{"id":3495,"date":"2025-02-23T10:10:18","date_gmt":"2025-02-23T01:10:18","guid":{"rendered":"https:\/\/wtpmj.com\/?p=3495"},"modified":"2025-02-23T10:10:18","modified_gmt":"2025-02-23T01:10:18","slug":"ai%e5%ad%a6%e7%bf%92%e6%89%8b%e6%b3%95%e3%81%ae%e6%af%94%e8%bc%83%e3%81%a8%e6%9c%aa%e6%9d%a5%e5%b1%95%e6%9c%9b","status":"publish","type":"post","link":"https:\/\/wtpmj.com\/?p=3495","title":{"rendered":"AI\u5b66\u7fd2\u624b\u6cd5\u306e\u6bd4\u8f03\u3068\u672a\u6765\u5c55\u671b"},"content":{"rendered":"<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/downloaded_image_1740273008.jpg\"><\/p>\n<h1>AI\u306b\u304a\u3051\u308b\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001\u5f37\u5316\u5b66\u7fd2\u306e\u6bd4\u8f03\u5206\u6790\u3068\u5fdc\u7528\u5c55\u671b<\/h1>\n<p>\u4eba\u5de5\u77e5\u80fd(AI)\u6280\u8853\u306e\u9032\u5316\u306b\u304a\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5404\u7a2e\u624b\u6cd5\u304b\u3099\u679c\u305f\u3059\u5f79\u5272\u306f\u6975\u3081\u3066\u91cd\u8981\u3066\u3099\u3042\u308b\u3002\u672c\u5831\u544a\u3066\u3099\u306f\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2(Supervised Learning)\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2(Unsupervised Learning)\u3001\u304a\u3088\u3072\u3099\u5f37\u5316\u5b66\u7fd2(Reinforcement 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href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a 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href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>]\u3002<\/p>\n<h3>\u4e3b\u8981\u30e1\u30ea\u30c3\u30c8\u306e\u691c\u8a3c<\/h3>\n<p>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u9ad8\u3044\u4e88\u6e2c\u7cbe\u5ea6\u306b\u3042\u308b\u3002\u6b63\u89e3\u30c6\u3099\u30fc\u30bf\u3092\u660e\u793a\u7684\u306b\u4e0e\u3048\u308b\u305f\u3081\u3001\u30e2\u30c6\u3099\u30eb\u304b\u3099\u5165\u529b\u3068\u51fa\u529b\u306e\u95a2\u4fc2\u6027\u3092\u660e\u78ba\u306b\u628a\u63e1\u53ef\u80fd\u3068\u306a\u308b[<a href=\"https:\/\/www.skygroup.jp\/media\/article\/3445\/\">1<\/a>][<a 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href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>]\u3002<\/p>\n<p>\u5b66\u7fd2\u901f\u5ea6\u306e\u901f\u3055\u3082\u91cd\u8981\u306a\u7279\u5fb4\u3066\u3099\u3042\u308b\u3002\u8aa4\u5dee\u9006\u4f1d\u64ad\u6cd5\u306a\u3068\u3099\u306e\u6700\u9069\u5316\u30a2\u30eb\u30b3\u3099\u30ea\u30b9\u3099\u30e0\u304b\u3099\u78ba\u7acb\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u30c6\u3099\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u3082\u52b9\u7387\u7684\u306a\u5b66\u7fd2\u304b\u3099\u53ef\u80fd\u3068\u306a\u308b[<a href=\"https:\/\/www.skygroup.jp\/media\/article\/3445\/\">1<\/a>][<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>]\u3002\u3053\u306e\u7279\u6027\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4e88\u6e2c\u304b\u3099\u5fc5\u8981\u306a\u91d1\u878d\u53d6\u5f15\u30b7\u30b9\u30c6\u30e0\u3084\u751f\u7523\u30e9\u30a4\u30f3\u306e\u7570\u5e38\u691c\u77e5\u306a\u3068\u3099\u3001\u6642\u9593\u7684\u5236\u7d04\u306e\u53b3\u3057\u3044\u9818\u57df\u3066\u3099\u306e\u6d3b\u7528\u304b\u3099\u9032\u3093\u3066\u3099\u3044\u308b[<a href=\"https:\/\/www.skygroup.jp\/media\/article\/3445\/\">1<\/a>][<a 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href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u533b\u7642\u5206\u91ce\u3066\u3099\u306f\u60a3\u8005\u30c6\u3099\u30fc\u30bf\u306e\u533f\u540d\u5316\u51e6\u7406\u3084\u502b\u7406\u5be9\u67fb\u304b\u3099\u5fc5\u8981\u3068\u306a\u308b\u305f\u3081\u3001\u30c6\u3099\u30fc\u30bf\u53ce\u96c6\u306e\u30cf\u30fc\u30c8\u3099\u30eb\u304b\u3099\u7279\u306b\u9ad8\u3044[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>]\u3002<\/p>\n<p>\u307e\u305f\u3001\u30e9\u30d8\u3099\u30ea\u30f3\u30af\u3099\u306e\u54c1\u8cea\u304b\u3099\u30e2\u30c6\u3099\u30eb\u6027\u80fd\u306b\u76f4\u7d50\u3059\u308b\u70b9\u3082\u6ce8\u610f\u3092\u8981\u3059\u308b[<a href=\"https:\/\/www.skygroup.jp\/media\/article\/3445\/\">1<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u8aa4\u3063\u305f\u30e9\u30d8\u3099\u30eb\u304b\u3099\u6df7\u5165\u3059\u308b\u3068\u30e2\u30c6\u3099\u30eb\u306e\u5b66\u7fd2\u304b\u3099\u59a8\u3051\u3099\u3089\u308c\u3001\u7279\u306b\u30af\u30e9\u30b9\u4e0d\u5747\u8861\u304b\u3099\u751f\u3057\u3099\u305f\u5834\u5408\u306b\u306f\u5c11\u6570\u30af\u30e9\u30b9\u306e\u8a8d\u8b58\u7cbe\u5ea6\u304b\u3099\u8457\u3057\u304f\u4f4e\u4e0b\u3059\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3084\u30a2\u30af\u30c6\u30a3\u30d5\u3099\u30e9\u30fc\u30cb\u30f3\u30af\u3099\u306a\u3068\u3099\u306e\u6d3e\u751f\u624b\u6cd5\u304b\u3099\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u304b\u3099\u3001\u6839\u672c\u7684\u306a\u89e3\u6c7a\u306b\u306f\u81f3\u3063\u3066\u3044\u306a\u3044[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>]\u3002<\/p>\n<h2>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u53ef\u80fd\u6027\u3068\u9650\u754c<\/h2>\n<h3>\u57fa\u672c\u539f\u7406\u306e\u7279\u5fb4<\/h3>\n<p>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u30e9\u30d8\u3099\u30eb\u60c5\u5831\u3092\u5fc5\u8981\u3068\u305b\u3059\u3099\u3001\u30c6\u3099\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306b\u5185\u5728\u3059\u308b\u69cb\u9020\u3084\u30cf\u309a\u30bf\u30fc\u30f3\u3092\u81ea\u52d5\u7684\u306b\u767a\u898b\u3059\u308b\u624b\u6cd5\u3066\u3099\u3042\u308b[<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/www.rapidminer.jp\/wp-content\/uploads\/2021\/02\/%E6%95%99%E5%B8%AB%E3%81%82%E3%82%8A%E5%AD%A6%E7%BF%92VS%E6%95%99%E5%B8%AB%E3%81%AA%E3%81%97%E5%AD%A6%E7%BF%92.pdf\">5<\/a>]\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30af\u3099\u3084\u6b21\u5143\u524a\u6e1b\u3001\u7570\u5e38\u691c\u77e5\u306a\u3068\u3099\u306e\u30bf\u30b9\u30af\u3066\u3099\u591a\u7528\u3055\u308c\u3001\u9867\u5ba2\u30bb\u30af\u3099\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3084\u5e02\u5834\u5206\u6790\u306a\u3068\u3099\u306e\u30d2\u3099\u30b7\u3099\u30cd\u30b9\u5fdc\u7528\u304b\u3099\u9855\u8457\u3066\u3099\u3042\u308b[<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u4f8b\u3048\u306f\u3099EC\u30b5\u30a4\u30c8\u3066\u3099\u306f\u3001\u8cfc\u8cb7\u5c65\u6b74\u30c6\u3099\u30fc\u30bf\u304b\u3089\u9867\u5ba2\u3092\u81ea\u52d5\u5206\u985e\u3057\u3001\u500b\u5225\u5316\u3055\u308c\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30af\u3099\u6226\u7565\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002<\/p>\n<h3>\u6280\u8853\u7684\u5229\u70b9\u306e\u5206\u6790<\/h3>\n<p>\u6700\u5927\u306e\u5229\u70b9\u306f\u30e9\u30d8\u3099\u30eb\u4f5c\u6210\u30b3\u30b9\u30c8\u304b\u3099\u4e0d\u8981\u306a\u70b9\u306b\u3042\u308b[<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u751f\u30c6\u3099\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u5165\u529b\u3066\u3099\u304d\u308b\u305f\u3081\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3066\u3099\u306f\u56f0\u96e3\u306a\u5927\u898f\u6a21\u30c6\u3099\u30fc\u30bf\u89e3\u6790\u304b\u3099\u53ef\u80fd\u3068\u306a\u308b[<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u7279\u306bIoT\u30c6\u3099\u30cf\u3099\u30a4\u30b9\u304b\u3089\u53ce\u96c6\u3055\u308c\u308b\u6642\u7cfb\u5217\u30c6\u3099\u30fc\u30bf\u3084\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c6\u3099\u30a3\u30a2\u306e\u975e\u69cb\u9020\u5316\u30c6\u3099\u30fc\u30bf\u306a\u3068\u3099\u3001\u4e8b\u524d\u30e9\u30d8\u3099\u30ea\u30f3\u30af\u3099\u304b\u3099\u73fe\u5b9f\u7684\u3066\u3099\u306a\u3044\u30c6\u3099\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u5206\u6790\u306b\u9069\u3057\u3066\u3044\u308b[<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002<\/p>\n<p>\u30c6\u3099\u30fc\u30bf\u63a2\u7d22\u6a5f\u80fd\u3082\u91cd\u8981\u306a\u5f37\u307f\u3066\u3099\u3042\u308b[<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u4eba\u9593\u306e\u4e8b\u524d\u4eee\u8aac\u306b\u7e1b\u3089\u308c\u3059\u3099\u306b\u672a\u77e5\u306e\u30cf\u309a\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3066\u3099\u304d\u308b\u305f\u3081\u3001\u65b0\u305f\u306a\u77e5\u898b\u306e\u5275\u51fa\u306b\u5bc4\u4e0e\u3059\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u5275\u85ac\u7814\u7a76\u3066\u3099\u306f\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306b\u3088\u308a\u5316\u5408\u7269\u9593\u306e\u96a0\u308c\u305f\u985e\u4f3c\u6027\u3092\u767a\u898b\u3057\u3001\u5f93\u6765\u306e\u624b\u6cd5\u3066\u3099\u306f\u898b\u9003\u3055\u308c\u3066\u3044\u305f\u85ac\u52b9\u5019\u88dc\u7269\u8cea\u3092\u7279\u5b9a\u3059\u308b\u4e8b\u4f8b\u304b\u3099\u5831\u544a\u3055\u308c\u3066\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002<\/p>\n<h3>\u5b9f\u7528\u5316\u306b\u304a\u3051\u308b\u5236\u7d04<\/h3>\n<p>\u4e88\u6e2c\u7cbe\u5ea6\u306e\u4e0d\u5b89\u5b9a\u6027\u304b\u3099\u4e3b\u8981\u306a\u8ab2\u984c\u3066\u3099\u3042\u308b[<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u6b63\u89e3\u57fa\u6e96\u304b\u3099\u5b58\u5728\u3057\u306a\u3044\u305f\u3081\u3001\u5f97\u3089\u308c\u305f\u7d50\u679c\u306e\u59a5\u5f53\u6027\u8a55\u4fa1\u304b\u3099\u56f0\u96e3\u3066\u3099\u3001\u30d2\u3099\u30b7\u3099\u30cd\u30b9\u610f\u601d\u6c7a\u5b9a\u3078\u306e\u76f4\u63a5\u9069\u7528\u306b\u306f\u6ce8\u610f\u3092\u8981\u3059\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u4f8b\u3048\u306f\u3099\u9867\u5ba2\u30bb\u30af\u3099\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u304b\u3099\u5e02\u5834\u8abf\u67fb\u3068\u6574\u5408\u3057\u306a\u3044\u5834\u5408\u3001\u305d\u306e\u539f\u56e0\u304b\u3099\u30a2\u30eb\u30b3\u3099\u30ea\u30b9\u3099\u30e0\u306e\u9650\u754c\u304b\u30c6\u3099\u30fc\u30bf\u7279\u6027\u304b\u3092\u5224\u5225\u3059\u308b\u8853\u304b\u3099\u306a\u3044[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002<\/p>\n<p>\u89e3\u91c8\u53ef\u80fd\u6027\u306e\u4f4e\u3055\u3082\u554f\u984c\u3068\u306a\u308b[<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u6df1\u5c64\u751f\u6210\u30e2\u30c6\u3099\u30eb\u306a\u3068\u3099\u306e\u8907\u96d1\u306a\u624b\u6cd5\u3066\u3099\u306f\u3001\u3068\u3099\u306e\u7279\u5fb4\u91cf\u304b\u3099\u30af\u30e9\u30b9\u30bf\u5f62\u6210\u306b\u5bc4\u4e0e\u3057\u305f\u306e\u304b\u3092\u8aac\u660e\u3059\u308b\u306e\u304b\u3099\u56f0\u96e3\u3066\u3099\u3001\u533b\u7642\u3084\u91d1\u878d\u306a\u3068\u3099\u8aac\u660e\u8cac\u4efb\u304b\u3099\u6c42\u3081\u3089\u308c\u308b\u9818\u57df\u3066\u3099\u306e\u9069\u7528\u304b\u3099\u5236\u9650\u3055\u308c\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001SHAP\u5024\u3084LIME\u306a\u3068\u3099\u306e\u89e3\u91c8\u624b\u6cd5\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u7814\u7a76\u304b\u3099\u9032\u5c55\u3057\u3066\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]\u3002<\/p>\n<h2>\u5f37\u5316\u5b66\u7fd2\u306e\u52d5\u7684\u9069\u5fdc\u80fd\u529b<\/h2>\n<h3>\u57fa\u672c\u6982\u5ff5\u306e\u6574\u7406<\/h3>\n<p>\u5f37\u5316\u5b66\u7fd2\u306f\u3001\u30a8\u30fc\u30b7\u3099\u30a7\u30f3\u30c8\u304b\u3099\u74b0\u5883\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u901a\u3057\u3099\u3066\u6700\u9069\u306a\u884c\u52d5\u6226\u7565\u3092\u5b66\u7fd2\u3059\u308b\u67a0\u7d44\u307f\u3066\u3099\u3042\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]\u3002\u5831\u916c\u4fe1\u53f7\u3092\u6700\u5927\u5316\u3059\u308b\u3088\u3046\u306b\u65b9\u7b56\u3092\u66f4\u65b0\u3059\u308b\u70b9\u304b\u3099\u7279\u5fb4\u3066\u3099\u3001\u30b1\u3099\u30fc\u30e0AI\u3084\u30ed\u30db\u3099\u30c3\u30c8\u5236\u5fa1\u306a\u3068\u3099\u52d5\u7684\u74b0\u5883\u4e0b\u3066\u3099\u306e\u610f\u601d\u6c7a\u5b9a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]\u3002\u56f2\u7881AI\u306eAlphaGo\u306f\u5f37\u5316\u5b66\u7fd2\u3092\u99c6\u4f7f\u3057\u3001\u4eba\u9593\u306e\u30d5\u309a\u30ed\u68cb\u58eb\u3092\u51cc\u99d5\u3059\u308b\u6226\u7565\u3092\u81ea\u5f8b\u7684\u306b\u7fd2\u5f97\u3057\u305f\u3053\u3068\u3066\u3099\u77e5\u3089\u308c\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]\u3002<\/p>\n<h3>\u6280\u8853\u7684\u512a\u4f4d\u6027\u306e\u691c\u8a3c<\/h3>\n<p>\u672a\u77e5\u74b0\u5883\u3078\u306e\u9069\u5fdc\u80fd\u529b\u304b\u3099\u6700\u5927\u306e\u5f37\u307f\u3066\u3099\u3042\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]\u3002\u660e\u793a\u7684\u306a\u6b63\u89e3\u30c6\u3099\u30fc\u30bf\u304b\u3099\u306a\u304f\u3066\u3082\u8a66\u884c\u932f\u8aa4\u3092\u901a\u3057\u3099\u3066\u6700\u9069\u89e3\u3092\u63a2\u7d22\u3066\u3099\u304d\u308b\u305f\u3081\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u8907\u96d1\u306a\u554f\u984c\u306b\u5bfe\u51e6\u53ef\u80fd\u3066\u3099\u3042\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]\u3002\u81ea\u52d5\u904b\u8ee2\u6280\u8853\u3066\u3099\u306f\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u5185\u3066\u3099\u306e\u7121\u6570\u306e\u4eee\u60f3\u8d70\u884c\u3092\u901a\u3057\u3099\u3066\u3001\u69d8\u3005\u306a\u4ea4\u901a\u72b6\u6cc1\u306b\u5bfe\u5fdc\u3059\u308b\u904b\u8ee2\u30db\u309a\u30ea\u30b7\u30fc\u3092\u7fd2\u5f97\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]\u3002<\/p>\n<p>\u9577\u671f\u7684\u6700\u9069\u5316\u80fd\u529b\u3082\u7279\u7b46\u3059\u3078\u3099\u304d\u7279\u5fb4\u3066\u3099\u3042\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u30de\u30eb\u30b3\u30d5\u6c7a\u5b9a\u904e\u7a0b\u306b\u57fa\u3064\u3099\u304f\u6570\u5b66\u7684\u67a0\u7d44\u307f\u306b\u3088\u308a\u3001\u5373\u6642\u7684\u5831\u916c\u3068\u5c06\u6765\u7684\u306a\u5229\u76ca\u306e\u30cf\u3099\u30e9\u30f3\u30b9\u3092\u8003\u616e\u3057\u305f\u610f\u601d\u6c7a\u5b9a\u304b\u3099\u53ef\u80fd\u3068\u306a\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u30a8\u30cd\u30eb\u30ad\u3099\u30fc\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3066\u3099\u306f\u3001\u3053\u306e\u7279\u6027\u3092\u6d3b\u7528\u3057\u3001\u77ed\u671f\u7684\u306a\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u9577\u671f\u7684\u306a\u8a2d\u5099\u4fdd\u5168\u3092\u4e21\u7acb\u3059\u308b\u6700\u9069\u5236\u5fa1\u6226\u7565\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h3>\u5b9f\u88c5\u4e0a\u306e\u8ab2\u984c<\/h3>\n<p>\u8a08\u7b97\u30b3\u30b9\u30c8\u306e\u9ad8\u3055\u304b\u3099\u4e3b\u8981\u306a\u969c\u58c1\u3066\u3099\u3042\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u6700\u9069\u65b9\u7b56\u306e\u63a2\u7d22\u306b\u306f\u81a8\u5927\u306a\u8a66\u884c\u932f\u8aa4\u304b\u3099\u5fc5\u8981\u3066\u3099\u3001\u7269\u7406\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f34\u3046\u30bf\u30b9\u30af\u3066\u3099\u306f\u73fe\u5b9f\u7684\u306a\u6642\u9593\u5185\u3066\u3099\u306e\u5b66\u7fd2\u304b\u3099\u56f0\u96e3\u3068\u306a\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u6a21\u5023\u5b66\u7fd2\u3084\u30e1\u30bf\u5b66\u7fd2\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u52b9\u7387\u7684\u306a\u5b66\u7fd2\u624b\u6cd5\u306e\u958b\u767a\u304b\u3099\u9032\u3081\u3089\u308c\u3066\u3044\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<p>\u5b89\u5168\u6027\u4fdd\u8a3c\u306e\u96e3\u3057\u3055\u3082\u91cd\u5927\u306a\u8ab2\u984c\u3066\u3099\u3042\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u63a2\u7d22\u904e\u7a0b\u3066\u3099\u5371\u967a\u306a\u884c\u52d5\u3092\u53d6\u308b\u53ef\u80fd\u6027\u304b\u3099\u3042\u308a\u3001\u533b\u7642\u8a3a\u65ad\u30b7\u30b9\u30c6\u30e0\u3084\u81ea\u5f8b\u578b\u5175\u5668\u306a\u3068\u3099\u3078\u306e\u9069\u7528\u306b\u306f\u53b3\u683c\u306a\u5b89\u5168\u6a5f\u69cb\u304b\u3099\u5fc5\u8981\u3068\u306a\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u6700\u8fd1\u306e\u7814\u7a76\u3066\u3099\u306f\u3001\u5236\u7d04\u4ed8\u304d\u5f37\u5316\u5b66\u7fd2\u3084\u5b89\u5168\u63a2\u7d22\u30a2\u30eb\u30b3\u3099\u30ea\u30b9\u3099\u30e0\u306e\u958b\u767a\u304b\u3099\u6d3b\u767a\u306b\u884c\u308f\u308c\u3066\u3044\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h2>\u6bd4\u8f03\u5206\u6790:\u5404\u624b\u6cd5\u306e\u6280\u8853\u7684\u5dee\u7570<\/h2>\n<h3>\u30c6\u3099\u30fc\u30bf\u8981\u4ef6\u306e\u6bd4\u8f03<\/h3>\n<p>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306f\u69cb\u9020\u5316\u3055\u308c\u305f\u30e9\u30d8\u3099\u30eb\u4ed8\u304d\u30c6\u3099\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u751f\u30c6\u3099\u30fc\u30bf\u305d\u306e\u3082\u306e\u3092\u6271\u3048\u308b[<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/www.rapidminer.jp\/wp-content\/uploads\/2021\/02\/%E6%95%99%E5%B8%AB%E3%81%82%E3%82%8A%E5%AD%A6%E7%BF%92VS%E6%95%99%E5%B8%AB%E3%81%AA%E3%81%97%E5%AD%A6%E7%BF%92.pdf\">5<\/a>][<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>]. \u5f37\u5316\u5b66\u7fd2\u3066\u3099\u306f\u74b0\u5883\u3068\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5f97\u3089\u308c\u308b\u5831\u916c\u4fe1\u53f7\u304b\u3099\u5b66\u7fd2\u306e\u57fa\u76e4\u3068\u306a\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u30c6\u3099\u30fc\u30bf\u6e96\u5099\u30b3\u30b9\u30c8\u3066\u3099\u306f\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u304b\u3099\u6700\u4f4e\u3066\u3099\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u304b\u3099\u6700\u9ad8\u3068\u306a\u308b[<a href=\"https:\/\/www.skygroup.jp\/media\/article\/3445\/\">1<\/a>][<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>].<\/p>\n<h3>\u9069\u5fdc\u554f\u984c\u9818\u57df\u306e\u5dee\u7570<\/h3>\n<p>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306f\u660e\u78ba\u306a\u5165\u529b\u51fa\u529b\u95a2\u4fc2\u304b\u3099\u5b9a\u7fa9\u53ef\u80fd\u306a\u9759\u7684\u30bf\u30b9\u30af\u306b\u9069\u3057\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u30c6\u3099\u30fc\u30bf\u63a2\u7d22\u3084\u672a\u77e5\u30cf\u309a\u30bf\u30fc\u30f3\u767a\u898b\u304b\u3099\u5fc5\u8981\u306a\u9818\u57df\u3066\u3099\u5a01\u529b\u3092\u767a\u63ee\u3059\u308b[<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/www.rapidminer.jp\/wp-content\/uploads\/2021\/02\/%E6%95%99%E5%B8%AB%E3%81%82%E3%82%8A%E5%AD%A6%E7%BF%92VS%E6%95%99%E5%B8%AB%E3%81%AA%E3%81%97%E5%AD%A6%E7%BF%92.pdf\">5<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]. \u5f37\u5316\u5b66\u7fd2\u306f\u52d5\u7684\u74b0\u5883\u4e0b\u3066\u3099\u306e\u9010\u6b21\u7684\u610f\u601d\u6c7a\u5b9a\u554f\u984c\u304b\u3099\u4e3b\u8981\u306a\u9069\u7528\u5bfe\u8c61\u3068\u306a\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u4f8b\u3048\u306f\u3099\u9854\u8a8d\u8b58(\u6559\u5e2b\u3042\u308a)\u3001\u9867\u5ba2\u30bb\u30af\u3099\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3(\u6559\u5e2b\u306a\u3057)\u3001\u30ed\u30db\u3099\u30c3\u30c8\u6b69\u884c\u5236\u5fa1(\u5f37\u5316\u5b66\u7fd2)\u3068\u3044\u3063\u305f\u5177\u5408\u306b\u3001\u554f\u984c\u7279\u6027\u306b\u5fdc\u3057\u3099\u3066\u624b\u6cd5\u304b\u3099\u4f7f\u3044\u5206\u3051\u3089\u308c\u308b[<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h3>\u30cf\u309a\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8a55\u4fa1\u57fa\u6e96<\/h3>\n<p>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3066\u3099\u306f\u7cbe\u5ea6\u3084F\u5024\u306a\u3068\u3099\u660e\u78ba\u306a\u8a55\u4fa1\u6307\u6a19\u304b\u3099\u5b58\u5728\u3059\u308b\u304b\u3099\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3066\u3099\u306f\u30b7\u30eb\u30a8\u30c3\u30c8\u4fc2\u6570\u3084\u30af\u30e9\u30b9\u30bf\u5185\u5206\u6563\u306a\u3068\u3099\u9593\u63a5\u7684\u306a\u6307\u6a19\u306b\u4f9d\u5b58\u305b\u3055\u3099\u308b\u3092\u5f97\u306a\u3044[<a href=\"https:\/\/www.rapidminer.jp\/wp-content\/uploads\/2021\/02\/%E6%95%99%E5%B8%AB%E3%81%82%E3%82%8A%E5%AD%A6%E7%BF%92VS%E6%95%99%E5%B8%AB%E3%81%AA%E3%81%97%E5%AD%A6%E7%BF%92.pdf\">5<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]. \u5f37\u5316\u5b66\u7fd2\u3066\u3099\u306f\u7d2f\u7a4d\u5831\u916c\u3084\u65b9\u7b56\u306e\u53ce\u675f\u6027\u304b\u3099\u4e3b\u8981\u8a55\u4fa1\u57fa\u6e96\u3068\u306a\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u3053\u306e\u5dee\u7570\u304b\u3099\u3001\u5404\u624b\u6cd5\u306e\u9069\u7528\u53ef\u80fd\u6027\u3092\u6c7a\u5b9a\u4ed8\u3051\u308b\u91cd\u8981\u306a\u8981\u56e0\u3068\u306a\u3063\u3066\u3044\u308b[<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/www.rapidminer.jp\/wp-content\/uploads\/2021\/02\/%E6%95%99%E5%B8%AB%E3%81%82%E3%82%8A%E5%AD%A6%E7%BF%92VS%E6%95%99%E5%B8%AB%E3%81%AA%E3%81%97%E5%AD%A6%E7%BF%92.pdf\">5<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h2>\u30cf\u30a4\u30d5\u3099\u30ea\u30c3\u30c8\u3099\u624b\u6cd5\u306e\u9032\u5c55\u3068\u5fdc\u7528<\/h2>\n<h3>\u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u53f0\u982d<\/h3>\n<p>\u30e9\u30d8\u3099\u30eb\u4ed8\u304d\u30c6\u3099\u30fc\u30bf\u304b\u3099\u9650\u3089\u308c\u308b\u72b6\u6cc1\u3066\u3099\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u624b\u6cd5\u304b\u3099\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]. \u5c11\u91cf\u306e\u30e9\u30d8\u3099\u30eb\u4ed8\u304d\u30c6\u3099\u30fc\u30bf\u3068\u5927\u91cf\u306e\u672a\u30e9\u30d8\u3099\u30eb\u30c6\u3099\u30fc\u30bf\u3092\u540c\u6642\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3066\u3099\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u7cbe\u5ea6\u5411\u4e0a\u3092\u4e21\u7acb\u3059\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]. \u533b\u7642\u753b\u50cf\u5206\u6790\u3066\u3099\u306f\u3001\u5c02\u9580\u5bb6\u306b\u3088\u308b\u6ce8\u91c8\u30c6\u3099\u30fc\u30bf\u304b\u3099\u9650\u5b9a\u3055\u308c\u308b\u4e2d\u3001\u3053\u306e\u624b\u6cd5\u304b\u3099\u8a3a\u65ad\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u3066\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>].<\/p>\n<h3>\u6a21\u5023\u5b66\u7fd2\u3068\u306e\u878d\u5408<\/h3>\n<p>\u5f37\u5316\u5b66\u7fd2\u306b\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u8981\u7d20\u3092\u5c0e\u5165\u3057\u305f\u6a21\u5023\u5b66\u7fd2\u304b\u3099\u5b9f\u7528\u5316\u3055\u308c\u3066\u3044\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u719f\u7df4\u8005\u306e\u884c\u52d5\u30c6\u3099\u30fc\u30bf\u3092\u6a21\u5023\u3057\u3064\u3064\u3001\u74b0\u5883\u9069\u5fdc\u80fd\u529b\u3092\u4fdd\u6301\u3059\u308b\u30cf\u30a4\u30d5\u3099\u30ea\u30c3\u30c8\u3099\u624b\u6cd5\u3066\u3099\u3001\u7523\u696d\u7528\u30ed\u30db\u3099\u30c3\u30c8\u306e\u52d5\u4f5c\u5236\u5fa1\u306a\u3068\u3099\u3066\u3099\u6210\u679c\u3092\u4e0a\u3051\u3099\u3066\u3044\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u3053\u308c\u306b\u3088\u308a\u3001\u5b8c\u5168\u306a\u8a66\u884c\u932f\u8aa4\u304b\u3099\u73fe\u5b9f\u7684\u3066\u3099\u306a\u3044\u9818\u57df\u3078\u306e\u5f37\u5316\u5b66\u7fd2\u306e\u9069\u7528\u304b\u3099\u53ef\u80fd\u3068\u306a\u3063\u305f[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h3>\u30de\u30eb\u30c1\u30e2\u30fc\u30bf\u3099\u30eb\u5b66\u7fd2\u306e\u9032\u5c55<\/h3>\n<p>\u7570\u7a2e\u5b66\u7fd2\u624b\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7d71\u5408\u7684\u30a2\u30d5\u309a\u30ed\u30fc\u30c1\u304b\u3099\u5897\u52a0\u3057\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u4f8b\u3048\u306f\u3099\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3066\u3099\u30c6\u3099\u30fc\u30bf\u306e\u7279\u5fb4\u62bd\u51fa\u3092\u884c\u3063\u305f\u5f8c\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3066\u3099\u5206\u985e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u30cf\u309a\u30a4\u30d5\u309a\u30e9\u30a4\u30f3\u304b\u3099\u4e00\u822c\u7684\u3068\u306a\u3063\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>]. \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3066\u3099\u306f\u3001\u4e8b\u524d\u5b66\u7fd2(\u6559\u5e2b\u306a\u3057)\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30af\u3099(\u6559\u5e2b\u3042\u308a)\u3092\u7d44\u307f\u5408\u308f\u305b\u305fBERT\u30e2\u30c6\u3099\u30eb\u304b\u3099\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>].<\/p>\n<h2>\u4eca\u5f8c\u306e\u6280\u8853\u7684\u5c55\u671b\u3068\u8ab2\u984c<\/h2>\n<h3>\u81ea\u52d5\u6a5f\u68b0\u5b66\u7fd2(AutoML)\u306e\u9032\u5316<\/h3>\n<p>\u5404\u5b66\u7fd2\u624b\u6cd5\u306e\u8907\u96d1\u306a\u30cf\u30a4\u30cf\u309a\u30fc\u30cf\u309a\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\u3092\u81ea\u52d5\u5316\u3059\u308b\u6280\u8853\u304b\u3099\u6025\u901f\u306b\u767a\u5c55\u3057\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3066\u3099\u306fNAS(Neural Architecture Search)\u304b\u3099\u3001\u5f37\u5316\u5b66\u7fd2\u3066\u3099\u306f\u81ea\u52d5\u5831\u916c\u8a2d\u8a08\u30a2\u30eb\u30b3\u3099\u30ea\u30b9\u3099\u30e0\u304b\u3099\u958b\u767a\u3055\u308c\u3064\u3064\u3042\u308b[<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u3053\u308c\u306b\u3088\u308a\u3001\u5c02\u9580\u5bb6\u3066\u3099\u306a\u3044\u30e6\u30fc\u30b5\u3099\u30fc\u3066\u3099\u3082\u6700\u9069\u306a\u30e2\u30c6\u3099\u30eb\u69cb\u7bc9\u304b\u3099\u53ef\u80fd\u3068\u306a\u308b\u672a\u6765\u50cf\u304b\u3099\u63cf\u304b\u308c\u3066\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h3>\u8aac\u660e\u53ef\u80fdAI(XAI)\u306e\u5fc5\u8981\u6027<\/h3>\n<p>\u7279\u306b\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3084\u5f37\u5316\u5b66\u7fd2\u3066\u3099\u9855\u8457\u306a\u30d5\u3099\u30e9\u30c3\u30af\u30db\u3099\u30c3\u30af\u30b9\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u30e2\u30c6\u3099\u30eb\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u309a\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3059\u308b\u6280\u8853\u304b\u3099\u6c42\u3081\u3089\u308c\u3066\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u5c64\u5225\u76f8\u95a2\u4f1d\u642c\u6cd5(LRP)\u3084\u6ce8\u610f\u529b\u30e1\u30ab\u30cb\u30b9\u3099\u30e0\u306e\u89e3\u6790\u306a\u3068\u3099\u3001\u5404\u624b\u6cd5\u56fa\u6709\u306e\u89e3\u91c8\u6280\u8853\u306e\u958b\u767a\u304b\u3099\u9032\u3093\u3066\u3099\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h3>\u502b\u7406\u7684\u8ab2\u984c\u3078\u306e\u5bfe\u5fdc<\/h3>\n<p>\u5404\u5b66\u7fd2\u624b\u6cd5\u306b\u5171\u901a\u3059\u308b\u30cf\u3099\u30a4\u30a2\u30b9\u5897\u5e45\u554f\u984c\u304b\u3099\u793e\u4f1a\u7684\u95a2\u5fc3\u3092\u96c6\u3081\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3066\u3099\u306f\u30e9\u30d8\u3099\u30eb\u30c6\u3099\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u4eba\u7a2e\u7684\u504f\u898b\u3001\u5f37\u5316\u5b66\u7fd2\u3066\u3099\u306f\u5831\u916c\u95a2\u6570\u8a2d\u8a08\u306b\u6f5c\u3080\u502b\u7406\u7684\u5371\u967a\u6027\u306a\u3068\u3099\u3001\u6280\u8853\u958b\u767a\u3068\u502b\u7406\u898f\u7bc4\u306e\u5354\u8abf\u304b\u3099\u6025\u52d9\u3068\u306a\u3063\u3066\u3044\u308b[<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>]. \u516c\u5e73\u6027\u4fdd\u8a3c\u30a2\u30eb\u30b3\u3099\u30ea\u30b9\u3099\u30e0\u3084\u502b\u7406\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u6a19\u6e96\u5316\u304b\u3099\u9032\u3081\u3089\u308c\u3066\u3044\u308b[<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>].<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001\u5f37\u5316\u5b66\u7fd2\u306f\u305d\u308c\u305d\u3099\u308c\u56fa\u6709\u306e\u9577\u6240\u3068\u9650\u754c\u3092\u6709\u3057\u3001\u9069\u5207\u306a\u4f7f\u3044\u5206\u3051\u304b\u3099AI\u30b7\u30b9\u30c6\u30e0\u306e\u6027\u80fd\u3092\u6c7a\u5b9a\u4ed8\u3051\u308b\u3002\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306f\u9ad8\u7cbe\u5ea6\u306a\u4e88\u6e2c\u3092\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u30c6\u3099\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u77e5\u898b\u767a\u898b\u3092\u3001\u5f37\u5316\u5b66\u7fd2\u306f\u52d5\u7684\u74b0\u5883\u4e0b\u3066\u3099\u306e\u9069\u5fdc\u7684\u5236\u5fa1\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u4eca\u5f8c\u306e\u767a\u5c55\u65b9\u5411\u3068\u3057\u3066\u306f\u3001\u5404\u624b\u6cd5\u306e\u30cf\u30a4\u30d5\u3099\u30ea\u30c3\u30c8\u3099\u5316\u3001\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306e\u9032\u5316\u3001\u502b\u7406\u7684\u67a0\u7d44\u307f\u306e\u6574\u5099\u304b\u3099\u91cd\u8981\u3068\u306a\u308b\u3002\u6280\u8853\u8005\u306b\u306f\u3001\u554f\u984c\u9818\u57df\u306e\u7279\u6027\u3092\u6df1\u304f\u7406\u89e3\u3057\u305f\u4e0a\u3066\u3099\u6700\u9069\u306a\u5b66\u7fd2\u624b\u6cd5\u3092\u9078\u629e\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3057\u3099\u3066\u8907\u6570\u624b\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u67d4\u8edf\u306a\u601d\u8003\u304b\u3099\u6c42\u3081\u3089\u308c\u308b\u3002AI\u6280\u8853\u306e\u793e\u4f1a\u5b9f\u88c5\u3092\u63a8\u9032\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6280\u8853\u7684\u512a\u4f4d\u6027\u305f\u3099\u3051\u3066\u3099\u306a\u304f\u3001\u5404\u624b\u6cd5\u304b\u3099\u5185\u5305\u3059\u308b\u30ea\u30b9\u30af\u8981\u56e0\u3092\u5ba2\u89b3\u7684\u306b\u8a55\u4fa1\u3059\u308b\u4f53\u7cfb\u7684\u67a0\u7d44\u307f\u306e\u69cb\u7bc9\u304b\u3099\u4e0d\u53ef\u6b20\u3066\u3099\u3042\u308b\u3002<\/p>\n<p>[<a href=\"https:\/\/www.skygroup.jp\/media\/article\/3445\/\">1<\/a>][<a href=\"https:\/\/business.ntt-east.co.jp\/content\/cloudsolution\/column-162.html\">2<\/a>][<a href=\"https:\/\/ai-kenkyujo.com\/programming\/kyoukagakusyu\/kyoukagakusyu-2\/\">3<\/a>][<a href=\"https:\/\/www.cloud-for-all.com\/azure\/blog\/what-is-the-method-of-ai-learning\">4<\/a>][<a href=\"https:\/\/www.rapidminer.jp\/wp-content\/uploads\/2021\/02\/%E6%95%99%E5%B8%AB%E3%81%82%E3%82%8A%E5%AD%A6%E7%BF%92VS%E6%95%99%E5%B8%AB%E3%81%AA%E3%81%97%E5%AD%A6%E7%BF%92.pdf\">5<\/a>][<a href=\"https:\/\/ai-kenkyujo.com\/artificial-intelligence\/kyoushiarigakusyu-kyoushinasigakusyu\/\">6<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/unsupervised-learning\/\">7<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/6825\/\">8<\/a>][<a href=\"https:\/\/www.skillupai.com\/blog\/tech\/machine-learning-deep-learning\/\">9<\/a>][<a href=\"https:\/\/gen-ai-media.guga.or.jp\/glossary\/reinforcement-learning\/\">10<\/a>][<a href=\"https:\/\/ai-market.jp\/technology\/deep_learning-supervised_learning\/\">11<\/a>][<a href=\"https:\/\/www.tryeting.jp\/column\/1034\/\">12<\/a>][<a href=\"https:\/\/biz.loyalty.co.jp\/column\/047\/\">13<\/a>][<a href=\"https:\/\/vnext.co.jp\/v-blog\/ai-learnig-process.html\">14<\/a>][<a href=\"https:\/\/www.brainpad.co.jp\/doors\/contents\/about_ai_lecture6\/\">15<\/a>][<a href=\"https:\/\/jitera.com\/ja\/insights\/42251\">16<\/a>][<a href=\"https:\/\/qiita.com\/y-okada1412\/items\/e2d66f2c8135c509311d\">17<\/a>][<a href=\"https:\/\/web-camp.io\/magazine\/archives\/108841\/\">18<\/a>][<a href=\"https:\/\/aismiley.co.jp\/ai_news\/ai-models\/\">19<\/a>][<a href=\"https:\/\/zenn.dev\/student_blog\/articles\/587a2c267eb52e\">20<\/a>]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u306b\u304a\u3051\u308b\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001\u5f37\u5316\u5b66\u7fd2\u306e\u6bd4\u8f03\u5206\u6790\u3068\u5fdc\u7528\u5c55\u671b \u4eba\u5de5\u77e5\u80fd(AI)\u6280\u8853\u306e\u9032\u5316\u306b\u304a\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5404\u7a2e\u624b\u6cd5\u304b\u3099\u679c\u305f\u3059\u5f79\u5272\u306f\u6975\u3081\u3066\u91cd\u8981\u3066\u3099\u3042\u308b\u3002\u672c\u5831\u544a\u3066\u3099\u306f\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2(Supervised Learn [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[600],"tags":[372,896,963,961,964,959,960,678,962],"class_list":["post-3495","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-896","tag-963","tag-961","tag-964","tag-959","tag-960","tag-678","tag-962"],"_links":{"self":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/posts\/3495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3495"}],"version-history":[{"count":0,"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/posts\/3495\/revisions"}],"wp:attachment":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}