{"id":37506,"date":"2024-01-10T05:33:06","date_gmt":"2024-01-10T05:33:06","guid":{"rendered":"https:\/\/www.railscarma.com\/?p=37506"},"modified":"2024-01-10T05:53:27","modified_gmt":"2024-01-10T05:53:27","slug":"%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8bruby-on-rails","status":"publish","type":"post","link":"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8bruby-on-rails\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u3068\u4eba\u5de5\u77e5\u80fd\u306b\u304a\u3051\u308bRuby on Rails"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"37506\" class=\"elementor elementor-37506\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9b215ab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9b215ab\" 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-fdc33b6\" data-id=\"fdc33b6\" 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-58cfd64 elementor-widget elementor-widget-text-editor\" data-id=\"58cfd64\" 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;\">\u30a8\u30ec\u30ac\u30f3\u30c8\u306a\u69cb\u6587\u3068\u958b\u767a\u8005\u306b\u512a\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u77e5\u3089\u308c\u308bRuby on Rails\uff08RoR\uff09\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u3084\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u9818\u57df\u306b\u3082\u9032\u51fa\u3057\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306e\u5206\u91ce\u3067\u306fPython\u304c\u512a\u52e2\u3067\u3059\u304c\u3001RoR\u306f\u72ec\u81ea\u306e\u5229\u70b9\u3092\u3082\u305f\u3089\u3057\u3001ML\u3084AI\u3092\u6d3b\u7528\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001Ruby on Rails\u3068ML\/AI\u306e\u76f8\u4e57\u52b9\u679c\u3092\u63a2\u308a\u3001\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u3053\u308c\u3089\u306e\u6280\u8853\u304c\u3069\u306e\u3088\u3046\u306b\u304a\u4e92\u3044\u3092\u88dc\u5b8c\u3057\u5408\u3046\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><\/p>\n<h2><b>Ruby on Rails\u3068\u306f\u4f55\u3067\u3059\u304b?<\/b><\/h2>\n<p><\/p>\n<p><span style=\"font-weight: 400;\">Ruby on Rails\uff08\u5358\u306bRails\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u591a\u3044\uff09\u306f\u3001Ruby\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u305fWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002David Heinemeier Hansson\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305fRails\u306f\u3001CoC\uff08convention over configuration\uff09\u3068DRY\uff08don't repeat yourself\uff09\u306e\u539f\u5247\u306b\u5f93\u3044\u3001\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u30022005\u5e74\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305fRuby on Rails\u306f\u3001\u305d\u306e\u30a8\u30ec\u30ac\u30f3\u30c8\u306a\u69cb\u6587\u3001\u5f37\u529b\u306a\u6a5f\u80fd\u3001\u5805\u7262\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8fc5\u901f\u306a\u958b\u767a\u3067\u4eba\u6c17\u3092\u535a\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><\/p>\n<h2><b>\u4e3b\u306a\u69cb\u6210\u8981\u7d20\u3068\u6982\u5ff5\uff1a<\/b><\/h2>\n<p><\/p>\n<ul>\n<li style=\"\" aria-level=\"1\"><b>Ruby\u8a00\u8a9e\uff1a<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ruby\u306f\u52d5\u7684\u3067\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3042\u308a\u3001\u8aad\u307f\u3084\u3059\u3055\u3068\u30b7\u30f3\u30d7\u30eb\u3055\u3067\u77e5\u3089\u308c\u3066\u3044\u308b\u3002Ruby\u3067\u69cb\u7bc9\u3055\u308c\u305fRails\u306f\u3001\u3053\u308c\u3089\u306e\u7279\u5fb4\u3092\u53d7\u3051\u7d99\u3044\u3067\u3044\u308b\u3002<\/span><\/p>\n<p><\/p>\n<ul>\n<li style=\"\" aria-level=\"1\"><b>\u30b3\u30f3\u30d5\u30a3\u30ae\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u3081\u3050\u308b\u6761\u7d04\uff08CoC\uff09\uff1a<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">RoR\u306f\u8ce2\u660e\u306a\u30c7\u30d5\u30a9\u30eb\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u660e\u793a\u7684\u306a\u8a2d\u5b9a\u306e\u5fc5\u8981\u6027\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u307e\u3059\u3002\u958b\u767a\u8005\u306f\u578b\u306b\u306f\u307e\u3063\u305f\u90e8\u5206\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3088\u304f\u3001\u5b9a\u578b\u7684\u306a\u30b3\u30fc\u30c9\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<p><\/p>\n<ul>\n<li style=\"\" aria-level=\"1\"><b>\u7e70\u308a\u8fd4\u3055\u306a\u3044\u3053\u3068\uff08DRY\uff09\uff1a<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">DRY\u306f\u30b3\u30fc\u30c9\u306e\u518d\u5229\u7528\u6027\u3068\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3092\u4fc3\u9032\u3059\u308b\u3002RoR\u3067\u306f\u3001\u958b\u767a\u8005\u306f\u4e00\u5ea6\u66f8\u3044\u305f\u30b3\u30fc\u30c9\u3092\u518d\u5229\u7528\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3001\u5197\u9577\u6027\u3092\u907f\u3051\u3001\u4fdd\u5b88\u6027\u3092\u4fc3\u9032\u3059\u308b\u3002<\/span><\/p>\n<p><\/p>\n<ul>\n<li style=\"\" aria-level=\"1\"><b>MVC\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff1a<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">RoR\u306fMVC\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30d1\u30bf\u30fc\u30f3\u306b\u5f93\u3063\u3066\u304a\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30923\u3064\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8-\u30e2\u30c7\u30eb\uff08\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\uff09\u3001\u30d3\u30e5\u30fc\uff08\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u5c64\uff09\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\uff08\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b8\u30c3\u30af\u3068\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u51e6\u7406\uff09\u306b\u5206\u96e2\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><\/p>\n<ul>\n<li style=\"\" aria-level=\"1\"><b>\u73fe\u5f79\u8a18\u9332\uff1a<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Rails\u306b\u306fActive Record\u3068\u547c\u3070\u308c\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30de\u30c3\u30d4\u30f3\u30b0\uff08ORM\uff09\u30b7\u30b9\u30c6\u30e0\u304c\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c6\u30fc\u30d6\u30eb\u3092Ruby\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u8868\u73fe\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u7c21\u7d20\u5316\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><\/p>\n<ul>\n<li style=\"\" aria-level=\"1\"><b>\u8db3\u5834\uff1a<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">RoR\u306e\u30b9\u30ad\u30e3\u30d5\u30a9\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u6a5f\u80fd\u306f\u3001\u30e2\u30c7\u30eb\u3001\u30d3\u30e5\u30fc\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u306e\u57fa\u672c\u69cb\u9020\u3092\u751f\u6210\u3057\u3001\u8fc5\u901f\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3068\u3001\u6700\u5c0f\u9650\u306e\u52b4\u529b\u3067\u6a5f\u80fd\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><\/p>\n<ul>\n<li style=\"\" aria-level=\"1\"><b>\u5b9d\u77f3\u3060\uff1a<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">RoR\u306fGems\u3068\u547c\u3070\u308c\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7c21\u5358\u306b\u8ffd\u52a0\u30fb\u7ba1\u7406\u3057\u305f\u308a\u3001\u6a5f\u80fd\u3092\u62e1\u5f35\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Gems\u306fRails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u62e1\u5f35\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002<\/span><\/p>\n<p><\/p>\n<h2><b>Ruby on Rails\u306e\u5229\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/b><\/h2>\n<p><\/p>\n<h3><b>Ruby on Rails\u306e\u5229\u70b9\uff1a<\/b><\/h3>\n<p><b>\u958b\u767a\u8005\u306e\u751f\u7523\u6027\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">RoR\u306f\u6163\u4f8b\u3068\u30b7\u30f3\u30d7\u30eb\u3055\u3092\u91cd\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3092\u9ad8\u3081\u3001\u958b\u767a\u30b5\u30a4\u30af\u30eb\u3092\u77ed\u7e2e\u3057\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u8aad\u307f\u3084\u3059\u3055\u3068\u8868\u73fe\u529b\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ruby\u306e\u3059\u3063\u304d\u308a\u3068\u3057\u3066\u8aad\u307f\u3084\u3059\u3044\u69cb\u6587\u306f\u3001RoR\u30b3\u30fc\u30c9\u306e\u8868\u73fe\u529b\u3092\u9ad8\u3081\u3001\u3088\u308a\u76f4\u611f\u7684\u3067\u697d\u3057\u304f\u4f5c\u696d\u3067\u304d\u308b\u3053\u3068\u306b\u8ca2\u732e\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">RoR\u306f\u3001\u8c4a\u5bcc\u306a\u30ea\u30bd\u30fc\u30b9\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3001\u6d3b\u6c17\u306b\u6e80\u3061\u305f\u5354\u529b\u7684\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u6069\u6075\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u591a\u69d8\u306a\u6a5f\u80fd\u306e\u305f\u3081\u306e\u6570\u591a\u304f\u306eGems\u306e\u5229\u7528\u53ef\u80fd\u6027\u306b\u3088\u3063\u3066\u8c4a\u304b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u30e9\u30d4\u30c3\u30c9\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u96db\u5f62\u3084\u898f\u7d04\u99c6\u52d5\u958b\u767a\u306a\u3069\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001RoR\u306f\u30e9\u30d4\u30c3\u30c9\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306f\u30a2\u30a4\u30c7\u30a2\u3092\u7d20\u65e9\u304f\u6a5f\u80fd\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5909\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">RoR\u306f\u3001\u975e\u5e38\u306b\u5927\u898f\u6a21\u3067\u8907\u96d1\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u554f\u984c\u306b\u76f4\u9762\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u5e45\u5e83\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u52b9\u679c\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u65b0\u8208\u4f01\u696d\u3084\u4e2d\u898f\u6a21\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3068\u3063\u3066\u306f\u3001\u4fe1\u983c\u3067\u304d\u308b\u9078\u629e\u80a2\u3067\u3042\u308a\u7d9a\u3051\u308b\u3002<\/span><\/p>\n<p><\/p>\n<h2><b>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u306f\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u3042\u308a\u3001\u30bf\u30b9\u30af\u306e\u305f\u3081\u306b\u660e\u793a\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u5b66\u7fd2\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3084\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u6838\u5fc3\u306f\u3001\u6a5f\u68b0\u304c\u30d1\u30bf\u30fc\u30f3\u3092\u8b58\u5225\u3057\u3001\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u306b\u3042\u308b\u3002<\/span><\/p>\n<p><\/p>\n<h3><b>\u6a5f\u68b0\u5b66\u7fd2\u306e\u30ad\u30fc\u30b3\u30f3\u30bb\u30d7\u30c8<\/b><\/h3>\n<p><\/p>\n<p><b>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u304b\u3089\u5b66\u3076\uff1aML\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u4e00\u822c\u5316\u3059\u308b\u305f\u3081\u306b\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u30d1\u30bf\u30fc\u30f3\u3092\u8a8d\u8b58\u3057\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u4f8b\u3068\u306a\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u7279\u5fb4\u3068\u30e9\u30d9\u30eb<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u5165\u51fa\u529b\u30de\u30c3\u30d4\u30f3\u30b0\uff1a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3067\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u5165\u529b\u7279\u5fb4\u3092\u5bfe\u5fdc\u3059\u308b\u30e9\u30d9\u30eb\u307e\u305f\u306f\u7d50\u679c\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3059\u308b\u3002\u7279\u5fb4\u306f\u7279\u6027\u307e\u305f\u306f\u5909\u6570\u3067\u3042\u308a\u3001\u30e9\u30d9\u30eb\u306f\u671b\u307e\u3057\u3044\u51fa\u529b\u3092\u8868\u3059\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u5b66\u7fd2\u306e\u7a2e\u985e\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\uff1a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3055\u308c\u3001\u5165\u529b\u3068\u51fa\u529b\u306e\u30da\u30a2\u306b\u57fa\u3065\u3044\u3066\u4e88\u6e2c\u3084\u5206\u985e\u3092\u884c\u3046\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\uff1a\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u56fa\u6709\u306e\u69cb\u9020\u3084\u95a2\u4fc2\u3092\u7279\u5b9a\u3059\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5f37\u5316\u5b66\u7fd2\uff1a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u74b0\u5883\u3068\u76f8\u4e92\u4f5c\u7528\u3057\u3001\u5831\u916c\u3084\u30da\u30ca\u30eb\u30c6\u30a3\u306e\u5f62\u3067\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53d7\u3051\u308b\u3053\u3068\u3067\u5b66\u7fd2\u3059\u308b\u3002<\/span><\/li>\n<\/ul>\n<p><b>\u30e2\u30c7\u30eb\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u6570\u5b66\u7684\u8868\u73fe\uff1aML\u30e2\u30c7\u30eb\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u6570\u5b66\u7684\u306b\u8868\u73fe\u3057\u305f\u3082\u306e\u3067\u3042\u308b\u3002\u6c7a\u5b9a\u6728\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u306e\u3088\u3046\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\uff1a<\/b><\/p>\n<p><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6bb5\u968e\uff1a\u8a13\u7df4\u4e2d\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u4e88\u6e2c\u7d50\u679c\u3068\u5b9f\u969b\u306e\u7d50\u679c\u306e\u5dee\u3092\u6700\u5c0f\u5316\u3059\u308b\u3088\u3046\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u63a8\u8ad6\u30d5\u30a7\u30fc\u30ba\uff1a\u63a8\u8ad6\u307e\u305f\u306f\u4e88\u6e2c\u6bb5\u968e\u3067\u306f\u3001\u5b66\u7fd2\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u65b0\u3057\u3044\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u9069\u7528\u3057\u3001\u4e88\u6e2c\u307e\u305f\u306f\u6c7a\u5b9a\u3092\u884c\u3046\u3002<\/span><\/li>\n<\/ul>\n<h2><b>\u4e00\u822c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/b><\/h2>\n<p><\/p>\n<p><b>\u753b\u50cf\u8a8d\u8b58\u3068\u97f3\u58f0\u8a8d\u8b58\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ML\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u9854\u8a8d\u8b58\u30b7\u30b9\u30c6\u30e0\u3001\u753b\u50cf\u5206\u985e\u3001\u97f3\u58f0\u8aad\u307f\u4e0a\u3052\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5f37\u529b\u306b\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ML\u306f\u3001\u611f\u60c5\u5206\u6790\u3001\u8a00\u8a9e\u7ffb\u8a33\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u3001\u8a00\u8a9e\u306b\u95a2\u9023\u3059\u308b\u30bf\u30b9\u30af\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u4e88\u6e2c\u5206\u6790\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ML\u30e2\u30c7\u30eb\u306f\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u5c06\u6765\u306e\u30c8\u30ec\u30f3\u30c9\u3001\u7d50\u679c\u3001\u307e\u305f\u306f\u4fa1\u5024\u3092\u4e88\u6e2c\u3059\u308b\u3002\u682a\u4fa1\u4e88\u6e2c\u3001\u5929\u6c17\u4e88\u5831\u3001\u9700\u8981\u8a08\u753b\u306a\u3069\u306e\u7528\u9014\u304c\u3042\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ML\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u55dc\u597d\u3084\u884c\u52d5\u3092\u5206\u6790\u3057\u3001\u88fd\u54c1\u3084\u6620\u753b\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u63a8\u85a6\u3059\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u4e0d\u6b63\u306e\u691c\u51fa\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ML\u30e2\u30c7\u30eb\u306f\u3001\u91d1\u878d\u53d6\u5f15\u306e\u7570\u5e38\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3057\u3001\u4e0d\u6b63\u884c\u70ba\u3092\u691c\u77e5\u3059\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u30d8\u30eb\u30b9\u30b1\u30a2\u8a3a\u65ad\u85ac<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ML\u306f\u3001\u533b\u7642\u753b\u50cf\u306e\u89e3\u6790\u3001\u75be\u75c5\u30ea\u30b9\u30af\u306e\u4e88\u6e2c\u3001\u8a3a\u65ad\u306e\u652f\u63f4\u306b\u5fdc\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><\/p>\n<p><b>\u81ea\u5f8b\u8d70\u884c\u8eca\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ML\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u81ea\u52d5\u904b\u8ee2\u8eca\u304c\u611f\u899a\u5165\u529b\u3092\u89e3\u91c8\u3057\u3001\u6c7a\u5b9a\u3092\u4e0b\u3057\u3001\u5b89\u5168\u306b\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/span><\/p>\n<p><\/p>\n<h2><b>Ruby on Rails\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u306f\uff1f<\/b><\/h2>\n<p><\/p>\n<p><span style=\"font-weight: 400;\">Ruby on Rails\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d44\u307f\u5408\u308f\u305b\uff1a<\/span><\/p>\n<ol>\n<li><b> Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u305f\u3081\u306eRuby on Rails\uff1a<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u3001CoC\uff08Convention over Configuration\uff09\u3068DRY\uff08Don't Repeat yourself\uff09\u306e\u539f\u5247\u306b\u3088\u308a\u3001\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306b\u512a\u308c\u3066\u3044\u308b\u3002RoR\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u30b9\u30d4\u30fc\u30c9\u306f\u3001ML\u3084AI\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3068\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306b\u7406\u60f3\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><\/p>\n<ol start=\"2\">\n<li><b> ML\/AI\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u7d71\u5408\uff1a<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">RoR\u306fML\u3084AI\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3059\u308b\u304c\u3001\u3053\u308c\u3089\u306e\u9818\u57df\u3067\u306f\u4f1d\u7d71\u7684\u306bPython\u304c\u4f7f\u7528\u3055\u308c\u3066\u304d\u305f\u3002ai4r'\u3084'sciruby'\u306e\u3088\u3046\u306agems\uff08Ruby\u30e9\u30a4\u30d6\u30e9\u30ea\uff09\u3092\u4f7f\u3048\u3070\u3001\u958b\u767a\u8005\u306fML\u6a5f\u80fd\u3092\u7c21\u5358\u306b\u81ea\u5206\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\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\/\">RoR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/a>.<\/span><\/p>\n<p><\/p>\n<ol start=\"3\">\n<li><b> ML\/AI\u306b\u304a\u3051\u308bRuby on Rails\u306e\u4f7f\u7528\u4f8b\uff1a<\/b><\/li>\n<\/ol>\n<ul>\n<li><span style=\"font-weight: 400;\">\u4e88\u6e2c\u5206\u6790\uff1aRoR\u306f\u3001\u4e88\u6e2c\u5206\u6790\u3092\u5229\u7528\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a6\u30a7\u30d6\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u63a1\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u958b\u767a\u8005\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3001ML\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u3092\u898b\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<ol start=\"4\">\n<li><b> ML\/AI\u3067Ruby on Rails\u3092\u4f7f\u3046\u30e1\u30ea\u30c3\u30c8\uff1a<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u8fc5\u901f\u306a\u958b\u767a\uff1aRoR\u306f\u6163\u4f8b\u3068\u30b7\u30f3\u30d7\u30eb\u3055\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u30b5\u30a4\u30af\u30eb\u304c\u77ed\u7e2e\u3055\u308c\u3001\u30c1\u30fc\u30e0\u306fML\/AI\u3092\u642d\u8f09\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u8fc5\u901f\u306b\u4f5c\u6210\u3057\u3001\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u958b\u767a\u8005\u306e\u751f\u7523\u6027\uff1aRoR\u306e\u958b\u767a\u8005\u306b\u512a\u3057\u3044\u69cb\u6587\u3068\u8c4a\u5bcc\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u3001\u958b\u767a\u8005\u304c\u3053\u308c\u3089\u306e\u5206\u91ce\u306e\u5c02\u9580\u5bb6\u3067\u306a\u304f\u3066\u3082\u3001ML\/AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff1aRoR\u306f\u30ea\u30bd\u30fc\u30b9\u96c6\u7d04\u7684\u306aML\/AI\u8a08\u7b97\u306e\u6700\u521d\u306e\u9078\u629e\u80a2\u3067\u306f\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u7279\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u304c\u91cd\u8981\u3067\u306a\u3044\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001ML\u30e2\u30c7\u30eb\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u3002<\/span><\/li>\n<\/ul>\n<ol start=\"5\">\n<li><b> \u8ab2\u984c\u3068\u8003\u5bdf\uff1a<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u9650\u3089\u308c\u305fML\u30e9\u30a4\u30d6\u30e9\u30ea\uff1aPython\u306f\u8c4a\u5bcc\u306aML\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u8a87\u308a\u307e\u3059\u304c\u3001Ruby\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u6bd4\u8f03\u7684\u5c11\u306a\u3044\u3067\u3059\u3002\u958b\u767a\u8005\u306f\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306bRoR\u3092\u4f7f\u3046\u4e00\u65b9\u3067\u3001ML\u306e\u30b3\u30a2\u6a5f\u80fd\u306b\u3064\u3044\u3066\u306fPython\u306b\u983c\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u61f8\u5ff5\uff1a\u30ea\u30bd\u30fc\u30b9\u96c6\u7d04\u7684\u306aML\u30bf\u30b9\u30af\u306e\u5834\u5408\u3001RoR\u306fPython\u3084C++\u306e\u3088\u3046\u306a\u8a00\u8a9e\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u30bf\u30b9\u30af\u306e\u5206\u6563\u3068\u4e26\u5217\u51e6\u7406\u306b\u95a2\u3059\u308b\u8003\u616e\u304c\u91cd\u8981\u3067\u3042\u308b\u3002<\/span><\/li>\n<\/ul>\n<h2><b>\u7d50\u8ad6<\/b><span style=\"font-weight: 400;\">:<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ruby on Rails\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u5834\u5408\u306b\u6700\u521d\u306b\u601d\u3044\u6d6e\u304b\u3076\u8a00\u8a9e\u3067\u306f\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002 <a href=\"https:\/\/www.carmatec.com\/machine-learning-development-services\/\">\u6a5f\u68b0\u5b66\u7fd2<\/a> \u305d\u3057\u3066 <a href=\"https:\/\/www.carmatec.com\/artificial-intelligence-services\/\">\u4eba\u5de5\u77e5\u80fd<\/a>\u3057\u304b\u3057\u3001\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3001\u6163\u4f8b\u306b\u5f93\u3063\u305f\u958b\u767a\u3001\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9069\u5408\u6027\u306f\u3001RoR\u3092\u5b9f\u884c\u53ef\u80fd\u306a\u9078\u629e\u80a2\u306b\u3057\u3066\u3044\u308b\u3002RoR\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306e\u69cb\u7bc9\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7ba1\u7406\u3001ML\/AI\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u7d71\u5408\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u8f1d\u304d\u3092\u653e\u3064\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>\n<p><\/p>\n<h2><b>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; \u3088\u304f\u3042\u308b\u8cea\u554f<\/b><\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-51d825d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51d825d\" 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-7513584\" data-id=\"7513584\" 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-b7ab4b2 uael-faq-box-layout-yes align-at-left elementor-widget elementor-widget-uael-faq\" data-id=\"b7ab4b2\" data-element_type=\"widget\" data-widget_type=\"uael-faq.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id='uael-faq-wrapper-192' class=\"uael-faq-wrapper\">\n\t\t\t\t<div class=\"uael-faq-container uael-faq-layout-accordion\" data-layout=\"accordion\" >\n\t\t\t\t\t\t\t\t\t\t\t\t<div id=\"uael-accordion-9ab77af\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><i class=\"fas fa-angle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-9ab77af uael-question-span\" tabindex=\"0\" id=\"uael-faq-1\">\u6a5f\u68b0\u5b66\u7fd2\u3084\u4eba\u5de5\u77e5\u80fd\u3092\u542b\u3080\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306bRuby on Rails\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u304b\uff1f<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>\u305d\u3046\u3001Ruby on Rails\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u4eba\u5de5\u77e5\u80fd\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u306b\u6d3b\u7528\u3067\u304d\u308b\u3002\u3053\u308c\u3089\u306e\u9818\u57df\u3067\u306fPython\u306e\u65b9\u304c\u4e00\u822c\u7684\u3067\u3059\u304c\u3001Ruby on Rails\u306fWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u5074\u9762\u3092\u51e6\u7406\u3057\u3001ML\/AI\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div id=\"uael-accordion-388d6bf\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><i class=\"fas fa-angle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-388d6bf uael-question-span\" tabindex=\"0\" id=\"uael-faq-2\">Ruby on Rails\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f75\u7528\u3059\u308b\u5229\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>\u305d\u306e\u5229\u70b9\u3068\u3057\u3066\u306f\u3001RoR\u306e\u898f\u7d04\u99c6\u52d5\u578b\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308b\u8fc5\u901f\u306a\u958b\u767a\u3001\u751f\u7523\u6027\u3092\u9ad8\u3081\u308b\u958b\u767a\u8005\u306b\u512a\u3057\u3044\u69cb\u6587\u3001ML\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3067\u304d\u308b\u3053\u3068\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u308b\u3002\u3055\u3089\u306b\u3001RoR\u306e\u8aad\u307f\u3084\u3059\u3055\u3068\u8868\u73fe\u529b\u306f\u3001\u4fdd\u5b88\u6027\u306e\u9ad8\u3044\u30b3\u30fc\u30c9\u306e\u69cb\u7bc9\u306b\u8ca2\u732e\u3059\u308b\u3002<\/p><p>\u00a0<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div id=\"uael-accordion-6afda2d\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><i class=\"fas fa-angle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-6afda2d uael-question-span\" tabindex=\"0\" id=\"uael-faq-3\">\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306bRuby on Rails\u3092\u4f7f\u7528\u3059\u308b\u969b\u306e\u5236\u9650\u3084\u8ab2\u984c\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>\u5236\u7d04\u306e1\u3064\u306f\u3001Python\u306e\u3088\u3046\u306a\u8a00\u8a9e\u306b\u6bd4\u3079\u3066ML\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u5c0f\u3055\u3044\u3053\u3068\u3067\u3059\u3002\u30ea\u30bd\u30fc\u30b9\u96c6\u7d04\u7684\u306aML\u30bf\u30b9\u30af\u306e\u5834\u5408\u3001RoR\u306fPython\u3084C++\u306e\u3088\u3046\u306a\u8a00\u8a9e\u306e\u6027\u80fd\u7684\u306a\u5229\u70b9\u3092\u63d0\u4f9b\u3057\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u30bf\u30b9\u30af\u306e\u5206\u6563\u3068\u4e26\u5217\u51e6\u7406\u306b\u95a2\u3059\u308b\u8003\u616e\u304c\u91cd\u8981\u306b\u306a\u308b\u3002<\/p><p>\u00a0<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div id=\"uael-accordion-3d46bca\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><i class=\"fas fa-angle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-3d46bca uael-question-span\" tabindex=\"0\" id=\"uael-faq-4\">Ruby on Rails\u306f\u3001\u4e88\u6e2c\u5206\u6790\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30fb\u30a8\u30f3\u30b8\u30f3\u3092\u542b\u3080\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306b\u3069\u306e\u3088\u3046\u306b\u8ca2\u732e\u3067\u304d\u307e\u3059\u304b\uff1f<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>Ruby on Rails\u306f\u3001\u4e88\u6e2c\u5206\u6790\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30fb\u30a8\u30f3\u30b8\u30f3\u3092\u6d3b\u7528\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a6\u30a7\u30d6\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306e\u958b\u767a\u3092\u4fc3\u9032\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u958b\u767a\u8005\u306fRoR\u3092\u4f7f\u3063\u3066\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3001ML\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><p>\u00a0<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div id=\"uael-accordion-4a13efd\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><i class=\"fas fa-angle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-4a13efd uael-question-span\" tabindex=\"0\" id=\"uael-faq-5\">\u672c\u756a\u74b0\u5883\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3068\u7ba1\u7406\u306b\u304a\u3051\u308bRuby on Rails\u306e\u5f79\u5272\u3068\u306f\uff1f<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>Ruby on Rails\u306f\u3001\u672c\u756a\u74b0\u5883\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3068\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7ba1\u7406\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u4e2d\u6838\u3068\u306a\u308bML\u306e\u6a5f\u80fd\u306f\u4ed6\u306e\u8a00\u8a9e\u3092\u4f7f\u3063\u3066\u5b9f\u88c5\u3055\u308c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001RoR\u306fWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u30e2\u30c7\u30eb\u306e\u7d71\u5408\u3068\u305d\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u7ba1\u7406\u306b\u95a2\u9023\u3059\u308b\u30bf\u30b9\u30af\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\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 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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\" 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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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While Python has been a dominant player in these fields, RoR brings its own set of advantages and can be a powerful choice for building applications that leverage ML and AI. In this blog, we&#8217;ll explore the synergy between Ruby on Rails and ML\/AI, discussing use cases, benefits, and how these technologies complement each other. What is Ruby on Rails? Ruby on Rails, which is often simply referred to as Rails, is a web application framework written in the Ruby programming language. Developed &hellip;<\/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":37511,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1224],"tags":[],"class_list":["post-37506","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>Ruby on Rails in Machine Learning and Artificial Intelligence - RailsCarma<\/title>\n<meta name=\"description\" content=\"Unlock the power of Ruby on Rails in AI and ML development. Seamlessly integrate cutting-edge technologies for efficient, scalable solutions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.railscarma.com\/ja\/\u30d6\u30ed\u30b0\/\u6a5f\u68b0\u5b66\u7fd2\u3068\u4eba\u5de5\u77e5\u80fd\u306b\u304a\u3051\u308bruby-on-rails\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ruby on Rails in Machine Learning and Artificial Intelligence - RailsCarma\" \/>\n<meta property=\"og:description\" content=\"Unlock the power of Ruby on Rails in AI and ML development. Seamlessly integrate cutting-edge technologies for efficient, scalable solutions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.railscarma.com\/ja\/\u30d6\u30ed\u30b0\/\u6a5f\u68b0\u5b66\u7fd2\u3068\u4eba\u5de5\u77e5\u80fd\u306b\u304a\u3051\u308bruby-on-rails\/\" \/>\n<meta property=\"og:site_name\" content=\"RailsCarma - Ruby on Rails Development Company specializing in Offshore Development\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/RailsCarma\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-10T05:33:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-10T05:53:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2024\/01\/Ruby-on-Rails-in-Machine-Learning-and-Artificial-Intelligence.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nikhil\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@railscarma\" \/>\n<meta name=\"twitter:site\" content=\"@railscarma\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nikhil\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"8\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/\"},\"author\":{\"name\":\"Nikhil\",\"@id\":\"https:\/\/www.railscarma.com\/#\/schema\/person\/1aa0357392b349082303e8222c35c30c\"},\"headline\":\"Ruby on Rails in Machine Learning and Artificial Intelligence\",\"datePublished\":\"2024-01-10T05:33:06+00:00\",\"dateModified\":\"2024-01-10T05:53:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/\"},\"wordCount\":1555,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.railscarma.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2024\/01\/Ruby-on-Rails-in-Machine-Learning-and-Artificial-Intelligence.jpg\",\"articleSection\":[\"Blogs\"],\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/\",\"url\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/\",\"name\":\"Ruby on Rails in Machine Learning and Artificial Intelligence - RailsCarma\",\"isPartOf\":{\"@id\":\"https:\/\/www.railscarma.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.railscarma.com\/blog\/ruby-on-rails-in-machine-learning-and-artificial-intelligence\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2024\/01\/Ruby-on-Rails-in-Machine-Learning-and-Artificial-Intelligence.jpg\",\"datePublished\":\"2024-01-10T05:33:06+00:00\",\"dateModified\":\"2024-01-10T05:53:27+00:00\",\"description\":\"Unlock the power of Ruby on Rails in AI and ML development. 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