id=\"attachment_3370\" aria-describedby=\"caption-attachment-3370\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3370 size-full\" title=\"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u4ed5\u7d44\u307f\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-2.jpg\" alt=\"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u4ed5\u7d44\u307f\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-2.jpg 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-2-300x200.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-3370\" class=\"wp-caption-text\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u4ed5\u7d44\u307f<\/figcaption><\/figure>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u7279\u5b9a\uff1a<\/b><span style=\"font-weight: 400;\"> \u7d71\u5408\u304c\u5fc5\u8981\u306a\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\uff1a<\/b><span style=\"font-weight: 400;\"> \u7279\u5b9a\u3057\u305f\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\uff1a<\/b><span style=\"font-weight: 400;\"> \u30a8\u30e9\u30fc\u3084\u91cd\u8907\u30c7\u30fc\u30bf\u3092\u9664\u53bb\u3057\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u6a19\u6e96\u5316\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u306e\u5909\u63db\uff1a<\/b><span style=\"font-weight: 400;\"> \u30bf\u30fc\u30b2\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u9020\u306b\u9069\u5408\u3059\u308b\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u8abf\u6574\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u306e\u30ed\u30fc\u30c9\u307e\u305f\u306f\u63a5\u7d9a\uff1a<\/b><span style=\"font-weight: 400;\"> \u30c7\u30fc\u30bf\u3092\u5171\u901a\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u4fdd\u5b58\u3059\u308b\u304b\u3001\u4e2d\u9593\u30ec\u30a4\u30e4\u30fc\u3092\u4ecb\u3057\u3066\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001<strong>SQL Server<\/strong>\u3001<a title=\"MySQL\" href=\"https:\/\/vi.wikipedia.org\/wiki\/MySQL\" target=\"_blank\" rel=\"nofollow noopener\"><strong>MySQL<\/strong><\/a>\u3001\u3042\u308b\u3044\u306f<strong>Salesforce<\/strong>\u306e\u3088\u3046\u306aSaaS\u30b5\u30fc\u30d3\u30b9\u3068\u3044\u3063\u305f\u7570\u306a\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30c7\u30fc\u30bf\u304c\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u9023\u643a\u3057\u60c5\u5831\u3092\u4ea4\u63db\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E7%B5%B1%E5%90%88%E3%81%AE%E3%83%A6%E3%83%BC%E3%82%B9%E3%82%B1%E3%83%BC%E3%82%B9\"><\/span><b>\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u7d71\u5408\u306f\u62bd\u8c61\u7684\u306a\u6982\u5ff5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u73fe\u4ee3\u306e\u3042\u3089\u3086\u308b\u30d3\u30b8\u30cd\u30b9\u6d3b\u52d5\u306b\u304a\u3044\u3066\u3001\u5b9f\u7528\u7684\u306a\u5f62\u3067\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5408\u4f75\u30fb\u8cb7\u53ce (M&amp;A):<\/b><span style=\"font-weight: 400;\"> \u7570\u306a\u308b2\u3064\u306e\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u3092\u63a5\u7d9a\u3057\u3001\u4e00\u3064\u306e\u5171\u901a\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u7d71\u5408\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30af\u30e9\u30a6\u30c9\u79fb\u884c:<\/b><span style=\"font-weight: 400;\"> \u65e7\u5f0f\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001AWS\u3084Azure\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u30c7\u30fc\u30bf\u3092\u79fb\u884c\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30de\u30eb\u30c1\u30c1\u30e3\u30cd\u30eb\u30ec\u30dd\u30fc\u30c8:<\/b><span style=\"font-weight: 400;\"> Facebook\u5e83\u544a\u3001Google\u5e83\u544a\u3001Web\u30b5\u30a4\u30c8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3057\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u52b9\u679c\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%81%AE%E6%89%8B%E6%B3%95\"><\/span><b>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u624b\u6cd5<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u306e\u898f\u6a21\u3084\u4f7f\u7528\u76ee\u7684\u306b\u5fdc\u3058\u3066\u3001\u4f01\u696d\u306f\u60c5\u5831\u3092\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u624b\u6cd5\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u73fe\u5728\u3001\u6700\u3082\u4e00\u822c\u7684\u306a4\u3064\u306e\u624b\u6cd5\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/span><\/p>\n<figure id=\"attachment_3372\" aria-describedby=\"caption-attachment-3372\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3372 size-full\" title=\"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u624b\u6cd5\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-3-TN.png\" alt=\"\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u624b\u6cd5\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-3-TN.png 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-3-TN-300x200.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-3372\" class=\"wp-caption-text\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u624b\u6cd5<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E9%9B%86%E7%B4%84_Data_Consolidation\"><\/span><b>\u30c7\u30fc\u30bf\u96c6\u7d04 (Data Consolidation)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u306f\u6700\u3082\u4e00\u822c\u7684\u306a\u624b\u6cd5\u3067\u3001\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u30b3\u30d4\u30fc\u3057\u3001\u5358\u4e00\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\uff08\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff09\u306b\u7269\u7406\u7684\u306b\u96c6\u7d04\u3057\u307e\u3059\u3002<\/span><b>ETL (\u62bd\u51fa\u30fb\u5909\u63db\u30fb\u66f8\u304d\u8fbc\u307f)<\/b><span style=\"font-weight: 400;\"> \u30d7\u30ed\u30bb\u30b9\u304c\u4e2d\u6838\u6280\u8853\u3068\u306a\u308a\u3001\u30c7\u30fc\u30bf\u3092\u30af\u30ea\u30fc\u30f3\u306a\u72b6\u614b\u306b\u3057\u3066\u9577\u671f\u7684\u306a\u5206\u6790\u306b\u5099\u3048\u307e\u3059\u3002<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%83%AC%E3%83%97%E3%83%AA%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3_Data_Replication\"><\/span><b>\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 (Data Replication)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5225\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u4e3b\u306b\u30c7\u30fc\u30bf\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3084\u3001\u57fa\u5e79\u696d\u52d9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u305a\u306b\u30ec\u30dd\u30fc\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u8ca0\u8377\u3092\u5206\u6563\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E4%BB%AE%E6%83%B3%E5%8C%96_Data_Virtualization\"><\/span><b>\u30c7\u30fc\u30bf\u4eee\u60f3\u5316 (Data Virtualization)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u96c6\u7d04\u3068\u306f\u7570\u306a\u308a\u3001\u4eee\u60f3\u5316\u306f\u30c7\u30fc\u30bf\u3092\u7269\u7406\u7684\u306b\u79fb\u52d5\u3055\u305b\u307e\u305b\u3093\u3002\u4ee3\u308f\u308a\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u7167\u4f1a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u300c\u62bd\u8c61\u5316\u30ec\u30a4\u30e4\u30fc\u300d\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u624b\u6cd5\u306f\u975e\u5e38\u306b\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u3092\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%83%95%E3%82%A7%E3%83%87%E3%83%AC%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3_Data_Federation\"><\/span><b>\u30c7\u30fc\u30bf\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3 (Data Federation)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u4eee\u60f3\u5316\u3068\u4f3c\u3066\u3044\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u5358\u4e00\u306e\u901a\u4fe1\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u4eee\u60f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u30af\u30a8\u30ea\uff08\u554f\u3044\u5408\u308f\u305b\uff09\u304c\u767a\u751f\u3059\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u81ea\u52d5\u7684\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u307e\u3068\u3081\u3066\u30e6\u30fc\u30b6\u30fc\u306b\u8fd4\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E3%83%84%E3%83%BC%E3%83%AB\"><\/span><b>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u30c4\u30fc\u30eb<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u4f01\u696d\u306f\u5f37\u529b\u306a\u30b5\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u63a5\u7d9a\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u3092\u652f\u63f4\u3057\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e3b\u306a\u6ce8\u76ee\u30c4\u30fc\u30eb\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Informatica &amp; Talend:<\/b><span style=\"font-weight: 400;\"> \u5927\u898f\u6a21\u4f01\u696d\u5411\u3051\u306eETL\u5206\u91ce\u306b\u304a\u3051\u308b\u300c\u5927\u624b\u300d\u30c4\u30fc\u30eb\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Fivetran &amp; Stitch:<\/b><span style=\"font-weight: 400;\"> \u30af\u30e9\u30a6\u30c9\u3078\u306e\u8d85\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u652f\u63f4\u3059\u308b\u30e2\u30c0\u30f3\u306a\u30c4\u30fc\u30eb\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Microsoft SQL Server Integration Services (SSIS):<\/b><span style=\"font-weight: 400;\"> Microsoft\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3002<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E7%B5%B1%E5%90%88%E3%81%A8%E3%82%A2%E3%83%97%E3%83%AA%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E7%B5%B1%E5%90%88%E3%81%AE%E6%AF%94%E8%BC%83\"><\/span><b>\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u306e\u6bd4\u8f03<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u591a\u304f\u306e\u4eba\u304c\u3053\u308c\u30892\u3064\u306e\u6982\u5ff5\u3092\u6df7\u540c\u3057\u304c\u3061\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u76ee\u7684\u306b\u304a\u3044\u3066\u660e\u78ba\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/span><br \/>\n<!-- Responsive styled table --><\/p>\n<div style=\"overflow-x: auto;\">\n<table style=\"border-collapse: collapse; width: 100%; font-family: Arial, Helvetica, sans-serif; font-size: 15px; min-width: 720px;\" border=\"1\" cellspacing=\"0\" cellpadding=\"10\">\n<thead style=\"background-color: #f2f2f2;\">\n<tr>\n<th style=\"text-align: center;\"><b>\u7279\u5fb4<\/b><\/th>\n<th style=\"text-align: center;\"><b>\u30c7\u30fc\u30bf\u7d71\u5408<\/b><\/th>\n<th style=\"text-align: center;\"><b>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408<\/b><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"background-color: #ffffff;\">\n<td><b>\u76ee\u7684<\/b><\/td>\n<td>\u5206\u6790\u3084\u30ec\u30dd\u30fc\u30c8\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3059\u308b\u3002<\/td>\n<td>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u540c\u58eb\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u901a\u4fe1\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/td>\n<\/tr>\n<tr style=\"background-color: #fafafa;\">\n<td><b>\u72b6\u614b<\/b><\/td>\n<td>\u901a\u5e38\u3001\u9759\u6b62\u72b6\u614b\uff08at rest\uff09\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3002<\/td>\n<td>\u79fb\u52d5\u4e2d\uff08in motion\uff09\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3002<\/td>\n<\/tr>\n<tr style=\"background-color: #ffffff;\">\n<td><b>\u624b\u6cd5<\/b><\/td>\n<td>\u30d0\u30c3\u30c1\u51e6\u7406\u3001ETL\u3002<\/td>\n<td>API\u3001Webhook\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E7%B5%B1%E5%90%88%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BE%8B\"><\/span><b>\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u6d3b\u7528\u4f8b<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u304c\u6b63\u5e38\u306b\u7d71\u5408\u3055\u308c\u305f\u5f8c\u3001\u4f01\u696d\u306f\u3055\u307e\u3056\u307e\u306a\u5f62\u3067\u305d\u308c\u3089\u3092\u6d3b\u7528\u3057\u3001\u7d4c\u6e08\u7684\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<figure id=\"attachment_3374\" aria-describedby=\"caption-attachment-3374\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3374 size-full\" title=\"\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u6d3b\u7528\u4f8b\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-4.jpg\" alt=\"\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u6d3b\u7528\u4f8b\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-4.jpg 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2026\/01\/tich-hop-co-so-du-lieu-4-300x200.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-3374\" class=\"wp-caption-text\">\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u6d3b\u7528\u4f8b<\/figcaption><\/figure>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0 (Data Mining):<\/b><span style=\"font-weight: 400;\"> \u7d71\u5408\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u5909\u6570\u9593\u306e\u96a0\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u3092\u898b\u3064\u3051\u51fa\u3057\u307e\u3059\u3002\u4f8b\uff1a\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u4e0d\u6b63\u5229\u7528\u306e\u691c\u77e5\u3084\u3001\u7e41\u5fd9\u671f\u306b\u304a\u3051\u308b\u9867\u5ba2\u306e\u8cfc\u8cb7\u30c8\u30ec\u30f3\u30c9\u306e\u4e88\u6e2c\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9 (Data Warehousing):<\/b><span style=\"font-weight: 400;\"> \u7d71\u5408\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u69cb\u7bc9\u306e\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u81a8\u5927\u306a\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u5834\u6240\u3067\u3042\u308a\u3001\u65e5\u5e38\u306e\u696d\u52d9\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u59a8\u3052\u308b\u3053\u3068\u306a\u304f\u3001\u8fc5\u901f\u306a\u60c5\u5831\u62bd\u51fa\u306e\u305f\u3081\u306b\u79d1\u5b66\u7684\u306b\u7d44\u7e54\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9 (BI):<\/b><span style=\"font-weight: 400;\"> Tableau\u3084Power BI\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u306f\u3001\u30af\u30ea\u30fc\u30f3\u306b\u7d71\u5408\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u3042\u3063\u3066\u521d\u3081\u3066\u305d\u306e\u771f\u4fa1\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u76f4\u611f\u7684\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u901a\u3058\u3066\u3001\u7d4c\u55b6\u8005\u306f\u4f01\u696d\u306e\u72b6\u6cc1\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E7%B5%B1%E5%90%88%E5%B0%8E%E5%85%A5%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8B%E8%AA%B2%E9%A1%8C\"><\/span><b>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u5c0e\u5165\u306b\u304a\u3051\u308b\u8ab2\u984c<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u591a\u5927\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u56f0\u96e3\u3082\u4f34\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u306e\u54c1\u8cea:<\/b><span style=\"font-weight: 400;\"> \u300c\u30b4\u30df\u3092\u5165\u529b\u3059\u308c\u3070\u30b4\u30df\u304c\u51fa\u3066\u304f\u308b\uff08GIGO\uff09\u300d\u3002\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u306b\u8aa4\u308a\u304c\u3042\u308c\u3070\u3001\u7d71\u5408\u7d50\u679c\u306b\u4fa1\u5024\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u554f\u984c:<\/b><span style=\"font-weight: 400;\"> \u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u63a5\u7d9a\u3059\u308b\u3053\u3068\u306f\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306b\u5bfe\u3059\u308b\u6f5c\u5728\u7684\u306a\u8106\u5f31\u6027\u3092\u751f\u3080\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u91cf (\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf):<\/b><span style=\"font-weight: 400;\"> \u6bce\u65e5\u6570\u30c6\u30e9\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306b\u306f\u3001\u975e\u5e38\u306b\u5f37\u529b\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u304a\u3088\u3073\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a4\u30f3\u30d5\u30e9\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30b3\u30b9\u30c8:<\/b><span style=\"font-weight: 400;\"> \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3078\u306e\u6295\u8cc7\u3084\u9ad8\u5ea6\u306a\u4eba\u6750\u306e\u78ba\u4fdd\u306f\u3001\u4e2d\u5c0f\u4f01\u696d\u306b\u3068\u3063\u3066\u6c7a\u3057\u3066\u5c0f\u3055\u304f\u306a\u3044\u51fa\u8cbb\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 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