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--><\/p>\n\n<h2>\u624b\u52d5\u3067\u306e\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u4f5c\u6210\u304c\u62b1\u3048\u308b\u8ab2\u984c<\/h2>\n<p>\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u3092\u624b\u4f5c\u696d\u3067\u4f5c\u6210\u30fb\u7dad\u6301\u3059\u308b\u3053\u3068\u306b\u306f\u3001\u591a\u304f\u306e\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<p>\u307e\u305a\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u624b\u52d5\u3067\u7ba1\u7406\u3059\u308b\u306e\u306f\u975e\u5e38\u306b\u975e\u52b9\u7387\u3067\u3001\u6642\u9593\u3068\u30b3\u30b9\u30c8\u304c\u5927\u304d\u304f\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u4eba\u70ba\u7684\u306a\u30df\u30b9\u3082\u907f\u3051\u3089\u308c\u305a\u3001\u5165\u529b\u306e\u8aa4\u308a\u3084\u66f4\u65b0\u6f0f\u308c\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u304c\u4f4e\u4e0b\u3059\u308b\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\r\n<p>\u307e\u305f\u3001\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u72b6\u6cc1\u3092\u5373\u5ea7\u306b\u53cd\u6620\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u305f\u3081\u3001\u5e38\u306b\u6b63\u78ba\u306a\u60c5\u5831\u3092\u5f97\u308b\u3053\u3068\u304c\u56f0\u96e3\u306b\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u3048\u7d9a\u3051\u308b\u4e2d\u3067\u3001\u305d\u306e\u5909\u5316\u306b\u30b7\u30b9\u30c6\u30e0\u304c\u5bfe\u5fdc\u3057\u304d\u308c\u305a\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u554f\u984c\u3082\u751f\u3058\u3066\u304d\u307e\u3059\u3002<\/p>\r\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u4e57\u308a\u8d8a\u3048\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u4f5c\u6210\u306e\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 724b3d90-1936-4dde-87cd-ce22bfba94a2 --><\/p>\n\n<h2>\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u4f5c\u6210\u306e\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u7d39\u4ecb<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u306e\u81ea\u52d5\u5316\u306b\u5f79\u7acb\u3064\u304a\u3059\u3059\u3081\u306e\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\r\n<b>1. SECODA<\/b>\r\n<p><strong>SECODA<\/strong>\u306f\u3001GPT-4\u642d\u8f09\u306eAI\u6a5f\u80fd\u3067\u30c6\u30fc\u30d6\u30eb\u306e\u6982\u8981\u3084\u30ab\u30e9\u30e0\u306e\u8aac\u660e\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u691c\u7d22\u304c\u53ef\u80fd\u3067\u3001\u5c02\u9580\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u691c\u7d22\u30fb\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u3084\u30c1\u30fc\u30e0\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u7d44\u7e54\u5168\u4f53\u3067\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/p>\r\n<p>\u7279\u5fb4\uff1a<\/p>\r\n<p>\u30fbGPT-4\u642d\u8f09\u306eAI\u6a5f\u80fd\u3067\u30c6\u30fc\u30d6\u30eb\u306e\u6982\u8981\u3084\u30ab\u30e9\u30e0\u306e\u8aac\u660e\u3092\u81ea\u52d5\u751f\u6210\u3002<\/p>\r\n<p>\u30fb\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u691c\u7d22\u304c\u53ef\u80fd\u3067\u3001\u5c02\u9580\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u691c\u7d22\u30fb\u7406\u89e3\u3002<\/p>\r\n<p>\u30fb\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u3084\u30c1\u30fc\u30e0\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u5099\u3048\u308b\u3002<\/p>\r\n<p>&nbsp;<\/p>\r\n<p><strong>\u30e1\u30ea\u30c3\u30c8<\/strong>\u3068\u3057\u3066\u306f\u3001\u9ad8\u5ea6\u306aAI\u3092\u6d3b\u7528\u3057\u3066\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u751f\u6210\u7cbe\u5ea6\u304c\u9ad8\u304f\u3001\u624b\u4f5c\u696d\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3001\u521d\u5fc3\u8005\u3067\u3082\u3059\u3050\u306b\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u3084\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3092\u554f\u308f\u305a\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p>\u4e00\u65b9\u3001<strong>\u30c7\u30e1\u30ea\u30c3\u30c8<\/strong>\u3068\u3057\u3066\u306f\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u306b\u3088\u308a\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u9ad8\u6a5f\u80fd\u3086\u3048\u306b\u5c0e\u5165\u3084\u904b\u7528\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<p>\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/www.secoda.co\/\">SECODA\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\r\n<p>&nbsp;<\/p>\r\n<b>2. Google Cloud Data Catalog<\/b>\r\n<p><strong>Google Cloud Data Catalog<\/strong>\u306f\u3001Google Cloud Platform (GCP) \u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u81ea\u52d5\u3067\u30ab\u30bf\u30ed\u30b0\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002BigQuery\u3084Pub\/Sub\u3001Spanner\u306a\u3069\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53ce\u96c6\u3057\u307e\u3059\u3002\u30bf\u30b0\u4ed8\u3051\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u5f37\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p>\u7279\u5fb4\uff1a<\/p>\r\n<p>\u30fbGCP\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u81ea\u52d5\u3067\u30ab\u30bf\u30ed\u30b0\u5316\u3002<\/p>\r\n<p>\u30fbBigQuery\u3084Pub\/Sub\u306a\u3069\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53ce\u96c6\u3002<\/p>\r\n<p>\u30fb\u30bf\u30b0\u4ed8\u3051\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u3067\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u5f37\u5316\u3002<\/p>\r\n<p><strong>\u30e1\u30ea\u30c3\u30c8<\/strong>\u306f\u3001GCP\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u65e2\u5b58\u306eGCP\u74b0\u5883\u3068\u30b9\u30e0\u30fc\u30ba\u306b\u9023\u643a\u3067\u304d\u308b\u70b9\u3067\u3059\u3002\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u904b\u7528\u8ca0\u8377\u304c\u4f4e\u304f\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3082\u9ad8\u3044\u3067\u3059\u3002\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u624b\u9803\u306a\u4fa1\u683c\u3067\u5229\u7528\u3067\u304d\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u304c\u826f\u3044\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\r\n<p>\u4e00\u65b9\u3001<strong>\u30c7\u30e1\u30ea\u30c3\u30c8<\/strong>\u3068\u3057\u3066\u3001GCP\u4ee5\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u70b9\u3084\u3001\u4ed6\u306e\u30c4\u30fc\u30eb\u3068\u6bd4\u3079\u3066\u6a5f\u80fd\u62e1\u5f35\u304c\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308b\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\r\n<p>\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/cloud.google.com\/data-catalog?hl=ja\">Google Cloud Data Catalog\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\r\n<p>&nbsp;<\/p>\r\n<b>3. \u30af\u30aa\u30ea\u30aa\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0<\/b>\r\n<p><strong>\u30af\u30aa\u30ea\u30aa\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0<\/strong>\u306f\u3001\u65e5\u672c\u767a\u306e\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u65e5\u672c\u8a9e\u5bfe\u5fdc\u304c\u5145\u5b9f\u3057\u3066\u3044\u307e\u3059\u3002Amazon Athena\u3084Redshift\u3001BigQuery\u3001Snowflake\u306a\u3069\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53d6\u5f97\u3057\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u7528\u8a9e\u96c6\u306e\u7ba1\u7406\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u3066\u304a\u308a\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u306e\u9023\u643a\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/p>\r\n<p>\u7279\u5fb4\uff1a<\/p>\r\n<p>\u30fb\u65e5\u672c\u767a\u306e\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u65e5\u672c\u8a9e\u5bfe\u5fdc\u304c\u5145\u5b9f\u3002<\/p>\r\n<p>\u30fbAmazon Athena\u3084Redshift\u3001BigQuery\u3001Snowflake\u306a\u3069\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53d6\u5f97\u3002<\/p>\r\n<p>\u30fb\u30d3\u30b8\u30cd\u30b9\u7528\u8a9e\u96c6\u306e\u7ba1\u7406\u6a5f\u80fd\u3092\u642d\u8f09\u3002<\/p>\r\n<p><strong>\u30e1\u30ea\u30c3\u30c8<\/strong>\u3068\u3057\u3066\u306f\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53d6\u5f97\u3067\u304d\u308b\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u521d\u5fc3\u8005\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u76f4\u611f\u7684\u306b\u64cd\u4f5c\u3067\u304d\u3001\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u306b\u512a\u3057\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p>\u4e00\u65b9\u3001<strong>\u30c7\u30e1\u30ea\u30c3\u30c8<\/strong>\u3068\u3057\u3066\u306f\u3001\u73fe\u6642\u70b9\u3067\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306eRDB\u304b\u3089\u306e\u60c5\u5831\u53d6\u5f97\u304c\u672a\u5bfe\u5fdc\u3067\u3042\u308b\u70b9\u3084\u3001\u6d77\u5916\u88fd\u54c1\u3068\u6bd4\u8f03\u3059\u308b\u3068\u4e00\u90e8\u6a5f\u80fd\u304c\u9650\u5b9a\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308b\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\r\n<p>\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/quollio.com\/\">\u30af\u30aa\u30ea\u30aa\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\r\n<p><!-- notionvc: 89275814-f0e5-4ad2-89ac-fa66828a6208 --><\/p>\n\n<h2>\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306e\u6bd4\u8f03\u3068\u9078\u3073\u65b9<\/h2>\n<b>\u5bfe\u5fdc\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u5e45\u5e83\u3055<\/b>\r\n<p>\u5404\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u7570\u306a\u308a\u307e\u3059\u3002SECODA\u306f\u30af\u30e9\u30a6\u30c9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u554f\u308f\u305a\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002Google Cloud Data Catalog\u306fGCP\u5185\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30aa\u30ea\u30aa\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u306f\u4e3b\u8981\u306a\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<b>AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd\u306e\u6709\u7121<\/b>\r\n<p>AI\u6a5f\u80fd\u306e\u6709\u7121\u3082\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002SECODA\u306fGPT-4\u306b\u3088\u308b\u9ad8\u5ea6\u306aAI\u6a5f\u80fd\u3067\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u751f\u6210\u3057\u307e\u3059\u3002Google Cloud Data Catalog\u306f\u57fa\u672c\u7684\u306a\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30aa\u30ea\u30aa\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u306f\u30d3\u30b8\u30cd\u30b9\u7528\u8a9e\u96c6\u306e\u7ba1\u7406\u3067\u696d\u52d9\u77e5\u8b58\u306e\u5171\u6709\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/p>\r\n<b>\u30b3\u30b9\u30c8\u3068\u5c0e\u5165\u306e\u3057\u3084\u3059\u3055<\/b>\r\n<p>\u30b3\u30b9\u30c8\u3084\u5c0e\u5165\u306e\u3057\u3084\u3059\u3055\u3082\u9078\u5b9a\u6642\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002SECODA\u306f\u9ad8\u6a5f\u80fd\u3067\u3059\u304c\u3001\u30b3\u30b9\u30c8\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002Google Cloud Data Catalog\u306fGCP\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u5c0e\u5165\u304c\u5bb9\u6613\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u9ad8\u3044\u3067\u3059\u3002\u30af\u30aa\u30ea\u30aa\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u306f\u65e5\u672c\u4f01\u696d\u5411\u3051\u3067\u30b5\u30dd\u30fc\u30c8\u304c\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u4f4e\u3044\u3067\u3059\u3002<\/p>\r\n<b>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/b>\r\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3082\u91cd\u8981\u3067\u3059\u3002SECODA\u306f\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u5229\u7528\u306b\u3088\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002Google Cloud Data 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