{"id":38603,"date":"2024-10-30T07:10:21","date_gmt":"2024-10-30T07:10:21","guid":{"rendered":"https:\/\/www.railscarma.com\/?p=38603"},"modified":"2026-05-08T13:15:07","modified_gmt":"2026-05-08T13:15:07","slug":"%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","status":"publish","type":"post","link":"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\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3051\u308bRuby on Rails\u306e\u5f79\u5272"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"38603\" class=\"elementor elementor-38603\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0382662 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0382662\" 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-bded3c0\" data-id=\"bded3c0\" 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-a3fbcf5 elementor-widget elementor-widget-text-editor\" data-id=\"a3fbcf5\" 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><span style=\"font-weight: 400;\">\u4eca\u65e5\u306e\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u4e16\u754c\u3067\u306f\u3001\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3001\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u9069\u5316\u3001\u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3078\u306e\u4f9d\u5b58\u5ea6\u304c\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u5f37\u529b\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bRuby on Rails\uff08RoR\uff09\u306f\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001Ruby on Rails\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6280\u8853\u3068\u3069\u306e\u3088\u3046\u306b\u7d71\u5408\u3055\u308c\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3069\u306e\u3088\u3046\u306a\u5229\u70b9\u3092\u3082\u305f\u3089\u3059\u304b\u3092\u63a2\u308a\u307e\u3059\u3002<\/span><\/p><h2><b>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3092\u7406\u89e3\u3059\u308b<\/b><\/h2><p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3067\u306f\u3001\u5927\u898f\u6a21\u3067\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8abf\u67fb\u3057\u3001\u96a0\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u3001\u76f8\u95a2\u95a2\u4fc2\u3001\u6d1e\u5bdf\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u306a\u304c\u3089\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u5805\u7262\u306a\u30c4\u30fc\u30eb\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u5fc5\u8981\u3067\u3059\u3002\u4f01\u696d\u306f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3057\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u5c02\u9580\u5bb6\u306b\u3088\u308b\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/carmatec.co.uk\/services\/data-consultancy-uk\/\" target=\"_blank\" rel=\"noopener\">\u30c7\u30fc\u30bf\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/a>, \u610f\u601d\u6c7a\u5b9a\u3092\u6539\u5584\u3057\u3001\u9867\u5ba2\u4f53\u9a13\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3057\u3001\u5c06\u6765\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3059\u308b\u3002.<\/p><h2><b>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u30d6\u30fc\u30e0\u3092\u727d\u5f15\u3059\u308b\u3082\u306e\u306f\u4f55\u304b\uff1f<\/b><\/h2><p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u30d6\u30fc\u30e0\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u904b\u55b6\u3001\u610f\u601d\u6c7a\u5b9a\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u65b9\u6cd5\u3092\u4e00\u5909\u3055\u305b\u305f\u69d8\u3005\u306a\u8981\u56e0\u306e\u96c6\u7d50\u306b\u3088\u3063\u3066\u5f15\u304d\u8d77\u3053\u3055\u308c\u3066\u3044\u308b\u3002\u4ee5\u4e0b\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6025\u901f\u306a\u6210\u9577\u3068\u95a2\u5fc3\u3092\u9ad8\u3081\u3066\u3044\u308b\u4e3b\u306a\u8981\u56e0\u306e\u4e00\u90e8\u3067\u3042\u308b\u3002 <a href=\"https:\/\/www.railscarma.com\/ja\/data-science-services\/\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>:<\/span><\/p><h3><b>1.\u30c7\u30fc\u30bf\u751f\u6210\u306e\u7206\u767a<\/b><\/h3><p><span style=\"font-weight: 400;\">\u5404\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u751f\u6210\u91cf\u306f\u98db\u8e8d\u7684\u306b\u5897\u52a0\u3057\u3066\u3044\u308b\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u53d6\u5f15\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u6d3b\u52d5\u3001IoT\u30c7\u30d0\u30a4\u30b9\u306e\u4f7f\u7528\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u304c\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u751f\u307f\u51fa\u3059\u3002\u3053\u306e\u60c5\u5831\u306e\u6d2a\u6c34\u306f\u3001\u5206\u6790\u306e\u305f\u3081\u306e\u8c4a\u5bcc\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u7d44\u7e54\u304c\u30d1\u30bf\u30fc\u30f3\u3001\u30c8\u30ec\u30f3\u30c9\u3001\u4ee5\u524d\u306f\u9054\u6210\u3067\u304d\u306a\u304b\u3063\u305f\u6d1e\u5bdf\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/span><\/p><h3><b>2.\u6280\u8853\u306e\u9032\u6b69<\/b><\/h3><p><span style=\"font-weight: 400;\">\u5f37\u529b\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u9ad8\u5ea6\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3002\u30af\u30e9\u30a6\u30c9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u3088\u3046\u306a\u6280\u8853\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u8a08\u7b97\u80fd\u529b\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u4f01\u696d\u306f\u30a4\u30f3\u30d5\u30e9\u306b\u591a\u984d\u306e\u5148\u884c\u6295\u8cc7\u3092\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u8907\u96d1\u306a\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u308b\u3002<\/span><\/p><h3><b>3.\u6a5f\u68b0\u5b66\u7fd2\u3068AI<\/b><\/h3><p><span style=\"font-weight: 400;\">\u306e\u53f0\u982d <a href=\"https:\/\/www.railscarma.com\/ja\/machine-learning-development-company\/\">\u6a5f\u68b0\u5b66\u7fd2<\/a> \u305d\u3057\u3066 <a href=\"https:\/\/www.railscarma.com\/ja\/ai%e9%96%8b%e7%99%ba%e4%bc%9a%e7%a4%be\/\">\u4eba\u5de5\u77e5\u80fd<\/a> \u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u80fd\u529b\u3092\u62e1\u5927\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u4eba\u9593\u306e\u4ecb\u5165\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u306a\u304c\u3089\u4e88\u6e2c\u3084\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u4f01\u696d\u306f\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u4e0d\u6b63\u691c\u77e5\u3001\u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306a\u3069\u306e\u30bf\u30b9\u30af\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3001\u719f\u7df4\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u9700\u8981\u3092\u4fc3\u9032\u3057\u3066\u3044\u308b\u3002<\/span><\/p><h3><b>4.\u4e8b\u696d\u4fa1\u5024\u3068\u7af6\u4e89\u512a\u4f4d\u6027<\/b><\/h3><p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u610f\u601d\u6c7a\u5b9a\u304c\u696d\u7e3e\u3001\u52b9\u7387\u6027\u3001\u9769\u65b0\u6027\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u3092\u8a8d\u8b58\u3059\u308b\u4f01\u696d\u304c\u5897\u3048\u3066\u3044\u308b\u3002\u4f01\u696d\u306f <a href=\"https:\/\/www.railscarma.com\/ja\/data-analytics-services\/\">\u30c7\u30fc\u30bf\u5206\u6790<\/a> \u306f\u3001\u9867\u5ba2\u3092\u7406\u89e3\u3057\u3001\u696d\u52d9\u3092\u6700\u9069\u5316\u3057\u3001\u65b0\u305f\u306a\u5e02\u5834\u6a5f\u4f1a\u3092\u7279\u5b9a\u3059\u308b\u4e0a\u3067\u3001\u3088\u308a\u6709\u5229\u306a\u7acb\u5834\u306b\u3042\u308b\u3002\u305d\u306e\u7d50\u679c\u3001\u30c7\u30fc\u30bf\u30fb\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u6226\u7565\u8a08\u753b\u306e\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/span><\/p><h3><b>5.\u696d\u754c\u3092\u8d85\u3048\u305f\u591a\u69d8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/b><\/h3><p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u91d1\u878d\u3001\u533b\u7642\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u96fb\u5b50\u5546\u53d6\u5f15\u3001\u7269\u6d41\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u306b\u5fdc\u7528\u3055\u308c\u3066\u3044\u308b\u3002\u5404\u696d\u754c\u306f\u3001\u9867\u5ba2\u884c\u52d5\u306e\u4e88\u6e2c\u3001\u60a3\u8005\u30b1\u30a2\u306e\u5f37\u5316\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u5408\u7406\u5316\u306a\u3069\u3001\u7279\u5b9a\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u9b45\u529b\u3068\u95a2\u9023\u6027\u3092\u5e83\u3052\u3066\u3044\u308b\u3002<\/span><\/p><h3><b>6.\u4eba\u6750\u4e0d\u8db3\u3068\u6295\u8cc7\u306e\u5897\u52a0<\/b><\/h3><p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u306b\u5bfe\u3059\u308b\u9700\u8981\u306f\u6025\u5897\u3057\u3001\u4f9b\u7d66\u3092\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002\u4f01\u696d\u306f\u3053\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4eba\u6750\u3068\u6559\u80b2\u306b\u591a\u984d\u306e\u6295\u8cc7\u3092\u884c\u3063\u3066\u3044\u308b\u3002\u5927\u5b66\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30fb\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30b3\u30fc\u30b9\u3084\u5b66\u4f4d\u3092\u63d0\u4f9b\u3059\u308b\u3068\u3053\u308d\u304c\u5897\u3048\u3066\u304a\u308a\u3001\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3092\u5099\u3048\u305f\u52b4\u50cd\u529b\u306e\u5897\u52a0\u306b\u8ca2\u732e\u3057\u3066\u3044\u308b\u3002<\/span><\/p><h3><b>7.\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u91cd\u8996<\/b><\/h3><p><span style=\"font-weight: 400;\">\u6d88\u8cbb\u8005\u304c\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f53\u9a13\u3092\u6c42\u3081\u308b\u4e2d\u3001\u4f01\u696d\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u3001\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u306e\u88fd\u54c1\u3001\u30b5\u30fc\u30d3\u30b9\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30fb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5c55\u958b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p><h3><b>8.\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790<\/b><\/h3><p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3059\u308b\u80fd\u529b\u306f\u3001\u3081\u307e\u3050\u308b\u3057\u304f\u5909\u5316\u3059\u308b\u74b0\u5883\u3067\u4e8b\u696d\u3092\u5c55\u958b\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u7d44\u7e54\u306f\u73fe\u5728\u3001\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u77ac\u6642\u306b\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u5e02\u5834\u306e\u5909\u5316\u306b\u5bfe\u3059\u308b\u654f\u6377\u6027\u3068\u5bfe\u5fdc\u529b\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p><h3><b>9.\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u306e\u7d71\u5408<\/b><\/h3><p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3082\u306f\u3084IT\u90e8\u9580\u306b\u9650\u3063\u305f\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u306b\u4e0d\u53ef\u6b20\u306a\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u7d4c\u55b6\u5e79\u90e8\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u65b9\u5411\u6027\u3092\u5f62\u6210\u3057\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b\u4e0a\u3067\u30c7\u30fc\u30bf\u5206\u6790\u304c\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u8a8d\u8b58\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u53d6\u308a\u7d44\u307f\u3078\u306e\u6295\u8cc7\u3068\u96c6\u4e2d\u3092\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002<\/span><\/p><h2><b>\u306a\u305cRuby on Rails\u306a\u306e\u304b\uff1f<\/b><\/h2><p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u3001\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3001\u30b9\u30d4\u30fc\u30c9\u3001\u958b\u767a\u8005\u306b\u512a\u3057\u3044\u6a5f\u80fd\u3067\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002RoR\u306f\u4e3b\u306bWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u7279\u6027\u304b\u3089\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u306b\u3082\u6709\u52b9\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/span><\/p><h3><b>\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u304a\u3051\u308bRuby on Rails\u306e\u5229\u70b9<\/b><\/h3><p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u51e6\u7406\u306bRuby on Rails\u3092\u4f7f\u7528\u3059\u308b\u4e3b\u306a\u5229\u70b9\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\uff1a<\/span><\/p><h3><b>1.\u8fc5\u901f\u306a\u958b\u767a<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u8a2d\u5b9a\u3088\u308a\u3082\u898f\u7d04\u3092\u91cd\u8996\u3059\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30af\u30ea\u30fc\u30f3\u3067\u4fdd\u5b88\u6027\u306e\u9ad8\u3044\u30b3\u30fc\u30c9\u3092\u7d20\u65e9\u304f\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u901f\u3055\u306b\u3088\u308a\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3068\u958b\u767a\u30b5\u30a4\u30af\u30eb\u3092\u9ad8\u901f\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u8fc5\u901f\u306a\u53cd\u5fa9\u304c\u5fc5\u8981\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/span><\/p><h3><b>2.\u8c4a\u304b\u306a\u751f\u614b\u7cfb<\/b><\/h3><p><span style=\"font-weight: 400;\">Rails\u306b\u306f\u3001\u305d\u306e\u6a5f\u80fd\u3092\u62e1\u5f35\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\uff08gems\uff09\u306e\u81a8\u5927\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u3042\u308b\u3002\u3053\u308c\u3089\u306egems\u306f\u3001\u30c7\u30fc\u30bf\u306e\u691c\u8a3c\u3001\u89e3\u6790\u3001\u64cd\u4f5c\u306a\u3069\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u95a2\u9023\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u3092\u5bb9\u6613\u306b\u3057\u3001\u958b\u767a\u8005\u306e\u6642\u9593\u3068\u52b4\u529b\u3092\u7bc0\u7d04\u3057\u307e\u3059\u3002<\/span><\/p><h3><b>3.\u5185\u8535\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306b\u306f\u3001SQL\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3001\u30af\u30ed\u30b9\u30b5\u30a4\u30c8\u30b9\u30af\u30ea\u30d7\u30c6\u30a3\u30f3\u30b0\uff08XSS\uff09\u3001\u30af\u30ed\u30b9\u30b5\u30a4\u30c8\u30ea\u30af\u30a8\u30b9\u30c8\u30d5\u30a9\u30fc\u30b8\u30a7\u30ea\uff08CSRF\uff09\u3068\u3044\u3063\u305f\u4e00\u822c\u7684\u306a\u8106\u5f31\u6027\u304b\u3089\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u30c7\u30fc\u30bf\u51e6\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/span><\/p><h3><b>4.\u30a2\u30af\u30c6\u30a3\u30d6\u30ec\u30b3\u30fc\u30c9ORM<\/b><\/h3><p><span style=\"font-weight: 400;\">Rails\u306eActive Record\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5bfe\u8a71\u3059\u308b\u7c21\u5358\u3067\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u3092\u30b7\u30f3\u30d7\u30eb\u306aRuby\u30e1\u30bd\u30c3\u30c9\u306b\u62bd\u8c61\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3068\u64cd\u4f5c\u3092\u7c21\u5358\u304b\u3064\u76f4\u611f\u7684\u306b\u884c\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/span><\/p><h3><b>5.\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u4f4e\u3044\u3068\u611f\u3058\u308b\u4eba\u3082\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u9069\u5207\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u3002\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\uff08Sidekiq\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u305f\uff09\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u51e6\u7406\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6700\u9069\u5316\u306a\u3069\u306e\u30c6\u30af\u30cb\u30c3\u30af\u306b\u3088\u3063\u3066\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h3><b>6.\u7d71\u5408\u80fd\u529b<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08Hadoop\u3001Spark\u306a\u3069\uff09\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\uff08AWS\u3001Google Cloud\u306a\u3069\uff09\u3001\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u308b\u3002\u3053\u306e\u67d4\u8edf\u6027\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u5305\u62ec\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3002<\/span><\/p><h3><b>7.\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406<\/b><\/h3><p><span style=\"font-weight: 400;\">ActionCable\u306b\u3088\u308a\u3001Rails\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5373\u5ea7\u306b\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3066\u8868\u793a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u76e3\u8996\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306a\u3069\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u3084\u66f4\u65b0\u304c\u5fc5\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/span><\/p><h3><b>8.\u5f37\u529b\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u652f\u63f4<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306b\u306f\u5f37\u56fa\u3067\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u3042\u308a\u3001\u958b\u767a\u8005\u306f\u5e83\u7bc4\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3001\u30b5\u30dd\u30fc\u30c8\u30d5\u30a9\u30fc\u30e9\u30e0\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u77e5\u8b58\u306e\u5171\u6709\u304c\u4fc3\u9032\u3055\u308c\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u95a2\u3059\u308b\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p><h3><b>9.\u5bb9\u6613\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9<\/b><\/h3><p><span style=\"font-weight: 400;\">Rails\u306f\u30af\u30ea\u30fc\u30f3\u3067\u8aad\u307f\u3084\u3059\u3044\u30b3\u30fc\u30c9\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001\u9577\u671f\u9593\u306b\u308f\u305f\u3063\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4fdd\u5b88\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u7279\u306b\u91cd\u8981\u3067\u3001\u30c7\u30fc\u30bf\u306e\u30cb\u30fc\u30ba\u304c\u5909\u5316\u3059\u308b\u3068\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3084\u8abf\u6574\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/span><\/p><h3><b>10.\u512a\u308c\u305f\u30c6\u30b9\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306b\u306f\u3001\u30c6\u30b9\u30c8\u99c6\u52d5\u958b\u767a\uff08TDD\uff09\u3092\u4fc3\u9032\u3059\u308b\u30c6\u30b9\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u30ed\u30b8\u30c3\u30af\u306e\u30c6\u30b9\u30c8\u3092\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u9032\u5316\u3057\u3066\u3082\u4fe1\u983c\u6027\u3068\u5805\u7262\u6027\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h2><b>Ruby on Rails\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u52b9\u7387\u5316\u3059\u308b\u65b9\u6cd5<\/b><\/h2><p><span style=\"font-weight: 400;\">\u4eca\u65e5\u306e\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u4e16\u754c\u3067\u306f\u3001\u4f01\u696d\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u30fb\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u307e\u3059\u3002Ruby on Rails\uff08RoR\uff09\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5927\u5e45\u306b\u52b9\u7387\u5316\u3067\u304d\u308b\u5f37\u529b\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001RoR\u304c\u3069\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u51e6\u7406\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5f37\u5316\u3057\u3001\u958b\u767a\u8005\u304c\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u4fdd\u5b88\u53ef\u80fd\u304b\u3064\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p><h3><b>1.\u8fc5\u901f\u306a\u958b\u767a\u3068\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306e\u969b\u7acb\u3063\u305f\u7279\u5fb4\u306e1\u3064\u306f\u3001\u8fc5\u901f\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u3053\u3068\u3060\u3002\u8a2d\u5b9a\u3088\u308a\u3082\u898f\u7d04\u3092\u91cd\u8996\u3059\u308b\u3068\u3044\u3046\u54f2\u5b66\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u8907\u96d1\u306a\u8a2d\u5b9a\u306b\u7169\u308f\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7d20\u65e9\u304f\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u306e\u30b9\u30d4\u30fc\u30c9\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u8fc5\u901f\u306b\u4f5c\u6210\u3057\u305f\u3044\u65b0\u8208\u4f01\u696d\u3084\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u96db\u5f62\u3068\u5e83\u7bc4\u306a\u7d44\u307f\u8fbc\u307f\u30e9\u30a4\u30d6\u30e9\u30ea\uff08gems\uff09\u306e\u30bb\u30c3\u30c8\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u5b9a\u578b\u7684\u306a\u30b3\u30fc\u30c9\u3068\u683c\u95d8\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3068\u51e6\u7406\u30ed\u30b8\u30c3\u30af\u306e\u6539\u826f\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h3><b>2.\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u30a2\u30af\u30c6\u30a3\u30d6\u30ec\u30b3\u30fc\u30c9<\/b><\/h3><p><span style=\"font-weight: 400;\">RoR\u306eActive Record Object-Relational Mapping (ORM)\u306f\u3001\u958b\u767a\u8005\u304cSQL\u3067\u306f\u306a\u304fRuby\u30b3\u30fc\u30c9\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3084\u308a\u3068\u308a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u3084\u308a\u3068\u308a\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002\u3053\u306e\u62bd\u8c61\u5316\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u64cd\u4f5c\u30bf\u30b9\u30af\u306e\u52b9\u7387\u5316\u306b\u5f79\u7acb\u3061\u307e\u3059\uff1a<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u691c\u7d22<\/b><span style=\"font-weight: 400;\">:Ruby\u306e\u76f4\u611f\u7684\u306a\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u7c21\u5358\u306b\u30af\u30a8\u30ea\u3068\u30ec\u30b3\u30fc\u30c9\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u64cd\u4f5c<\/b><span style=\"font-weight: 400;\">:CRUD\uff08Create\u3001Read\u3001Update\u3001Delete\uff09\u64cd\u4f5c\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u5b9f\u884c\u3057\u3001\u30c7\u30fc\u30bf\u306e\u4e00\u8cab\u3057\u305f\u52b9\u7387\u7684\u306a\u51e6\u7406\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u691c\u8a3c<\/b><span style=\"font-weight: 400;\">:\u30e2\u30c7\u30eb\u5185\u306b\u76f4\u63a5\u30c7\u30fc\u30bf\u691c\u8a3c\u30eb\u30fc\u30eb\u3092\u5b9f\u88c5\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3059\u308b\u524d\u306b\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/span><\/li><\/ul><h3><b>3.\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u5206\u6790\u30c4\u30fc\u30eb\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Apache Hadoop\u306e\u3088\u3046\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u63a5\u7d9a\u3067\u3042\u308c\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u51e6\u7406\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u6d3b\u7528\u3067\u3042\u308c\u3001RoR\u306f\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3092\u7c21\u5358\u306b\u7d44\u307f\u8fbc\u3080\u67d4\u8edf\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u5229\u7528\u53ef\u80fd\u306a\u6700\u9ad8\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u305f\u5305\u62ec\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h3><b>4.\u975e\u540c\u671f\u51e6\u7406\u306e\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6<\/b><\/h3><p><span style=\"font-weight: 400;\">\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u306b\u306f\u3001\u3057\u3070\u3057\u3070\u6642\u9593\u306e\u304b\u304b\u308b\u30bf\u30b9\u30af\u304c\u5fc5\u8981\u306b\u306a\u308a\u3001\u540c\u671f\u7684\u306b\u51e6\u7406\u3059\u308b\u3068\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u304c\u4f4e\u4e0b\u3057\u307e\u3059\u3002Ruby on Rails\u3067\u306f\u3001Sidekiq\u3084Resque\u306e\u3088\u3046\u306a\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u3001\u305d\u306e\u3088\u3046\u306a\u51e6\u7406\u3092\u7c21\u5358\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u91cd\u3044\u30c7\u30fc\u30bf\u51e6\u7406\u30bf\u30b9\u30af\u3092\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u306b\u30aa\u30d5\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\uff1a<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30e6\u30fc\u30b6\u30fc\u30fb\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5411\u4e0a<\/b><span style=\"font-weight: 400;\">:\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u306a\u304c\u3089\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5fdc\u7b54\u6027\u3092\u7dad\u6301\u3059\u308b\u3002<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u30fb\u30bf\u30b9\u30af<\/b><span style=\"font-weight: 400;\">:\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306a\u3069\u3001\u5b9a\u671f\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5931\u6557\u3092\u6f54\u304f\u51e6\u7406\u3059\u308b<\/b><span style=\"font-weight: 400;\">:\u5931\u6557\u3057\u305f\u30b8\u30e7\u30d6\u3092\u81ea\u52d5\u7684\u306b\u518d\u8a66\u884c\u3057\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u78ba\u5b9f\u306b\u7dad\u6301\u3057\u307e\u3059\u3002<\/span><\/li><\/ul><h3><b>5.\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/b><\/h3><p><span style=\"font-weight: 400;\">ActionCable\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001Ruby on Rails\u306f\u3001\u5373\u6642\u306e\u30c7\u30fc\u30bf\u66f4\u65b0\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7279\u306b\u6709\u7528\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\uff1a<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u69cb\u7bc9<\/b><span style=\"font-weight: 400;\">:\u30da\u30fc\u30b8\u306e\u30ea\u30ed\u30fc\u30c9\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u3068\u6d1e\u5bdf\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u901a\u77e5\u3092\u6709\u52b9\u306b\u3059\u308b<\/b><span style=\"font-weight: 400;\">:\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u3057\u304d\u3044\u5024\u3092\u6e80\u305f\u3057\u305f\u3068\u304d\u3084\u66f4\u65b0\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u5373\u5ea7\u306b\u30e6\u30fc\u30b6\u30fc\u306b\u901a\u77e5\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u9ad8\u3081\u307e\u3059\u3002<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u306e\u51e6\u7406<\/b><span style=\"font-weight: 400;\">:\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u5206\u6790\u3084\u30e9\u30a4\u30d6\u30c7\u30fc\u30bf\u30d5\u30a3\u30fc\u30c9\u306a\u3069\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u3002<\/span><\/li><\/ul><h3><b>6.\u8c4a\u304b\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306b\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u6a5f\u80fd\u3092\u5f37\u5316\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\uff08gem\uff09\u306e\u8c4a\u5bcc\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u3042\u308a\u307e\u3059\u3002Chartkick\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u305f\u3081\u306egem\u304b\u3089\u3001CSV\u3084JSON\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u6271\u3046\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u307e\u3067\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u30c4\u30fc\u30eb\u3092\u3059\u3050\u306b\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u308a\u3001\u958b\u767a\u6642\u9593\u3068\u52b4\u529b\u304c\u524a\u6e1b\u3055\u308c\u3001\u30c1\u30fc\u30e0\u306f\u8eca\u8f2a\u306e\u518d\u767a\u660e\u3067\u306f\u306a\u304f\u3001\u30b3\u30a2\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h3><b>7.\u8a66\u9a13\u3068\u54c1\u8cea\u4fdd\u8a3c<\/b><\/h3><p><span style=\"font-weight: 400;\">Rails\u306f\u30c6\u30b9\u30c8\u99c6\u52d5\u958b\u767a (TDD) \u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a8\u5968\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u30ed\u30b8\u30c3\u30af\u306e\u30c6\u30b9\u30c8\u3092\u7c21\u5358\u306b\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002RSpec\u3084Minitest\u306a\u3069\u306e\u7d44\u307f\u8fbc\u307f\u30c6\u30b9\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u308a\u3001\u30c1\u30fc\u30e0\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4fe1\u983c\u6027\u3068\u4fdd\u5b88\u6027\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u54c1\u8cea\u306b\u91cd\u70b9\u3092\u7f6e\u304f\u3053\u3068\u3067\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u65e9\u3044\u6bb5\u968e\u3067\u554f\u984c\u3092\u767a\u898b\u3057\u3001\u3088\u308a\u5805\u7262\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h2><b>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3051\u308bRuby on Rails\u306e\u4f7f\u7528\u4f8b\u3092\u63a2\u308b<\/b><\/h2><h3><b>1.\u30c7\u30fc\u30bf\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/b><\/h3><p><span style=\"font-weight: 400;\">Rails \u3092\u4f7f\u7528\u3057\u3066\u3001\u4e3b\u8981\u306a\u6e2c\u5b9a\u57fa\u6e96\u3084 KPI \u3092\u8996\u899a\u5316\u3059\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u51e6\u7406\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u5f62\u5f0f\u3067\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u610f\u601d\u6c7a\u5b9a\u8005\u306f\u8fc5\u901f\u306b\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h3><b>2.\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790<\/b><\/h3><p><span style=\"font-weight: 400;\">WebSocket\u3084ActionCable\u306e\u3088\u3046\u306a\u6280\u8853\u306e\u7d71\u5408\u306b\u3088\u308a\u3001RoR\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u4f01\u696d\u306f\u30e9\u30a4\u30d6\u30fb\u30c7\u30fc\u30bf\u30fb\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30e2\u30cb\u30bf\u30fc\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u8ffd\u8de1\u3057\u3001\u767a\u751f\u3057\u305f\u30c8\u30ec\u30f3\u30c9\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p><h3><b>3.\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/b><\/h3><p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3068\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306e\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002API\u3092\u901a\u3058\u3066TensorFlow\u3084Scikit-learn\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u306b\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h2><b>\u7d50\u8ad6<\/b><\/h2><p><span style=\"font-weight: 400;\">Ruby on Rails \u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3064\u3044\u3066\u8003\u3048\u308b\u3068\u304d\u306b\u6700\u521d\u306b\u601d\u3044\u6d6e\u304b\u3076\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u306f\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u305d\u306e\u8fc5\u901f\u306a\u958b\u767a\u80fd\u529b\u3001\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3001\u5f37\u529b\u306a\u6a5f\u80fd\u306b\u3088\u308a\u3001\u5206\u6790\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u5019\u88dc\u3068\u306a\u308a\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3068\u5171\u306bRoR\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u4fc3\u9032\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u5805\u7262\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><p><span style=\"font-weight: 400;\">\u4f01\u696d\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u529b\u3092\u6d3b\u7528\u3057\u7d9a\u3051\u308b\u4e2d\u3001Ruby on Rails \u306f\u958b\u767a\u8005\u306e\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u306e\u4e2d\u3067\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u7d9a\u3051\u3001\u52b9\u7387\u7684\u3067\u52b9\u679c\u7684\u306a\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u3044\u305a\u308c\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3067\u3082\u3001Ruby on Rails\u306f\u3001\u9032\u5316\u3057\u7d9a\u3051\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e16\u754c\u3067\u6210\u529f\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u67d4\u8edf\u6027\u3068\u6a5f\u80fd\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u65b9\u306f <a href=\"https:\/\/www.railscarma.com\/ja\">\u30ec\u30fc\u30eb\u30ab\u30fc\u30de<\/a>.<\/span><\/p><h2><b>\u3088\u304f\u3042\u308b\u8cea\u554f<\/b><\/h2><h4><b>1.Ruby on Rails\u3068\u306f\u4f55\u304b\u3001\u306a\u305c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u4f7f\u308f\u308c\u308b\u306e\u304b\uff1f<\/b><\/h4><p><span style=\"font-weight: 400;\">Ruby on Rails\uff08RoR\uff09\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u3092\u91cd\u8996\u3057\u305fWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u958b\u767a\u8005\u304c\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3057\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3068\u7c21\u5358\u306b\u7d71\u5408\u3057\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u4f7f\u7528\u3055\u308c\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u6d1e\u5bdf\u3092\u5f97\u308b\u306e\u306b\u7406\u60f3\u7684\u3067\u3059\u3002<\/span><\/p><h4><b>2.Ruby on Rails\u306f\u3001Apache Hadoop\u3084Spark\u306e\u3088\u3046\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3068\u3069\u306e\u3088\u3046\u306b\u7d71\u5408\u3059\u308b\u306e\u3067\u3059\u304b\uff1f<\/b><\/h4><p><span style=\"font-weight: 400;\">Ruby on Rails\u306fAPI\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u901a\u3058\u3066\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3067\u304d\u308b\u3002\u4f8b\u3048\u3070\u3001\u958b\u767a\u8005\u306fgems\u3092\u4f7f\u7528\u3057\u3066\u5206\u6563\u51e6\u7406\u306e\u305f\u3081\u306bHadoop\u3068\u63a5\u7d9a\u3057\u305f\u308a\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30a4\u30f3\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bApache Spark\u3068\u5bfe\u8a71\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u52b9\u7387\u7684\u306a\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002.<\/span><\/p><h4><b>3.Ruby on Rails\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u304b\uff1f<\/b><\/h4><p><span style=\"font-weight: 400;\">\u305d\u3046\u3001Ruby on Rails\u306f\u3001WebSocket\u63a5\u7d9a\u3092\u53ef\u80fd\u306b\u3059\u308bActionCable\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u901a\u3058\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3066\u8868\u793a\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u6700\u65b0\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3002<\/span><\/p><h4><b>4.Ruby on Rails\u306f\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u69cb\u7bc9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/b><\/h4><p><span style=\"font-weight: 400;\">\u3082\u3061\u308d\u3093\u3067\u3059\u3002Ruby on Rails\u306f\u3001D3.js\u3084Chart.js\u306a\u3069\u306eJavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u958b\u767a\u8005\u306f\u3001\u30e6\u30fc\u30b6\u304c\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7406\u89e3\u3057\u3001\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u306e\u306b\u5f79\u7acb\u3064\u52d5\u7684\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p><h4><b>5.\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306bRuby on Rails\u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u306f\uff1f<\/b><\/h4><p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u4ed6\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u6bd4\u3079\u3066\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u4f4e\u3044\u3068\u601d\u308f\u308c\u304c\u3061\u3067\u3059\u304c\u3001\u9069\u5207\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u5927\u91cf\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u4f7f\u7528\u306a\u3069\u306e\u30c6\u30af\u30cb\u30c3\u30af\u306f\u3001RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/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=\"MLOps\u306e\u305f\u3081\u306eRuby on Rails: ML\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u5b8c\u5168\u30ac\u30a4\u30c9\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/ruby-on-rails-for-mlops-ml%e3%83%87%e3%83%97%e3%83%ad%e3%82%a4%e3%83%a1%e3%83%b3%e3%83%88%e5%ae%8c%e5%85%a8%e3%82%ac%e3%82%a4%e3%83%89\/?related_post_from=41350\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps.png\" class=\"attachment-full size-full wp-post-image\" alt=\"MLOps\u306e\u305f\u3081\u306eRuby on Rails\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps.png 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps-300x113.png 300w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps-768x288.png 768w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Ruby-on-Rails-for-MLOps-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=\"MLOps\u306e\u305f\u3081\u306eRuby on Rails: ML\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u5b8c\u5168\u30ac\u30a4\u30c9\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/ruby-on-rails-for-mlops-ml%e3%83%87%e3%83%97%e3%83%ad%e3%82%a4%e3%83%a1%e3%83%b3%e3%83%88%e5%ae%8c%e5%85%a8%e3%82%ac%e3%82%a4%e3%83%89\/?related_post_from=41350\">\r\n        MLOps\u306e\u305f\u3081\u306eRuby on Rails: ML\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\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\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/building-agentic-ai-applications-with-ruby-on-rails\/?related_post_from=41339\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Building-Agentic-AI-Applications-with-Ruby-on-Rails.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Ruby on Rails\u306b\u3088\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Building-Agentic-AI-Applications-with-Ruby-on-Rails.png 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Building-Agentic-AI-Applications-with-Ruby-on-Rails-300x113.png 300w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Building-Agentic-AI-Applications-with-Ruby-on-Rails-768x288.png 768w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/05\/Building-Agentic-AI-Applications-with-Ruby-on-Rails-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 on Rails\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/building-agentic-ai-applications-with-ruby-on-rails\/?related_post_from=41339\">\r\n        Ruby on Rails\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b  <\/a>\r\n\r\n        <\/div>\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        <\/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, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Build-a-SaaS-Platform-Using-Ruby-on-Rails-768x288.png 768w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2026\/04\/Build-a-SaaS-Platform-Using-Ruby-on-Rails-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 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        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  <\/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 !important;\r\n          }\r\n\r\n    .related-post .post-list .item 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Rails\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6280\u8853\u3068\u3069\u306e\u3088\u3046\u306b\u7d71\u5408\u3055\u308c\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3069\u306e\u3088\u3046\u306a\u5229\u70b9\u3092\u3082\u305f\u3089\u3059\u306e\u304b\u3092\u63a2\u308a\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3092\u7406\u89e3\u3059\u308b \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3067\u306f\u3001\u5927\u898f\u6a21\u3067\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8abf\u67fb\u3057\u3066\u3001\u96a0\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u3084\u76f8\u95a2\u95a2\u4fc2\u3001\u6d1e\u5bdf\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u306a\u304c\u3089\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u5805\u7262\u306a\u30c4\u30fc\u30eb\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u5fc5\u8981\u3067\u3059\u3002\u4f01\u696d\u306f\u30d3\u30c3\u30b0 ...<\/p>\n<p class=\"read-more\"> <a class=\"\" 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\/\"> <span class=\"screen-reader-text\">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<\/span> \u3082\u3063\u3068\u8aad\u3080 \"<\/a><\/p>","protected":false},"author":5,"featured_media":38609,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1224],"tags":[],"class_list":["post-38603","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Role of Ruby on Rails in Big Data Analytics - RailsCarma - Ruby on Rails Development Company specializing in Offshore Development<\/title>\n<meta name=\"description\" content=\"Explore the role of Ruby on Rails in Big Data Analytics. 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