{"id":483,"date":"2020-02-22T17:37:48","date_gmt":"2020-02-22T08:37:48","guid":{"rendered":"https:\/\/gri.jp\/media\/entry\/483"},"modified":"2022-09-02T17:37:38","modified_gmt":"2022-09-02T08:37:38","slug":"2020-02-22-173748","status":"publish","type":"post","link":"https:\/\/gri.jp\/media\/entry\/483","title":{"rendered":"\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u3068AI\u6280\u8853\uff08\u6a5f\u68b0\u5b66\u7fd2\uff09\u306e\u76f8\u6027\u306e\u826f\u3055"},"content":{"rendered":"<h4>\u9069\u5207\u306a\u554f\u3044\u3068\u306f<\/h4>\n<p>AI\u6280\u8853\u3092\u4e0a\u624b\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u6700\u91cd\u8981\u30dd\u30a4\u30f3\u30c8\u306f\u9069\u5207\u306a\u554f\u3044\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u73fe\u72b6\u306eAI\u304c\u8fd4\u7b54\u306b\u56f0\u308b\u8cea\u554f\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002Hey Siri,<\/p>\n<ul>\n<li>\u512a\u826f\u9867\u5ba2\u306b\u306a\u308a\u305d\u3046\u306a\u898b\u8fbc\u307f\u5ba2\u3092\u6559\u3048\u3066\uff1f<\/li>\n<li>\u3069\u3046\u3057\u305f\u3089\u512a\u826f\u9867\u5ba2\u3092\u5897\u3084\u305b\u308b\u306e\uff1f<\/li>\n<\/ul>\n<p>\u5148\u307b\u3069\u306eAI\u304c\u56f0\u308b\u8cea\u554f\u306b\u624b\u3092\u52a0\u3048\u3001\u826f\u3044\u7cbe\u5ea6\u3092\u5b9f\u8a3c\u3067\u304d\u3066\u3044\u308b\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306f\u300c<a class=\"keyword\" 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href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u3092\u6d3b\u7528\u3059\u308b\u624b\u9806\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u89e3\u304d\u305f\u3044\u554f\u3044\u3092\u4e0b\u8a18\u306b\u8a2d\u5b9a<\/p>\n<ul>\n<li>\u512a\u826f\u9867\u5ba2\u306e\u614b\u5ea6\u5909\u5bb9\u306e\u4e88\u6e2c<\/li>\n<\/ul>\n<p>\u3053\u306e\u554f\u3044\u306b\u7b54\u3048\u308b<a class=\"keyword\" 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class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u3068\u3001\u56f3\uff12\uff08\u63a8\u8ad6\u30c7\u30fc\u30bf\u306e\u4f8b\uff09\u306e\u3088\u3046\u306b\u65b0\u3057\u3044\u7279\u5fb4\u91cf\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u512a\u826f\u9867\u5ba2\u306e\u614b\u5ea6\u5909\u5bb9\u4e88\u6e2c\uff08\u63a8\u8ad6\uff09\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<figure class=\"figure-image figure-image-fotolife mceNonEditable\" title=\"\u56f3\uff11\uff08\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u4f8b\uff09\"><img decoding=\"async\" class=\"hatena-fotolife\" title=\"f:id:gri-blog:20200222155525j:plain\" src=\"\/media\/wp\/wp-content\/uploads\/2021\/08\/20200222155525.jpg\" alt=\"f:id:gri-blog:20200222155525j:plain\" \/><figcaption>\u56f3\uff11\uff08\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u4f8b\uff09<\/figcaption><\/figure>\n<figure class=\"figure-image figure-image-fotolife mceNonEditable\" title=\"\u56f3\uff12\uff08\u63a8\u8ad6\u30c7\u30fc\u30bf\u306e\u4f8b\uff09\"><img decoding=\"async\" class=\"hatena-fotolife\" title=\"f:id:gri-blog:20200222160147j:plain\" src=\"\/media\/wp\/wp-content\/uploads\/2021\/08\/20200222160147.jpg\" alt=\"f:id:gri-blog:20200222160147j:plain\" \/><figcaption>\u56f3\uff12\uff08\u63a8\u8ad6\u30c7\u30fc\u30bf\u306e\u4f8b\uff09<\/figcaption><\/figure>\n<p>\u3053\u306e\u3088\u3046\u306a<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u304c\u30d3\u30b8\u30cd\u30b9\u306e\u5b9f\u8df5\u73fe\u5834\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u305f\u306e\u306f\u69d8\u3005\u306a\u8981\u56e0\u304c\u7d61\u307f\u5408\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\uff16\u3064\u306e\u7406\u7531\u3068\u5171\u306b\u8aac\u660e\u3092\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h4>\uff11\uff0e\u672a\u6765\u306e\u4e8b\u8c61\u306e\u4e88\u6e2c<\/h4>\n<p>\u7b2c\uff11\u70b9\u76ee\u3068\u3057\u3066\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306f\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u672a\u6765\u306e\u4e8b\u8c61\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u5f93\u6765\u306e<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%A5%DE%A1%BC%A5%B1%A5%C6%A5%A3%A5%F3%A5%B0\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/a>\u73fe\u5834\u3067\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u4ee3\u8868\u4f8b\u3067\u3042\u308bRFM\u5206\u6790\u3084\u30c7\u30b7\u30eb\u5206\u6790\u306f\u3001\u512a\u826f\u9867\u5ba2\u306e\u7279\u5b9a\u3084\u30bb\u30b0\u30e1\u30f3\u30c8\u5206\u3051\u306b\u3088\u308b\u9867\u5ba2\u306e\u7279\u5fb4\u3092\u660e\u3089\u304b\u306b\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u9867\u5ba2\u306f\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u8cfc\u5165\u4f53\u9a13\u6e08\u307f\u306a\u306e\u3067\u3001\u5168\u3066\u904e\u53bb\u306e\u8a71\u306b\u9589\u3058\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u3053\u308c\u304b\u3089\u306e\u9867\u5ba2\u884c\u52d5\u304c\u5206\u304b\u3089\u306a\u3044\u7269\u8db3\u308a\u306a\u3055\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u3067\u306f\u6b63\u89e3\u30c7\u30fc\u30bf\u3068\u7279\u5fb4\u91cf\u306b\u6642\u9593\u5dee\u3092\u4ed8\u3051\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5c06\u6765\u306e\u4e88\u6e2c\u3092\u30e2\u30c7\u30eb\u5316\u3067\u304d\u307e\u3059\u3002\u5b66\u7fd2\u6e08\u307f\u306e<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u306f\u3001\u9867\u5ba2\u306e\u8cfc\u5165\u4f53\u9a13\u72b6\u6cc1\u306b\u5fdc\u3058\u305f\u672a\u6765\u306e\u4e88\u671f\u3092\u8868\u73fe\u3057\u305f\u3082\u306e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<figure class=\"figure-image figure-image-fotolife mceNonEditable\" title=\"\u56f3\uff13\uff08\u672a\u6765\u306e\u4e88\u671f\uff09\"><img decoding=\"async\" class=\"hatena-fotolife\" title=\"f:id:gri-blog:20200222164034j:plain\" src=\"\/media\/wp\/wp-content\/uploads\/2021\/08\/20200222164034.jpg\" alt=\"f:id:gri-blog:20200222164034j:plain\" \/><figcaption>\u56f3\uff13\uff08\u672a\u6765\u306e\u4e88\u671f\uff09<\/figcaption><\/figure>\n<h4>2. \u9ad8\u901f\u5316\u306b\u3088\u308b\u9867\u5ba2\u7406\u89e3\u306e<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%C2%BF%B3%D1%B2%BD\">\u591a\u89d2\u5316<\/a><\/h4>\n<p>\u7b2c\uff12\u70b9\u76ee\u306f\u3001\u8d85\u9ad8\u901f\u306b\u9ad8\u7cbe\u5ea6\u3067\u5b66\u7fd2\u3067\u304d\u308b<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a><a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%A5%A2%A5%EB%A5%B4%A5%EA%A5%BA%A5%E0\">\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/a>\u304c\u958b\u767a\u3055\u308c\u305f\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u7279\u5fb4\u91cf\u3068\u6b63\u89e3\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u6027\u3092\u5b66\u7fd2\u3059\u308b\u65b9\u6cd5\u306f\u3001\u3044\u304f\u3089\u3067\u3082\u5b58\u5728\u3057\u3066\u304a\u308a\u3001\u9ad8\u7cbe\u5ea6\u306a\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001\u6700\u8fd1\u307e\u3067\u306f\u8a08\u7b97\u6642\u9593\u304c\u3068\u3066\u3082\u304b\u304b\u308b\u3082\u306e\u3067\u3057\u305f\u3002\u4f8b\u3048\u3070\u9ad8\u6027\u80fd\u30b5\u30fc\u30d0\u3067\u591c\u9593\u30d0\u30c3\u30c1\u3067\u3082\u5b66\u7fd2\u304c\u7d42\u308f\u3089\u306a\u3044\u3088\u3046\u306a\u3053\u3068\u306f\u3001\u3088\u304f\u3042\u308a\u307e\u3057\u305f\u3002\u9ad8\u901f\u306b\u51e6\u7406\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u591a\u304f\u306e\u7a2e\u985e\u306e\u7279\u5fb4\u91cf\u3092<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u306b\u4f7f\u3048\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3088\u308a\u591a\u304f\u306e\u7279\u5fb4\u91cf\u3092\u4f7f\u3048\u3070\u3001\u9867\u5ba2\u306e\u7279\u5fb4\u3092\u591a\u89d2\u7684\u306b\u691c\u8a0e\u3067\u304d\u308b\u306e\u3067\u3001\u3088\u308a\u7acb\u4f53\u7684\u306b\u9867\u5ba2\u3092\u7406\u89e3\u3067\u304d\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u3088\u308a\u826f\u3044\u65bd\u7b56\u7acb\u6848\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n<h4>3. ETL\u30c4\u30fc\u30eb\u306b\u3088\u308b\u524d\u51e6\u7406\u306e\u73fe\u5834\u3078\u306e\u6d78\u900f<\/h4>\n<p>\u7b2c\uff13\u70b9\u76ee\u306f\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u7528\u306e\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3057\u3084\u3059\u304f\u306a\u3063\u305f\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u4f01\u696d\u3068\u9867\u5ba2\u306e\u63a5\u70b9\u306f\u5927\u5e45\u306b\u5897\u3048\u3001\u9867\u5ba2ID\u3068\u5171\u306b<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/CRM\">CRM<\/a>\u3001EC\u3001\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3001SCM\u3001\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3001\u4f4d\u7f6e\u60c5\u5831\u53ce\u96c6\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306b\u30ed\u30b0\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30ed\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u653f\u5e9c\u306e\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30d1\u30d6\u30ea\u30c3\u30af\u30fb\u30c7\u30fc\u30bf\u3084\u6c17\u8c61\u30c7\u30fc\u30bf\u306a\u3069\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3082\u4e00\u822c\u7684\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30ed\u30b0\u3092\u307e\u3068\u3081\u3066\u6271\u3046\u306e\u306f\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/SQL\">SQL<\/a>\u306a\u3069\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/Java\">Java<\/a>\u3001R\u3084<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>\u306a\u3069\u3067\u524d\u51e6\u7406\u306e\u305f\u3081\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u30a8\u30f3\u30b8\u30cb\u30a2\u7d20\u990a\u306e\u3042\u308b\u4eba\u304c\u66f8\u304f\u306e\u304c\u4e3b\u6d41\u3067\u3057\u305f\u3002\u3053\u308c\u3089\u306f<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6d88\u8cbb\u6642\u9593\u306e80%\u3068\u547c\u3070\u308c\u3066\u304a\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u306e<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%A5%C9%A5%E1%A5%A4%A5%F3\">\u30c9\u30e1\u30a4\u30f3<\/a>\u77e5\u8b58\u3092\u6709\u3057\u3066\u3044\u306a\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u80cc\u666f\u3092\u30c7\u30fc\u30bf\u304b\u3089\u7406\u89e3\u3059\u308b\u6642\u9593\u3082\u591a\u304f\u8cbb\u3084\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u8fd1\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u304c\u5f97\u610f\u306aETL\u30c4\u30fc\u30eb\uff08\u56f3\uff14\uff09\u304c\u5e83\u307e\u308a\u3001\u73fe\u5834\u306e\u65bd\u7b56\u7acb\u6848\u62c5\u5f53\u8005\u304c\u7279\u5fb4\u91cf\u306e\u6e96\u5099\u3092\u7c21\u5358\u306b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001Alteryx\u3084Tableau Prep\u306a\u3069\u3092\u4f7f\u3046\u3068<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/GUI\">GUI<\/a>\u306e\u64cd\u4f5c\u3067\u3001\u591a\u69d8\u306a\u30bd\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\uff08\u30b5\u30a4\u30c8<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%A5%A2%A5%AF%A5%BB%A5%B9%B2%F2%C0%CF\">\u30a2\u30af\u30bb\u30b9\u89e3\u6790<\/a>\u30c4\u30fc\u30eb\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/CRM\">CRM<\/a>\u30b7\u30b9\u30c6\u30e0\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%A5%AF%A5%E9%A5%A6%A5%C9\">\u30af\u30e9\u30a6\u30c9<\/a>\u30b5\u30fc\u30d3\u30b9\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/RDBMS\">RDBMS<\/a>\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3001NoSQL\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/Hadoop\">Hadoop<\/a>\uff09\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5f62\u51e6\u7406\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u6d3b\u7528\u3067\u5927\u5e45\u306a\u6642\u9593\u77ed\u7e2e\u304c\u898b\u8fbc\u307e\u308c\u307e\u3059\u3002\u3088\u3063\u3066\u3001\u4eca\u307e\u3067\u4f55\u5e74\u3082\u30d3\u30b8\u30cd\u30b9\u3092\u3084\u3063\u3066\u304d\u3066\u3001\u3053\u3093\u306a\u77ed\u6642\u9593\u3067\u591a\u89d2\u7684\u306b\u9867\u5ba2\u306e\u7279\u5fb4\u3092\u7406\u89e3\u3067\u304d\u308b\u3068\u306f\u601d\u308f\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u611f\u60f3\u304c\u51fa\u3066\u304d\u307e\u3059\u3002<\/p>\n<figure class=\"figure-image figure-image-fotolife mceNonEditable\" title=\"\u56f3\uff14\uff08ETL\u30c4\u30fc\u30eb\u306e\u4f4d\u7f6e\u4ed8\u3051\uff09\"><img decoding=\"async\" class=\"hatena-fotolife\" title=\"f:id:gri-blog:20200222170754j:plain\" src=\"\/media\/wp\/wp-content\/uploads\/2021\/08\/20200222170754.jpg\" alt=\"f:id:gri-blog:20200222170754j:plain\" \/><figcaption>\u56f3\uff14\uff08ETL\u30c4\u30fc\u30eb\u306e\u4f4d\u7f6e\u4ed8\u3051\uff09<\/figcaption><\/figure>\n<h4>4. <a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u89e3\u91c8\u6027\u306e\u5411\u4e0a<\/h4>\n<p>\u7b2c\uff14\u70b9\u76ee\u306f\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u306e\u89e3\u91c8\u306e\u3057\u3084\u3059\u3055\u304c\u5411\u4e0a\u3057\u305f\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u65e7\u6765\u306e<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306f\u3001\u4e88\u6e2c\u7cbe\u5ea6\u306e\u5411\u4e0a\u3068\u9ad8\u901f\u5316\u306e\u307f\u304c\u6700\u5927\u306e\u95a2\u5fc3\u4e8b\u3067\u3057\u305f\u3002\u4ee5\u524d\u306f<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u5224\u5b9a\u904e\u7a0b\u306f<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%A5%D6%A5%E9%A5%C3%A5%AF%A5%DC%A5%C3%A5%AF%A5%B9\">\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9<\/a>\u3067\u3001\u4eba\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u5b9f\u7528\u6027\u304c\u5b9f\u8a3c\u3055\u308c\u306f\u3058\u3081\u308b\u3068\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u89e3\u91c8\u6027\u3084\u516c\u5e73\u6027\u304c\u8b70\u8ad6\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u767a\u9054\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u56f3\uff15\u306b\u793a\u3059\u3088\u3046\u306a\u512a\u826f\u9867\u5ba2\u3092\u5224\u5225\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u7279\u5fb4\u91cf\u30c8\u30c3\u30d7\uff11\uff10\u3084\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u91cf\u304c\u3069\u306e\u3088\u3046\u306b\u5224\u5225\u306b\u5bc4\u4e0e\u3057\u3066\u3044\u308b\u304b\u306e\u611f\u5ea6\u5206\u6790\uff08Partial Dependence Plot\uff09\u306b\u3088\u308a\u3001\u65bd\u7b56\u62c5\u5f53\u8005\u304c<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u3064\u307e\u308a\u3001\u3069\u306e\u7279\u5fb4\u91cf\u304c\u3069\u306e\u3088\u3046\u306b\u52b9\u3044\u3066\u3044\u308b\u304b\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u73fe\u5834\u3067\u7d0d\u5f97\u611f\u306e\u3042\u308b<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u306e\u9078\u5b9a\u3001\u53ca\u3073\u7279\u5fb4\u91cf\u3068\u65bd\u7b56\u7acb\u6848\u306e\u95a2\u4fc2\u3092\u601d\u8003\u30ec\u30d9\u30eb\u3067\u7d50\u3073\u4ed8\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3057\u305f\u3002<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u3092\u5c0e\u5165\u3057\u305f\u73fe\u5834\u3067\u771f\u3063\u5148\u306b\u9078\u3070\u308c\u308b\u3053\u3068\u306f\u3001\u52b9\u679c\u306e\u8584\u3044\u65bd\u7b56\u3092\u5ec3\u6b62\u3059\u308b\u3053\u3068\u3060\u3063\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n<figure class=\"figure-image figure-image-fotolife mceNonEditable\" title=\"\u56f3\uff15\uff08\u6a5f\u68b0\u5b66\u7fd2\u306e\u89e3\u91c8\uff09\"><img decoding=\"async\" class=\"hatena-fotolife\" title=\"f:id:gri-blog:20200222171006j:plain\" src=\"\/media\/wp\/wp-content\/uploads\/2021\/08\/20200222171006.jpg\" alt=\"f:id:gri-blog:20200222171006j:plain\" \/><figcaption>\u56f3\uff15\uff08<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u89e3\u91c8\uff09<\/figcaption><\/figure>\n<h4>5. <a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/PDCA\">PDCA<\/a>\u3084OODA\u30b5\u30a4\u30af\u30eb\u3078\u306e<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u63a8\u8ad6\u7d50\u679c\u306e\u7d44\u307f\u8fbc\u307f<\/h4>\n<p>\u7b2c\uff15\u70b9\u76ee\u306f\u3001<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u52b9\u7387\u7684\u306a\u63a8\u8ad6\u5229\u7528\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u6700\u65b0\u306e\u72b6\u614b\u306e\u9867\u5ba2\u30c7\u30fc\u30bf\u304b\u3089<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u3088\u308a\u3001\u512a\u826f\u9867\u5ba2\u306e\u614b\u5ea6\u5909\u5bb9\u78ba\u7387\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306f<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u3068\u5148\u307b\u3069\u306eETL\u30c4\u30fc\u30eb\u3084BI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u65bd\u7b56\u7acb\u6848\u62c5\u5f53\u8005\u81ea\u3089\u7121\u9650\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u5168\u81ea\u52d5\u5316\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u3044\u3064\u3067\u3082\u3069\u3053\u3067\u3082\u9867\u5ba2\u884c\u52d5\u306e\u4e88\u6e2c\u7d50\u679c\u3092\u7acb\u4f53\u7684\u306b\u53ef\u8996\u5316\u3057\u305f<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%A5%C0%A5%C3%A5%B7%A5%E5\">\u30c0\u30c3\u30b7\u30e5<\/a>\u30dc\u30fc\u30c9\uff08\u56f3\uff16\uff09\u3067\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4eca\u307e\u3067\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3084\u30b0\u30e9\u30d5\u4f5c\u6210\u306b\u6642\u9593\u3092\u6d6a\u8cbb\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u304a\u5ba2\u69d8\u306b\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u826f\u3055\u3092\u7406\u89e3\u3057\u3066\u3082\u3089\u3046\u305f\u3081\u306e\u65bd\u7b56\u5b9f\u65bd\u306b\u6642\u9593\u3092\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u6700\u65b0\u306e\u9867\u5ba2\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001ETL\u30c4\u30fc\u30eb\u3084BI\u30c4\u30fc\u30eb\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30c7\u30fc\u30bf\u3092\u5897\u5e45\u3055\u305b\u3001\u3044\u304f\u3064\u304b\u306eWhat-if\u30b7\u30ca\u30ea\u30aa\u3092\u4f5c\u3063\u305f\u4e0a\u3067\u306e\u512a\u826f\u9867\u5ba2\u306b\u306a\u308b\u78ba\u7387\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u3088\u3063\u3066\u65bd\u7b56\u306e\u52b9\u679c\u691c\u8a3c<a 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href=\"http:\/\/d.hatena.ne.jp\/keyword\/%CD%AD%B5%A1\">\u6709\u6a5f<\/a>\u7684\u306a\u7d44\u7e54\u306e\u69cb\u7bc9\u306f\u4f01\u696d\u306b\u3088\u308a\u5343\u5dee\u4e07\u5225\u306a\u306e\u3067\u3001<a href=\"https:\/\/gri.jp\/contact\/?id=9773\">\u521d\u671f\u5c0e\u5165\u30b3\u30f3\u30b5\u30eb\u30c6\u30fc\u30b7\u30e7\u30f3<\/a>\u3092\u304a\u85a6\u3081\u3057\u3066\u3044\u307e\u3059\u3002<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u6271\u3044\u3092\u3054\u5b58\u77e5\u306e\u65b9\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u3068\u540c\u6642\u306b<a class=\"keyword\" href=\"http:\/\/d.hatena.ne.jp\/keyword\/%B5%A1%B3%A3%B3%D8%BD%AC\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3078\u3068\u9032\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u53e4\u5e61\u5f81\u53f2<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9069\u5207\u306a\u554f\u3044\u3068\u306f 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