{"id":14018,"date":"2025-09-16T10:00:00","date_gmt":"2025-09-16T01:00:00","guid":{"rendered":"https:\/\/www.kagoya.jp\/howto\/?p=14018"},"modified":"2025-09-16T10:09:36","modified_gmt":"2025-09-16T01:09:36","slug":"ai-dev","status":"publish","type":"post","link":"https:\/\/www.kagoya.jp\/howto\/engineer\/hpc\/ai-dev\/","title":{"rendered":"AI\u958b\u767a\u3068\u306f\u3002\u6d41\u308c\u3084\u5fc5\u8981\u306a\u3082\u306e\u3001\u958b\u767a\u74b0\u5883\u306a\u3069\u62bc\u3055\u3048\u3066\u304a\u304f\u3079\u304d\u57fa\u790e\u77e5\u8b58"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/aidev.jpg\" alt=\"AI\u958b\u767a\u306e\u89e3\u8aac\" class=\"wp-image-14710\"\/><\/figure>\n\n\n\n<p>\u8fd1\u5e74\u3001AI\u6280\u8853\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u793e\u4f1a\u306e\u3042\u308a\u65b9\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u5b9f\u969b\u306bAI\u3092\u958b\u767a\u3057\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u306a\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001AI\u958b\u767a\u306e\u57fa\u672c\u304b\u3089\u5b9f\u8df5\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u3001\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3001\u6700\u9069\u306a\u958b\u767a\u74b0\u5883\u307e\u3067\u3001\u4f53\u7cfb\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u304b\u3089AI\u958b\u767a\u306b\u643a\u308f\u308a\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u3001\u81ea\u793e\u3067AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63a8\u9032\u3057\u305f\u3044\u7d4c\u55b6\u8005\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u65b9\u3005\u306b\u3068\u3063\u3066\u3001\u78ba\u304b\u306a\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3059\u305f\u3081\u306e\u9053\u3057\u308b\u3079\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n<div class=\"kh-cta\"><div class=\"entry-content\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full has-lightbox\"><a href=\"https:\/\/www.kagoya.jp\/cloudplatform\/hpc\/gpu\/?argument=vqHX23Xs&amp;dmai=a68c384f76387e\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" width=\"728\" height=\"90\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/gpucloudbnr.jpg\" alt=\"\" class=\"wp-image-14016\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/gpucloudbnr.jpg 728w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/gpucloudbnr-300x37.jpg 300w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\">AI\u958b\u767a\u3068\u306f\uff1f\u62bc\u3055\u3048\u3066\u304a\u304f\u3079\u304d\u57fa\u672c<\/h2>\n\n\n\n<p>AI\u958b\u767a\u306f\u3001\u5f93\u6765\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u7570\u306a\u308a\u3001\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3066\u5224\u65ad\u3084\u4e88\u6e2c\u3092\u884c\u3046\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u8fd1\u5e74\u306e\u30d3\u30b8\u30cd\u30b9\u5909\u9769\u306e\u4e2d\u6838\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u4fa1\u5024\u3092\u5275\u51fa\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u958b\u767a\u3092\u7406\u89e3\u3059\u308b\u4e0a\u3067\u6b20\u304b\u305b\u306a\u3044\u306e\u304c\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u300c\u6df1\u5c64\u5b66\u7fd2\u300d\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u3068\u3044\u30463\u3064\u306e\u6982\u5ff5\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3059\u308b\u6280\u8853\u3001\u6df1\u5c64\u5b66\u7fd2\u306f\u4eba\u9593\u306e\u8133\u306e\u69cb\u9020\u3092\u6a21\u3057\u305f\u591a\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7528\u3044\u305f\u9ad8\u5ea6\u306a\u5b66\u7fd2\u624b\u6cd5\u3001\u305d\u3057\u3066\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306fAI\u306e\u5b66\u7fd2\u306e\u307f\u306a\u3089\u305a\u3001\u591a\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u308b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u30893\u3064\u306e\u8981\u7d20\u304c\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3001\u304b\u3064\u3066\u306f\u4e0d\u53ef\u80fd\u3060\u3063\u305f\u9ad8\u5ea6\u306a\u51e6\u7406\u304c\u5b9f\u73fe\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u958b\u767a\u306e\u6982\u8981\u3068\u76ee\u7684<\/h3>\n\n\n\n<p>AI\u3068\u306f\u4eba\u5de5\u77e5\u80fd\uff08Artificial Intelligence\uff09\u306e\u7565\u79f0\u3067\u3001\u4eba\u9593\u306e\u77e5\u80fd\u3092\u6a21\u5023\u3057\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u5f93\u6765\u306eIT\u30b7\u30b9\u30c6\u30e0\u304c\u660e\u793a\u7684\u306a\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u52d5\u4f5c\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001AI\u306f\u5165\u529b\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u5206\u985e\u3084\u63a8\u8ad6\u3092\u81ea\u5f8b\u7684\u306b\u884c\u3046\u70b9\u304c\u5927\u304d\u306a\u7279\u5fb4\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u308bAI\u306f\u3001\u4e00\u822c\u7684\u306a\u30a4\u30e1\u30fc\u30b8\u3068\u306f\u7570\u306a\u308a\u300c\u6c4e\u7528AI\u300d\u3067\u306f\u306a\u304f\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u305f\u300c\u7279\u5316\u578bAI\u300d\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u304cAI\u958b\u767a\u306b\u53d6\u308a\u7d44\u3080\u4e3b\u306a\u76ee\u7684\u3068\u3057\u3066\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u3088\u308b\u9867\u5ba2\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u3084\u9700\u8981\u4e88\u6e2c\u306b\u3088\u308b\u5728\u5eab\u6700\u9069\u5316\u306a\u3069\u306e\u696d\u52d9\u52b9\u7387\u5316\u306b\u3088\u308b\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u9867\u5ba2\u884c\u52d5\u5206\u6790\u306b\u3088\u308b\u8ca9\u58f2\u6226\u7565\u306e\u6700\u9069\u5316\u3068\u3044\u3063\u305f\u58f2\u4e0a\u5411\u4e0a\u3001\u3055\u3089\u306b\u306f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u4eba\u9593\u3067\u306f\u6c17\u3065\u3051\u306a\u304b\u3063\u305f\u65b0\u305f\u306a\u30d3\u30b8\u30cd\u30b9\u30c1\u30e3\u30f3\u30b9\u306e\u767a\u898b\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u958b\u767a\u306f\u5358\u306a\u308b\u6280\u8853\u5c0e\u5165\u3067\u306f\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u89e3\u6c7a\u306e\u305f\u3081\u306e\u91cd\u8981\u306a\u624b\u6bb5\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u958b\u767a\u3067\u7528\u3044\u3089\u308c\u308b\u6a5f\u68b0\u5b66\u7fd2\u3068\u6df1\u5c64\u5b66\u7fd2<\/h3>\n\n\n\n<p>AI\u958b\u767a\u306e\u4e2d\u6838\u3092\u62c5\u3046\u306e\u304c\u6a5f\u68b0\u5b66\u7fd2\u3068\u6df1\u5c64\u5b66\u7fd2\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u898f\u5247\u6027\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u4e88\u6e2c\u3084\u5224\u65ad\u3092\u884c\u3046\u6280\u8853\u3067\u3059\u3002\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001\u5f37\u5316\u5b66\u7fd2\u3068\u3044\u3063\u305f\u624b\u6cd5\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u76ee\u7684\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u6df1\u5c64\u5b66\u7fd2\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u7a2e\u3067\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u591a\u5c64\u5316\u3057\u305f\u624b\u6cd5\u3067\u3059\u3002\u3053\u308c\u306f\u4eba\u9593\u306e\u8133\u795e\u7d4c\u56de\u8def\u3092\u6a21\u5023\u3057\u305f\u30e2\u30c7\u30eb\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3067\u7279\u306b\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u9055\u3044\u306f\u7279\u5fb4\u91cf\u306e\u62bd\u51fa\u3092\u4eba\u9593\u304c\u884c\u3046\u304b\u3069\u3046\u304b\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u5834\u5408\u306f\u4eba\u9593\u304c\u7279\u5fb4\u91cf\u3092\u62bd\u51fa\u3057\u3001AI\u306b\u5b66\u7fd2\u3055\u305b\u307e\u3059\u304c\u3001\u6df1\u5c64\u5b66\u7fd2\u306e\u5834\u5408\u306fAI\u304c\u81ea\u5f8b\u7684\u306b\u7279\u5fb4\u91cf\u3092\u62bd\u51fa\u3057\u3066\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6280\u8853\u306f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u5207\u3063\u3066\u3082\u5207\u308c\u306a\u3044\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u3042\u308b\u307b\u3069\u3001AI\u306e\u5b66\u7fd2\u7cbe\u5ea6\u306f\u5411\u4e0a\u3059\u308b\u305f\u3081\u3001\u8cea\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u69cb\u7bc9\u304cAI\u958b\u767a\u306e\u6210\u5426\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u8fd1\u5e74\u3067\u306fGPU\u306a\u3069\u306e\u8a08\u7b97\u8cc7\u6e90\u306e\u767a\u9054\u306b\u3088\u308a\u3001\u3088\u308a\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001AI\u306e\u9069\u7528\u9818\u57df\u306f\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6280\u8853<\/th><th>\u6982\u8981<\/th><th>\u4ee3\u8868\u7684\u306a<br>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30fb\u624b\u6cd5<\/th><\/tr><\/thead><tbody><tr><td>\u6a5f\u68b0\u5b66\u7fd2<\/td><td>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u4e0e\u3048\u3001\u30c7\u30fc\u30bf\u306b\u6f5c\u3080\u30d1\u30bf\u30fc\u30f3\u3084\u30eb\u30fc\u30eb\u3092\u81ea\u52d5\u7684\u306b\u5b66\u7fd2\u3055\u305b\u308b\u6280\u8853\u3002<\/td><td>\u30fb\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<br>\u30fb\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<br>\u30fb\u5f37\u5316\u5b66\u7fd2<\/td><\/tr><tr><td>\u6df1\u5c64\u5b66\u7fd2<br>\uff08\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff09<\/td><td>\u4eba\u9593\u306e\u8133\u306e\u795e\u7d4c\u56de\u8def\uff08\u30cb\u30e5\u30fc\u30ed\u30f3\uff09\u306e\u69cb\u9020\u3092\u6a21\u3057\u305f\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u300d\u3092\u7528\u3044\u3066\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u81ea\u8eab\u304c\u5b66\u7fd2\u3092\u6df1\u3081\u3066\u3044\u304f\u3053\u3068\u3092\u76ee\u6307\u3057\u305f\u6280\u8853\u3002<\/td><td>\u30fb\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09<br>\u30fb\u518d\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30104\u30b9\u30c6\u30c3\u30d7\u3011AI\u958b\u767a\u306e\u57fa\u672c\u7684\u306a\u30d7\u30ed\u30bb\u30b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/step-2.jpeg\" alt=\"\" class=\"wp-image-13333\"\/><\/figure>\n\n\n\n<p>AI\u958b\u767a\u306f\u4e00\u822c\u7684\u306b4\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u9032\u884c\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u300c\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u300d\u3067\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3092\u7279\u5b9a\u3057\u3001AI\u306b\u3088\u308b\u89e3\u6c7a\u53ef\u80fd\u6027\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002\u6b21\u306b\u300cPoC\u30d5\u30a7\u30fc\u30ba\u300d\u3067\u5c0f\u898f\u6a21\u306a\u5b9f\u8a3c\u5b9f\u9a13\u3092\u884c\u3044\u3001\u6280\u8853\u7684\u5b9f\u73fe\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u300c\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u300d\u3067\u306f\u672c\u683c\u7684\u306a\u958b\u767a\u3092\u9032\u3081\u3001\u5b9f\u7528\u30ec\u30d9\u30eb\u306eAI\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u6700\u5f8c\u306e\u300c\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u300d\u304c\u7279\u306b\u91cd\u8981\u3067\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u3082\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5faa\u74b0\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u304cAI\u958b\u767a\u306e\u7279\u5fb4\u3067\u3042\u308a\u3001\u9577\u671f\u7684\u306a\u6539\u5584\u30b5\u30a4\u30af\u30eb\u3092\u524d\u63d0\u3068\u3057\u305f\u8a08\u753b\u304c\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u69cb\u60f3\u304b\u3089PoC\u307e\u3067\u306e\u6d41\u308c \uff5c\u69cb\u60f3\u30fbPoC\u30d5\u30a7\u30fc\u30ba<\/h3>\n\n\n\n<p><strong>\u30101.\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u3011<\/strong><br>AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u306a\u308b\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u307e\u305a\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306e\u660e\u78ba\u5316\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u300c\u3069\u306e\u3088\u3046\u306a\u554f\u984c\u3092AI\u3067\u89e3\u6c7a\u3057\u305f\u3044\u306e\u304b\u300d\u3068\u3044\u3046\u8996\u70b9\u3067\u8ab2\u984c\u3092\u6d17\u3044\u51fa\u3057\u3001AI\u306b\u3088\u308b\u89e3\u6c7a\u304c\u9069\u5207\u304b\u3069\u3046\u304b\u3092\u898b\u6975\u3081\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\uff08ROI\uff09\u3092\u614e\u91cd\u306b\u691c\u8a0e\u3057\u3001\u7d4c\u55b6\u5c64\u306e\u627f\u8a8d\u3092\u5f97\u308b\u305f\u3081\u306e\u6839\u62e0\u3092\u56fa\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30102.PoC\uff08ProofofConcept\uff09\u30d5\u30a7\u30fc\u30ba\u3011<\/strong><br>\u7d9a\u304fPoC\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u69cb\u60f3\u3067\u7acb\u3066\u305f\u4eee\u8aac\u306e\u6280\u8853\u7684\u5b9f\u73fe\u53ef\u80fd\u6027\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002PoC\u3068\u306f\u300cProof of Concept\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u300d\u306e\u7565\u3067\u3001\u7c21\u6613\u7684\u306aAI\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3066\u52b9\u679c\u3092\u78ba\u8a8d\u3059\u308b\u6bb5\u968e\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u524d\u51e6\u7406\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9078\u5b9a\u3068\u5b9f\u88c5\u3001\u305d\u3057\u3066\u8a55\u4fa1\u6307\u6a19\u306e\u8a2d\u5b9a\u3068\u691c\u8a3c\u3092\u884c\u3044\u307e\u3059\u3002PoC\u3067\u6210\u529f\u57fa\u6e96\u3092\u6e80\u305f\u305b\u3070\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u307f\u3001\u8ab2\u984c\u304c\u898b\u3064\u304b\u308c\u3070\u69cb\u60f3\u306b\u7acb\u3061\u8fd4\u308b\u3068\u3044\u3046\u67d4\u8edf\u306a\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9f\u88c5\u304b\u3089\u904b\u7528\u307e\u3067\u306e\u6d41\u308c \uff5c\u5b9f\u88c5\u30fb\u904b\u7528\u30d5\u30a7\u30fc\u30ba<\/h3>\n\n\n\n<p><strong>\u30103.\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3011<\/strong><br>PoC\u3067\u5b9f\u73fe\u53ef\u80fd\u6027\u304c\u78ba\u8a8d\u3067\u304d\u305fAI\u30e2\u30c7\u30eb\u306f\u3001\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\u3068\u79fb\u884c\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u59cb\u307e\u308a\u3001\u8a73\u7d30\u306a\u8a2d\u8a08\u3001\u5b9f\u969b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u305d\u3057\u3066\u5fb9\u5e95\u3057\u305f\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002\u7279\u306b\u672c\u756a\u74b0\u5883\u3067\u306e\u52d5\u4f5c\u691c\u8a3c\u306f\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u91cf\u3084\u51e6\u7406\u901f\u5ea6\u306b\u8010\u3048\u3046\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30104.\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3011<\/strong><br>\u5b9f\u88c5\u304c\u5b8c\u4e86\u3057\u305f\u3089\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u7a3c\u50cd\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u5f53\u521d\u8a2d\u5b9a\u3057\u305fKPI\u306e\u9054\u6210\u72b6\u6cc1\u3092\u5b9a\u671f\u7684\u306b\u8a55\u4fa1\u3057\u307e\u3059\u3002AI\u30b7\u30b9\u30c6\u30e0\u306e\u7279\u5fb4\u3068\u3057\u3066\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u30c7\u30fc\u30bf\u306e\u50be\u5411\u304c\u5909\u5316\u3059\u308b\u305f\u3081\u3001\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u306b\u3088\u308b\u8ffd\u52a0\u5b66\u7fd2\u3084\u5b9a\u671f\u7684\u306a\u30e2\u30c7\u30eb\u66f4\u65b0\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306ePDCA\u30b5\u30a4\u30af\u30eb\u3092\u7d99\u7d9a\u7684\u306b\u56de\u3059\u3053\u3068\u3067\u3001AI\u306e\u7cbe\u5ea6\u3068\u4fa1\u5024\u3092\u9577\u671f\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u904b\u7528\u4e2d\u306b\u767a\u751f\u3059\u308b\u4e88\u671f\u305b\u306c\u554f\u984c\u3078\u306e\u8fc5\u901f\u306a\u5bfe\u5fdc\u4f53\u5236\u3082\u6574\u3048\u3066\u304a\u304f\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u958b\u767a\u3067\u5fc5\u8981\u3068\u306a\u308b\u30b9\u30ad\u30eb\u3068\u958b\u767a\u4f53\u5236<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/aiknowlegde-1024x519.jpeg\" alt=\"\" class=\"wp-image-14712\"\/><\/figure>\n\n\n\n<p>AI\u958b\u767a\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u30b9\u30ad\u30eb\u3068\u9069\u5207\u306a\u958b\u767a\u4f53\u5236\u306e\u4e21\u65b9\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\uff08\u7279\u306bPython\u3084R\uff09\u306e\u77e5\u8b58\u306f\u3082\u3061\u308d\u3093\u3001\u7d71\u8a08\u5b66\u3084\u6570\u5b66\u306e\u57fa\u790e\u7406\u89e3\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u6280\u8853\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5358\u4e00\u306e\u5c02\u9580\u5bb6\u3060\u3051\u3067AI\u958b\u767a\u3092\u5b8c\u9042\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30c9\u30e1\u30a4\u30f3\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306a\u3069\u591a\u69d8\u306a\u5c02\u9580\u6027\u3092\u6301\u3064\u30e1\u30f3\u30d0\u30fc\u306b\u3088\u308b\u30c1\u30fc\u30e0\u7de8\u6210\u304c\u5fc5\u8981\u3067\u3059\u3002\u7279\u306b\u5927\u898f\u6a21\u306aAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u5404\u30e1\u30f3\u30d0\u30fc\u306e\u5f37\u307f\u3092\u6d3b\u304b\u3057\u305f\u5f79\u5272\u5206\u62c5\u3068\u5186\u6ed1\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u4f53\u5236\u306e\u69cb\u7bc9\u304c\u6210\u529f\u3078\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u9808\u3068\u306a\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u30e9\u30a4\u30d6\u30e9\u30ea<\/h3>\n\n\n\n<p>AI\u958b\u767a\u3067\u306f\u3001Python\u304c\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u4eba\u6c17\u306e\u7406\u7531\u3068\u3057\u3066\u306f\u3001\u521d\u5fc3\u8005\u3067\u3082\u7fd2\u5f97\u3057\u3084\u3059\u3044\u76f4\u611f\u7684\u306a\u6587\u6cd5\u3068\u3001AI\u958b\u767a\u5411\u3051\u306e\u8c4a\u5bcc\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e\u73fe\u5834\u3067\u306f\u3001NumPy\u3084Pandas\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u57fa\u672c\u3067\u3059\u3002NumPy\u306f\u9ad8\u901f\u306a\u6570\u5024\u8a08\u7b97\u3092\u53ef\u80fd\u306b\u3057\u3001Pandas\u306f\u30c7\u30fc\u30bf\u306e\u6574\u5f62\u3084\u5206\u6790\u3092\u52b9\u7387\u5316\u3057\u307e\u3059\u3002\u307e\u305f\u3001Matplotlib\u3084Seaborn\u306a\u3069\u306e\u53ef\u8996\u5316\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3057\u3084\u3059\u3044\u30b0\u30e9\u30d5\u306b\u5909\u63db\u3059\u308b\u969b\u306b\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3044\u3066\u306f\u3001Google\u306eTensorFlow\u3068Facebook\u306ePyTorch\u3068\u3044\u3046\u4e8c\u5927\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u4e3b\u6d41\u3067\u3059\u3002TensorFlow\u306f\u672c\u756a\u74b0\u5883\u3067\u306e\u5c55\u958b\u306b\u5f37\u307f\u304c\u3042\u308a\u3001PyTorch\u306f\u7814\u7a76\u958b\u767a\u306e\u67d4\u8edf\u6027\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306eSQL\u3084NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u77e5\u8b58\u3082\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3067\u3001\u30a2\u30a4\u30c7\u30a2\u3092\u52b9\u7387\u7684\u306bAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3078\u3068\u5909\u63db\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"kh-box has-label\"><div class=\"kh-box__label\">\u4ee3\u8868\u4f8b<\/div><div class=\"kh-box__content\">\n<ul class=\"wp-block-list\">\n<li><strong>Numpy,Pandas<\/strong>\uff1a\u6570\u5024\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u306b\u4f7f\u308f\u308c\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n\n\n\n<li><strong>Matplotlib<\/strong>\uff1a\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u306a\u3069\u3067\u53ef\u8996\u5316\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n\n\n\n<li><strong>TensorFlow,PyTorch<\/strong>\uff1aGoogle\u3084Facebook\u304c\u958b\u767a\u3057\u305f\u6df1\u5c64\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u958b\u767a\u30c1\u30fc\u30e0\u306b\u6c42\u3081\u3089\u308c\u308b\u5f79\u5272<\/h3>\n\n\n\n<p>AI\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3001\u591a\u69d8\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3092\u6301\u3064\u5c02\u9580\u5bb6\u30c1\u30fc\u30e0\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u3084\u4e88\u7b97\u914d\u5206\u3092\u62c5\u5f53\u3057\u3001\u5168\u4f53\u306e\u9032\u884c\u3092\u7d71\u62ec\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u7d4c\u55b6\u8005\u30fb\u4e8b\u696d\u8cac\u4efb\u8005\u304c\u4e8b\u696d\u30b4\u30fc\u30eb\u3068\u30ea\u30bd\u30fc\u30b9\u914d\u5206\u3092\u63e1\u308a\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u30fb\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u8ab2\u984c\u3092\u69cb\u9020\u5316\u3057\u3066\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u8a2d\u8a08\u3057\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30ea\u30fc\u30c0\u30fc\u304c\u6280\u8853\u7684\u610f\u601d\u6c7a\u5b9a\u3068\u54c1\u8cea\u7ba1\u7406\u3092\u62c5\u3044\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30e2\u30c7\u30eb\u958b\u767a\u3068\u691c\u8a3c\u3092\u5b9f\u884c\u3059\u308b\u2500\u2500\u3068\u3044\u3046\u5206\u696d\u4f53\u5236\u3092\u6577\u304f\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u3068\u6280\u8853\u8981\u4ef6\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u6700\u5c0f\u5316\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u3053\u308c\u3089\u5404\u5f79\u5272\u306e\u6210\u679c\u7269\uff08KPI\u3001\u8981\u4ef6\u5b9a\u7fa9\u66f8\u3001\u6280\u8853\u4ed5\u69d8\u66f8\u3001\u691c\u8a3c\u30ec\u30dd\u30fc\u30c8\u306a\u3069\uff09\u3092\u5b9a\u671f\u7684\u306b\u76f8\u4e92\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u8a2d\u3051\u308b\u3053\u3068\u3067\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u9f5f\u9f6c\u3084\u624b\u623b\u308a\u3092\u6e1b\u3089\u3057\u3001\u958b\u767a\u30b5\u30a4\u30af\u30eb\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c1\u30fc\u30e0\u5185\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5186\u6ed1\u3067\u3042\u308c\u3070\u3001AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u529f\u78ba\u7387\u306f\u5927\u5e45\u306b\u9ad8\u307e\u308a\u307e\u3059\u3002\u5404\u5c02\u9580\u5bb6\u304c\u81ea\u5206\u306e\u5f79\u5272\u3092\u7406\u89e3\u3057\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u3068\u3057\u3066\u306e\u76ee\u6a19\u306b\u5411\u304b\u3063\u3066\u5354\u529b\u3059\u308b\u3053\u3068\u304c\u3001\u8907\u96d1\u306aAI\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u306b\u5c0e\u304f\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5f79\u5272<\/th><th>\u4e3b\u306a\u696d\u52d9\u5185\u5bb9<\/th><\/tr><\/thead><tbody><tr><td>\u7d4c\u55b6\u8005\u30fb\u4e8b\u696d\u8cac\u4efb\u8005<\/td><td>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u610f\u601d\u6c7a\u5b9a\u3001\u4e8b\u696d\u5224\u65ad\u3092\u884c\u3046\u3002<\/td><\/tr><tr><td>\u30d7\u30e9\u30f3\u30ca\u30fc\u30fb\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/td><td>\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306e\u5b9a\u7fa9\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u9032\u884c\u7ba1\u7406\u3092\u884c\u3046\u3002<\/td><\/tr><tr><td>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30ea\u30fc\u30c0\u30fc<\/td><td>\u958b\u767a\u30c1\u30fc\u30e0\u3092\u307e\u3068\u3081\u3001\u6280\u8853\u7684\u306a\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u3092\u767a\u63ee\u3059\u308b\u3002<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2<\/td><td>\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3001AI\u30e2\u30c7\u30eb\u306e\u958b\u767a\u30fb\u5b9f\u88c5\u3001\u7cbe\u5ea6\u6539\u5584\u306a\u3069\u3092\u884c\u3046\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u958b\u767a\u74b0\u5883\u306e\u9078\u629e\u80a2\u3068\u304a\u3059\u3059\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/aidevelopment-1024x592.jpeg\" alt=\"\" class=\"wp-image-14713\"\/><\/figure>\n\n\n\n<p>AI\u958b\u767a\u3067\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3084\u9ad8\u5ea6\u306a\u8a08\u7b97\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u3001\u5927\u5bb9\u91cf\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u9ad8\u3044\u8a08\u7b97\u80fd\u529b\u3092\u6301\u3064\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u69cb\u6210\u3055\u308c\u305f\u958b\u767a\u74b0\u5883\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u4e3b\u306b\u81ea\u793e\u3067\u30b5\u30fc\u30d0\u30fc\u3092\u4fdd\u6709\u3059\u308b\u300c\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u300d\u3068\u3001\u5916\u90e8\u306e\u4e8b\u696d\u8005\u304c\u63d0\u4f9b\u3059\u308b\u300c\u30af\u30e9\u30a6\u30c9\u300d\u306e2\u3064\u306e\u9078\u629e\u80a2\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8fd1\u5e74\u3067\u306fAI\u958b\u767a\u306e\u8907\u96d1\u5316\u3068\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u306e\u9700\u8981\u5897\u52a0\u306b\u4f34\u3044\u3001GPU\u3092\u642d\u8f09\u3057\u305f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u4eba\u6c17\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u7279\u306bAmazon SageMaker\u3001Google Cloud Vertex AI\u3001Microsoft Azure\u306a\u3069\u306e\u5927\u624b\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u52a0\u3048\u3001\u5c02\u9580\u7279\u5316\u578b\u306e\u30b5\u30fc\u30d3\u30b9\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u521d\u671f\u6295\u8cc7\u3092\u6291\u3048\u3064\u3064\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ea\u30bd\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u62e1\u5f35\u3067\u304d\u308b\u70b9\u304c\u9b45\u529b\u3067\u3059\u3002\u9078\u629e\u306e\u969b\u306b\u306f\u3001\u30b3\u30b9\u30c8\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306a\u3069\u306e\u8981\u7d20\u3092\u7dcf\u5408\u7684\u306b\u691c\u8a0e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u958b\u767a\u74b0\u5883\u306e\u7a2e\u985e\u3068\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4<\/h3>\n\n\n\n<p>AI\u958b\u767a\u74b0\u5883\u306f\u5927\u304d\u304f\u300c\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u300d\u3068\u300c\u30af\u30e9\u30a6\u30c9\u300d\u306e2\u7a2e\u985e\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u81ea\u793e\u3067\u4fdd\u6709\u30fb\u7ba1\u7406\u3059\u308b\u305f\u3081\u3001\u521d\u671f\u6295\u8cc7\u306f\u9ad8\u3044\u3082\u306e\u306e\u3001\u9577\u671f\u7684\u306a\u30b3\u30b9\u30c8\u7ba1\u7406\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u306e\u5b8c\u5168\u306a\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u304c\u53ef\u80fd\u3067\u3059\u3002\u4e00\u65b9\u3001\u30af\u30e9\u30a6\u30c9\u306f\u521d\u671f\u6295\u8cc7\u3092\u6291\u3048\u3064\u3064\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ea\u30bd\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u62e1\u5f35\u3067\u304d\u308b\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9\u306e\u4e2d\u3067\u3082\u3001AWS\u3084GCP\u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306f\u8c4a\u5bcc\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8GPU\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306f\u3001AI\u958b\u767a\u306b\u7279\u5316\u3057\u305f\u5c02\u9580\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3068\u67d4\u8edf\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u304c\u5f37\u307f\u3067\u3059\u3002\u3055\u3089\u306b\u3001KAGOYA\u306f\u6708\u984d\u5b9a\u984d\u3068\u900f\u660e\u6027\u306e\u9ad8\u3044\u6599\u91d1\u4f53\u7cfb\u3067\u4e88\u7b97\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u3001\u56fd\u5185\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306b\u3088\u308b\u30c7\u30fc\u30bf\u4e3b\u6a29\u306e\u78ba\u4fdd\u3082\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u958b\u767a\u3067\u306f\u5927\u91cf\u306e\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3068\u306a\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u898f\u6a21\u3084\u76ee\u7684\u3001\u4e88\u7b97\u306b\u5fdc\u3058\u305f\u74b0\u5883\u9078\u629e\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u89b3\u70b9<\/th><th>KAGOYA\uff08\u30af\u30e9\u30a6\u30c9\uff09<\/th><th>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883<\/th><\/tr><\/thead><tbody><tr><td>\u5229\u7528\u5f62\u614b<\/td><td>\u5c02\u6709\u306eGPU\u30b5\u30fc\u30d0\u30fc\u3092\u30af\u30e9\u30a6\u30c9\u3067\u5229\u7528<\/td><td>GPU\u30b5\u30fc\u30d0\u30fc\u3092\u81ea\u793e\u3067\u4fdd\u6709<\/td><\/tr><tr><td>\u30b3\u30b9\u30c8<\/td><td>\u5fc5\u8981\u306a\u6642\u3060\u3051\u6708\u984d\u5b9a\u984d\u6599\u91d1\u3067\u5229\u7528\u53ef\u80fd<\/td><td>\u9ad8\u4fa1\u306a\u6a5f\u5668\u8cfc\u5165\u8cbb\u3001\u8a2d\u7f6e\u8cbb\u7528\u3001\u96fb\u6c17\u4ee3\u306a\u3069\u304c\u304b\u304b\u308b<\/td><\/tr><tr><td>\u904b\u7528\u7ba1\u7406<\/td><td>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u76e3\u8996\u3084\u6545\u969c\u6642\u5bfe\u5fdc\u306f\u4e8b\u696d\u8005\u306b\u4efb\u305b\u3089\u308c\u308b<\/td><td>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u969c\u5bb3\u3068\u3082\u306b\u81ea\u793e\u3067\u306e\u5bfe\u5fdc\u304c\u5fc5\u8981<\/td><\/tr><tr><td>\u707d\u5bb3\u30ea\u30b9\u30af<\/td><td>\u707d\u5bb3\u5bfe\u7b56\u304c\u65bd\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u5b89\u5168\u306b\u7ba1\u7406<\/td><td>\u81ea\u793e\u3067\u707d\u5bb3\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u5fc5\u8981\u304c\u3042\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">KAGOYA\u306eGPU\u30af\u30e9\u30a6\u30c9\u304c\u9078\u3070\u308c\u308b\u7406\u7531<\/h3>\n\n\n\n<p>KAGOYA\u306e\u300c\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8GPU\u30af\u30e9\u30a6\u30c9\u300d\u306f\u3001AI\u958b\u767a\u74b0\u5883\u3092\u9078\u3076\u969b\u306e\u6c7a\u3081\u624b\u3068\u306a\u308b\u8981\u7d20\u3092\u591a\u304f\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001NVIDIA\u88fd\u306e\u9ad8\u6027\u80fdGPU\u30b5\u30fc\u30d0\u30fc1\u53f0\u3092<span class=\"kh-marker-blue\"><strong>\u5c02\u6709\u5229\u7528\u3067\u304d\u308b<\/strong><\/span>\u70b9\u3067\u3059\u3002\u5171\u6709\u74b0\u5883\u3068\u306f\u7570\u306a\u308a\u3001\u4ed6\u30e6\u30fc\u30b6\u30fc\u306e\u5f71\u97ff\u3092\u53d7\u3051\u308b\u3053\u3068\u306a\u304f\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u5b89\u5b9a\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6c42\u3081\u3089\u308c\u308b\u672c\u683c\u7684\u306aAI\u958b\u767a\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u72ec\u81ea\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u3092\u9069\u7528\u3057\u305f\u3044\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u30d5\u30a1\u30a4\u30a2\u30fc\u30a6\u30a9\u30fc\u30eb\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u81ea\u793e\u8981\u4ef6\u3092\u6e80\u305f\u3059<strong>\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u74b0\u5883<\/strong>\u3092\u69cb\u7bc9\u3067\u304d\u308b\u67d4\u8edf\u6027\u306f\u5927\u304d\u306a\u9b45\u529b\u3067\u3059\u3002\u307e\u305f\u3001\u79d8\u533f\u6027\u306e\u9ad8\u3044\u7814\u7a76\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u3082\u3001\u56fd\u5185\u306e\u5805\u7262\u306a\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u7ba1\u7406\u3055\u308c\u308b\u305f\u3081\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e88\u7b97\u7ba1\u7406\u306e\u9762\u3067\u3082\u3001\u6708\u984d\u5b9a\u984d\u5236\u3067<span class=\"kh-marker-blue\"><strong>\u30c7\u30fc\u30bf\u8ee2\u9001\u91cf\u306b\u3088\u308b\u5f93\u91cf\u8ab2\u91d1\u304c\u306a\u3044<\/strong><\/span>\u305f\u3081\u3001\u30b3\u30b9\u30c8\u4e88\u6e2c\u304c\u7acb\u3066\u3084\u3059\u304f\u3001\u8ca1\u52d9\u90e8\u9580\u304b\u3089\u306e\u627f\u8a8d\u3082\u5f97\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306a\u3069\u9ad8\u8ca0\u8377\u306a\u51e6\u7406\u3092\u884c\u3046\u5834\u5408\u3082\u3001\u5c02\u6709GPU\u306e\u5a01\u529b\u3092\u5b58\u5206\u306b\u767a\u63ee\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a73\u3057\u3044\u30b9\u30da\u30c3\u30af\u3084\u6a5f\u80fd\u306a\u3069\u306e\u60c5\u5831\u306f\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.kagoya.jp\/cloudplatform\/hpc\/gpu\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9ad8\u6027\u80fdGPU\u3067\u52a0\u901f\u3059\u308b\u6b21\u4e16\u4ee3\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff0f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8GPU\u30af\u30e9\u30a6\u30c9<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>AI\u958b\u767a\u306f\u4eca\u3084\u4f01\u696d\u306e\u7af6\u4e89\u529b\u3092\u9ad8\u3081\u308b\u91cd\u8981\u306a\u6226\u7565\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001AI\u958b\u767a\u306e\u57fa\u672c\u6982\u5ff5\u304b\u3089\u5177\u4f53\u7684\u306a\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3001\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3084\u4f53\u5236\u3001\u305d\u3057\u3066\u6700\u9069\u306a\u958b\u767a\u74b0\u5883\u307e\u3067\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>AI\u958b\u767a\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u660e\u78ba\u306a\u76ee\u6a19\u8a2d\u5b9a\u3068\u9069\u5207\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3001\u305d\u3057\u3066\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3063\u305f\u30c1\u30fc\u30e0\u7de8\u6210\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u7279\u306b\u958b\u767a\u74b0\u5883\u306e\u9078\u629e\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u52b9\u7387\u6027\u3068\u30b3\u30b9\u30c8\u306b\u5927\u304d\u304f\u5f71\u97ff\u3057\u307e\u3059\u3002\u9ad8\u6027\u80fd\u304b\u3064\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u826f\u3044GPU\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001AI\u958b\u767a\u306e\u969c\u58c1\u3092\u5927\u304d\u304f\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u304b\u3089AI\u958b\u767a\u306b\u53d6\u308a\u7d44\u3080\u65b9\u3005\u306b\u3068\u3063\u3066\u3001\u672c\u8a18\u4e8b\u304c\u6709\u76ca\u306a\u6307\u91dd\u3068\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n<div class=\"kh-cta\"><div class=\"entry-content\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full has-lightbox\"><a href=\"https:\/\/www.kagoya.jp\/cloudplatform\/hpc\/gpu\/?argument=vqHX23Xs&amp;dmai=a68c384f76387e\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" width=\"728\" height=\"90\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/gpucloudbnr.jpg\" alt=\"\" class=\"wp-image-14016\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/gpucloudbnr.jpg 728w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/gpucloudbnr-300x37.jpg 300w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p><\/p>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"\u8fd1\u5e74\u3001AI\u6280\u8853\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u793e\u4f1a\u306e\u3042\u308a\u65b9\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002 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