{"id":39400,"date":"2025-04-30T06:22:21","date_gmt":"2025-04-30T06:22:21","guid":{"rendered":"https:\/\/www.railscarma.com\/?p=39400"},"modified":"2026-01-01T05:14:13","modified_gmt":"2026-01-01T05:14:13","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a6%e3%82%a7%e3%82%a2%e3%83%8f%e3%82%a6%e3%82%b9%e3%81%ae%e3%81%9f%e3%82%81%e3%81%aeruby-on-rails%e5%ae%8c%e5%85%a8%e3%82%ac%e3%82%a4%e3%83%89","status":"publish","type":"post","link":"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a6%e3%82%a7%e3%82%a2%e3%83%8f%e3%82%a6%e3%82%b9%e3%81%ae%e3%81%9f%e3%82%81%e3%81%aeruby-on-rails%e5%ae%8c%e5%85%a8%e3%82%ac%e3%82%a4%e3%83%89\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u305f\u3081\u306eRuby on Rails\u306e\u4f7f\u7528\uff1a\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"39400\" class=\"elementor elementor-39400\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c8ba1d7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c8ba1d7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a4225c5\" data-id=\"a4225c5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73fa2aa elementor-widget elementor-widget-text-editor\" data-id=\"73fa2aa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u5206\u6790\u3001\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u6226\u7565\u7684\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u8981\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306fJava\u3084Python\u306a\u3069\u306e\u8a00\u8a9e\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u304c\u591a\u304b\u3063\u305f\u304c\u3001Ruby on Rails\uff08RoR\uff09\u306f\u30e6\u30cb\u30fc\u30af\u3067\u52b9\u7387\u7684\u306a\u4ee3\u66ff\u624b\u6bb5\u3092\u63d0\u4f9b\u3059\u308b\u3002\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3001\u958b\u767a\u8005\u306b\u512a\u3057\u3044\u69cb\u6587\u3001\u8fc5\u901f\u306a\u958b\u767a\u80fd\u529b\u3067\u77e5\u3089\u308c\u308bRuby on Rails\u306f\u3001\u5805\u7262\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u5305\u62ec\u7684\u306a\u30ac\u30a4\u30c9\u3067\u306f\u3001Ruby on Rails\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3001\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3001\u304a\u3088\u3073\u6700\u9069\u5316\u30c6\u30af\u30cb\u30c3\u30af\u3092\u53d6\u308a\u4e0a\u3052\u306a\u304c\u3089\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u305f\u3081\u306bRuby on Rails\u3092\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u3092\u63a2\u308a\u307e\u3059\u3002<\/p><h3><strong>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u306f\u4f55\u304b\uff1f<\/strong><\/h3><p>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u6d3b\u52d5\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u53ce\u96c6\u3001\u4fdd\u7ba1\u3001\u7ba1\u7406\u3059\u308b\u3002\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u30af\u30a8\u30ea\u30fc\u3068\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u305f\u3081\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u4e00\u5143\u5316\u3055\u308c\u305f\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u3042\u308a\u3001\u7d44\u7e54\u304c\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u50be\u5411\u3092\u7279\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u7570\u306a\u308a\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u8aad\u307f\u53d6\u308a\u8ca0\u8377\u306e\u9ad8\u3044\u64cd\u4f5c\u3084\u8907\u96d1\u306a\u30af\u30a8\u30ea\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u30c6\u30e9\u30d0\u30a4\u30c8\u307e\u305f\u306f\u30da\u30bf\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p><p>Ruby on Rails\u306f\u3001Ruby\u3067\u8a18\u8ff0\u3055\u308c\u305f\u30b5\u30fc\u30d0\u30b5\u30a4\u30c9\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308a\u3001\u5f93\u6765\u306f\u52d5\u7684\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u67d4\u8edf\u6027\u3001\u5e83\u7bc4\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7d71\u5408\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b8\u30f3\u30b0\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3068\u3063\u3066\u5b9f\u884c\u53ef\u80fd\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p><h3><strong>\u30c7\u30fc\u30bf\u30fb\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306bRuby on Rails\u3092\u9078\u3076\u7406\u7531<\/strong><\/h3><p>Ruby on Rails\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b8\u30f3\u30b0\u306e\u8981\u6c42\u306b\u5408\u81f4\u3059\u308b\u3044\u304f\u3064\u304b\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\uff1a<\/p><ul><li><strong>\u6025\u901f\u306a\u767a\u5c55\uff1a<\/strong> Rails\u306f\u3001\u300c\u69cb\u6210\u3088\u308a\u3082\u898f\u7d04\u300d\u300cDRY\uff08Don't Repeat Yourself\uff09\u300d\u306e\u539f\u5247\u306b\u5f93\u3063\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306f\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u6700\u5c0f\u9650\u306e\u5b9a\u578b\u30b3\u30fc\u30c9\u3067\u8fc5\u901f\u306b\u69cb\u7bc9\u3067\u304d\u308b\u3002<\/li><li><strong>\u8c4a\u304b\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\uff1a<\/strong> Rails\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u3084\u308a\u53d6\u308a\u3001ETL\uff08Extract\u3001Transform\u3001Load\uff09\u30d7\u30ed\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u7c21\u7d20\u5316\u3059\u308bgems\uff08Ruby\u30e9\u30a4\u30d6\u30e9\u30ea\uff09\u306e\u81a8\u5927\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308b\u3002<\/li><li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u4e0d\u53ef\u77e5\u8ad6\uff1a<\/strong> Rails\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u3088\u304f\u4f7f\u308f\u308c\u308bPostgreSQL\u3001MySQL\u3001SQLite\u306a\u3069\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<\/li><li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff1a<\/strong> \u9069\u5207\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068Active Record\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u304c\u3042\u308c\u3070\u3001Rails\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8907\u96d1\u306a\u30af\u30a8\u30ea\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u3002<\/li><li><strong>\u5730\u57df\u793e\u4f1a\u306e\u30b5\u30dd\u30fc\u30c8\uff1a<\/strong> \u6d3b\u767a\u306aRails\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306f\u3001\u5e83\u7bc4\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3001\u304a\u3088\u3073\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u63d0\u4f9b\u3057\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u5bb9\u6613\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/li><\/ul><p>Rails\u306f\u3001\u5de8\u5927\u4f01\u696d\u304c\u5229\u7528\u3059\u308b\u3088\u3046\u306a\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u306f\u5411\u304b\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u4e2d\u5c0f\u898f\u6a21\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u3068\u4fdd\u5b88\u6027\u306b\u512a\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u3092\u76ee\u6307\u3059\u65b0\u8208\u4f01\u696d\u306b\u306f\u6700\u9069\u3067\u3059\u3002<\/p><h3><strong>Ruby on Rails\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u4e3b\u306a\u69cb\u6210\u8981\u7d20<\/strong><\/h3><p>Ruby on Rails\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001\u4e3b\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u3001Rails\u304c\u305d\u308c\u305e\u308c\u3092\u3069\u306e\u3088\u3046\u306b\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff1a<\/p><ul><li><strong>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9<\/strong> \u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001API\u3001CSV\u30d5\u30a1\u30a4\u30eb\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u307e\u3059\u3002Rails\u306f\u3001API\u7528\u306ehttparty\u3084CSV\u51e6\u7406\u7528\u306esmarter_csv\u306e\u3088\u3046\u306agem\u3092\u4f7f\u3063\u3066\u3053\u308c\u3089\u306e\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/li><li><strong>ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff1a<\/strong> ETL\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u5909\u63db\uff08\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3084\u96c6\u8a08\u306a\u3069\uff09\u3057\u3066\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002Rails\u3067\u306f\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u7528\u306esidekiq\u3084ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u7528\u306ekiba\u306e\u3088\u3046\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066ETL\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/li><li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\uff1a<\/strong> \u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u81ea\u4f53\u306f\u901a\u5e38\u3001\u5206\u6790\u30af\u30a8\u30ea\u7528\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u9ad8\u5ea6\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u3068JSONB\u30c7\u30fc\u30bf\u578b\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308bPostgreSQL\u306f\u3001Rails\u30d9\u30fc\u30b9\u306e\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u3088\u304f\u4f7f\u308f\u308c\u308b\u9078\u629e\u80a2\u3067\u3059\u3002<\/li><li><strong>\u30af\u30a8\u30ea\u3068\u30ec\u30dd\u30fc\u30c8\uff1a<\/strong> Rails\u306eActive Record ORM\u306f\u8907\u96d1\u306aSQL\u30af\u30a8\u30ea\u3092\u7c21\u7d20\u5316\u3057\u3001blazer\u3084chartkick\u306e\u3088\u3046\u306agem\u306f\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3068\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/li><li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\uff1a<\/strong> \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\u7528\u306epghero\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u7528\u306eredis\u306a\u3069\u306e\u30c4\u30fc\u30eb\u306f\u3001Rails\u306e\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li><\/ul><h3><strong>Ruby on Rails\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u69cb\u7bc9\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u30ac\u30a4\u30c9<\/strong><\/h3><h5><strong>1.Rails\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/strong><\/h5><p>\u307e\u305a\u65b0\u3057\u3044Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002Ruby\uff08\u30d0\u30fc\u30b8\u30e7\u30f33.0\u4ee5\u964d\uff09\u3068Rails\uff08\u30d0\u30fc\u30b8\u30e7\u30f37.0\u4ee5\u964d\uff09\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p><h5><strong>2.\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/h5><p>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u306f\u901a\u5e38\u3001\u30b9\u30bf\u30fc\u578b\u30b9\u30ad\u30fc\u30de\u307e\u305f\u306f\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u578b\u30b9\u30ad\u30fc\u30de\u304c\u4f7f\u7528\u3055\u308c\u3001\u4e2d\u592e\u306e\u30d5\u30a1\u30af\u30c8\u30fb\u30c6\u30fc\u30d6\u30eb\uff08\u5b9a\u91cf\u30c7\u30fc\u30bf\u3092\u542b\u3080\uff09\u3092\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30fb\u30c6\u30fc\u30d6\u30eb\uff08\u8a18\u8ff0\u5c5e\u6027\u3092\u542b\u3080\uff09\u304c\u56f2\u307f\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u8ca9\u58f2\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff1a<\/p><ul><li><strong>\u30d5\u30a1\u30af\u30c8\u30fb\u30c6\u30fc\u30d6\u30eb<\/strong> \u58f2\u4e0a (\u30ab\u30e9\u30e0: id, amount, date, product_id, customer_id)<\/li><li><strong>\u5bf8\u6cd5\u8868\uff1a<\/strong> products\uff08\u30ab\u30e9\u30e0\uff1aid\u3001name\u3001category\uff09\u3001customers\uff08\u30ab\u30e9\u30e0\uff1aid\u3001name\u3001location\uff09<\/li><\/ul><h5><strong>3.ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9<\/strong><\/h5><p>ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3067\u3059\u3002\u3053\u3053\u3067\u306fRails\u3067\u306e\u5b9f\u88c5\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/p><ul><li><strong>\u5909\u8eab\u3059\u308b\uff1a<\/strong> \u30c7\u30fc\u30bf\u5909\u63db\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u6b63\u898f\u5316\u3001\u96c6\u8a08\u304c\u542b\u307e\u308c\u308b\u3002<\/li><li><strong>\u8ca0\u8377\u3092\u304b\u3051\u308b\uff1a<\/strong> \u30c7\u30fc\u30bf\u306f\u62bd\u51fa\u30d5\u30a7\u30fc\u30ba\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30ec\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30ed\u30fc\u30c9\u3055\u308c\u308b\u3002\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u306b\u306f\u3001\u4e00\u62ec\u633f\u5165\u306b activerecord-import \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li><\/ul><h5><strong>4.\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6700\u9069\u5316<\/strong><\/h5><ul><li><strong>\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\uff1a<\/strong> \u975e\u5e38\u306b\u5927\u304d\u306a\u30c6\u30fc\u30d6\u30eb\u306e\u5834\u5408\u306f\u3001PostgreSQL\u306e\u30c6\u30fc\u30d6\u30eb\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3084\u3059\u3044\u5c0f\u3055\u306a\u584a\u306b\u5206\u5272\u3057\u307e\u3059\u3002Rails 7.0+\u3067\u306fPostgreSQL\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li><li><strong>\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30fb\u30d3\u30e5\u30fc\uff1a<\/strong> \u4e8b\u524d\u306b\u8a08\u7b97\u3055\u308c\u305f\u96c6\u7d04\u306e\u305f\u3081\u306b\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30fb\u30d3\u30e5\u30fc\u3092\u4f5c\u6210\u3057\u3001\u30af\u30a8\u30ea\u3092\u9ad8\u901f\u5316\u3059\u308b\u3002<\/li><\/ul><h3><strong>Rails\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/strong><\/h3><ul><li><strong>ETL\u30ed\u30b8\u30c3\u30af\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\uff1a<\/strong> \u4fdd\u5b88\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001ETL\u30b3\u30fc\u30c9\u3092\u30b5\u30fc\u30d3\u30b9\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5c02\u7528\u30af\u30e9\u30b9\u3067\u6574\u7406\u3057\u3066\u304a\u304f\u3002<\/li><li><strong>\u30d0\u30eb\u30af\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\uff1a<\/strong> activerecord-import\u3092\u6d3b\u7528\u3057\u3001\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u3092\u9ad8\u901f\u5316\u3002<\/li><li><strong>\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u3059\u308b\uff1a<\/strong> Active Record\u3067includes\u3084eager_load\u3092\u4f7f\u7528\u3057\u305fN+1\u30af\u30a8\u30ea\u3092\u907f\u3051\u308b\u3002<\/li><li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3059\u308b\uff1a<\/strong> PgHero\u3084New Relic\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3067\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9a\u671f\u7684\u306b\u5206\u6790\u3059\u308b\u3002<\/li><li><strong>\u5b89\u5168\u306a\u30c7\u30fc\u30bf\uff1a<\/strong> \u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u5b9f\u88c5\u3057\u3001attr_encrypted\u306e\u3088\u3046\u306agems\u3092\u4f7f\u7528\u3057\u3066\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6697\u53f7\u5316\u3059\u308b\u3002<\/li><li><strong>\u5fb9\u5e95\u7684\u306b\u30c6\u30b9\u30c8\u3059\u308b\uff1a<\/strong> RSpec\u307e\u305f\u306fMinitest\u3092\u4f7f\u7528\u3057\u3066\u3001ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304a\u3088\u3073\u30af\u30a8\u30ea\u306e\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u304a\u3088\u3073\u7d71\u5408\u30c6\u30b9\u30c8\u3092\u8a18\u8ff0\u3059\u308b\u3002<\/li><\/ul><h3><strong>\u8ab2\u984c\u3068\u9650\u754c<\/strong><\/h3><p>Ruby on Rails\u306f\u5f37\u529b\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3059\uff1a<\/p><ul><li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30a2\u30c3\u30c8\u30fb\u30b9\u30b1\u30fc\u30eb\uff1a<\/strong> Rails\u306f\u3001Snowflake\u3084BigQuery\u306e\u3088\u3046\u306a\u5c02\u9580\u7684\u306a\u30c4\u30fc\u30eb\u3068\u6bd4\u3079\u308b\u3068\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u30b9\u30b1\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u306f\u82e6\u52b4\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/li><li><strong>\u4e26\u884c\u6027\uff1a<\/strong> Rails\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306f\u5927\u898f\u6a21\u306a\u4e26\u5217\u30af\u30a8\u30ea\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u614e\u91cd\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li><li><strong>\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\uff1a<\/strong> Rails\u306b\u306f\u591a\u304f\u306e\u9038\u54c1\u304c\u3042\u308b\u304c\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306ePython\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u306f\u6df1\u307f\u304c\u306a\u3044\u3002<\/li><\/ul><p>\u3053\u308c\u3089\u3092\u8efd\u6e1b\u3059\u308b\u306b\u306f\u3001Rails\u3092\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306eApache Spark\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u304b\u3001Amazon Redshift\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u7d71\u5408\u3059\u308b\u3002<\/p><h3><strong>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306bRuby on Rails\u3092\u4f7f\u7528\u3059\u308b\u5c06\u6765\u7684\u306a\u30e1\u30ea\u30c3\u30c8<\/strong><\/h3><p>\u4f01\u696d\u304c\u307e\u3059\u307e\u3059\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u4f9d\u5b58\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u306b\u3064\u308c\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u6700\u65b0\u306e\u5206\u6790\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3042\u308a\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002Ruby on Rails\uff08RoR\uff09\u306f\u3001\u4f1d\u7d71\u7684\u306bWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3067\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3001\u67d4\u8edf\u6027\u3001\u304a\u3088\u3073\u958b\u767a\u8005\u306b\u512a\u3057\u3044\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30cb\u30c3\u30c1\u3092\u5207\u308a\u958b\u304d\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306bRuby on Rails\u3092\u4f7f\u7528\u3059\u308b\u5c06\u6765\u7684\u306a\u5229\u70b9\u3092\u63a2\u308a\u3001\u9032\u5316\u3059\u308b\u30c7\u30fc\u30bf\u74b0\u5883\u3067\u7d44\u7e54\u3092\u6210\u529f\u306b\u5c0e\u304f\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p><h5><strong>1.\u958b\u767a\u306e\u52a0\u901f\u5316\u3067\u6d1e\u5bdf\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e<\/strong><\/h5><p>\u4eca\u5f8c\u3001\u4f01\u696d\u304c\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u8fc5\u901f\u306b\u5c0e\u304d\u51fa\u3055\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u306b\u76f4\u9762\u3059\u308b\u306b\u3064\u308c\u3001Ruby on Rails \u306e\u8fc5\u901f\u306a\u958b\u767a\u80fd\u529b\u306f\u5927\u304d\u306a\u5229\u70b9\u3068\u306a\u308a\u307e\u3059\u3002Rails \u306e\u300c\u69cb\u6210\u3088\u308a\u3082\u898f\u7d04\u300d\u3068\u300c\u81ea\u5206\u81ea\u8eab\u3092\u7e70\u308a\u8fd4\u3055\u306a\u3044\u300d\uff08DRY\uff09\u539f\u5247\u306f\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3092\u5408\u7406\u5316\u3057\u3001\u30c1\u30fc\u30e0\u306f Java \u306e\u3088\u3046\u306a\u5197\u9577\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3084 Apache Hadoop \u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3088\u308a\u3082\u8fc5\u901f\u306b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u304a\u3088\u3073\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><ul><li><strong>\u5c06\u6765\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/strong> \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3068\u30a2\u30b8\u30e3\u30a4\u30eb\u306a\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306e\u53f0\u982d\u306b\u3088\u308a\u3001Rails\u306e\u8fc5\u901f\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u4f5c\u6210\u3068\u53cd\u5fa9\u306e\u80fd\u529b\u306f\u3001\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\uff08IoT\u30c7\u30d0\u30a4\u30b9\u3084\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u30fb\u30b9\u30c8\u30ea\u30fc\u30e0\u306a\u3069\uff09\u306e\u7d71\u5408\u3084AI\u4e3b\u5c0e\u306e\u5206\u6790\u306e\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u3001\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u65b0\u305f\u306a\u8981\u4ef6\u306b\u9069\u5fdc\u3055\u305b\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/li><li><strong>\u4f8b\uff1a<\/strong> \u65b0\u8208\u4f01\u696d\u306fRails\u3092\u4f7f\u3063\u3066\u6570\u9031\u9593\u3067\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u69cb\u7bc9\u3057\u3001API\u304b\u3089\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304c\u3001\u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u7af6\u5408\u4ed6\u793e\u306f\u6570\u30ab\u6708\u304b\u304b\u308b\u3053\u3068\u3082\u3042\u308b\u3002<\/li><\/ul><h5><strong>2.\u4e2d\u5c0f\u4f01\u696d\u306e\u305f\u3081\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong><\/h5><p>\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u4eca\u5f8c\u306e\u4e3b\u6d41\u3068\u306a\u308b\u4e2d\u3001Ruby on Rails\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u4e2d\u5c0f\u4f01\u696d\uff08SME\uff09\u306b\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u9078\u629e\u80a2\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Rails\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6027\u8cea\u306f\u3001\u7121\u6599\u306egem\uff08smarter_csv\u3001activerecord-import\u3001chartkick\u306a\u3069\uff09\u306e\u8c4a\u5bcc\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u76f8\u307e\u3063\u3066\u3001Oracle\u3084Teradata\u306e\u3088\u3046\u306a\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b8\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u6bd4\u3079\u3066\u30e9\u30a4\u30bb\u30f3\u30b9\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/p><ul><li><strong>\u5c06\u6765\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/strong> \u7d4c\u6e08\u304c\u4e0d\u900f\u660e\u3067\u4e88\u7b97\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u4e2d\u3001\u4e2d\u5c0f\u4f01\u696d\u306f\u3001Rails\u306e\u4f4e\u3044\u521d\u671f\u8cbb\u7528\u3068\u3001AWS\u3001Google Cloud\u3001Heroku\u306e\u3088\u3046\u306a\u624b\u9803\u306a\u4fa1\u683c\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5b9f\u884c\u3067\u304d\u308b\u80fd\u529b\u304b\u3089\u6069\u6075\u3092\u53d7\u3051\u308b\u3067\u3057\u3087\u3046\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u6c11\u4e3b\u5316\u3055\u308c\u3001\u4e2d\u5c0f\u4f01\u696d\u304c\u5927\u4f01\u696d\u3068\u7af6\u4e89\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li><li><strong>\u4f8b\uff1a<\/strong> \u5c0f\u58f2\u696d\u306e\u4e2d\u5c0f\u4f01\u696d\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u4e0a\u3067Rails\u3068PostgreSQL\u3092\u4f7f\u3063\u3066\u8ca9\u58f2\u5206\u6790\u7528\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30b0\u30ec\u30fc\u30c9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u9ad8\u984d\u306a\u30b3\u30b9\u30c8\u3092\u56de\u907f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li><\/ul><h5><strong>3.\u6700\u65b0\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408<\/strong><\/h5><p>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u672a\u6765\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30c4\u30fc\u30eb\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u7d71\u5408\u3059\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u3042\u308b\u3002Ruby on Rails \u306e\u67d4\u8edf\u6027\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3068\u3089\u308f\u308c\u306a\u3044\u8a2d\u8a08\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff08Amazon Redshift\u3001Google BigQuery \u306a\u3069\uff09\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08Apache Kafka \u306a\u3069\uff09\u3001AI\/ML \u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u3069\u306e\u6700\u65b0\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u306e\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p><ul><li><strong>\u5c06\u6765\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/strong> \u7d44\u7e54\u304c\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u3084\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30c7\u30fc\u30bf\u6226\u7565\u3092\u63a1\u7528\u3059\u308b\u4e2d\u3001httparty\uff08API\u7528\uff09\u3084redis\uff08\u30ad\u30e3\u30c3\u30b7\u30e5\u7528\uff09\u306a\u3069\u306egem\u3092\u4ecb\u3057\u3066\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u63a5\u7d9a\u3067\u304d\u308bRails\u306e\u6a5f\u80fd\u306f\u3001\u7d71\u5408\u3092\u7c21\u7d20\u5316\u3059\u308b\u3002\u3055\u3089\u306b\u3001sidekiq\u306b\u3088\u308bRails\u306e\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u51e6\u7406\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306eETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30c8\u306a\u6d1e\u5bdf\u306e\u8981\u6c42\u306b\u5fdc\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li><li><strong>\u4f8b\uff1a<\/strong> \u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u4f01\u696d\u306f\u3001Rails\u3092\u4f7f\u7528\u3057\u3066Kafka\u304b\u3089\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u5909\u63db\u3057\u3066Redshift\u306b\u30ed\u30fc\u30c9\u3057\u3001Rails\u306e\u30e2\u30b8\u30e5\u30e9\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u91cf\u306e\u5897\u52a0\u306b\u5408\u308f\u305b\u3066\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li><\/ul><h5><strong>4.\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u4eba\u6750\u78ba\u4fdd<\/strong><\/h5><p>\u4f01\u696d\u304c\u719f\u7df4\u3057\u305f\u4eba\u6750\u306e\u7372\u5f97\u306b\u3057\u306e\u304e\u3092\u524a\u308b\u4e2d\u3001\u958b\u767a\u8005\u306e\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u63a1\u7528\u306e\u91cd\u8981\u306a\u8981\u7d20\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002Ruby on Rails \u306e\u304d\u308c\u3044\u306a\u69cb\u6587\u3001\u8c4a\u5bcc\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306f\u3001\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3068\u6e80\u8db3\u5ea6\u3092\u9ad8\u3081\u3001\u4f5c\u696d\u3059\u308b\u559c\u3073\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8907\u96d1\u306aETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084\u5206\u6790\u30af\u30a8\u30ea\u304c\u52b9\u7387\u7684\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u306f\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p><ul><li><strong>\u5c06\u6765\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/strong> \u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u958b\u767a\u8005\u306e\u9700\u8981\u304c\u9ad8\u307e\u308b\u4e2d\u3001Rails \u306e\u4f7f\u3044\u3084\u3059\u3055\u306f\u4eba\u6750\u3092\u60f9\u304d\u3064\u3051\u3001\u5165\u793e\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b Rails \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u3001\u30e2\u30c0\u30f3\u3067\u697d\u3057\u3044\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3088\u308a\u7169\u96d1\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u95a2\u9023\u3059\u308b\u71c3\u3048\u5c3d\u304d\u75c7\u5019\u7fa4\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li><li><strong>\u4f8b\uff1a<\/strong> \u6280\u8853\u7cfb\u65b0\u8208\u4f01\u696d\u306f\u3001Rails\u306e\u898f\u7d04\u3092\u3059\u3050\u306b\u7fd2\u5f97\u3067\u304d\u308b\u30b8\u30e5\u30cb\u30a2\u958b\u767a\u8005\u3092\u96c7\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u5f7c\u3089\u306f\u5927\u898f\u6a21\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u53d7\u3051\u308b\u3053\u3068\u306a\u304f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u8ca2\u732e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li><\/ul><h5><strong>5.\u5897\u5927\u3059\u308b\u30c7\u30fc\u30bf\u30cb\u30fc\u30ba\u306b\u5bfe\u3059\u308b\u62e1\u5f35\u6027<\/strong><\/h5><p>Ruby on Rails\u306f\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u30b9\u30b1\u30fc\u30eb\u306e\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u5411\u3051\u306b\u7279\u5316\u3057\u305f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c4\u30fc\u30eb\u306e\u751f\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u306f\u53ca\u3070\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u305d\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u6a5f\u80fd\u306f\u591a\u304f\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3068\u3063\u3066\u5341\u5206\u3067\u3042\u308a\u3001\u30ea\u30ea\u30fc\u30b9\u3054\u3068\u306b\u6539\u5584\u3055\u308c\u3066\u3044\u308b\u3002Rails 7.0+\u3067\u306f\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3084\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30fb\u30d3\u30e5\u30fc\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306aPostgreSQL\u6a5f\u80fd\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u304a\u308a\u3001pghero\u3084redis\u3068\u3044\u3063\u305f\u30c4\u30fc\u30eb\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001Rails\u306f\u3088\u308a\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u305f\u3081\u306b\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><ul><li><strong>\u5c06\u6765\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/strong> \u30c7\u30fc\u30bf\u91cf\u306e\u5897\u5927\u306b\u4f34\u3044\u3001Rails\u306e\u6c34\u5e73\u65b9\u5411\uff08\u30af\u30e9\u30a6\u30c9\u5c55\u958b\u306b\u3088\u308b\uff09\u304a\u3088\u3073\u5782\u76f4\u65b9\u5411\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6700\u9069\u5316\u306b\u3088\u308b\uff09\u62e1\u5f35\u80fd\u529b\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u4e2d\u5c0f\u4f01\u696d\u3084\u4e2d\u5805\u4f01\u696d\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3067\u3057\u3087\u3046\u3002\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u306e\u6539\u5584\u3084\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u3001Rails\u306e\u5c06\u6765\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u305d\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306f\u3055\u3089\u306b\u5f37\u5316\u3055\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/li><li><strong>\u4f8b\uff1a<\/strong> e\u30b3\u30de\u30fc\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9867\u5ba2\u5206\u6790\u7528\u306bRails\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304b\u3089\u59cb\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u30fb\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u5897\u52a0\u306b\u5408\u308f\u305b\u3066\u30ea\u30fc\u30c9\u30fb\u30ec\u30d7\u30ea\u30ab\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u30fb\u30ec\u30a4\u30e4\u30fc\u3092\u8ffd\u52a0\u3057\u3066\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li><\/ul><h2><strong>\u7d50\u8ad6<\/strong><\/h2><p>Ruby on Rails \u306f\u3001\u7279\u306b\u5c0f\u898f\u6a21\u304b\u3089\u4e2d\u898f\u6a21\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u958b\u767a\u8005\u5411\u3051\u3067\u67d4\u8edf\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u305d\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u6d3b\u7528\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3046\u3053\u3068\u3067\u3001\u7d44\u7e54\u306e\u5206\u6790\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u5805\u7262\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5c02\u9580\u5bb6\u306b\u3088\u308b\u30ac\u30a4\u30c0\u30f3\u30b9\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u306e\u63d0\u643a\u3092\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.railscarma.com\/ja\/\">\u30ec\u30fc\u30eb\u30ab\u30fc\u30de<\/a>\u306e\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308b\u3002 <a href=\"https:\/\/www.railscarma.com\/ja\/\">Ruby on Rails\u958b\u767a<\/a>\u30c7\u30fc\u30bf\u30fb\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u3002<\/p><h2><strong>\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2><p><strong>1.\u306a\u305cPython\u3084Java\u306e\u3088\u3046\u306a\u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u3001Ruby on Rails\u3092\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u4f7f\u3046\u3079\u304d\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/strong><br \/>Ruby on Rails\u306f\u3001\u305d\u306e\u8fc5\u901f\u306a\u958b\u767a\u80fd\u529b\u3001\u958b\u767a\u8005\u306b\u512a\u3057\u3044\u69cb\u6587\u3001\u304a\u3088\u3073ETL\u30d7\u30ed\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u3084\u308a\u53d6\u308a\u3001\u304a\u3088\u3073\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u7c21\u7d20\u5316\u3059\u308bgem\u306e\u8c4a\u5bcc\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002Python\u3084Java\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u304c\u3001Rails\u306f\u5c0f\u898f\u6a21\u304b\u3089\u4e2d\u898f\u6a21\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u3088\u308a\u8fc5\u901f\u306a\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3068\u5bb9\u6613\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3068\u3089\u308f\u308c\u306a\u3044\u6027\u8cea\u306f\u3001\u5206\u6790\u30af\u30a8\u30ea\u306b\u7406\u60f3\u7684\u306aPostgreSQL\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u9078\u629e\u80a2\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p><p><strong>2.Ruby on Rails\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><br \/>\u306f\u3044\u3001Ruby on Rails\u306f\u9069\u5207\u306b\u6700\u9069\u5316\u3059\u308c\u3070\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3082\u6271\u3048\u307e\u3059\u3002activerecord-import\u306b\u3088\u308b\u4e00\u62ec\u30a4\u30f3\u30b5\u30fc\u30c8\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u3001\u30c6\u30fc\u30d6\u30eb\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3001PostgreSQL\u306e\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30d3\u30e5\u30fc\u306a\u3069\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Rails\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u7528\u306esidekiq\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u7528\u306eredis\u3068\u3044\u3063\u305f\u30c4\u30fc\u30eb\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u30b9\u30b1\u30fc\u30eb\u306e\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u306f\u3001Rails\u3092Apache Spark\u306e\u3088\u3046\u306a\u7279\u6b8a\u306a\u30c4\u30fc\u30eb\u3084Amazon Redshift\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u7d71\u5408\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p><p><strong>3.\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u305f\u3081\u306bRuby on Rails\u3067ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\uff1f<\/strong><br \/>Rails\u306eETL\uff08Extract, Transform, Load\uff09\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3001gems\u3068Active Record\u3092\u4f7f\u3063\u3066\u69cb\u7bc9\u3067\u304d\u308b\u3002\u62bd\u51fa\u306b\u306fCSV\u30d5\u30a1\u30a4\u30eb\u3092\u51e6\u7406\u3059\u308bsmarter_csv\u3084API\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308bhttparty\u3092\u4f7f\u3044\u307e\u3059\u3002\u5909\u63db\u3067\u306f\u3001Active Record\u306e\u30af\u30a8\u30ea\u3084\u30ab\u30b9\u30bf\u30e0\u30b5\u30fc\u30d3\u30b9\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3084\u96c6\u8a08\u3092\u884c\u3044\u307e\u3059\u3002\u30ed\u30fc\u30c9\u306b\u306f\u3001activerecord-import\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u4e00\u62ec\u30a4\u30f3\u30b5\u30fc\u30c8\u3092\u52b9\u7387\u7684\u306b\u884c\u3046\u3002sidekiq\u3067\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u7ba1\u7406\u3057\u3001\u975e\u540c\u671f\u51e6\u7406\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p><p><strong>4.Rails\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u306f\uff1f<\/strong><br \/>Rails\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\uff1a<\/p><ul><li>\u4fdd\u5b88\u6027\u306e\u305f\u3081\u306bETL\u30ed\u30b8\u30c3\u30af\u3092\u30b5\u30fc\u30d3\u30b9\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3002<\/li><li>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u3066\u30af\u30a8\u30ea\u3092\u9ad8\u901f\u5316\u3059\u308b\u3002<\/li><li>\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30fb\u30d3\u30e5\u30fc\u3092\u4e8b\u524d\u8a08\u7b97\u3055\u308c\u305f\u96c6\u7d04\u306b\u6d3b\u7528\u3059\u308b\u3002<\/li><li>\u983b\u7e41\u306b\u30a2\u30af\u30bb\u30b9\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306bredis\u3092\u4f7f\u3063\u305f\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u5b9f\u88c5\u3059\u308b\u3002<\/li><li>pghero\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3057\u3001sidekiq-scheduler\u3092\u4f7f\u3063\u3066\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\uff08\u30d0\u30ad\u30e5\u30fc\u30e0\u3084\u30d3\u30e5\u30fc\u306e\u66f4\u65b0\u306a\u3069\uff09\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3059\u308b\u3002<\/li><li>ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u30af\u30a8\u30ea\u306e\u30c6\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u3001\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3002<\/li><\/ul><p><strong>5.\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306bRuby on Rails\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u5236\u9650\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/strong><br \/>Ruby on Rails\u306f\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6709\u52b9\u3067\u3059\u304c\u3001\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002Snowflake\u3084BigQuery\u306e\u3088\u3046\u306a\u30da\u30bf\u30d0\u30a4\u30c8\u30b9\u30b1\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u307b\u3069\u3046\u307e\u304f\u52d5\u4f5c\u3057\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002Rails\u306e\u4e26\u884c\u51e6\u7406\u30e2\u30c7\u30eb\u306f\u3001\u5927\u898f\u6a21\u306a\u4e26\u5217\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u614e\u91cd\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001Rails\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u5805\u7262\u3067\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306ePython\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6df1\u3055\u306b\u306f\u6b20\u3051\u308b\u3002\u3053\u308c\u3089\u306b\u5bfe\u51e6\u3059\u308b\u306b\u306f\u3001Rails\u3092\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c4\u30fc\u30eb\u3084\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f28eee2 elementor-widget elementor-widget-text-editor\" data-id=\"f28eee2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u4e16\u754c\u4e2d\u306e\u7523\u696d\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u308b\u3002AI\u4e3b\u5c0e\u306e\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a6\u30a7\u30d6\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u4e16\u754c\u4e2d\u306e\u7523\u696d\u754c\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u308b\u3002 <strong>\u30eb\u30d3\u30fc\u30fb\u30aa\u30f3\u30fb\u30ec\u30a4\u30eb\u30ba\uff08RoR\uff09<\/strong> is unlocking new possibilities for businesses. As we enter 2026, AI and data analytics are expected to play an even bigger role in <strong>\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5411\u4e0a\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u610f\u601d\u6c7a\u5b9a<\/strong> Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u3002<\/p><p>\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f <strong>Ruby on Rails\u306b\u3088\u308bAI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u672a\u6765<\/strong>\u4eca\u5f8c\u6570\u5e74\u306e\u5c55\u671b\u3092\u5f62\u4f5c\u308b\u91cd\u8981\u306a\u30c8\u30ec\u30f3\u30c9\u3001\u30c4\u30fc\u30eb\u3001\u9769\u65b0\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3059\u308b\u3002<\/p><h3><strong>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u4f55\u304b\uff1f<\/strong><\/h3><p><strong>\u30c7\u30fc\u30bf\u5206\u6790<\/strong> \u3068\u306f\u3001\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u6709\u7528\u306a\u6d1e\u5bdf\u3001\u50be\u5411\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u3092\u8abf\u67fb\u3001\u6d17\u6d44\u3001\u5909\u63db\u3001\u89e3\u91c8\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3059\u3002\u751f\u30c7\u30fc\u30bf\u304b\u3089\u610f\u5473\u306e\u3042\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u3001\u69d8\u3005\u306a\u30c4\u30fc\u30eb\u3001\u6280\u8853\u3001\u65b9\u6cd5\u8ad6\u3092\u4f7f\u7528\u3059\u308b\u3002<\/p><h5><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e3b\u306a\u69cb\u6210\u8981\u7d20\uff1a<\/strong><\/h5><ul><li><strong>\u30c7\u30fc\u30bf\u53ce\u96c6<\/strong> - \u8907\u6570\u306e\u30bd\u30fc\u30b9\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30a6\u30a7\u30d6\u3001IoT\u30c7\u30d0\u30a4\u30b9\u306a\u3069\uff09\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3002<\/li><li><strong>\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3068\u51e6\u7406<\/strong> - \u4e0d\u6574\u5408\u3001\u6b20\u640d\u5024\u3001\u30a8\u30e9\u30fc\u3092\u53d6\u308a\u9664\u304f\u3002<\/li><li><strong>\u30c7\u30fc\u30bf\u5206\u6790<\/strong> - \u7d71\u8a08\u3084AI\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u89e3\u91c8\u3059\u308b\u3002<ul><li><strong>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/strong> - \u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u901a\u3058\u3066\u6d1e\u5bdf\u3092\u8868\u73fe\u3059\u308b\u3002<\/li><\/ul><\/li><li><strong>\u610f\u601d\u6c7a\u5b9a<\/strong> - \u5206\u6790\u7684\u6d1e\u5bdf\u3092\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u306e\u6539\u5584\u306b\u5f79\u7acb\u3066\u308b\u3002<\/li><\/ul><h5><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7a2e\u985e<\/strong><\/h5><ul><li><strong>\u8a18\u8ff0\u7684\u5206\u6790<\/strong> - \u50be\u5411\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306b\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u8981\u7d04\u3059\u308b\u3002<\/li><li><strong>\u8a3a\u65ad\u5206\u6790<\/strong> - \u904e\u53bb\u306e\u5b9f\u7e3e\u3092\u5206\u6790\u3057\u3001\u50be\u5411\u306e\u7406\u7531\u3092\u5224\u65ad\u3059\u308b\u3002<\/li><li><strong>\u4e88\u6e2c\u5206\u6790<\/strong> - AI\/ML\u3092\u6d3b\u7528\u3057\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5c06\u6765\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3002<\/li><li><strong>\u30d7\u30ea\u30b9\u30af\u30ea\u30d7\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/strong> - \u6700\u9069\u306a\u884c\u52d5\u3092\u63d0\u6848\u3059\u308b\u3002<\/li><\/ul><h5><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5fdc\u7528<\/strong><\/h5><ul><li><strong>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9<\/strong> - \u8ca9\u58f2\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u9867\u5ba2\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u6700\u9069\u5316\u3002<\/li><li><strong>\u5065\u5eb7\u7ba1\u7406<\/strong> - \u75c5\u6c17\u3092\u4e88\u6e2c\u3057\u3001\u60a3\u8005\u306e\u6cbb\u7642\u3092\u6539\u5584\u3059\u308b\u3002<\/li><li><strong>\u30d5\u30a1\u30a4\u30ca\u30f3\u30b9<\/strong> - \u4e0d\u6b63\u306e\u691c\u51fa\u3068\u30ea\u30b9\u30af\u7ba1\u7406<\/li><li><strong>\u5c0f\u58f2\uff06E\u30b3\u30de\u30fc\u30b9<\/strong> - \u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u88fd\u54c1\u306e\u63a8\u5968\u3002<\/li><li><strong>\u88fd\u9020\u696d<\/strong> - \u4e88\u77e5\u4fdd\u5168\u3068\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3002<\/li><\/ul><h3><strong>Ruby on Rails\u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/h3><p><strong>\u30eb\u30d3\u30fc\u30fb\u30aa\u30f3\u30fb\u30ec\u30a4\u30eb\u30ba\uff08RoR\uff09<\/strong> \u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 <strong>\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong> \u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3002 <strong>Ruby\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e<\/strong>.\u3092\u8e0f\u8972\u3057\u3066\u3044\u308b\u3002 <strong>\u30e2\u30c7\u30eb-\u30d3\u30e5\u30fc-\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\uff08MVC\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u4fdd\u5b88\u6027\u304c\u9ad8\u304f\u3001\u9ad8\u6027\u80fd\u306a\u30a6\u30a7\u30d6\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u3002<\/p><h5><strong>Ruby on Rails\u306e\u4e3b\u306a\u7279\u5fb4\uff1a<\/strong><\/h5><ul><li><strong>MVC\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong> - \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b8\u30c3\u30af\u3092 <strong>\u30e2\u30c7\u30eb\uff08\u30c7\u30fc\u30bf\uff09\u3001\u30d3\u30e5\u30fc\uff08UI\uff09\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\uff08\u30ed\u30b8\u30c3\u30af\uff09<\/strong> \u3088\u308a\u826f\u3044\u7d44\u7e54\u306e\u305f\u3081\u306b\u3002<\/li><li><strong>\u30b3\u30f3\u30d5\u30a3\u30ae\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b\u6761\u7d04\uff08CoC\uff09<\/strong> - \u8ce2\u660e\u306a\u30c7\u30d5\u30a9\u30eb\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306e\u5fc5\u8981\u6027\u3092\u8efd\u6e1b\u3057\u307e\u3059\u3002<\/li><li><strong>\u540c\u3058\u3053\u3068\u3092\u7e70\u308a\u8fd4\u3059\u306a\uff08DRY\uff09\u306e\u539f\u5247<\/strong> - \u518d\u5229\u7528\u6027\u3092\u4fc3\u9032\u3057\u3001\u5197\u9577\u306a\u30b3\u30fc\u30c9\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3002<\/li><li><strong>\u30d3\u30eb\u30c8\u30a4\u30f3ORM\uff08ActiveRecord\uff09<\/strong> - SQL\u30af\u30a8\u30ea\u3092\u66f8\u304f\u3053\u3068\u306a\u304f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002<\/li><li><strong>RESTful\u30c7\u30b6\u30a4\u30f3<\/strong> - \u30af\u30ea\u30fc\u30f3\u3067\u69cb\u9020\u5316\u3055\u308c\u305fAPI\u958b\u767a\u3092\u5968\u52b1\u3059\u308b\u3002<\/li><li><strong>\u30b8\u30a7\u30e0\uff06\u30d7\u30e9\u30b0\u30a4\u30f3<\/strong> - \u518d\u5229\u7528\u53ef\u80fd\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u8c4a\u5bcc\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u3092\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3002<\/li><li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd<\/strong> - \u5185\u8535\u306e\u4fdd\u8b77\u6a5f\u80fd <strong>SQL\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3001XSS\u3001CSRF\u653b\u6483<\/strong>.<\/li><\/ul><h5><strong>\u306a\u305cRuby on Rails\u3092\u4f7f\u3046\u306e\u304b\uff1f<\/strong><\/h5><ul><li><strong>\u6025\u901f\u306a\u767a\u5c55<\/strong> - \u3088\u308a\u5c11\u306a\u3044\u30b3\u30fc\u30c9\u3067\u3001\u3088\u308a\u901f\u304f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3002<\/li><li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6027<\/strong> - \u65b0\u8208\u4f01\u696d\u3084\u5927\u4f01\u696d\u306b\u6700\u9069\u3002<\/li><li><strong>\u5730\u57df\u793e\u4f1a\u306e\u5f37\u529b\u306a\u30b5\u30dd\u30fc\u30c8<\/strong> - \u6d3b\u767a\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u652f\u3048\u3089\u308c\u3066\u3044\u308b\u3002<\/li><li><strong>\u8cbb\u7528\u5bfe\u52b9\u679c<\/strong> - \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u958b\u767a\u6642\u9593\u3092\u77ed\u7e2e\u3002<\/li><\/ul><h5><strong>Ruby on Rails\u3067\u4f5c\u308b\u4eba\u6c17\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff1a<\/strong><\/h5><ul><li><strong>\u30a8\u30a2\u30d3\u30fc\u30a2\u30f3\u30c9\u30d3\u30fc<\/strong> - \u30ec\u30f3\u30bf\u30eb\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30de\u30fc\u30b1\u30c3\u30c8\u3002<\/li><li><strong>GitHub<\/strong> - \u958b\u767a\u8005\u304c\u30b3\u30fc\u30c9\u4e0a\u3067\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/li><li><strong>\u30b7\u30e7\u30c3\u30d4\u30d5\u30a1\u30a4<\/strong> - \u5927\u624be\u30b3\u30de\u30fc\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/li><li><strong>\u30d9\u30fc\u30b9\u30ad\u30e3\u30f3\u30d7<\/strong> - \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u30c4\u30fc\u30eb\u3002<\/li><li><strong>Hulu<\/strong> - \u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3002<\/li><\/ul><h3><strong>\u306a\u305cRuby on Rails\u3067AI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u304c\u91cd\u8981\u306a\u306e\u304b\uff1f<\/strong><\/h3><p>\u3067\u77e5\u3089\u308c\u308bRuby on Rails\u3002 <strong>\u30b7\u30f3\u30d7\u30eb\u3055\u3001\u52b9\u7387\u6027\u3001\u62e1\u5f35\u6027<\/strong>RoR\u306f\u3001\u30e2\u30c0\u30f3\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u6700\u91cd\u8981\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u308b\u3002AI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u53f0\u982d\u306b\u3088\u308a\u3001\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002 <strong>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u81ea\u52d5\u5316\u3001\u4e88\u6e2c\u5206\u6790\u3001\u610f\u601d\u6c7a\u5b9a\u6a5f\u80fd\u306e\u5f37\u5316<\/strong>.<\/p><h3><strong>RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bAI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e3b\u306a\u5229\u70b9\uff1a<\/strong><\/h3><ul><li><strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\uff1a<\/strong> AI\u4e3b\u5c0e\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002<\/li><li><strong>\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff1a<\/strong> AI\u306f\u3001\u30c7\u30fc\u30bf\u5165\u529b\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u9867\u5ba2\u3068\u306e\u3084\u308a\u53d6\u308a\u306a\u3069\u306e\u53cd\u5fa9\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\u3002<\/li><li><strong>\u4e88\u6e2c\u5206\u6790\uff1a<\/strong> \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u4f01\u696d\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u3001\u5148\u3092\u898b\u8d8a\u3057\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u306e\u306b\u5f79\u7acb\u3064\u3002<\/li><li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f37\u5316\uff1a<\/strong> AI\u3092\u6d3b\u7528\u3057\u305f\u4e0d\u6b63\u691c\u77e5\u3068\u7570\u5e38\u691c\u77e5\u306b\u3088\u308a\u3001RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3002<\/li><li><strong>\u6700\u9069\u5316\u3055\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\uff1a<\/strong> AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30c7\u30d0\u30c3\u30b0\u3068\u30b7\u30b9\u30c6\u30e0\u76e3\u8996\u3092\u901a\u3058\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/li><\/ul><h3><strong>Ruby on Rails\u306b\u304a\u3051\u308bAI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u52d5\u5411<\/strong><\/h3><p>As we move into 2026, several emerging AI and analytics trends are influencing RoR applications. Let\u2019s explore the most significant ones:<\/p><h5><strong>1.AI\u642d\u8f09\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/strong><\/h5><ul><li>\u591a\u304f\u306eRoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u7d71\u5408\u3055\u308c\u3066\u3044\u308b <strong>AI\u3092\u6d3b\u7528\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong> \u9867\u5ba2\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3059\u308b\u3002<\/li><li><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09<\/strong> \u3053\u308c\u306b\u3088\u308a\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u7406\u89e3\u3057\u3001\u3088\u308a\u81ea\u7136\u306b\u5fdc\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/li><li>\u4f8bRoR\u30d9\u30fc\u30b9\u306ee\u30b3\u30de\u30fc\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306bAI\u99c6\u52d5\u578b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5b9f\u88c5\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3092\u5b9f\u73fe\u3002<\/li><\/ul><h5><strong>2.\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u305f\u3081\u306e\u4e88\u6e2c\u5206\u6790<\/strong><\/h5><ul><li>AI\u30e2\u30c7\u30eb\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3092\u5206\u6790\u3057 <strong>\u4e88\u6e2c\u7684\u6d1e\u5bdf<\/strong> \u4f01\u696d\u306b\u5bfe\u3057\u3066<\/li><li>\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u91d1\u878d\u3001\u5c0f\u58f2\u306a\u3069\u306e\u5206\u91ce\u306b\u304a\u3051\u308bRuby on Rails\u30a2\u30d7\u30ea\u306f\u3001AI\u4e3b\u5c0e\u306e\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u6069\u6075\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002<\/li><li>\u4f8bRails\u30d9\u30fc\u30b9\u306e <strong>\u5728\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0<\/strong> \u4e88\u6e2c\u5206\u6790\u3092\u6d3b\u7528\u3057\u3066\u5728\u5eab\u30ec\u30d9\u30eb\u3092\u6700\u9069\u5316\u3059\u308b\u3002<\/li><\/ul><h5><strong>3.\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408<\/strong><\/h5><ul><li>\u958b\u767a\u8005\u306f\u7d71\u5408\u3092\u9032\u3081\u3066\u3044\u308b <strong>RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306eML\u30e2\u30c7\u30eb<\/strong> API\u3084AI\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u3002<\/li><li>\u4f8bRuby on Rails <strong>\u4e0d\u52d5\u7523\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong> \u5e02\u5834\u52d5\u5411\u306b\u57fa\u3065\u3044\u3066\u4e0d\u52d5\u7523\u4fa1\u683c\u3092\u4e88\u6e2c\u3059\u308b\u3002<\/li><\/ul><h5><strong>4.AI\u306b\u3088\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u4e0d\u6b63\u691c\u77e5\u306e\u5f37\u5316<\/strong><\/h5><ul><li>AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u4e0d\u6b63\u884c\u70ba\u3092\u7279\u5b9a\u3057\u3001\u9632\u6b62\u3059\u308b\u3002<\/li><li>\u4f8bAI\u642d\u8f09 <strong>\u4e0d\u6b63\u691c\u77e5<\/strong> RoR\u30d9\u30fc\u30b9\u306e\u91d1\u878d\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u304a\u3051\u308b\u53d6\u5f15\u30d1\u30bf\u30fc\u30f3\u306e\u5206\u6790\u3002<\/li><\/ul><h5><strong>5.\u81ea\u52d5\u30c7\u30fc\u30bf\u51e6\u7406\u3068ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong><\/h5><ul><li>AI\u4e3b\u5c0e <strong>ETL\uff08\u62bd\u51fa\u3001\u5909\u63db\u3001\u30ed\u30fc\u30c9\uff09\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong> \u306fRoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3057\u3066\u3044\u308b\u3002<\/li><li>\u4f8bRuby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u81ea\u52d5\u7684\u306b <strong>\u9867\u5ba2\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u62bd\u51fa\u3068\u5206\u6790<\/strong> \u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u3002<\/li><\/ul><h3><strong>Ruby on Rails\u3067AI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5<\/strong><\/h3><p>AI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3067\u304d\u308b\u3002 <a href=\"https:\/\/www.railscarma.com\/ja\/%e3%82%ab%e3%82%b9%e3%82%bf%e3%83%a0%e3%83%ac%e3%83%bc%e3%83%ab%e3%82%a2%e3%83%97%e3%83%aa%e3%82%b1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3%e9%96%8b%e7%99%ba\/\">Ruby on Rails \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/a> \u69d8\u3005\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30c4\u30fc\u30eb\u3001API\u3092\u4f7f\u3063\u3066\u3002\u4ee5\u4e0b\u306f\u6700\u826f\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\uff1a<\/p><h5><strong>1.Ruby\u306eAI\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046<\/strong><\/h5><p>\u3044\u304f\u3064\u304b\u306eRuby\u30d9\u30fc\u30b9\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001AI\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\uff1a<\/p><ul><li><strong>TensorFlow.rb<\/strong> - TensorFlow\u306eRuby\u30d0\u30a4\u30f3\u30c7\u30a3\u30f3\u30b0\u3002<a href=\"https:\/\/www.carmatec.com\/deep-learning-company\/\"> \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/a> \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3002<\/li><li><strong>\u30b9\u30b3\u30eb\u30d3\u30fc<\/strong> - Ruby\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u3067\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li><li><strong>\u30d7\u30ec\u30c7\u30a3\u30af\u30b7\u30e7\u30f3IO<\/strong> - RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3067\u304d\u308b\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d0\u30fc\u3002<\/li><\/ul><h5><strong>2.RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bAI API\u306e\u6d3b\u7528<\/strong><\/h5><p>\u591a\u304f\u306eAI\u30b5\u30fc\u30d3\u30b9\u304c\u3001Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u3048\u308bAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\uff1a<\/p><ul><li><strong>\u30b0\u30fc\u30b0\u30eb\u30fb\u30af\u30e9\u30a6\u30c9AI<\/strong> - NLP\u3001\u8996\u899a\u3001\u97f3\u58f0\u8a8d\u8b58\u5411\u3051\u3002<\/li><li><strong>IBM\u30ef\u30c8\u30bd\u30f3<\/strong> - AI\u4e3b\u5c0e\u306e\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u6a5f\u80fd\u3002<\/li><li><strong>\u30a2\u30de\u30be\u30f3\u30fb\u30bb\u30fc\u30b8\u30e1\u30fc\u30ab\u30fc<\/strong> - \u306b\u3064\u3044\u3066 <a href=\"https:\/\/www.railscarma.com\/ja\/machine-learning-development-company\/\">\u6a5f\u68b0\u5b66\u7fd2<\/a> \u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3002<\/li><\/ul><h5><strong>3.RoR\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316<\/strong><\/h5><p>AI\u4e3b\u5c0e\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3067\u304d\u308b\uff1a<\/p><ul><li><strong>\u30d1\u30f3\u30c0 (PyCall \u7d4c\u7531)<\/strong> - RoR\u30a2\u30d7\u30ea\u5185\u3067\u4f7f\u7528\u3055\u308c\u308bPython\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3002<\/li><li><strong>\u30c0\u30eb\uff08RUby\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790\uff09<\/strong> - \u30c7\u30fc\u30bf\u64cd\u4f5c\u306e\u305f\u3081\u306eRuby\u30cd\u30a4\u30c6\u30a3\u30d6\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li><li><strong>\u30c1\u30e3\u30fc\u30c8\u30ad\u30c3\u30af\u3068D3.js<\/strong> - \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 <a href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e3%83%93%e3%83%83%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8bruby-on-rails%e3%81%ae%e5%bd%b9%e5%89%b2\/\">RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u53ef\u8996\u5316<\/a>.<\/li><\/ul><h5><strong>4.Ruby on Rails\u3067AI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u3046<\/strong><\/h5><p>\u958b\u767a\u8005\u306f\u3001\u4ee5\u4e0b\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <strong>Python\u30d9\u30fc\u30b9\u306eAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong> \u3092\u4f7f\u7528\u3057\u3066\u3001PyTorch\u3084Scikit-learn\u306e\u3088\u3046\u306aRoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 <strong>REST API<\/strong> \u306e\u3088\u3046\u306a\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u51e6\u7406\u30c4\u30fc\u30eb\u3082\u3042\u308b\u3002 <strong>\u30b5\u30a4\u30c9\u30ad\u30c3\u30af<\/strong>.<\/p><h3><strong>\u8ab2\u984c\u3068\u8003\u5bdf<\/strong><\/h3><p>AI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u3092Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u306f\u591a\u304f\u306e\u5229\u70b9\u304c\u3042\u308b\u304c\u3001\u5bfe\u51e6\u3059\u3079\u304d\u8ab2\u984c\u3082\u3042\u308b\uff1a<\/p><h5><strong>1.\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong><\/h5><ul><li>AI\u306e\u8a08\u7b97\u306f\u30ea\u30bd\u30fc\u30b9\u3092\u5927\u91cf\u306b\u6d88\u8cbb\u3057\u3001RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u901f\u5ea6\u3092\u4f4e\u4e0b\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/li><li>\u89e3\u6c7a\u7b56\u4f7f\u7528\u65b9\u6cd5 <strong>\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u51e6\u7406<\/strong> (Sidekiq\uff09\u307e\u305f\u306f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\uff08AWS\u3001Google Cloud\u306a\u3069\uff09\u4e0a\u3067AI\u30e2\u30c7\u30eb\u3092\u5c55\u958b\u3059\u308b\u3002<\/li><\/ul><h5><strong>2.\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong><\/h5><ul><li>AI\u5206\u6790\u306e\u305f\u3081\u306b\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u554f\u984c\u3092\u5f15\u304d\u8d77\u3053\u3059\u3002<\/li><li>\u89e3\u6c7a\u7b56\u78ba\u4fdd <strong>\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u3001GDPR\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3001\u5b89\u5168\u306aAI\u30e2\u30c7\u30eb\u5c55\u958b<\/strong>.<\/li><\/ul><h5><strong>3.\u7d71\u5408\u306e\u8907\u96d1\u3055<\/strong><\/h5><ul><li>AI\u30e2\u30c7\u30eb\u306f\u3057\u3070\u3057\u3070\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5fc5\u8981\u3068\u3057\u3001RoR\u3067\u5b9f\u88c5\u3059\u308b\u306b\u306f\u8907\u96d1\u306a\u5834\u5408\u304c\u3042\u308b\u3002<\/li><li>\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u793e\u5185\u3067\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u4ee3\u308f\u308a\u306bAI API\u3092\u4f7f\u7528\u3059\u308b\u3002<\/li><\/ul><h5><strong>4.\u30b3\u30b9\u30c8\u3078\u306e\u5f71\u97ff<\/strong><\/h5><ul><li>AI\u306e\u30a4\u30f3\u30d5\u30e9\u3084\u30af\u30e9\u30a6\u30c9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30b5\u30fc\u30d3\u30b9\u306b\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3002<\/li><li>\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u306e\u6700\u9069\u5316\u3068\u63a2\u7d22 <strong>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9AI<\/strong> \u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3042\u308b\u3002<\/li><\/ul><h3><strong>Ruby on Rails\u306b\u304a\u3051\u308bAI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u672a\u6765<\/strong><\/h3><p>\u4eca\u5f8c\u306e\u5c55\u671b <strong>AI\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001Ruby on Rails<\/strong> \u306f\u3055\u3089\u306a\u308b\u9032\u5316\u3092\u9042\u3052\u3001\u753b\u671f\u7684\u306a\u9769\u65b0\u3092\u3082\u305f\u3089\u3059\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u308b\uff1a<\/p><h5><strong>1.AI\u4e3b\u5c0e\u306e\u958b\u767a\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/strong><\/h5><ul><li>\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u3001\u30d0\u30b0\u306e\u691c\u51fa\u3001\u6539\u5584\u306e\u63d0\u6848\u306b\u3088\u3063\u3066Rails\u958b\u767a\u8005\u3092\u652f\u63f4\u3059\u308bAI\u30c4\u30fc\u30eb\u3002<\/li><\/ul><h5><strong>2.\u30b9\u30de\u30fc\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08CMS\uff09<\/strong><\/h5><ul><li>\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u306b\u57fa\u3065\u3044\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u52d5\u7684\u306b\u5206\u985e\u3001\u30bf\u30b0\u4ed8\u3051\u3001\u6700\u9069\u5316\u3059\u308bAI\u642d\u8f09\u306eCMS\u3002<\/li><\/ul><h5><strong>3.AI\u30d9\u30fc\u30b9\u306e\u81ea\u52d5\u30c6\u30b9\u30c8<\/strong><\/h5><ul><li>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6f5c\u5728\u7684\u306a\u969c\u5bb3\u3092\u4e88\u6e2c\u3057\u3001RoR\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u81ea\u52d5\u5316\u3059\u308b\u3002<\/li><\/ul><h5><strong>4.\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30cf\u30a4\u30d1\u30fc\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/strong><\/h5><ul><li>UI\u3001\u304a\u3059\u3059\u3081\u5546\u54c1\u3001\u901a\u77e5\u3092\u52d5\u7684\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308bAI\u4e3b\u5c0e\u306e\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u3002<\/li><\/ul><h5><strong>5.RoR\u30a2\u30d7\u30ea\u306b\u304a\u3051\u308b\u97f3\u58f0\u8a8d\u8b58\u3068\u753b\u50cf\u8a8d\u8b58<\/strong><\/h5><ul><li>AI\u642d\u8f09 <strong>\u97f3\u58f0\u30c6\u30ad\u30b9\u30c8<\/strong> \u305d\u3057\u3066 <strong>\u753b\u50cf\u8a8d\u8b58<\/strong> \u6a5f\u80fd\u3092Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3057\u305f\u3002<\/li><\/ul><h2><strong>\u7d50\u8ad6<\/strong><\/h2><p>As we approach 2026, <strong>AI\u3068 <a href=\"https:\/\/www.railscarma.com\/ja\/data-analytics-services\/\">\u30c7\u30fc\u30bf\u5206\u6790<\/a><\/strong> \u306e\u672a\u6765\u3092\u5f62\u4f5c\u308a\u7d9a\u3051\u308b\u3060\u308d\u3046\u3002 <strong><a href=\"https:\/\/www.railscarma.com\/ja\">Ruby on Rails\u958b\u767a<\/a><\/strong>.\u3053\u308c\u3089\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u4f01\u696d\u306f\u3001\u4ee5\u4e0b\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u7af6\u4e89\u529b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <strong>\u30b9\u30de\u30fc\u30c8\u3067\u81ea\u52d5\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong>.<\/p><p>\u306b\u3064\u3044\u3066 <strong><a href=\"https:\/\/www.railscarma.com\/ja\">\u30ec\u30fc\u30eb\u30ab\u30fc\u30de<\/a><\/strong>AI\u3092\u6d3b\u7528\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3068\u52b9\u7387\u5316\u3092\u63a8\u9032\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <strong>\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/strong>.\u3092\u901a\u3058\u3066\u3067\u3042\u308d\u3046\u3068\u306a\u304b\u308d\u3046\u3068\u3002 <strong>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001 <a href=\"https:\/\/www.railscarma.com\/ja\/predictive-analytics-consulting-services\/\">\u4e88\u6e2c\u5206\u6790<\/a>\u307e\u305f\u306fAI\u306b\u3088\u308b\u81ea\u52d5\u5316<\/strong>\u53ef\u80fd\u6027\u306f\u7121\u9650\u3060\u3002<\/p><p>AI\u3068\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3092\u52b9\u679c\u7684\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001 <strong>Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306b\u306a\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3001\u305d\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306b\u306a\u308a\u307e\u3059\u3002<\/strong> \u3053\u306e\u5148\u4f55\u5e74\u3082\ud83d\ude80<\/p><p>\u63a2\u691c\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f <strong>RoR\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0AI\u7d71\u5408<\/strong>?RailsCarma\u304c\u3069\u306e\u3088\u3046\u306b\u304a\u5f79\u306b\u7acb\u3066\u308b\u304b\u3092\u304a\u8a71\u3057\u3057\u307e\u3057\u3087\u3046\uff01<\/p><h2><strong>\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2><p><strong>1.AI\u306fRuby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3069\u3046\u5909\u3048\u308b\u306e\u304b\uff1f<\/strong><br \/>AI\u304cRuby on Rails\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3059 <strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3001\u4e88\u6e2c\u5206\u6790\u3001AI\u642d\u8f09\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u81ea\u52d5\u5316<\/strong>.\u30d3\u30b8\u30cd\u30b9\u3092\u652f\u63f4\u3059\u308b <strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f37\u5316\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u63d0\u4f9b<\/strong> \u3088\u308a\u826f\u3044\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u3002<\/p><p><strong>2.Ruby on Rails\u3068\u306e\u7d71\u5408\u306b\u6700\u9069\u306aAI\u30c4\u30fc\u30eb\u306f\uff1f<\/strong><br \/>RoR\u306e\u7d71\u5408\u306b\u6700\u9069\u306aAI\u30c4\u30fc\u30eb\u3084API\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308b\uff1a<\/p><ul><li><strong>\u30b0\u30fc\u30b0\u30eb\u30fb\u30af\u30e9\u30a6\u30c9AI<\/strong> (\u6a5f\u68b0\u5b66\u7fd2\u3001NLP\u3001\u753b\u50cf\u8a8d\u8b58\u7528)<\/li><li><strong>IBM \u30ef\u30c8\u30bd\u30f3AI<\/strong> (\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u81ea\u52d5\u5316\u3068\u5206\u6790\uff09<\/li><li><strong>\u30a2\u30de\u30be\u30f3\u30fb\u30bb\u30fc\u30b8\u30e1\u30fc\u30ab\u30fc<\/strong> (AI\u30e2\u30c7\u30eb\u5c55\u958b\u7528\uff09<\/li><li><strong>TensorFlow.rb<\/strong> (\u6df1\u5c64\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7528)<\/li><li><strong>Scoruby &amp; PredictionIO<\/strong> (Ruby\u30a2\u30d7\u30ea\u306e\u4e88\u6e2c\u5206\u6790\u7528)<\/li><\/ul><p><strong>3.AI\u3068Ruby on Rails\u3092\u7d71\u5408\u3059\u308b\u969b\u3001\u4f01\u696d\u306f\u3069\u306e\u3088\u3046\u306a\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u306e\u304b\uff1f<\/strong><br \/>\u4e3b\u306a\u8ab2\u984c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002 <strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u62e1\u5f35\u6027\u3001\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u61f8\u5ff5\u3001\u7d71\u5408\u306e\u8907\u96d1\u3055\u3001\u9ad8\u3044\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8<\/strong>.\u89e3\u6c7a\u7b56\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u308b\u3002 <strong>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u6d3b\u7528\u3001\u30b5\u30fc\u30d0\u30fc\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3001\u898f\u5236\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u78ba\u4fdd<\/strong> (GDPR\u3001\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u306a\u3069\uff09\u3002<\/p><p><strong>4.Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3059\u308b\u306b\u306f\uff1f<\/strong><br \/>\u4f01\u696d\u306f\u4ee5\u4e0b\u3092\u5229\u7528\u3067\u304d\u308b\u3002 <strong>\u30c7\u30fc\u30bf\u5206\u6790<\/strong> \u3092RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u8ffd\u52a0\u3057\u305f\uff1a<\/p><ul><li>\u5206\u6790\u3059\u308b<strong> \u9867\u5ba2\u884c\u52d5<\/strong> \u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u63a8\u5968\u3092\u63d0\u4f9b\u3059\u308b<\/li><li>AI\u3092\u6d3b\u7528\u3057\u305f\u7570\u5e38\u691c\u77e5\u3067\u4e0d\u6b63\u884c\u70ba\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8105\u5a01\u3092\u691c\u77e5<\/li><li>\u6539\u5584 <strong>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong> \u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3002 <strong>\u30c1\u30e3\u30fc\u30c8\u30ad\u30c3\u30af\u3068D3.js<\/strong><\/li><li>\u81ea\u52d5\u5316<strong> ETL\uff08\u62bd\u51fa\u3001\u5909\u63db\u3001\u30ed\u30fc\u30c9\uff09\u30d7\u30ed\u30bb\u30b9<\/strong> \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306b<\/li><\/ul><p><strong>5.Ruby on Rails\u306b\u304a\u3051\u308bAI\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u672a\u6765\u3068\u306f\uff1f<\/strong><br \/>By 2026, <strong>AI\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3001\u81ea\u52d5\u30c6\u30b9\u30c8\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3001\u97f3\u58f0\/\u753b\u50cf\u8a8d\u8b58\u3001AI\u3092\u6d3b\u7528\u3057\u305fCMS\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong> \u304cRoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e3b\u6d41\u306b\u306a\u308b\u3060\u308d\u3046\u3002\u306e\u63a1\u7528\u306f <strong>AI\u306b\u3088\u308b\u81ea\u52d5\u5316\u3068\u30b9\u30de\u30fc\u30c8\u5206\u6790<\/strong> \u306f\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092 <strong>\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306b\u3001\u3088\u308a\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306b\u3001\u3088\u308a\u52b9\u7387\u7684\u306b<\/strong> \u4f01\u696d\u5411\u3051<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t  <div class=\"related-post slider\">\r\n        <div class=\"headline\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n    <div class=\"post-list owl-carousel\">\r\n\r\n            <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Offliberty Ruby Gem\u3068\u306f\uff1f\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/what-is-offliberty-ruby-gem-and-how-it-works\/?related_post_from=41304\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/What-is-Offliberty-Ruby-Gem-and-How-It-Works.png\" class=\"attachment-full size-full wp-post-image\" alt=\"\u30aa\u30d5\u30ea\u30d0\u30c6\u30a3\u30fb\u30eb\u30d3\u30fc\u30fb\u30b8\u30a7\u30e0\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/What-is-Offliberty-Ruby-Gem-and-How-It-Works.png 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/What-is-Offliberty-Ruby-Gem-and-How-It-Works-300x113.png 300w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/What-is-Offliberty-Ruby-Gem-and-How-It-Works-768x288.png 768w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/What-is-Offliberty-Ruby-Gem-and-How-It-Works-18x7.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Offliberty Ruby Gem\u3068\u306f\uff1f\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/what-is-offliberty-ruby-gem-and-how-it-works\/?related_post_from=41304\">\r\n        Offliberty Ruby Gem\u3068\u306f\uff1f  <\/a>\r\n\r\n        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https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Rails-link_to-Method-The-Complete-Guide-with-Examples-768x288.png 768w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Rails-link_to-Method-The-Complete-Guide-with-Examples-18x7.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Rails\u306elink_to\u30e1\u30bd\u30c3\u30c9\uff1a\u4f8b\u306b\u3088\u308b\u5b8c\u5168\u30ac\u30a4\u30c9\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/rails-link_to-method-the-complete-guide-with-examples\/?related_post_from=41296\">\r\n        Rails\u306elink_to\u30e1\u30bd\u30c3\u30c9\uff1a\u4f8b\u306b\u3088\u308b\u5b8c\u5168\u30ac\u30a4\u30c9  <\/a>\r\n\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Ruby on Rails\u3092\u4f7f\u3063\u3066\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aSaaS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/how-to-build-a-scalable-saas-platform-using-ruby-on-rails\/?related_post_from=41273\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Build-a-SaaS-Platform-Using-Ruby-on-Rails.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Ruby on Rails\u3092\u4f7f\u3063\u3066SaaS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Build-a-SaaS-Platform-Using-Ruby-on-Rails.png 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Build-a-SaaS-Platform-Using-Ruby-on-Rails-300x113.png 300w, 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https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Ruby-Regex-Match-Guide-with-Examples-18x7.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Ruby\u6b63\u898f\u8868\u73fe\u30de\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\uff09\u4f8b\u4ed8\u304d\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/ruby-regex-match-guide-with-examples\/?related_post_from=41249\">\r\n        Ruby\u6b63\u898f\u8868\u73fe\u30de\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\uff09\u4f8b\u4ed8\u304d  <\/a>\r\n\r\n        <\/div>\r\n      \r\n  <\/div>\r\n\r\n  <script>\r\n      <\/script>\r\n  <style>\r\n    .related-post {}\r\n\r\n    .related-post .post-list {\r\n      text-align: left;\r\n          }\r\n\r\n    .related-post .post-list .item {\r\n      margin: 10px;\r\n      padding: 10px;\r\n          }\r\n\r\n    .related-post .headline {\r\n      font-size: 14px !important;\r\n      color: #999999 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