{"id":5857,"date":"2025-10-29T17:03:29","date_gmt":"2025-10-29T08:03:29","guid":{"rendered":"https:\/\/relasic.jp\/contents\/?post_type=column&#038;p=5857"},"modified":"2026-08-20T16:32:17","modified_gmt":"2026-08-20T07:32:17","slug":"what-is-a-bi-engineer","status":"publish","type":"column","link":"https:\/\/c202606.relasic.jp\/contents\/column\/what-is-a-bi-engineer\/","title":{"rendered":"BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\uff1f\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u6d3b\u8e8d\u3059\u308bBI\uff08\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff09\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u8ee2\u8077\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u3068\u30b9\u30ad\u30eb\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"lassic-supervisor-line\" style=\"margin:0 0 28px;font-size:13px;color:#6B7178;\">\u76e3\u4fee\u30fb\u7de8\u96c6\u8cac\u4efb\u8005\uff1a\u725b\u5c3e \u662d\u660c\uff08\u682a\u5f0f\u4f1a\u793eLASSIC 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href=\"#aioseo-h2-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306ebi\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554f\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306eBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554f<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-h2-\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-bi\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">BI\uff08Business 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class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u30c7\u30fc\u30bf\u3092\u305f\u3060\u96c6\u8a08\u3057\u3066\u773a\u3081\u308b\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u672c\u8cea\u306f\u3001<strong>\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u306b\u5c0e\u304f<\/strong>\u3053\u3068\u3067\u3059\u3002\u3044\u308f\u3070\u3001\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u5834\u3092\u3064\u306a\u3050\u300c\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u5c02\u9580\u5bb6\u300d\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u822c\u7684\u306aBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u5185\u5bb9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u30d3\u30b8\u30cd\u30b9\u90e8\u9580\u304b\u3089\u306e\u8981\u671b\u30d2\u30a2\u30ea\u30f3\u30b0<\/li>\n\n\n\n<li>\u5206\u6790\u7528\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a2d\u8a08\u3068\u69cb\u7bc9<\/li>\n\n\n\n<li>BI\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n<li>\u5206\u6790\u7d50\u679c\u306e\u5831\u544a\u3068\u6539\u5584\u63d0\u6848<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u55b6\u696d\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u3044\u3063\u305f\u4e8b\u696d\u90e8\u9580\u3068\u9023\u643a\u3057\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u58f2\u4e0a\u3092\u4f38\u3070\u3059\u305f\u3081\u306b\u4f55\u304c\u77e5\u308a\u305f\u3044\u304b\u300d<br>\u300c\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306e\u8ab2\u984c\u306f\u4f55\u304b\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3044\u3063\u305f\u30cb\u30fc\u30ba\u3092\u6df1\u304f\u7406\u89e3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001\u793e\u5185\u306b\u70b9\u5728\u3059\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u96c6\u3081\u3001\u5206\u6790\u3057\u3084\u3059\u3044\u5f62\u306b\u6574\u7406\u30fb\u52a0\u5de5\u3057\u3066\u300c\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u300d\u3068\u547c\u3070\u308c\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u5f8c\u3001\u5c02\u9580\u30c4\u30fc\u30eb\u3092\u99c6\u4f7f\u3057\u3001\u8ab0\u3082\u304c\u76f4\u611f\u7684\u306b\u72b6\u6cc1\u3092\u628a\u63e1\u3067\u304d\u308b\u30b0\u30e9\u30d5\u3084\u8868\uff08\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\uff09\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u6700\u7d42\u7684\u306b\u3001\u5206\u6790\u304b\u3089\u5f97\u3089\u308c\u305f\u6d1e\u5bdf\u3092\u95a2\u4fc2\u8005\u306b\u4f1d\u3048\u3001\u6b21\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u4fc3\u3059\u307e\u3067\u304c\u4e00\u9023\u306e\u5f79\u5272\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u3067\u306f\u3001Slack\u3084Zoom\u3068\u3044\u3063\u305f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u3001\u696d\u52d9\u3092\u5186\u6ed1\u306b\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-bi\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e74\u53ce\u5c06\u6765\u6027\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306e\u9055\u3044\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e74\u53ce\u30fb\u5c06\u6765\u6027\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306e\u9055\u3044<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3044\u3046\u30ad\u30e3\u30ea\u30a2\u3092\u9078\u629e\u3059\u308b\u4e0a\u3067\u3001\u6c17\u306b\u306a\u308b\u306e\u304c\u53ce\u5165\u3084\u5c06\u6765\u6027\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3088\u304f\u6bd4\u8f03\u3055\u308c\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306e\u9055\u3044\u3092\u660e\u78ba\u306b\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u3082\u3001\u5f8c\u6094\u3057\u306a\u3044\u8ee2\u8077\u306e\u305f\u3081\u306b\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e74\u53ce\u76f8\u5834\u304b\u3089\u3001\u5c06\u6765\u6027\u3001\u305d\u3057\u3066\u6df7\u540c\u3055\u308c\u304c\u3061\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306e\u5f79\u5272\u306e\u9055\u3044\u307e\u3067\u6398\u308a\u4e0b\u3052\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-bi\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e74\u53ce\u76f8\u5834\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e74\u53ce\u76f8\u5834<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c02\u9580\u6027\u304c\u6c42\u3081\u3089\u308c\u308bBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u4ed6\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\u8077\u3068\u6bd4\u8f03\u3057\u3066\u9ad8\u3044\u53ce\u5165\u304c\u671f\u5f85\u3067\u304d\u308b\u8077\u7a2e\u3067\u3042\u308a\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u6b63\u793e\u54e1\u6c42\u4eba\u3067\u3082\u540c\u69d8\u306e\u50be\u5411\u304c\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u64cd\u4f5c\u3059\u308bSQL\u306e\u30b9\u30ad\u30eb\u306f\u3082\u3061\u308d\u3093\u3001Python\u3092\u7528\u3044\u305f\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u3084\u3001AWS\u30fbGCP\u3068\u3044\u3063\u305f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u77e5\u8b58\u3092\u4f75\u305b\u6301\u3063\u3066\u3044\u308b\u3068\u3001\u5e02\u5834\u3067\u306e\u8a55\u4fa1\u306f\u4e00\u5c64\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u304c\u666e\u53ca\u3057\u305f\u3053\u3068\u3067\u3001\u5730\u65b9\u306b\u66ae\u3089\u3057\u306a\u304c\u3089\u90fd\u5e02\u90e8\u306e\u4f01\u696d\u304c\u63d0\u793a\u3059\u308b\u9ad8\u3044\u7d66\u4e0e\u6c34\u6e96\u306e\u6c42\u4eba\u306b\u5fdc\u52df\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u70b9\u306f\u3001\u5927\u304d\u306a\u9b45\u529b\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-bi\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5c06\u6765\u6027\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5c06\u6765\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5c06\u6765\u6027\u306f\u3001\u5ba2\u89b3\u7684\u306a\u30c7\u30fc\u30bf\u306b\u3082\u88cf\u4ed8\u3051\u3089\u308c\u3066\u304a\u308a\u3001\u975e\u5e38\u306b\u9ad8\u3044\u3068\u4e88\u6e2c\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001<a href=\"https:\/\/www.bls.gov\/ooh\/math\/data-scientists.htm\" target=\"_blank\" rel=\"noopener\" title=\"\">\u7c73\u56fd\u52b4\u50cd\u7d71\u8a08\u5c40\u306e\u8abf\u67fb<\/a>\u3067\u306f\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u300d\u306e\u96c7\u7528\u304c2024\u5e74\u304b\u30892034\u5e74\u306e10\u5e74\u9593\u306734%\u3082\u5897\u52a0\u3059\u308b\u3068\u4e88\u6e2c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u5f79\u5272\u3053\u305d\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u6271\u3046\u30b9\u30ad\u30eb\u3084\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u306b\u304a\u3044\u3066\u5bc6\u63a5\u306b\u9023\u643a\u3057\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5206\u6790\u3092\u884c\u3046\u305f\u3081\u306e\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u6574\u5099\u3059\u308b\u91cd\u8981\u306a\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f01\u696d\u306e\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08DX\uff09\u304c\u52a0\u901f\u3057\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u304c\u5f53\u305f\u308a\u524d\u306b\u306a\u3063\u305f\u73fe\u4ee3\u306b\u304a\u3044\u3066\u3001\u305d\u306e\u50be\u5411\u306f\u4eca\u5f8c\u3082\u7d9a\u304f\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5c06\u6765\u6027\u304c\u9ad8\u3044\u7406\u7531\u3011<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f01\u696d\u306eDX\u63a8\u9032\u306b\u4f34\u3046\u9700\u8981\u306e\u62e1\u5927<\/li>\n\n\n\n<li>\u696d\u754c\u3092\u554f\u308f\u306a\u3044\u666e\u904d\u7684\u306a\u6d3b\u8e8d\u306e\u5834<\/li>\n\n\n\n<li>AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u9023\u643a\u306b\u3088\u308b\u5f79\u5272\u306e\u9032\u5316<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306a\u3069\u591a\u5f69\u306a\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9<\/li>\n\n\n\n<li>\u6642\u4ee3\u306b\u5de6\u53f3\u3055\u308c\u306a\u3044\u5f37\u529b\u306a\u5c02\u9580\u6027<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30cd\u30b9\u306e\u529b\u306b\u5909\u3048\u308b\u5c02\u9580\u5bb6\u306f\u3001\u3082\u306f\u3084\u696d\u754c\u3092\u554f\u308f\u305a\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u5b58\u5728\u3067\u3059\u3002<a href=\"https:\/\/www.weforum.org\/publications\/the-future-of-jobs-report-2025\/digest\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u4e16\u754c\u7d4c\u6e08\u30d5\u30a9\u30fc\u30e9\u30e0\u306e\u5831\u544a\u66f8<\/a>\u3067\u306f\u3001\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u3084\u300c\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30fb\u30ea\u30c6\u30e9\u30b7\u30fc\u300d\u3068\u3044\u3063\u305f\u3001\u307e\u3055\u306bBI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u76f4\u7d50\u3059\u308b\u80fd\u529b\u304c\u3001\u6700\u3082\u6210\u9577\u3059\u308b\u30b9\u30ad\u30eb\u3068\u3057\u3066\u660e\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u304b\u3089\u306f\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u3068\u9023\u643a\u3057\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u672a\u6765\u4e88\u6e2c\u5206\u6790\u3092\u62c5\u3046\u5f79\u5272\u3082\u671f\u5f85\u3055\u308c\u308b\u3067\u3057\u3087\u3046\u3002BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u7d4c\u9a13\u3092\u7a4d\u3080\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u6226\u7565\u5168\u4f53\u3092\u7d71\u62ec\u3059\u308bCDO\uff08Chief Data Officer\uff09\u306e\u3088\u3046\u306a\u3001\u591a\u5f69\u306a\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u3082\u62d3\u3051\u3066\u3044\u307e\u3059\u3002\u5909\u5316\u306e\u901f\u3044\u6642\u4ee3\u3067\u3082\u4fa1\u5024\u3092\u767a\u63ee\u3057\u7d9a\u3051\u3089\u308c\u308b\u3001\u5f37\u529b\u306a\u5c02\u9580\u8077\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-bi\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u9055\u3044\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u9055\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u3069\u3061\u3089\u3082\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5c02\u9580\u8077\u3067\u3059\u304c\u3001\u5f79\u5272\u3068\u76ee\u7684\u306b\u306f\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8868\uff1aBI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u6bd4\u8f03<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u9805\u76ee<\/strong><strong><\/strong><\/td><td><strong>BI\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong><strong><\/strong><\/td><td><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/strong><strong><\/strong><\/td><\/tr><tr><td>\u4e3b\u306a\u76ee\u7684<\/td><td>\u904e\u53bb\u304b\u3089\u73fe\u5728\u307e\u3067\u306e\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u3001\u73fe\u72b6\u3092\u628a\u63e1\u3059\u308b<\/td><td>\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u304b\u3089\u672a\u6765\u306e\u6570\u5024\u3092\u4e88\u6e2c\u3057\u3001\u65b0\u305f\u306a\u77e5\u898b\u3092\u767a\u898b\u3059\u308b<\/td><\/tr><tr><td>\u4e3b\u8981\u30b9\u30ad\u30eb<\/td><td>SQL\u3001DWH\/ETL\u3001BI\u30c4\u30fc\u30eb\uff08Tableau\u306a\u3069\uff09<\/td><td>\u7d71\u8a08\u5b66\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001Python\/R\u3001\u6570\u5b66<\/td><\/tr><tr><td>\u6642\u9593\u8ef8<\/td><td>\u904e\u53bb\u301c\u73fe\u5728<\/td><td>\u73fe\u5728\u301c\u672a\u6765<\/td><\/tr><tr><td>\u554f\u3044<\/td><td>\u300c\u4f55\u304c\u8d77\u304d\u305f\u306e\u304b\uff1f\u300d\u300c\u306a\u305c\u8d77\u304d\u305f\u306e\u304b\uff1f\u300d<\/td><td>\u300c\u6b21\u306b\u4f55\u304c\u8d77\u304d\u308b\u306e\u304b\uff1f\u300d\u300c\u3069\u3046\u3059\u308c\u3070\u6700\u9069\u5316\u3067\u304d\u308b\u304b\uff1f\u300d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e3b\u306a\u5f79\u5272\u306f\u3001<strong>\u300c\u904e\u53bb\u306b\u4f55\u304c\u8d77\u304d\u305f\u304b\u300d\u3092\u6b63\u78ba\u306b\u5206\u6790\u3057\u3001\u73fe\u5728\u306e\u30d3\u30b8\u30cd\u30b9\u72b6\u6cc1\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u53ef\u8996\u5316\u3059\u308b<\/strong>\u3053\u3068\u3067\u3059\u3002\u58f2\u4e0a\u30c7\u30fc\u30bf\u3084\u9867\u5ba2\u30c7\u30fc\u30bf\u306a\u3069\u3092\u5206\u6790\u57fa\u76e4\u306b\u7d71\u5408\u3057\u3001\u7d4c\u55b6\u5c64\u3084\u4e8b\u696d\u90e8\u304c\u8fc5\u901f\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066<strong>\u300c\u672a\u6765\u306b\u4f55\u304c\u8d77\u3053\u308b\u304b\u300d\u3092\u4e88\u6e2c\u3059\u308b<\/strong>\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u307e\u3059\u3002\u7d71\u8a08\u5b66\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u5206\u6790\u624b\u6cd5\u3092\u7528\u3044\u3066\u3001\u9700\u8981\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u305f\u308a\u3001\u9867\u5ba2\u306e\u5c06\u6765\u306e\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-bi\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u30b9\u30ad\u30eb5\u9078\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u30b9\u30ad\u30eb5\u9078<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u304f\u305f\u3081\u306b\u306f\u3001\u5c02\u9580\u77e5\u8b58\u306b\u52a0\u3048\u3066\u3001\u30ea\u30e2\u30fc\u30c8\u74b0\u5883\u306b\u9069\u5fdc\u3059\u308b\u305f\u3081\u306e\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u7279\u306b\u91cd\u8981\u3068\u306a\u308b\u4ee5\u4e0b\u306e\u30b9\u30ad\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u306e\u77e5\u8b58<\/li>\n\n\n\n<li>BI\u30c4\u30fc\u30eb\u306e\u7fd2\u5f97<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u7406\u89e3<\/li>\n\n\n\n<li>\u8ad6\u7406\u7684\u601d\u8003\u3068\u8ab2\u984c\u89e3\u6c7a\u80fd\u529b<\/li>\n\n\n\n<li>\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30b9\u30ad\u30eb1\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u306e\u77e5\u8b58\">\u3010\u30b9\u30ad\u30eb1\u3011\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u306e\u77e5\u8b58<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u571f\u53f0\u3068\u306a\u308b\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u306e\u30b9\u30ad\u30eb\u306f\u3001\u73fe\u5728\u306e\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306e\u5b9f\u614b\u3092\u53cd\u6620\u3057\u3066\u3001<strong>\u30af\u30e9\u30a6\u30c9\u306e\u77e5\u8b58\u304c\u524d\u63d0<\/strong>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dcf\u52d9\u7701\u306e\u8abf\u67fb\u3067\u306f\u3001<strong>\u65e5\u672c\u4f01\u696d\u306e\u7d048\u5272\u304c\u4f55\u3089\u304b\u306e\u5f62\u3067\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u308b<\/strong>\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u3082\u30af\u30e9\u30a6\u30c9\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"579\" src=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image2-1024x579.png\" alt=\"\" class=\"wp-image-5862\" style=\"width:730px\" srcset=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image2-1024x579.png 1024w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image2-300x169.png 300w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image2-768x434.png 768w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image2-1536x868.png 1536w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image2.png 1816w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-small-font-size wp-block-paragraph\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.joho-gakushu.or.jp\/dx\/pdf\/data\/data_010.pdf\" target=\"_blank\" rel=\"noopener\" title=\"\">\u4ee4\u548c\uff15\u5e74\u901a\u4fe1\u5229\u7528\u52d5\u5411\u8abf\u67fb\u306e\u7d50\u679c<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u52d5\u5411\u306b\u52a0\u3048\u3066\u3001BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u4ee5\u4e0b\u306e\u6280\u8853\u3084\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8868\uff1a\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u306b\u95a2\u3059\u308b\u6280\u8853\u30fb\u30c4\u30fc\u30eb<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u5206\u985e<\/strong><strong><\/strong><\/td><td><strong>\u6280\u8853\u30fb\u30b5\u30fc\u30d3\u30b9<\/strong><strong><\/strong><\/td><td><strong>\u76ee\u7684\u30fb\u7528\u9014<\/strong><strong><\/strong><\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a00\u8a9e<\/td><td>SQL<\/td><td>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u62bd\u51fa\u3001\u96c6\u8a08\u3001\u52a0\u5de5<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9<\/td><td><a href=\"https:\/\/aws.amazon.com\/jp\/redshift\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Amazon Redshift<\/a><br><a href=\"https:\/\/cloud.google.com\/bigquery?hl=ja\" target=\"_blank\" rel=\"noopener\" title=\"\">Google BigQuery<\/a><br><a href=\"https:\/\/www.snowflake.com\/ja\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Snowflake<\/a><\/td><td>\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u3001\u9ad8\u901f\u306a\u96c6\u8a08\u30fb\u5206\u6790<\/td><\/tr><tr><td>ETL\/ELT\u30c4\u30fc\u30eb<\/td><td><a href=\"https:\/\/trocco.io\/\" target=\"_blank\" rel=\"noopener\" title=\"\">trocco<\/a><br><a href=\"https:\/\/www.hulft.com\/software\/dataspider\" target=\"_blank\" rel=\"noopener\" title=\"\">DataSpider<\/a><br><a href=\"https:\/\/www.talend.com\/jp\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Talend<\/a><\/td><td>\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3001\u5909\u63db\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u66f8\u304d\u51fa\u3057<\/td><\/tr><tr><td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e<\/td><td>Python (Pandas, NumPy)<\/td><td>\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u52a0\u5de5\u3001\u7d71\u8a08\u51e6\u7406\u3001\u6a5f\u68b0\u5b66\u7fd2\u9023\u643a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u3001\u30c7\u30fc\u30bf\u3092\u81ea\u5728\u306b\u6271\u3046\u6280\u8853\u306f\u5168\u3066\u306e\u696d\u52d9\u306e\u571f\u53f0\u3067\u3059\u3002\u7279\u306b\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u8a00\u8a9e\u3067\u3042\u308b<strong>SQL\u306f\u8aad\u307f\u66f8\u304d\u304c\u3067\u304d\u3066\u5f53\u7136\u306e\u5fc5\u9808\u30b9\u30ad\u30eb<\/strong>\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u308c\u306b\u52a0\u3048\u3066\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u7ba1\u30fb\u6574\u7406\u3057\u3066\u304a\u304f\u305f\u3081\u306e\u300c\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff08DWH\uff09\u300d\u3084\u3001\u5206\u6790\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u300c\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u300d\u3092\u8a2d\u8a08\u30fb\u69cb\u7bc9\u3059\u308b\u77e5\u8b58\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd1\u5e74\u306e\u6c42\u4eba\u3067\u306f\u3001Amazon Redshift\u3084Google BigQuery\u3068\u3044\u3063\u305f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u4e0a\u3067\u3001\u3053\u308c\u3089\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u30fb\u904b\u7528\u3067\u304d\u308b\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30b9\u30ad\u30eb2bi\u30c4\u30fc\u30eb\u306e\u7fd2\u5f97\">\u3010\u30b9\u30ad\u30eb2\u3011BI\u30c4\u30fc\u30eb\u306e\u7fd2\u5f97<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5c0e\u304d\u51fa\u3059\u305f\u3081\u306b\u7fd2\u5f97\u3059\u3079\u304d\u4ee3\u8868\u7684\u306aBI\u30c4\u30fc\u30eb\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8868\uff1a\u4ee3\u8868\u7684\u306aBI\u30c4\u30fc\u30eb<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u30c4\u30fc\u30eb\u540d<\/strong><strong><\/strong><\/td><td><strong>\u7279\u5fb4<\/strong><strong><\/strong><\/td><\/tr><tr><td><a href=\"https:\/\/www.tableau.com\/ja-jp\" target=\"_blank\" rel=\"noopener\" title=\"\">Tableau<\/a><\/td><td>\u30fb\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u76f4\u611f\u7684\u306a\u64cd\u4f5c<br>\u30fb\u8868\u73fe\u529b\u8c4a\u304b\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<br>\u30fb\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3067\u3082\u9ad8\u901f\u306b\u51e6\u7406\u3067\u304d\u308b<\/td><\/tr><tr><td><a href=\"https:\/\/www.microsoft.com\/ja-jp\/power-platform\/products\/power-bi\" target=\"_blank\" rel=\"noopener\" title=\"\">Power BI<\/a><\/td><td>\u30fbExcel\u611f\u899a\u3067\u4f7f\u3048\u308b\u308f\u304b\u308a\u3084\u3059\u3044UI<br>\u30fbMicrosoft\u88fd\u54c1\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a<br>\u30fb\u6bd4\u8f03\u7684\u5b89\u4fa1\u306a\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528<\/td><\/tr><tr><td><a href=\"https:\/\/cloud.google.com\/looker-studio?hl=ja\" target=\"_blank\" rel=\"noopener\" title=\"\">Looker (Looker Studio)<\/a><\/td><td>\u30fbGoogle Cloud\u3068\u306e\u9ad8\u3044\u89aa\u548c\u6027<br>\u30fbLookML\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u518d\u5229\u7528\u6027<br>\u30fbWeb\u30d9\u30fc\u30b9\u3067\u52d5\u4f5c\u3057\u5171\u6709\u304c\u5bb9\u6613<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u3092\u5206\u6790\u30fb\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306eBI\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u80fd\u529b\u306f\u5f53\u7136\u306a\u304c\u3089\u91cd\u8981\u3067\u3059\u3002\u5358\u306b\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3067\u304d\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3001\u300c\u3069\u306e\u3088\u3046\u306a\u898b\u305b\u65b9\u3092\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u304c\u6301\u3064\u610f\u5473\u3092\u6700\u3082\u52b9\u679c\u7684\u306b\u4f1d\u3048\u3089\u308c\u308b\u304b\u300d\u3092\u8003\u3048\u3001\u305d\u308c\u3092\u5f62\u306b\u3059\u308b\u30b9\u30ad\u30eb\u304cBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8155\u306e\u898b\u305b\u6240\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee3\u8868\u7684\u306aBI\u30c4\u30fc\u30eb\uff08Tableau, Power BI\uff09\u306e\u7fd2\u5f97<\/li>\n\n\n\n<li>\u76ee\u7684\u306b\u5fdc\u3058\u305f\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u80fd\u529b<\/li>\n\n\n\n<li>\u793a\u5506\u306b\u5bcc\u3093\u3060\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u8a2d\u8a08\u30fb\u4f5c\u6210\u30b9\u30ad\u30eb<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u8868\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308bTableau\u3001Power BI\u3001Looker\uff08\u73feLooker Studio\uff09\u306a\u3069\u306e\u3046\u3061\u3001<strong>\u6700\u4f4e\u3067\u3082\u4e00\u3064\u306f\u5b9f\u52d9\u30ec\u30d9\u30eb\u3067\u6271\u3048\u308b<\/strong>\u3088\u3046\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u591a\u304f\u306e\u6c42\u4eba\u3067\u3001\u3044\u305a\u308c\u304b\u306e\u30c4\u30fc\u30eb\u306e\u5229\u7528\u7d4c\u9a13\u304c\u5fdc\u52df\u6761\u4ef6\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30b9\u30ad\u30eb3\u30af\u30e9\u30a6\u30c9\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u7406\u89e3\"> \u3010\u30b9\u30ad\u30eb3\u3011\u30af\u30e9\u30a6\u30c9\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u7406\u89e3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u8fd1\u3067\u306f\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u3067\u306f\u306a\u304f\u3001AWS\u30fbGCP\u30fbAzure\u3068\u3044\u3063\u305f\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u696d\u52d9\u3092\u884c\u3046\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8868\uff1a\u4e3b\u8981\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u30b5\u30fc\u30d3\u30b9\u540d<\/strong><strong><\/strong><\/td><td><strong>\u7279\u5fb4<\/strong><strong><\/strong><\/td><\/tr><tr><td>Amazon Web Services (AWS)<\/td><td>\u4e16\u754c\u30b7\u30a7\u30a2\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u3002\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u306b\u5229\u7528\u3055\u308c\u308bAmazon Redshift\u3084S3\u306a\u3069\u3001\u30b5\u30fc\u30d3\u30b9\u304c\u8c4a\u5bcc\u3067\u591a\u304f\u306e\u4f01\u696d\u3067\u63a1\u7528\u5b9f\u7e3e\u304c\u3042\u308b\u3002<\/td><\/tr><tr><td>Microsoft Azure<\/td><td>Windows Server\u3084Microsoft 365\u306a\u3069\u3001\u4ed6\u306eMicrosoft\u88fd\u54c1\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u3044\u3002\u5927\u4f01\u696d\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u8c4a\u5bcc\u3002<\/td><\/tr><tr><td>Google Cloud (GCP)<\/td><td>\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u53ef\u80fd\u306aBigQuery\u3084\u3001Looker Studio\u3068\u306e\u9023\u643a\u306a\u3069\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3068\u6a5f\u68b0\u5b66\u7fd2\u5206\u91ce\u306b\u5f37\u307f\u3092\u6301\u3064\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306b\u95a2\u3059\u308b\u57fa\u672c\u7684\u306a\u77e5\u8b58\u306f\u3001\u591a\u304f\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6c42\u4eba\u3067\u524d\u63d0\u6761\u4ef6\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u4f01\u696d\u306e\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u793e\u5916\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304b\u3089\u6271\u3046\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3078\u306e\u9ad8\u3044\u610f\u8b58\u3082\u540c\u69d8\u306b\u91cd\u8981\u3067\u3059\u3002\u60c5\u5831\u6f0f\u6d29\u306a\u3069\u306e\u30ea\u30b9\u30af\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u3001\u5b89\u5168\u306b\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306e\u77e5\u8b58\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u74b0\u5883\u3067\u50cd\u304f\u4e0a\u3067\u306e\u4fe1\u983c\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e3b\u8981\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\uff08AWS, GCP, Azure\uff09\u306e\u57fa\u672c\u77e5\u8b58<\/li>\n\n\n\n<li>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u95a2\u3059\u308b\u57fa\u790e\u7684\u306a\u7406\u89e3<\/li>\n\n\n\n<li>\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u9ad8\u3044\u30ea\u30c6\u30e9\u30b7\u30fc<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30b9\u30ad\u30eb4\u8ad6\u7406\u7684\u601d\u8003\u3068\u8ab2\u984c\u89e3\u6c7a\u80fd\u529b\">\u3010\u30b9\u30ad\u30eb4\u3011\u8ad6\u7406\u7684\u601d\u8003\u3068\u8ab2\u984c\u89e3\u6c7a\u80fd\u529b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u3001\u76ee\u306e\u524d\u306e\u30c7\u30fc\u30bf\u304b\u3089\u4f55\u304c\u8a00\u3048\u308b\u306e\u304b\u3092\u8ad6\u7406\u7684\u306b\u8003\u3048\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u306b\u5c0e\u304f\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u539f\u56e0\u306e\u7279\u5b9a<\/li>\n\n\n\n<li>\u4eee\u8aac\u306e\u69cb\u7bc9\u3068\u691c\u8a3c\u306e\u30b5\u30a4\u30af\u30eb<\/li>\n\n\n\n<li>\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3078\u306e\u6df1\u3044\u6d1e\u5bdf<\/li>\n\n\n\n<li>\u81ea\u5f8b\u7684\u306a\u554f\u984c\u89e3\u6c7a\u306e\u5b9f\u884c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u306f\u3001\u4e0a\u53f8\u3084\u540c\u50da\u306b\u3059\u3050\u306b\u76f8\u8ac7\u3067\u304d\u306a\u3044\u5834\u9762\u3082\u5897\u3048\u308b\u305f\u3081\u3001<strong>\u81ea\u5f8b\u7684\u306b\u554f\u984c\u306e\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3001\u89e3\u6c7a\u7b56\u3092\u8003\u3048\u3066\u5b9f\u884c\u3059\u308b\u80fd\u529b<\/strong>\u304c\u4e00\u5c64\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u306a\u305c\uff1f\u300d\u3092\u7e70\u308a\u8fd4\u3057\u3001\u30c7\u30fc\u30bf\u306e\u88cf\u5074\u306b\u3042\u308b\u672c\u8cea\u3092\u898b\u629c\u304f\u63a2\u6c42\u5fc3\u304c\u3001BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u4fa1\u5024\u3092\u9ad8\u3081\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30b9\u30ad\u30eb5\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\">\u3010\u30b9\u30ad\u30eb5\u3011\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u610f\u5916\u306b\u601d\u308f\u308c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u7279\u306bBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u4ed6\u90e8\u9580\u306e\u62c5\u5f53\u8005\u304b\u3089\u8981\u671b\u3092\u6b63\u78ba\u306b\u805e\u304d\u51fa\u3059\u30d2\u30a2\u30ea\u30f3\u30b0\u80fd\u529b\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u5426\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5206\u6790\u7d50\u679c\u3092\u5c02\u9580\u7528\u8a9e\u3092\u4f7f\u308f\u305a\u306b\u3001\u8ab0\u306b\u3067\u3082\u5206\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3059\u308b\u529b\u3082\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u9854\u304c\u898b\u3048\u306a\u3044\u30c6\u30ad\u30b9\u30c8\u3067\u306e\u3084\u308a\u53d6\u308a\u304c\u4e2d\u5fc3\u3060\u304b\u3089\u3053\u305d\u3001\u76f8\u624b\u306e\u610f\u56f3\u3092\u6b63\u78ba\u306b\u6c72\u307f\u53d6\u308a\u3001<strong>\u81ea\u5206\u306e\u8003\u3048\u3092\u8aa4\u89e3\u306a\u304f\u4f1d\u3048\u308b\u4e01\u5be7\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong>\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5186\u6ed1\u306b\u9032\u3081\u308b\u4e0a\u3067\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ed6\u90e8\u9580\u306e\u8981\u6c42\u3092\u6b63\u78ba\u306b\u5f15\u304d\u51fa\u3059\u30d2\u30a2\u30ea\u30f3\u30b0\u80fd\u529b<\/li>\n\n\n\n<li>\u5c02\u9580\u77e5\u8b58\u3092\u304b\u307f\u7815\u3044\u3066\u8aac\u660e\u3059\u308b\u8a00\u8a9e\u5316\u80fd\u529b<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u8868\u73fe\u529b<\/li>\n\n\n\n<li>\u5186\u6ed1\u306a\u4eba\u9593\u95a2\u4fc2\u3092\u7bc9\u304f\u305f\u3081\u306e\u8abf\u6574\u529b<\/li>\n\n\n\n<li>\u80fd\u52d5\u7684\u306a\u60c5\u5831\u5171\u6709\u306e\u59ff\u52e2<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067bi\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u304f5\u3064\u306e\u30e1\u30ea\u30c3\u30c8\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u304f5\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u50cd\u304f\u3053\u3068\u306b\u306f\u3001\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306f\u5358\u306b\u300c\u697d\u3060\u304b\u3089\u300d\u3068\u3044\u3046\u7406\u7531\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30ad\u30e3\u30ea\u30a2\u3068\u4eba\u751f\u3092\u3001\u3088\u308a\u8c4a\u304b\u306b\u3059\u308b\u305f\u3081\u306e\u9078\u629e\u80a2\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u50cd\u304f\u30e1\u30ea\u30c3\u30c8\u3092\u4ee5\u4e0b\u306e\u5185\u5bb9\u3067\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u50cd\u304f\u5834\u6240\u306e\u81ea\u7531\u5ea6\u304c\u9ad8\u3044<\/li>\n\n\n\n<li>\u901a\u52e4\u6642\u9593\u304c\u306a\u3044\u5206\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u304c\u5145\u5b9f<\/li>\n\n\n\n<li>\u96c6\u4e2d\u3057\u3084\u3059\u3044\u74b0\u5883\u3092\u81ea\u5206\u3067\u4f5c\u308c\u308b<\/li>\n\n\n\n<li>\u5168\u56fd\u30fb\u5168\u4e16\u754c\u306e\u4f01\u696d\u304c\u8ee2\u8077\u5148\u306e\u5019\u88dc\u306b\u306a\u308b<\/li>\n\n\n\n<li>\u30b9\u30ad\u30eb\u6b21\u7b2c\u3067\u9ad8\u3044\u53ce\u5165\u3092\u76ee\u6307\u305b\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30e1\u30ea\u30c3\u30c81\u50cd\u304f\u5834\u6240\u306e\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\">\u3010\u30e1\u30ea\u30c3\u30c81\u3011\u50cd\u304f\u5834\u6240\u306e\u81ea\u7531\u5ea6\u304c\u9ad8\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u4f55\u3068\u8a00\u3063\u3066\u3082\u50cd\u304f\u5834\u6240\u3092\u81ea\u5206\u3067\u9078\u3079\u308b\u81ea\u7531\u5ea6\u306e\u9ad8\u3055\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c6\u30ec\u30ea\u30e2\u7dcf\u7814\u306e\u8abf\u67fb\u3067\u306f\u3001\u30c6\u30ec\u30ef\u30fc\u30af\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u306668.9%\u306e\u4eba\u304c\u300c\u901a\u52e4\u3067\u306e\u30b9\u30c8\u30ec\u30b9\u304c\u306a\u304f\u306a\u3063\u305f\u300d\u3053\u3068\u3092\u6319\u3052\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u4eba\u304c\u5834\u6240\u306b\u7e1b\u3089\u308c\u306a\u3044\u50cd\u304d\u65b9\u306e\u6069\u6075\u3092\u5b9f\u611f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"597\" src=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image3-1024x597.png\" alt=\"\" class=\"wp-image-5860\" style=\"width:730px\" srcset=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image3-1024x597.png 1024w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image3-300x175.png 300w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image3-768x448.png 768w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image3-1536x895.png 1536w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image3.png 1822w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.lassic.co.jp\/teleremo\/%E3%80%902024%E5%B9%B4%E5%BA%A6%E7%89%88%E3%80%91%E3%83%86%E3%83%AC%E3%83%AF%E3%83%BC%E3%82%AF%E3%81%AE%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88%E3%83%BB%E3%83%87%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u30102024\u5e74\u5ea6\u7248\u3011\u30c6\u30ec\u30ef\u30fc\u30af\u306e\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u306f\uff1f | \u30c6\u30ec\u30ea\u30e2\u7dcf\u7814<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u696d\u52d9\u306b\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u6539\u4fee\u3084\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306a\u3069\u3001\u6df1\u304f\u96c6\u4e2d\u3057\u3066\u53d6\u308a\u7d44\u3080\u3079\u304d\u4f5c\u696d\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002\u901a\u52e4\u304c\u306a\u304f\u306a\u308b\u3053\u3068\u3067\u751f\u307e\u308c\u305f\u6642\u9593\u3092\u3001\u3053\u3046\u3057\u305f\u307e\u3068\u307e\u3063\u305f\u6642\u9593\u304c\u5fc5\u8981\u306a\u30bf\u30b9\u30af\u306b\u518d\u914d\u5206\u3067\u304d\u308b\u305f\u3081\u3001\u751f\u7523\u6027\u306e\u5411\u4e0a\u306b\u3082\u76f4\u7d50\u3059\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5730\u5143\u3067\u306e\u66ae\u3089\u3057\u3092\u7d9a\u3051\u306a\u304c\u3089\u3001\u3042\u308b\u3044\u306f\u597d\u304d\u306a\u8857\u306b\u79fb\u4f4f\u3057\u306a\u304c\u3089\u3067\u3082\u3001\u90fd\u5e02\u90e8\u306e\u4f01\u696d\u306e\u6c42\u4eba\u306b\u5fdc\u52df\u3067\u304d\u307e\u3059\u3002\u30ad\u30e3\u30ea\u30a2\u3092\u8ae6\u3081\u308b\u3053\u3068\u306a\u304f\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb\u3092\u8ffd\u6c42\u3067\u304d\u308b\u70b9\u306f\u3001\u5927\u304d\u306a\u9b45\u529b\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30e1\u30ea\u30c3\u30c82\u901a\u52e4\u6642\u9593\u304c\u306a\u3044\u5206\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u304c\u5145\u5b9f\">\u3010\u30e1\u30ea\u30c3\u30c82\u3011\u901a\u52e4\u6642\u9593\u304c\u306a\u3044\u5206\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u304c\u5145\u5b9f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bce\u65e5\u306e\u901a\u52e4\u306b\u304b\u3051\u3066\u3044\u305f\u6642\u9593\u3092\u3001\u81ea\u5206\u306e\u305f\u3081\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u5f80\u5fa9\u30672\u6642\u9593\u306e\u901a\u52e4\u6642\u9593\u304c\u306a\u304f\u306a\u308c\u3070\u30011\u5e74\u9593\u3067\u7d04500\u6642\u9593\u3082\u306e\u6642\u9593\u304c\u751f\u307e\u308c\u307e\u3059\u3002\u305d\u306e\u6642\u9593\u3092\u4f7f\u3063\u3066\u3001\u65b0\u3057\u3044\u30b9\u30ad\u30eb\u306e\u5b66\u7fd2\u306b\u52b1\u3093\u3060\u308a\u3001\u8da3\u5473\u306b\u6ca1\u982d\u3057\u305f\u308a\u3001\u5bb6\u65cf\u3068\u904e\u3054\u3059\u6642\u9593\u3092\u5897\u3084\u3057\u305f\u308a\u3068\u3001\u4eba\u751f\u306e\u8cea\u3092\u5927\u304d\u304f\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ed5\u4e8b\u3068\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u306e\u4e21\u65b9\u3092\u5927\u5207\u306b\u3057\u305f\u3044\u4eba\u306b\u3068\u3063\u3066\u3082\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306f\u6700\u9069\u306a\u9078\u629e\u80a2<\/strong>\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30e1\u30ea\u30c3\u30c83\u96c6\u4e2d\u3057\u3084\u3059\u3044\u74b0\u5883\u3092\u81ea\u5206\u3067\u4f5c\u308c\u308b\">\u3010\u30e1\u30ea\u30c3\u30c83\u3011\u96c6\u4e2d\u3057\u3084\u3059\u3044\u74b0\u5883\u3092\u81ea\u5206\u3067\u4f5c\u308c\u308b<\/h3>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u30c6\u30ec\u30ea\u30e2\u7dcf\u7814\u306e\u8abf\u67fb\u3067\u306f\u3001\u7279\u306b30\u4ee3\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30ab\u30fc\u306b\u304a\u3044\u3066\u300c\u81ea\u5206\u306e\u4ed5\u4e8b\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u300d\u3068\u3044\u3046\u58f0\u304c\u30e1\u30ea\u30c3\u30c8\u306e\u4e0a\u4f4d\u306b\u6319\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"604\" src=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image4-1024x604.png\" alt=\"\" class=\"wp-image-5859\" style=\"width:730px\" srcset=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image4-1024x604.png 1024w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image4-300x177.png 300w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image4-768x453.png 768w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image4-1536x906.png 1536w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image4.png 1818w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.lassic.co.jp\/teleremo\/%E3%83%AA%E3%83%A2%E3%83%BC%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF%E3%81%A7%E4%B8%8A%E5%8F%B8%E3%81%A8%E9%83%A8%E4%B8%8B%E3%81%AE%E9%96%A2%E4%BF%82%E3%81%AF%E3%81%A9%E3%81%AE%E3%82%88%E3%81%86%E3%81%AB\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u4e0a\u53f8\u3068\u90e8\u4e0b\u306e\u95a2\u4fc2\u306f\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3057\u305f\uff01\uff1f | \u30c6\u30ec\u30ea\u30e2\u7dcf\u7814<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u77e5\u3084\u96d1\u8ac7\u3068\u3044\u3063\u305f\u30ce\u30a4\u30ba\u304c\u6e1b\u308b\u3053\u3068\u3067\u3001<strong>ETL\u51e6\u7406\u306e\u691c\u8a3c\u3084\u8907\u96d1\u306a\u96c6\u8a08\u30ed\u30b8\u30c3\u30af\u306e\u6574\u5408\u6027\u78ba\u8a8d\u3068\u3044\u3063\u305f\u7cbe\u5bc6\u306a\u4f5c\u696d\u306b\u6ca1\u982d\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5b85\u3084\u8fd1\u6240\u306e\u30ab\u30d5\u30a7\u306a\u3069\u3001\u81ea\u5206\u304c\u6700\u3082\u751f\u7523\u6027\u3092\u9ad8\u3081\u3089\u308c\u308b\u74b0\u5883\u3092\u81ea\u7531\u306b\u69cb\u7bc9\u3067\u304d\u308b\u306e\u306f\u3001\u8cea\u306e\u9ad8\u3044\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u6c42\u3081\u3089\u308c\u308bBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30e1\u30ea\u30c3\u30c84\u5168\u56fd\u5168\u4e16\u754c\u306e\u4f01\u696d\u304c\u8ee2\u8077\u5148\u306e\u5019\u88dc\u306b\u306a\u308b\">\u3010\u30e1\u30ea\u30c3\u30c84\u3011\u5168\u56fd\u30fb\u5168\u4e16\u754c\u306e\u4f01\u696d\u304c\u8ee2\u8077\u5148\u306e\u5019\u88dc\u306b\u306a\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u307e\u3067\u306e\u8ee2\u8077\u6d3b\u52d5\u3067\u306f\u3001\u3069\u3046\u3057\u3066\u3082\u901a\u3048\u308b\u7bc4\u56f2\u306b\u3042\u308b\u4f01\u696d\u3057\u304b\u9078\u629e\u80a2\u306b\u5165\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u304c\u524d\u63d0\u3068\u306a\u308c\u3070\u3001\u305d\u306e\u5236\u7d04\u306f\u4e00\u6c17\u306b\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e5\u672c\u5168\u56fd\u3001\u3055\u3089\u306b\u306f\u6642\u5dee\u306e\u554f\u984c\u3055\u3048\u30af\u30ea\u30a2\u3067\u304d\u308c\u3070\u6d77\u5916\u306e\u4f01\u696d\u307e\u3067\u3001\u3042\u306a\u305f\u306e\u30b9\u30ad\u30eb\u3092\u6c42\u3081\u3066\u3044\u308b\u5168\u3066\u306e\u6c42\u4eba\u304c\u8ee2\u8077\u5148\u306e\u5019\u88dc\u3068\u306a\u308a\u307e\u3059\u3002<strong>\u7269\u7406\u7684\u306a\u8ddd\u96e2\u306b\u7e1b\u3089\u308c\u305a\u3001\u81ea\u5206\u306e\u30ad\u30e3\u30ea\u30a2\u306b\u3068\u3063\u3066\u6700\u3082\u9b45\u529b\u7684\u306a\u74b0\u5883\u3092\u9078\u3079\u308b<\/strong>\u3053\u3068\u306f\u3001\u8a08\u308a\u77e5\u308c\u306a\u3044\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3093\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30e1\u30ea\u30c3\u30c85\u30b9\u30ad\u30eb\u6b21\u7b2c\u3067\u9ad8\u3044\u53ce\u5165\u3092\u76ee\u6307\u305b\u308b\">\u3010\u30e1\u30ea\u30c3\u30c85\u3011\u30b9\u30ad\u30eb\u6b21\u7b2c\u3067\u9ad8\u3044\u53ce\u5165\u3092\u76ee\u6307\u305b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5831\u916c\u306f\u3001\u30b9\u30ad\u30eb\u3084\u5b9f\u7e3e\u306b\u3088\u3063\u3066\u6c7a\u307e\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6c42\u4eba\u3067\u306f\u3001\u4f01\u696d\u5074\u3082\u5019\u88dc\u8005\u306e\u5c45\u4f4f\u5730\u3067\u306f\u306a\u304f\u3001\u7d14\u7c8b\u306a\u80fd\u529b\u3067\u8a55\u4fa1\u3059\u308b\u50be\u5411\u304c\u5f37\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001\u5730\u65b9\u5728\u4f4f\u3067\u3042\u3063\u3066\u3082\u3001\u9ad8\u3044\u30b9\u30ad\u30eb\u3092\u6301\u3063\u3066\u3044\u308c\u3070\u90fd\u5e02\u90e8\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u540c\u3058\u3001\u3042\u308b\u3044\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u9ad8\u3044\u5831\u916c\u3092\u5f97\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u6240\u3068\u3044\u3046\u5236\u7d04\u304c\u306a\u304f\u306a\u308b\u3053\u3068\u3067\u3001\u5e02\u5834\u4fa1\u5024\u304c\u6b63\u5f53\u306b\u8a55\u4fa1\u3055\u308c\u3001\u30b9\u30ad\u30eb\u3092\u78e8\u304f\u52aa\u529b\u304c\u53ce\u5165\u306b\u76f4\u7d50\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><strong><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067bi\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u304f2\u3064\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u304f2\u3064\u306e\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3061\u308d\u3093\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306f\u826f\u3044\u3053\u3068\u3070\u304b\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30e1\u30ea\u30c3\u30c8\u3092\u6700\u5927\u9650\u306b\u6d3b\u304b\u3059\u305f\u3081\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3092\u7406\u89e3\u3057\u3001\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u5fc3\u69cb\u3048\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30c7\u30e1\u30ea\u30c3\u30c81\u9ad8\u3044\u81ea\u5df1\u7ba1\u7406\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u308b\">\u3010\u30c7\u30e1\u30ea\u30c3\u30c81\u3011\u9ad8\u3044\u81ea\u5df1\u7ba1\u7406\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306f\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u4e00\u65b9\u3067\u3001\u30aa\u30d5\u30a3\u30b9\u52e4\u52d9\u4ee5\u4e0a\u306b\u30b7\u30d3\u30a2\u306a\u81ea\u5df1\u7ba1\u7406\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c6\u30ec\u30ea\u30e2\u7dcf\u7814\u306e\u8abf\u67fb\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u5fc5\u8981\u3068\u3055\u308c\u308b\u30b9\u30ad\u30eb\u3068\u3057\u3066\u300c\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u529b\uff0841.7%\uff09\u300d\u3084\u300c\u81ea\u5df1\u7ba1\u7406\u529b\uff0830.2%\uff09\u300d\u304c\u4e0a\u4f4d\u306b\u6319\u3052\u3089\u308c\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u4eba\u304c\u305d\u306e\u91cd\u8981\u6027\u3092\u8a8d\u8b58\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"700\" src=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image1-1024x700.png\" alt=\"\" class=\"wp-image-5861\" style=\"width:730px\" srcset=\"https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image1-1024x700.png 1024w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image1-300x205.png 300w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image1-768x525.png 768w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image1-1536x1049.png 1536w, https:\/\/relasic.jp\/contents\/assets\/2025\/10\/image1.png 1818w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-small-font-size wp-block-paragraph\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.lassic.co.jp\/teleremo\/%E3%83%AA%E3%83%A2%E3%83%BC%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF%E3%81%A8%E3%83%95%E3%83%AB%E5%87%BA%E7%A4%BE%E3%81%A7%E3%81%93%E3%82%93%E3%81%AA%E3%81%AB%E9%81%95%E3%81%86%EF%BC%81%EF%BC%9F\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068\u30d5\u30eb\u51fa\u793e\u3067\u3053\u3093\u306a\u306b\u9055\u3046\uff01\uff1f\u300c\u6c42\u3081\u3089\u308c\u308b\u80fd\u529b\u300d\u3092\u6bd4\u8f03\u8abf\u67fb\uff01 | \u30c6\u30ec\u30ea\u30e2\u7dcf\u7814<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u90e8\u7f72\u306e\u5229\u5bb3\u304c\u7d61\u3080\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9032\u3081\u308b\u5834\u9762\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u30ea\u30e2\u30fc\u30c8\u74b0\u5883\u3067\u306f\u3001\u305d\u3046\u3057\u305f<strong>\u696d\u52d9\u306e\u9032\u6357\u304c\u898b\u3048\u306b\u304f\u304f\u306a\u308b\u305f\u3081\u3001\u81ea\u3089\u8a08\u753b\u3092\u7acb\u3066\u3066\u9042\u884c\u3057\u3001\u5468\u56f2\u306b\u72b6\u6cc1\u3092\u7684\u78ba\u306b\u4f1d\u3048\u308b\u8cac\u4efb<\/strong>\u304c\u4e00\u5c64\u91cd\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ab0\u304b\u306e\u6307\u793a\u3092\u5f85\u3064\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u3089\u59cb\u696d\u304b\u3089\u7d42\u696d\u307e\u3067\u306e\u6642\u9593\u3092\u7ba1\u7406\u3057\u3001\u30bf\u30b9\u30af\u3092\u8a08\u753b\u7684\u306b\u3053\u306a\u3059\u81ea\u5f8b\u6027\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u81ea\u5df1\u7ba1\u7406\u80fd\u529b\u304c\u306a\u3044\u3068\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u6d3b\u304b\u305b\u305a\u3001\u304b\u3048\u3063\u3066\u6210\u679c\u304c\u51fa\u3057\u3065\u3089\u304f\u306a\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30c7\u30e1\u30ea\u30c3\u30c82\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u4e0d\u8db3\u3068\u5b64\u72ec\u611f\"> \u3010\u30c7\u30e1\u30ea\u30c3\u30c82\u3011\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u4e0d\u8db3\u3068\u5b64\u72ec\u611f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c6\u30ad\u30b9\u30c8\u3067\u306e\u3084\u308a\u53d6\u308a\u304c\u4e2d\u5fc3\u3068\u306a\u308b\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u306f\u3001\u5bfe\u9762\u3067\u306e\u4f1a\u8a71\u306b\u6bd4\u3079\u3066\u5fae\u5999\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u304c\u4f1d\u308f\u308a\u306b\u304f\u304b\u3063\u305f\u308a\u3001\u8a8d\u8b58\u306e\u9f5f\u9f6c\u304c\u751f\u307e\u308c\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u4f55\u6c17\u306a\u3044\u96d1\u8ac7\u304b\u3089\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u304c\u751f\u307e\u308c\u308b\u3088\u3046\u306a\u6a5f\u4f1a\u3082\u6e1b\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4eba\u3067\u9ed9\u3005\u3068\u4f5c\u696d\u3092\u7d9a\u3051\u308b\u6642\u9593\u304c\u5897\u3048\u308b\u305f\u3081\u3001\u4eba\u306b\u3088\u3063\u3066\u306f\u5b64\u72ec\u3092\u611f\u3058\u3084\u3059\u3044\u306e\u3082\u4e8b\u5b9f\u3067\u3059\u3002<strong>\u610f\u8b58\u7684\u306b\u96d1\u8ac7\u306e\u6642\u9593\u3092\u8a2d\u3051\u305f\u308a\u3001\u3053\u307e\u3081\u306b\u30d3\u30c7\u30aa\u901a\u8a71\u3067\u9854\u3092\u5408\u308f\u305b\u305f\u308a\u3068\u3001\u80fd\u52d5\u7684\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u53d6\u308a\u306b\u3044\u304f\u59ff\u52e2\u304c\u91cd\u8981<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306ebi\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u304f\u305f\u3081\u306e\u8ee2\u8077\u6226\u7565\"> \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306eBI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u304f\u305f\u3081\u306e\u8ee2\u8077\u6226\u7565<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/relasic.jp\/contents\/assets\/2025\/07\/07224-1024x559.png\" alt=\"\" class=\"wp-image-4922\" style=\"width:720px\" srcset=\"https:\/\/relasic.jp\/contents\/assets\/2025\/07\/07224-1024x559.png 1024w, https:\/\/relasic.jp\/contents\/assets\/2025\/07\/07224-300x164.png 300w, https:\/\/relasic.jp\/contents\/assets\/2025\/07\/07224-768x419.png 768w, https:\/\/relasic.jp\/contents\/assets\/2025\/07\/07224.png 1100w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u50cd\u304fBI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u8ee2\u8077\u3059\u308b\u305f\u3081\u306e\u6226\u7565\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u57fa\u790e\u77e5\u8b58\u3092\u7fd2\u5f97sql\u3068\u7d71\u8a08\u5b66\u3057\u3088\u3046\"> \u57fa\u790e\u77e5\u8b58\u3092\u7fd2\u5f97\uff08SQL\u3068\u7d71\u8a08\u5b66\uff09\u3057\u3088\u3046<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u306f\u3001BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u516c\u7528\u8a9e\u3068\u3082\u8a00\u3048\u308bSQL\u3068\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u8003\u3048\u65b9\u306e\u571f\u53f0\u3068\u306a\u308b\u7d71\u8a08\u5b66\u306e\u5b66\u7fd2\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002\u5177\u4f53\u7684\u306a\u5b66\u7fd2\u30b9\u30c6\u30c3\u30d7\u3092\u4ee5\u4e0b\u306e\u8868\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8868\uff1a\u57fa\u790e\u77e5\u8b58\u5b66\u7fd2\u306e3\u30b9\u30c6\u30c3\u30d7<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><strong><\/strong><\/td><td><strong>\u5b66\u7fd2\u5185\u5bb9<\/strong><strong><\/strong><\/td><td><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><strong><\/strong><\/td><\/tr><tr><td>STEP1<\/td><td>\u30fbSQL\u306e\u57fa\u672c\u6587\u6cd5\u3092\u899a\u3048\u308b <br>\u30fb\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\uff08SELECT\uff09\u306a\u3069\u57fa\u672c\u6587\u6cd5\u3092\u7fd2\u5f97<\/td><td>\u624b\u3092\u52d5\u304b\u3057\u3066SQL\u6587\u3092\u66f8\u304f\u3053\u3068\u306b\u6163\u308c\u308b<\/td><\/tr><tr><td>STEP2<\/td><td>\u30fb\u7d71\u8a08\u5b66\u306e\u57fa\u790e\u3092\u5b66\u3076 <br>\u30fb\u5e73\u5747\u5024\u3001\u4e2d\u592e\u5024\u306a\u3069\u57fa\u672c\u7528\u8a9e\u3068\u8003\u3048\u65b9\u3092\u7406\u89e3<\/td><td>\u6570\u5f0f\u306e\u6697\u8a18\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u6349\u3048\u308b\u611f\u899a\u3092\u990a\u3046<\/td><\/tr><tr><td>STEP3<\/td><td>\u30fb\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u3067\u5206\u6790\u3092\u8a66\u3059 <br>\u30fb\u516c\u958b\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306a\u3069\u3092\u5206\u6790<\/td><td>\u30fbSQL\u3068\u7d71\u8a08\u5b66\u306e\u77e5\u8b58\u3092\u5b9f\u969b\u306b\u4f7f\u3046<br> \u30fb\u81ea\u3089\u554f\u3044\u3092\u7acb\u3066\u3001\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u7df4\u7fd2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u77e5\u8b58\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u306b\u306f\u3001\u5b66\u7fd2\u30b5\u30a4\u30c8\u3084\u52d5\u753b\u6559\u6750\u3001\u66f8\u7c4d\u306e\u6d3b\u7528\u304c\u52b9\u7387\u7684\u3067\u3059\u3002<strong>\u30c7\u30fc\u30bf\u3068\u5bfe\u8a71\u3059\u308b\u305f\u3081\u306e\u571f\u53f0\u3092\u3057\u3063\u304b\u308a\u3068\u56fa\u3081\u308b\u3053\u3068<\/strong>\u304c\u3001\u305d\u306e\u5f8c\u306e\u30ad\u30e3\u30ea\u30a2\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002\u78ba\u5b9f\u306b\u7fd2\u5f97\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-bi\u30c4\u30fc\u30eb\u3092\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u3088\u3046\">BI\u30c4\u30fc\u30eb\u3092\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u3088\u3046<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u77e5\u8b58\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u3057\u305f\u3089\u3001\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u3066\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3059\u308b\u3053\u3068\u304c\u30b9\u30ad\u30eb\u7fd2\u5f97\u306e\u4e00\u756a\u306e\u8fd1\u9053\u3067\u3059\u3002\u524d\u8ff0\u3057\u305f<a href=\"https:\/\/www.tableau.com\/ja-jp\" target=\"_blank\" rel=\"noopener\" title=\"\">Tableau<\/a>\u3084<a href=\"https:\/\/www.microsoft.com\/ja-jp\/power-platform\/products\/power-bi\" target=\"_blank\" rel=\"noopener\" title=\"\">Power BI<\/a>\u3068\u3044\u3063\u305f\u4ee3\u8868\u7684\u306aBI\u30c4\u30fc\u30eb\u306b\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u300cTableau Public\u300d\u3084\u300cPower BI Desktop\u300d\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305a\u306f\u3053\u308c\u3089\u3092\u81ea\u8eab\u306ePC\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u7684\u306a\u5b66\u7fd2\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8868\uff1aBI\u30c4\u30fc\u30eb\u5b66\u7fd2\u306e3\u30b9\u30c6\u30c3\u30d7<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><strong><\/strong><\/td><td><strong>\u5185\u5bb9<\/strong><strong><\/strong><\/td><td><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><strong><\/strong><\/td><\/tr><tr><td>STEP1<\/td><td>\u7121\u6599\u7248\u30c4\u30fc\u30eb\u3092PC\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/td><td>\u516c\u5f0f\u30b5\u30a4\u30c8\u304b\u3089\u7121\u6599\u7248\u306eBI\u30c4\u30fc\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u5b8c\u4e86\u3055\u305b\u308b<\/td><\/tr><tr><td>STEP2<\/td><td>\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u57fa\u672c\u64cd\u4f5c\u3092\u899a\u3048\u308b<\/td><td>Kaggle\u3084\u653f\u5e9c\u7d71\u8a08\u306e\u7dcf\u5408\u7a93\u53e3\uff08e-Stat\uff09\u306a\u3069\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3001\u3042\u308b\u3044\u306f\u30c4\u30fc\u30eb\u306b\u4ed8\u5c5e\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\u3002 \u307e\u305a\u306f\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u68d2\u30b0\u30e9\u30d5\u3067\u8868\u793a\u3059\u308b\u3001\u5730\u57df\u5225\u306e\u9867\u5ba2\u6570\u3092\u5730\u56f3\u3067\u53ef\u8996\u5316\u3059\u308b\u306a\u3069\u3001\u57fa\u672c\u7684\u306a\u30b0\u30e9\u30d5\u4f5c\u6210\u306b\u6311\u6226\u3057\u3066\u307f\u308b\u3002<\/td><\/tr><tr><td>STEP3<\/td><td>\u81ea\u5206\u306a\u308a\u306e\u30c6\u30fc\u30de\u3067\u5206\u6790\u30fb\u53ef\u8996\u5316\u3092\u8a66\u3059<\/td><td>\u300c\u5e74\u4ee3\u5225\u306e\u4eba\u53e3\u69cb\u6210\u6bd4\u3092\u5186\u30b0\u30e9\u30d5\u3067\u8868\u73fe\u3059\u308b\u300d\u300c\u6c17\u8c61\u30c7\u30fc\u30bf\u304b\u3089\u6c17\u6e29\u3068\u58f2\u4e0a\u306e\u76f8\u95a2\u95a2\u4fc2\u3092\u63a2\u308b\u300d\u306a\u3069\u3001\u81ea\u5206\u306a\u308a\u306e\u4eee\u8aac\u3084\u30c6\u30fc\u30de\u3092\u8a2d\u5b9a\u3059\u308b\u3002 \u8a66\u884c\u932f\u8aa4\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u3001\u8907\u6570\u306e\u30b0\u30e9\u30d5\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210\u307e\u3067\u5b9f\u8df5\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6df1\u3044\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306b\u30c4\u30fc\u30eb\u3092\u89e6\u308b\u3053\u3068\u3067\u3001\u300c\u3053\u306e\u30c7\u30fc\u30bf\u3092\u898b\u305b\u305f\u3044\u6642\u306f\u68d2\u30b0\u30e9\u30d5\u304c\u6700\u9069\u3060\u306a\u300d\u300c\u30c7\u30fc\u30bf\u3092\u5730\u56f3\u4e0a\u306b\u8868\u793a\u3059\u308b\u306b\u306f\u4e00\u624b\u9593\u304b\u304b\u308b\u306a\u300d\u3068\u3044\u3063\u305f\u3001<strong>\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u8aad\u3080\u3060\u3051\u3067\u306f\u5f97\u3089\u308c\u306a\u3044\u5b9f\u8df5\u7684\u306a\u611f\u899a<\/strong>\u304c\u8eab\u306b\u3064\u304d\u307e\u3059\u3002\u64cd\u4f5c\u306e\u52d8\u6240\u3092\u63b4\u3080\u7d76\u597d\u306e\u6a5f\u4f1a\u3067\u3059\u306e\u3067\u3001\u6050\u308c\u305a\u306b\u8a66\u884c\u932f\u8aa4\u3092\u697d\u3057\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u4f5c\u6210\u3057\u3066\u30b9\u30ad\u30eb\u3092\u8a3c\u660e\u3057\u3088\u3046\">\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u4f5c\u6210\u3057\u3066\u30b9\u30ad\u30eb\u3092\u8a3c\u660e\u3057\u3088\u3046<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b66\u7fd2\u306e\u6210\u679c\u3092\u8ee2\u8077\u6d3b\u52d5\u3067\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u305f\u3081\u306b\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002\u300c\u81ea\u5206\u306b\u306f\u3053\u308c\u3060\u3051\u306e\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u300d\u3068<strong>\u5ba2\u89b3\u7684\u306b\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u3092\u793a\u305b\u308b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa<\/strong>\u306f\u3001\u5b9f\u52d9\u7d4c\u9a13\u304c\u306a\u3044\u5834\u5408\u306e\u5f37\u529b\u306a\u6b66\u5668\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u8eab\u306e\u8208\u5473\u306b\u57fa\u3065\u3044\u305f\u5206\u6790\u30c6\u30fc\u30de\u306e\u8a2d\u5b9a<\/li>\n\n\n\n<li>\u30c6\u30fc\u30de\u306b\u6cbf\u3063\u305f\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u306e\u53ce\u96c6<\/li>\n\n\n\n<li>BI\u30c4\u30fc\u30eb\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210<\/li>\n\n\n\n<li>\u5206\u6790\u304b\u3089\u5f97\u3089\u308c\u305f\u8003\u5bdf\u306e\u8a00\u8a9e\u5316<\/li>\n\n\n\n<li>GitHub\u3084note\u306a\u3069\u3067\u306e\u4f5c\u54c1\u516c\u958b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u81ea\u5206\u3067\u8208\u5473\u306e\u3042\u308b\u30c6\u30fc\u30de\uff08\u4f8b\uff1a\u597d\u304d\u306a\u30b9\u30dd\u30fc\u30c4\u30c1\u30fc\u30e0\u306e\u52dd\u6557\u30c7\u30fc\u30bf\u5206\u6790\uff09\u3092\u898b\u3064\u3051\u3001\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001BI\u30c4\u30fc\u30eb\u3067\u5206\u6790\u30fb\u53ef\u8996\u5316\u3057\u3066\u3001\u305d\u306e\u7d50\u679c\u3068\u8003\u5bdf\u3092\u30d6\u30ed\u30b0\u8a18\u4e8b\u306a\u3069\u306b\u307e\u3068\u3081\u308b\u306e\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-h3-\u8ee2\u8077\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u3066\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6c42\u4eba\u3092\u63a2\u305d\u3046\">\u8ee2\u8077\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u3066\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6c42\u4eba\u3092\u63a2\u305d\u3046<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u790e\u7684\u306a\u30b9\u30ad\u30eb\u3068\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u304c\u6e96\u5099\u3067\u304d\u305f\u3089\u3001\u3044\u3088\u3044\u3088\u672c\u683c\u7684\u306a\u8ee2\u8077\u6d3b\u52d5\u306e\u30b9\u30bf\u30fc\u30c8\u3067\u3059\u3002\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u6c42\u4eba\u63a2\u3057\u306b\u306f\u3001<strong>\u305d\u306e\u5206\u91ce\u306b\u7279\u5316\u3057\u305f\u8ee2\u8077\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528<\/strong>\u304c\u6700\u3082\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/relasic.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/relasic.jp\/contents\/assets\/2025\/07\/\u30ea\u30e9\u30b7\u30af-1-1024x571.png\" alt=\"\" class=\"wp-image-5796\" style=\"width:500px\" srcset=\"https:\/\/relasic.jp\/contents\/assets\/2025\/07\/\u30ea\u30e9\u30b7\u30af-1-1024x571.png 1024w, https:\/\/relasic.jp\/contents\/assets\/2025\/07\/\u30ea\u30e9\u30b7\u30af-1-300x167.png 300w, https:\/\/relasic.jp\/contents\/assets\/2025\/07\/\u30ea\u30e9\u30b7\u30af-1-768x428.png 768w, https:\/\/relasic.jp\/contents\/assets\/2025\/07\/\u30ea\u30e9\u30b7\u30af-1.png 1393w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u306a\u305c\u306a\u3089\u3001BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u3088\u3046\u306a\u5c02\u9580\u8077\u306e\u30ea\u30e2\u30fc\u30c8\u6c42\u4eba\u306f\u3001\u6c42\u3081\u3089\u308c\u308b\u30b9\u30ad\u30eb\u3084\u4f01\u696d\u306e\u6587\u5316\u304c\u591a\u69d8\u3067\u3001<strong>\u81ea\u5206\u4e00\u4eba\u3067\u6700\u9069\u306a\u6c42\u4eba\u3092\u898b\u3064\u3051\u51fa\u3059\u306e\u304c\u96e3\u3057\u3044<\/strong>\u304b\u3089\u3067\u3059\u3002\u5c02\u9580\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u696d\u754c\u306e\u52d5\u5411\u3084\u5404\u4f01\u696d\u306e\u5185\u60c5\u3092\u6df1\u304f\u7406\u89e3\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30b9\u30ad\u30eb\u3084\u5e0c\u671b\u306b\u672c\u5f53\u306b\u30de\u30c3\u30c1\u3057\u305f\u3001\u8cea\u306e\u9ad8\u3044\u6c42\u4eba\u306e\u307f\u3092\u53b3\u9078\u3057\u3066\u7d39\u4ecb\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30df\u30b9\u30de\u30c3\u30c1\u3092\u9632\u304e\u3001\u52b9\u7387\u7684\u306b\u8ee2\u8077\u6d3b\u52d5\u3092\u9032\u3081\u308b\u4e0a\u3067\u3001\u30d7\u30ed\u306e\u529b\u306f\u975e\u5e38\u306b\u983c\u308a\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8868\uff1a\u8ee2\u8077\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30b5\u30dd\u30fc\u30c8\u5185\u5bb9<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u30b5\u30dd\u30fc\u30c8\u5185\u5bb9<\/strong><strong><\/strong><\/td><td><strong>\u30e1\u30ea\u30c3\u30c8<\/strong><strong><\/strong><\/td><\/tr><tr><td>\u30ad\u30e3\u30ea\u30a2\u76f8\u8ac7<\/td><td>\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u306b\u5408\u3063\u305f\u6c42\u4eba\u306e\u65b9\u5411\u6027\u304c\u660e\u78ba\u306b\u306a\u308b<\/td><\/tr><tr><td>\u6c42\u4eba\u7d39\u4ecb<\/td><td>\u975e\u516c\u958b\u6c42\u4eba\u3092\u542b\u3080\u3001\u8cea\u306e\u9ad8\u3044\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6c42\u4eba\u306b\u51fa\u4f1a\u3048\u308b<\/td><\/tr><tr><td>\u66f8\u985e\u6dfb\u524a<\/td><td>\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u898b\u305b\u65b9\u3084\u8077\u52d9\u7d4c\u6b74\u66f8\u306e\u52b9\u679c\u7684\u306a\u66f8\u304d\u65b9\u304c\u308f\u304b\u308b<\/td><\/tr><tr><td>\u9762\u63a5\u5bfe\u7b56<\/td><td>\u4f01\u696d\u3054\u3068\u306e\u50be\u5411\u306b\u5408\u308f\u305b\u305f\u5b9f\u8df5\u7684\u306a\u7df4\u7fd2\u304c\u3067\u304d\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c02\u9580\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001Web\u30b5\u30a4\u30c8\u306b\u306f\u63b2\u8f09\u3055\u308c\u3066\u3044\u306a\u3044\u975e\u516c\u958b\u306e\u6c42\u4eba\u60c5\u5831\u3092\u591a\u6570\u4fdd\u6709\u3057\u3066\u3044\u308b\u307b\u304b\u3001\u8077\u52d9\u7d4c\u6b74\u66f8\u306e\u6dfb\u524a\u3084\u9762\u63a5\u5bfe\u7b56\u306a\u3069\u3001\u8ee2\u8077\u6d3b\u52d5\u5168\u4f53\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4eba\u3067\u60a9\u307e\u305a\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u8ee2\u8077\u306e\u30d7\u30ed\u306b\u4f34\u8d70\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u3067\u3001\u7406\u60f3\u306e\u30ad\u30e3\u30ea\u30a2\u3078\u306e\u6249\u304c\u5927\u304d\u304f\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306ebi\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554f\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306eBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u7591\u554f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306eBI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3044\u3046\u50cd\u304d\u65b9\u306b\u8208\u5473\u3092\u6301\u3064\u65b9\u304c\u62b1\u304d\u304c\u3061\u306a\u7591\u554f\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Q1\u3011\u672a\u7d4c\u9a13\u304b\u3089\u3067\u3082\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306eBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308c\u307e\u3059\u304b\uff1f<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>A.<\/strong>\u672a\u7d4c\u9a13\u304b\u3089\u76ee\u6307\u3059\u306e\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u305d\u306e\u305f\u3081\u306b\u306f\u8a08\u753b\u7684\u306a\u5b66\u7fd2\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u3053\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306b\u3001\u307e\u305aSQL\u3067\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u3001Tableau\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4e00\u3064\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3001\u30b9\u30ad\u30eb\u306e\u826f\u3044\u76ee\u5b89\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u5b9f\u52d9\u7d4c\u9a13\u3092\u88dc\u3046\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3082\u3001\u63a1\u7528\u306e\u53ef\u80fd\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Q2\u3011\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304fBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e00\u65e5\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u611f\u3058\u3067\u3059\u304b\uff1f<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>A.<\/strong>\u4e00\u65e5\u306e\u6d41\u308c\u306f\u3001\u96c6\u4e2d\u3057\u3066\u4f5c\u696d\u3059\u308b\u6642\u9593\u3068\u3001\u30c1\u30fc\u30e0\u3067\u5bfe\u8a71\u3059\u308b\u6642\u9593\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u591a\u3044\u3067\u3057\u3087\u3046\u3002\u671d\u306f\u30c1\u30e3\u30c3\u30c8\u3067\u9023\u7d61\u4e8b\u9805\u3092\u78ba\u8a8d\u3057\u3001\u77ed\u3044\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u53c2\u52a0\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u306f\u5206\u6790\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210\u306b\u6ca1\u982d\u3059\u308b\u6642\u9593\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5348\u5f8c\u306b\u5206\u6790\u7d50\u679c\u3092\u5831\u544a\u3059\u308b\u6253\u3061\u5408\u308f\u305b\u304c\u5165\u308b\u3053\u3068\u3082\u3002\u81ea\u5206\u306e\u30da\u30fc\u30b9\u3067\u4ed5\u4e8b\u3092\u9032\u3081\u3084\u3059\u3044\u50cd\u304d\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Q3\u3011\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306f\u30c1\u30fc\u30e0\u3067\u306e\u610f\u601d\u758e\u901a\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u305b\u3093\u304b\uff1f<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>A.<\/strong>\u78ba\u304b\u306b\u5de5\u592b\u306f\u6c42\u3081\u3089\u308c\u307e\u3059\u304c\u3001\u5186\u6ed1\u306a\u610f\u601d\u758e\u901a\u306f\u53ef\u80fd\u3067\u3059\u3002\u666e\u6bb5\u306e\u3084\u308a\u53d6\u308a\u306f\u30c1\u30e3\u30c3\u30c8\u3067\u884c\u3044\u3001\u8907\u96d1\u306a\u8a71\u306f\u30d3\u30c7\u30aa\u4f1a\u8b70\u3067\u9854\u3092\u898b\u3066\u8a71\u3057\u307e\u3059\u3002\u6587\u7ae0\u3067\u4f1d\u3048\u308b\u969b\u306f\u3001\u8aa4\u89e3\u304c\u751f\u307e\u308c\u306a\u3044\u3088\u3046\u4e01\u5be7\u306a\u8868\u73fe\u3092\u5fc3\u304c\u3051\u308b\u3053\u3068\u3002\u9032\u6357\u3092\u3053\u307e\u3081\u306b\u5171\u6709\u3059\u308b\u59ff\u52e2\u3082\u3001\u96e2\u308c\u3066\u3044\u3066\u3082\u4fe1\u983c\u95a2\u4fc2\u3092\u7bc9\u304f\u4e0a\u3067\u5f79\u7acb\u3064\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Q4\u3011\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306f\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u3084\u8a55\u4fa1\u304c\u4e0d\u5229\u306b\u306a\u308a\u307e\u305b\u3093\u304b\uff1f<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>A.<\/strong>\u8a55\u4fa1\u306f\u52e4\u52d9\u5834\u6240\u3067\u6c7a\u307e\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6210\u679c\u3092\u304d\u3061\u3093\u3068\u793a\u3059\u3053\u3068\u304c\u8a55\u4fa1\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002\u65b0\u3057\u3044\u5206\u6790\u6848\u4ef6\u306b\u6311\u6226\u3057\u305f\u308a\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u4f1a\u8b70\u3067\u7a4d\u6975\u7684\u306b\u610f\u898b\u3092\u767a\u8a00\u3057\u305f\u308a\u3001\u4e3b\u4f53\u7684\u306a\u884c\u52d5\u3092\u610f\u8b58\u3057\u307e\u3057\u3087\u3046\u3002\u81ea\u4e3b\u7684\u306b\u65b0\u3057\u3044\u6280\u8853\u3092\u5b66\u3076\u59ff\u52e2\u3082\u3001\u81ea\u8eab\u306e\u5e02\u5834\u4fa1\u5024\u3092\u9ad8\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u884c\u52d5\u6b21\u7b2c\u3067\u30ad\u30e3\u30ea\u30a2\u306f\u62d3\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Q5\u3011\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u50cd\u3051\u308bBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6c42\u4eba\u306f\u3001\u5b9f\u969b\u3069\u306e\u304f\u3089\u3044\u3042\u308a\u307e\u3059\u304b\uff1f<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>A.<\/strong>\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u9700\u8981\u5897\u306b\u4f34\u3044\u3001\u6c42\u4eba\u6570\u306f\u5897\u52a0\u50be\u5411\u3067\u3059\u3002\u6c42\u4eba\u3092\u63a2\u3059\u969b\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u524d\u63d0\u306e\u5236\u5ea6\u3084\u6587\u5316\u304c\u6574\u3063\u3066\u3044\u308b\u4f1a\u793e\u304b\u3092\u898b\u6975\u3081\u307e\u3057\u3087\u3046\u3002\u5728\u5b85\u52e4\u52d9\u624b\u5f53\u306e\u6709\u7121\u3084\u3001\u666e\u6bb5\u306e\u696d\u52d9\u3067\u4f7f\u3046\u9023\u7d61\u624b\u6bb5\u306a\u3069\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u9762\u63a5\u306e\u5834\u3067\u3001\u30c1\u30fc\u30e0\u3067\u306e\u60c5\u5831\u5171\u6709\u306e\u4ed5\u65b9\u3092\u805e\u3044\u3066\u307f\u308b\u306e\u3082\u3001\u826f\u3044\u5224\u65ad\u6750\u6599\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-h2-\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u50cd\u304fBI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u5185\u5bb9\u304b\u3089\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3001\u305d\u3057\u3066\u672a\u7d4c\u9a13\u304b\u3089\u306e\u76ee\u6307\u3057\u65b9\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u5c02\u9580\u5bb6\u3067\u3042\u308a\u3001\u5c06\u6765\u6027\u3082\u9ad8\u3044<\/li>\n\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306f\u5834\u6240\u3084\u6642\u9593\u306b\u7e1b\u3089\u308c\u305a\u3001\u5c02\u9580\u6027\u3092\u9ad8\u3081\u3089\u308c\u308b\u50cd\u304d\u65b9<\/li>\n\n\n\n<li>\u30e1\u30ea\u30c3\u30c8\u3092\u6d3b\u304b\u3057\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u514b\u670d\u3059\u308b\u306b\u306f\u3001\u81ea\u5f8b\u6027\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u91cd\u8981<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u306e\u529b\u3067\u30d3\u30b8\u30cd\u30b9\u3092\u52d5\u304b\u3057\u3001\u5834\u6240\u306b\u7e1b\u3089\u308c\u305a\u306b\u50cd\u304f\u3002\u305d\u3093\u306a\u7406\u60f3\u306e\u30ad\u30e3\u30ea\u30a2\u3092\u5b9f\u73fe\u3059\u308b\u30c1\u30e3\u30f3\u30b9\u306f\u3001\u3059\u3050\u305d\u3053\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u304c\u3001\u3042\u306a\u305f\u306e\u65b0\u3057\u3044\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3059\u304d\u3063\u304b\u3051\u3068\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n<aside class=\"lassic-credit-card\" style=\"margin:40px 0;padding:28px 24px;background:#F4F4F2;border-radius:8px;font-size:14px;line-height:1.8;color:#2C3338;\"><p style=\"margin:0 0 18px;line-height:1.5;\"><img src=\"https:\/\/lassic.co.jp\/wordpress\/wp-content\/uploads\/2026\/08\/%E7%9B%A3%E4%BF%AE%E8%80%85%EF%BC%88%E7%89%9B%E5%B0%BE%E3%81%95%E3%82%93%EF%BC%89%E3%83%97%E3%83%AD%E3%83%95%E3%82%A3%E3%83%BC%E3%83%AB%E7%94%BB%E5%83%8F.jpg\" alt=\"\u725b\u5c3e \u662d\u660c\" width=\"96\" height=\"96\" loading=\"lazy\" decoding=\"async\" style=\"width:96px;height:96px;border-radius:50%;object-fit:cover;object-position:50% 16%;background:#fff;float:left;margin:0 18px 0 0;\"><span style=\"display:block;font-size:12px;font-weight:bold;letter-spacing:.04em;color:#6B7178;padding-top:22px;\">\u25c6 \u76e3\u4fee\u30fb\u7de8\u96c6\u8cac\u4efb\u8005<\/span><span style=\"display:block;font-size:18px;font-weight:bold;color:#2C3338;margin-top:4px;\">\u725b\u5c3e \u662d\u660c<\/span><\/p><div style=\"clear:both;\"><\/div><p style=\"margin:0 0 24px;font-size:13.5px;line-height:1.9;\">\u682a\u5f0f\u4f1a\u793eLASSIC \u57f7\u884c\u5f79\u54e1 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style=\"color:#2C3338;text-decoration:underline;\">\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u8a73\u7d30\uff08\u30c6\u30ec\u30ea\u30e2\u7dcf\u7814\uff09<\/a><\/p><p style=\"margin:0 0 8px;font-size:12px;font-weight:bold;letter-spacing:.04em;color:#6B7178;\">\u25c6 \u3053\u306e\u8a18\u4e8b\u306b\u3064\u3044\u3066<\/p><p style=\"margin:0 0 16px;font-size:13.5px;line-height:1.9;\">\u672c\u8a18\u4e8b\u306f\u3001\u7701\u5e81\u30fb\u516c\u7684\u6a5f\u95a2\u306e\u516c\u8868\u8cc7\u6599\u7b49\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u4e00\u6b21\u60c5\u5831\u3092\u3082\u3068\u306b\u69cb\u6210\u3057\u3001\u51fa\u5178\u3092\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002\u5e74\u6b21\u66f4\u65b0\u3055\u308c\u308b\u7d71\u8a08\u30fb\u5236\u5ea6\u306b\u3064\u3044\u3066\u306f\u3001\u5f15\u7528\u5143\u306e\u6700\u65b0\u7248\u3092\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u306fAI\u306e\u5354\u529b\u3092\u5f97\u3066\u5236\u4f5c\u3057\u3001\u4e0a\u8a18\u306e\u76e3\u4fee\u30fb\u7de8\u96c6\u8cac\u4efb\u8005\u304c\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u3044\u307e\u3059\u3002<\/p><p style=\"margin:0 0 4px;font-size:13px;color:#50453A;\">\u76e3\u4fee\u78ba\u8a8d\u65e5\uff1a2026\u5e748\u670820\u65e5<\/p><p style=\"margin:0;font-size:13px;color:#50453A;\">\u8a18\u4e8b\u5185\u5bb9\u306b\u95a2\u3059\u308b\u304a\u554f\u3044\u5408\u308f\u305b\uff1a<a href=\"https:\/\/relasic.jp\/contact\/\" style=\"color:#2C3338;text-decoration:underline;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/a><\/p><\/aside>\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"BlogPosting\",\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/relasic.jp\/contents\/column\/what-is-a-bi-engineer\/\"},\"headline\":\"BI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\uff1f\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u6d3b\u8e8d\u3059\u308bBI\uff08\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff09\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u8ee2\u8077\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u3068\u30b9\u30ad\u30eb\u3092\u89e3\u8aac\",\"author\":{\"@type\":\"Organization\",\"name\":\"\u682a\u5f0f\u4f1a\u793eLASSIC\",\"url\":\"https:\/\/lassic.co.jp\/\"},\"publisher\":{\"@type\":\"Organization\",\"name\":\"\u682a\u5f0f\u4f1a\u793eLASSIC\",\"url\":\"https:\/\/lassic.co.jp\/\"},\"reviewedBy\":{\"@type\":\"Person\",\"name\":\"\u725b\u5c3e 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