{"id":6374,"date":"2025-02-05T17:19:52","date_gmt":"2025-02-05T08:19:52","guid":{"rendered":"https:\/\/www.sotatek.com\/jp\/?p=6374"},"modified":"2025-03-03T16:54:10","modified_gmt":"2025-03-03T07:54:10","slug":"generative-model-learning-ai","status":"publish","type":"post","link":"https:\/\/www.sotatek.com\/jp\/blogs\/generative-model-learning-ai\/","title":{"rendered":"\u751f\u6210 \u30e2\u30c7\u30eb\u3068\u306f\uff1f\u521d\u5fc3\u8005\u5411\u3051\u306e\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"<p><span style=\"font-weight: 400;\"><span data-sheets-root=\"1\">\u751f\u6210 \u30e2\u30c7\u30eb\u200b <\/span><\/span>&#8211; \u73fe\u4ee3\u306e\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u79c1\u305f\u3061\u306e\u751f\u6d3b\u3084\u30d3\u30b8\u30cd\u30b9\u306f\u5927\u304d\u304f\u5909\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u306e\u9032\u5316\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u300c<a href=\"https:\/\/www.sotatek.com\/jp\/blogs\/4-types-generative-ai\/\">\u751f\u6210\u3055\u308c\u305f AI \u306e 4 \u3064\u306e\u30bf\u30a4\u30d7\u3068\u305d\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3059\u308b<\/a>\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305d\u306e\u4e2d\u3067\u3082\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u6280\u8853\u304c\u300c\u751f\u6210\u30e2\u30c7\u30eb\uff08\u751f\u6210\u30e2\u30c7\u30eb\uff09\u300d\u3067\u3059\u3002\u3053\u306e\u6280\u8853\u306fAI\u304c\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u5275\u308a\u51fa\u3059\u4ed5\u7d44\u307f\u3067\u3001\u6587\u7ae0\u3001\u753b\u50cf\u3001\u97f3\u697d\u3001\u3055\u3089\u306b\u306f\u52d5\u753b\u306a\u3069\u3001\u591a\u69d8\u306a\u5f62\u5f0f\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f\u3001\u7a2e\u985e\u3001\u5fdc\u7528\u4f8b\u3001\u305d\u3057\u3066\u521d\u5fc3\u8005\u304c\u3069\u306e\u3088\u3046\u306b\u5b66\u3073\u59cb\u3081\u308c\u3070\u826f\u3044\u306e\u304b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2><b>\u751f\u6210\u30e2\u30c7\u30eb\u3068\u306f\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001AI\u304c\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3066\u305d\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u7406\u89e3\u3057\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002\u3053\u306e\u6280\u8853\u306b\u3088\u308a\u3001\u4eba\u9593\u304c\u624b\u4f5c\u696d\u3067\u4f5c\u308b\u306e\u3068\u540c\u3058\u3088\u3046\u306a\u54c1\u8cea\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u52d5\u3067\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u304c\u65e2\u5b58\u306e\u7d75\u753b\u30b9\u30bf\u30a4\u30eb\u3092\u5b66\u7fd2\u3057\u3001\u5168\u304f\u65b0\u3057\u3044\u30a2\u30fc\u30c8\u4f5c\u54c1\u3092\u63cf\u3044\u305f\u308a\u3001\u5c0f\u8aac\u306e\u6587\u4f53\u3092\u771f\u4f3c\u3066\u72ec\u81ea\u306e\u7269\u8a9e\u3092\u7d21\u3044\u3060\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><b>\u751f\u6210\u30e2\u30c7\u30eb\u306e\u7279\u5fb4<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5275\u9020\u6027<\/b><span style=\"font-weight: 400;\">: \u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001\u65b0\u305f\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u30a2\u30a4\u30c7\u30a2\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u67d4\u8edf\u6027<\/b><span style=\"font-weight: 400;\">: \u753b\u50cf\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u97f3\u697d\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u52b9\u7387\u6027<\/b><span style=\"font-weight: 400;\">: \u4eba\u9593\u304c\u624b\u9593\u3068\u6642\u9593\u3092\u304b\u3051\u3066\u884c\u3046\u4f5c\u696d\u3092\u77ed\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u308b\u3002<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><b>\u751f\u6210\u30e2\u30c7\u30eb\u306e\u7a2e\u985e<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u7a2e\u985e\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u7570\u306a\u308b\u7528\u9014\u3084\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u4e3b\u306a\u751f\u6210\u30e2\u30c7\u30eb\u306e\u7a2e\u985e\u3068\u305d\u306e\u6982\u8981\u3067\u3059\uff1a<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6399 size-full aligncenter\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/02\/hidden-markov-model.jpg\" alt=\"\u751f\u6210 \u30e2\u30c7\u30eb\u200b - \u751f\u6210\u30e2\u30c7\u30eb\u306e\u7a2e\u985e\" width=\"680\" height=\"365\" \/><\/p>\n<p style=\"text-align: center;\">\u753b\u50cf\u306e\u30bd\u30fc\u30b9: deepchecks<\/p>\n<h3><b>GAN\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">GAN\u306f2\u3064\u306eAI\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u751f\u6210\u5668\u3068\u8b58\u5225\u5668\uff09\u304c\u4e92\u3044\u306b\u7af6\u4e89\u3059\u308b\u3053\u3068\u3067\u5b66\u7fd2\u3092\u9032\u3081\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u751f\u6210\u5668\u304c\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u3001\u8b58\u5225\u5668\u304c\u305d\u308c\u304c\u672c\u7269\u304b\u507d\u7269\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001\u9ad8\u54c1\u8cea\u306a\u753b\u50cf\u3084\u52d5\u753b\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u7528\u9014\u4f8b<\/b><span style=\"font-weight: 400;\">: \u30d5\u30a7\u30a4\u30af\u753b\u50cf\u4f5c\u6210\u3001\u5199\u771f\u306e\u9ad8\u89e3\u50cf\u5ea6\u5316\u3001\u30b2\u30fc\u30e0\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u751f\u6210\u3002<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6400 size-full\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/02\/ai_exp_445-1.jpg\" alt=\"\u751f\u6210 \u30e2\u30c7\u30eb - GAN\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/02\/ai_exp_445-1.jpg 1280w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/02\/ai_exp_445-1-768x432.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p style=\"text-align: center;\">\u753b\u50cf\u306e\u30bd\u30fc\u30b9: zero to one<\/p>\n<h3><b>VAE\uff08\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\uff09<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">VAE\u306f\u30c7\u30fc\u30bf\u306e\u6f5c\u5728\u7684\u306a\u78ba\u7387\u5206\u5e03\u3092\u5b66\u7fd2\u3059\u308b\u751f\u6210\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4e3b\u306b\u753b\u50cf\u751f\u6210\u3084\u30c7\u30fc\u30bf\u306e\u6b21\u5143\u524a\u6e1b\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u7528\u9014\u4f8b<\/b><span style=\"font-weight: 400;\">: \u533b\u7642\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u30013D\u30e2\u30c7\u30eb\u306e\u751f\u6210\u3002<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6401 size-full\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/02\/ai_exp_444.jpg\" alt=\"\u751f\u6210 \u30e2\u30c7\u30eb - VAE\uff08\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\uff09\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/02\/ai_exp_444.jpg 1280w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/02\/ai_exp_444-768x432.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<h3><b>GPT\uff08\u751f\u6210\u7684\u4e8b\u524d\u5b66\u7fd2\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff09<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">GPT\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306b\u7279\u5316\u3057\u305f\u751f\u6210\u30e2\u30c7\u30eb\u3067\u3059\u3002\u6587\u8108\u3092\u7406\u89e3\u3057\u3001\u6d41\u66a2\u306a\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u7528\u9014\u4f8b<\/b><span style=\"font-weight: 400;\">: \u81ea\u52d5\u8a18\u4e8b\u4f5c\u6210\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u3001\u7ffb\u8a33\u3002<\/span><\/li>\n<\/ul>\n<h3><b>Diffusion Models\uff08\u62e1\u6563\u30e2\u30c7\u30eb\uff09<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u62e1\u6563\u30e2\u30c7\u30eb\u306f\u30c7\u30fc\u30bf\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u30ce\u30a4\u30ba\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u5f90\u3005\u306b\u30ce\u30a4\u30ba\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u3067\u751f\u6210\u7269\u3092\u69cb\u7bc9\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u7528\u9014\u4f8b<\/b><span style=\"font-weight: 400;\">: \u30a2\u30fc\u30c8\u4f5c\u54c1\u306e\u751f\u6210\u3001\u753b\u50cf\u88dc\u5b8c\u3001\u30b9\u30bf\u30a4\u30eb\u5909\u63db\u3002<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><b>\u751f\u6210\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306e\u57fa\u672c\u7684\u306a\u6d41\u308c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u6e96\u5099<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">\u5b66\u7fd2\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u30e2\u30c7\u30eb\u304c\u751f\u6210\u7269\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u57fa\u790e\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30e2\u30c7\u30eb\u306e\u9078\u629e<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">\u7528\u9014\u3084\u76ee\u7684\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u751f\u6210\u30e2\u30c7\u30eb\uff08GAN\u3001VAE\u3001GPT\u306a\u3069\uff09\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u4f9b\u7d66\u3057\u3001AI\u304c\u30d1\u30bf\u30fc\u30f3\u3084\u7279\u5fb4\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3068\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u751f\u6210\u3068\u8abf\u6574<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u3057\u3066\u5fae\u8abf\u6574\u3092\u884c\u3044\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<h2><b>\u751f\u6210\u30e2\u30c7\u30eb\u306e\u5fdc\u7528\u5206\u91ce<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306f\u591a\u304f\u306e\u7523\u696d\u3067\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u53ef\u80fd\u6027\u306f\u7121\u9650\u5927\u3067\u3059\u3002<\/span><\/p>\n<h3><b>\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306f\u30d6\u30ed\u30b0\u8a18\u4e8b\u3001\u5e83\u544a\u30b3\u30d4\u30fc\u3001SNS\u6295\u7a3f\u306a\u3069\u306e\u6587\u7ae0\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u306f\u5546\u54c1\u753b\u50cf\u3084\u5e83\u544a\u30c7\u30b6\u30a4\u30f3\u306e\u4f5c\u6210\u306b\u3082\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><b>\u30b2\u30fc\u30e0\u958b\u767a<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u30b2\u30fc\u30e0\u306e\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u30c7\u30b6\u30a4\u30f3\u3084\u80cc\u666f\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u306e\u52b9\u7387\u5316\u304c\u56f3\u308c\u307e\u3059\u3002<\/span><\/p>\n<h3><b>\u533b\u7642\u5206\u91ce<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001\u75c5\u7406\u753b\u50cf\u306e\u89e3\u6790\u3084\u533b\u7642\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u75be\u60a3\u306e\u8a3a\u65ad\u652f\u63f4\u3084\u6cbb\u7642\u8a08\u753b\u306e\u7b56\u5b9a\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><b>\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u97f3\u697d\u3084\u6620\u753b\u306e\u30b7\u30ca\u30ea\u30aa\u4f5c\u6210\u3001\u3055\u3089\u306b\u306fAI\u306b\u3088\u308b\u81ea\u52d5\u4f5c\u66f2\u3082\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><b>\u521d\u5fc3\u8005\u5411\u3051\u306e\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u3068\u30c4\u30fc\u30eb<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306b\u8208\u5473\u304c\u3042\u308b\u521d\u5fc3\u8005\u304c\u5b66\u7fd2\u3092\u59cb\u3081\u308b\u305f\u3081\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30ea\u30bd\u30fc\u30b9\u3084\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hugging Face<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u7528\u306e\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u5229\u7528\u53ef\u80fd\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>TensorFlow\/Keras<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">Python\u3067\u52d5\u4f5c\u3059\u308b\u5f37\u529b\u306a\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.coursera.org\/\" target=\"_blank\" rel=\"noopener\">Coursera <\/a>\u3084Udemy\u3067\u306f\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306b\u95a2\u3059\u308b\u521d\u5fc3\u8005\u5411\u3051\u306e\u30b3\u30fc\u30b9\u304c\u6570\u591a\u304f\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u53c2\u52a0<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">Reddit\u3084Kaggle\u306a\u3069\u306e\u30d5\u30a9\u30fc\u30e9\u30e0\u3067\u4ed6\u306e\u5b66\u7fd2\u8005\u3084\u5c02\u9580\u5bb6\u3068\u4ea4\u6d41\u3057\u3001\u77e5\u8b58\u3092\u6df1\u3081\u307e\u3057\u3087\u3046\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306fAI\u6280\u8853\u306e\u4e2d\u3067\u3082\u7279\u306b\u9032\u5316\u304c\u8457\u3057\u304f\u3001\u4eca\u5f8c\u3055\u3089\u306b\u591a\u304f\u306e\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u751f\u6210\u30e2\u30c7\u30eb\u304c\u4eba\u9593\u306e\u60f3\u50cf\u529b\u3092\u88dc\u5b8c\u3059\u308b\u5f62\u3067\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63a8\u9032\u3057\u305f\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u52b9\u7387\u5316\u3092\u56f3\u3063\u305f\u308a\u3059\u308b\u5834\u9762\u304c\u5897\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/p>\n<h2><strong>FAQ: \u751f\u6210 \u30e2\u30c7\u30eb \u306b\u3064\u3044\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6323 size-full\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/01\/\u3088\u304f\u3042\u308b\u8cea\u554f.jpg\" alt=\"\u751f\u6210 \u30e2\u30c7\u30eb \u306b\u3064\u3044\u3066\u3088\u304f\u3042\u308b\u8cea\u554f\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/01\/\u3088\u304f\u3042\u308b\u8cea\u554f.jpg 1920w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/01\/\u3088\u304f\u3042\u308b\u8cea\u554f-768x432.jpg 768w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/01\/\u3088\u304f\u3042\u308b\u8cea\u554f-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<h3><strong>Q1.<a href=\"%20https:\/\/www.sotatek.com\/jp\/blogs\/rag-generative-ai-models\/\"> \u751f\u6210\u30e2\u30c7\u30eb<\/a>\u3068\u306f\uff1f<\/strong><\/h3>\n<p>A1. AI\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u57fa\u306b\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n<h3><strong>Q2. \u6d3b\u7528\u5206\u91ce\u306f\uff1f<\/strong><\/h3>\n<p>A2. \u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u3001\u30b2\u30fc\u30e0\u3001\u533b\u7642\u3001\u30a8\u30f3\u30bf\u30e1\u306a\u3069\u5e45\u5e83\u304f\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><strong>Q3. \u4ee3\u8868\u7684\u306a\u7a2e\u985e\u306f\uff1f<\/strong><\/h3>\n<p>A3. GAN\uff08\u753b\u50cf\u751f\u6210\uff09\u3001VAE\uff08\u30c7\u30fc\u30bf\u5727\u7e2e\uff09\u3001GPT\uff08\u6587\u7ae0\u751f\u6210\uff09\u3001\u62e1\u6563\u30e2\u30c7\u30eb\uff08\u753b\u50cf\u88dc\u5b8c\uff09\u306a\u3069\u3002<\/p>\n<p><strong>\u8a73\u3057\u304f\u306f\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\uff01<\/strong><\/p>\n<h2><b>\u7d50\u8ad6<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001AI\u306e\u5275\u9020\u6027\u3092\u6d3b\u7528\u3057\u3066\u65b0\u3057\u3044\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u753b\u671f\u7684\u306a\u6280\u8853\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u521d\u5fc3\u8005\u5411\u3051\u306b\u751f\u6210\u30e2\u30c7\u30eb\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u5fdc\u7528\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/span><b>\u751f\u6210\u30e2\u30c7\u30eb<\/b><span style=\"font-weight: 400;\">\u3092\u5b66\u3076\u3053\u3068\u3067\u3001\u672a\u6765\u306e\u6280\u8853\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u7b2c\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<p><strong>\u682a\u5f0f\u4f1a\u793eSOTATEKJAPAN\u3067\u751f\u6210\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\uff01<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u52b9\u7387\u5316\u3084\u65b0\u3057\u3044\u4fa1\u5024\u5275\u9020\u3092\u76ee\u6307\u3057\u307e\u305b\u3093\u304b\uff1f\u682a\u5f0f\u4f1a\u793eSOTATEKJAPAN\u3067\u306f\u3001\u6700\u65b0\u306eAI\u6280\u8853\u3092\u99c6\u4f7f\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084DX\u63a8\u9032\u652f\u63f4\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">\u79c1\u305f\u3061\u306e\u5c02\u9580\u30c1\u30fc\u30e0\u304c\u3001\u8cb4\u793e\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u6700\u9069\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u3054\u63d0\u6848\u3057\u307e\u3059\u3002AI\u3092\u6d3b\u7528\u3057\u305f\u672a\u6765\u5fd7\u5411\u306e\u30d3\u30b8\u30cd\u30b9\u3092\u4e00\u7dd2\u306b\u4f5c\u308a\u4e0a\u3052\u307e\u3057\u3087\u3046\uff01<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4eca\u3059\u3050<\/span><a href=\"http:\/\/sotatek.com\/jp\/contact\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/span><\/a><span style=\"font-weight: 400;\">\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u751f\u6210 \u30e2\u30c7\u30eb\u200b &#8211; \u73fe\u4ee3\u306e\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u79c1\u305f\u3061\u306e\u751f\u6d3b\u3084\u30d3\u30b8\u30cd\u30b9\u306f\u5927\u304d\u304f\u5909\u5316\u3057\u3066\u3044\u307e\u3059\u3002 AI\u306e\u9032\u5316\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u300c\u751f\u6210\u3055\u308c\u305f AI \u306e 4 \u3064\u306e\u30bf\u30a4\u30d7\u3068\u305d\u306e\u4ed5\u7d44\u307f\u3092\u7406 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":6375,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"initial","rop_publish_now_accounts":[],"rop_publish_now_history":[],"rop_publish_now_status":"pending","footnotes":""},"categories":[88],"tags":[],"whitepaper_technology":[],"whitepaper_industry":[],"class_list":["post-6374","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-machine-learning"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/posts\/6374","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/comments?post=6374"}],"version-history":[{"count":4,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/posts\/6374\/revisions"}],"predecessor-version":[{"id":6480,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/posts\/6374\/revisions\/6480"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/media\/6375"}],"wp:attachment":[{"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/media?parent=6374"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/categories?post=6374"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/tags?post=6374"},{"taxonomy":"whitepaper_technology","embeddable":true,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/whitepaper_technology?post=6374"},{"taxonomy":"whitepaper_industry","embeddable":true,"href":"https:\/\/www.sotatek.com\/jp\/wp-json\/wp\/v2\/whitepaper_industry?post=6374"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}