{"id":2362,"date":"2026-03-29T11:15:35","date_gmt":"2026-03-29T11:15:35","guid":{"rendered":"https:\/\/shachiku.work\/?p=2362"},"modified":"2026-03-29T13:01:30","modified_gmt":"2026-03-29T13:01:30","slug":"minna-shachiku-taikendan-180-2","status":"publish","type":"post","link":"https:\/\/shachiku.work\/?p=2362","title":{"rendered":"AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u672c\u5f53\u306b\u7a3c\u3052\u308b\uff1f\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u5185\u5bb9\u3068\u73fe\u5b9f \u3010\u307f\u3093\u306a\u306e\u793e\u755c\u4f53\u9a13\u8ac7 #180\u3011"},"content":{"rendered":"<div style=\"background:#f0f8ff;border:2px solid #4a90d9;border-radius:8px;padding:20px;margin-bottom:30px;\">\n<p style=\"font-weight:bold;font-size:1.1em;margin-top:0;\">\ud83d\udcdd <span style=\"background: linear-gradient(transparent 60%, #b3e5fc 60%);\">\u3053\u306e\u8a18\u4e8b\u3067\u308f\u304b\u308b\u3053\u3068<\/span><\/p>\n<ul>\n<li>\u3053\u306e\u4ed5\u4e8b\u306e\u5177\u4f53\u7684\u306a\u4ed5\u4e8b\u5185\u5bb9\u30681\u65e5\u306e\u6d41\u308c<\/li>\n<li>\u7d66\u6599\u30fb\u52e4\u52d9\u6642\u9593\u30fb\u4f11\u65e5\u306e\u5b9f\u60c5<\/li>\n<li>\u5b9f\u969b\u306b\u304d\u3064\u304b\u3063\u305f\u3053\u3068<\/li>\n<li>\u3053\u306e\u4ed5\u4e8b\u3067\u826f\u304b\u3063\u305f\u3053\u3068<\/li>\n<li><strong>\u5411\u3044\u3066\u3044\u308b\u4eba<\/strong>\u306e\u7279\u5fb4<\/li>\n<\/ul>\n<\/div>\n<p>\u4eca\u56de\u306fAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u3092\u7d4c\u9a13\u3055\u308c\u305f\u65b9\u306b\u4f53\u9a13\u8ac7\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u50cd\u3044\u3066\u307f\u3066\u611f\u3058\u305f\u30ea\u30a2\u30eb\u306a\u58f0\u3092\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002\u3053\u308c\u304b\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u65b9\u3001\u8ee2\u8077\u3092\u8003\u3048\u3066\u3044\u308b\u65b9\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<table class=\"company\" style=\"width:100%;border-collapse:collapse;margin:20px 0;box-shadow:0 2px 8px rgba(0,0,0,0.1);\">\n<tbody>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u96c7\u7528\u5f62\u614b<\/th>\n<td style=\"background:#f9f9f9;padding:12px;border:1px solid #ddd;\">\u6b63\u793e\u54e1<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u52e4\u52d9\u5730<\/th>\n<td>\u6771\u4eac\u90fd\u8db3\u7acb\u533a<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u52e4\u52d9\u6642\u9593<\/th>\n<td style=\"background:#f9f9f9;padding:12px;border:1px solid #ddd;\">10:00\u301c19:00\uff08\u30d5\u30ec\u30c3\u30af\u30b9\u5236\u3001\u30b3\u30a2\u30bf\u30a4\u30e011:00\u301c16:00\uff09<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u4f11\u65e5<\/th>\n<td style=\"background:#fff;padding:12px;border:1px solid #ddd;\">\u5b8c\u5168\u9031\u4f112\u65e5\uff08\u571f\u65e5\u795d\uff09<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u7d66\u6599<\/th>\n<td style=\"background:#f9f9f9;padding:12px;border:1px solid #ddd;\"><strong>\u5e74\u53ce700\u4e07\u5186<\/strong><\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u5fc5\u8981\u8cc7\u683c<\/th>\n<td style=\"background:#fff;padding:12px;border:1px solid #ddd;\">\u7279\u306b\u306a\u3057\uff08\u4fee\u58eb\u53f7\u30fbG\u691c\u5b9a\u30fbE\u8cc7\u683c\u4fdd\u6709\uff09<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u696d\u7a2e<\/th>\n<td style=\"background:#f9f9f9;padding:12px;border:1px solid #ddd;\">IT\u30fbAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u4e3b\u306a\u696d\u52d9\u5185\u5bb9<\/th>\n<td style=\"background:#fff;padding:12px;border:1px solid #ddd;\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u958b\u767a\u30fb\u904b\u7528\uff08MLOps\uff09\u30fbPoC\u652f\u63f4<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u6027\u5225<\/th>\n<td style=\"background:#f9f9f9;padding:12px;border:1px solid #ddd;\">\u7537\u6027<\/td>\n<\/tr>\n<tr>\n<th class=\"arrow_box\" style=\"background:#4a90d9;color:#fff;padding:12px;text-align:left;border:1px solid #ddd;font-weight:bold;\">\u5e74\u4ee3<\/th>\n<td style=\"background:#fff;padding:12px;border:1px solid #ddd;\">20\u4ee3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u59cb\u3081\u305f\u304d\u3063\u304b\u3051<\/h2>\n<p>\u5927\u5b66\u9662\u3067\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u7814\u7a76\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u4fee\u58eb\u8ad6\u6587\u3067BERT\u3092\u4f7f\u3063\u305f\u611f\u60c5\u5206\u6790\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u305f\u306e\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u30ad\u30e3\u30ea\u30a2\u306e\u30b9\u30bf\u30fc\u30c8\u3067\u3059\u3002\u7814\u7a76\u306f\u9762\u767d\u304b\u3063\u305f\u3051\u3069\u3001\u30a2\u30ab\u30c7\u30df\u30a2\u306e\u9053\u306b\u306f\u9032\u307e\u305a\u300c\u5b9f\u52d9\u3067\u4f7f\u3048\u308bAI\u3092\u4f5c\u308a\u305f\u3044\u300d\u3068\u601d\u3044\u3001AI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306b\u5165\u793e\u3057\u307e\u3057\u305f\u3002\u5468\u308a\u304c\u300cAI\u3067\u5e74\u53ce1000\u4e07\u300d\u3068\u9a12\u3050\u4e2d\u3001\u5b9f\u969b\u3069\u3046\u306a\u306e\u304b\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002\u5165\u793e4\u5e74\u76ee\u3067\u3059\u3002<\/p>\n<h2>1\u65e5\u306e\u4ed5\u4e8b\u5185\u5bb9<\/h2>\n<p>\u671d10\u6642\u306b\u30ea\u30e2\u30fc\u30c8\u3067\u52e4\u52d9\u958b\u59cb\uff08\u51fa\u793e\u306f\u90311\u56de\uff09\u3002Slack\u3067\u524d\u65e5\u306e\u30e2\u30c7\u30eb\u5b66\u7fd2\u7d50\u679c\u3084\u672c\u756a\u74b0\u5883\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u7cbe\u5ea6\u306e\u4f4e\u4e0b\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30a8\u30e9\u30fc\u304c\u306a\u3044\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3002<\/p>\n<p>\u5348\u524d\u4e2d\u306f\u30e2\u30c7\u30eb\u306e\u6539\u5584\u4f5c\u696d\u304c\u30e1\u30a4\u30f3\u3002Jupyter Notebook\u3067\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3084\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\u3002\u300c\u7cbe\u5ea6\u30921%\u4e0a\u3052\u308b\u305f\u3081\u306b3\u65e5\u304b\u3051\u308b\u300d\u307f\u305f\u3044\u306a\u5730\u5473\u306a\u4f5c\u696d\u306e\u9023\u7d9a\u3067\u3059\u3002<\/p>\n<p>\u5348\u5f8c\u306f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5411\u3051\u306ePoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u958b\u767a\u3002\u300c\u3053\u306e\u30c7\u30fc\u30bf\u3067AI\u306f\u4f55\u304c\u3067\u304d\u308b\u304b\u300d\u3092\u691c\u8a3c\u3057\u3066\u3001\u30ec\u30dd\u30fc\u30c8\u306b\u307e\u3068\u3081\u307e\u3059\u3002\u30c7\u30fc\u30bf\u304c\u6c5a\u3044\u3053\u3068\u304c8\u5272\u3067\u3001\u524d\u51e6\u7406\u3068\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u5927\u534a\u306e\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<p>\u5915\u65b9\u306fMLOps\u95a2\u9023\u306e\u4f5c\u696d\u3002\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u81ea\u52d5\u5316\u3084\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3001A\/B\u30c6\u30b9\u30c8\u306e\u8a2d\u8a08\u306a\u3069\u3002MLflow\u3084SageMaker\u3092\u4f7f\u3063\u3066\u3001\u30e2\u30c7\u30eb\u306e\u7ba1\u7406\u3068\u30c7\u30d7\u30ed\u30a4\u306e\u30d5\u30ed\u30fc\u3092\u6574\u5099\u3057\u3066\u3044\u307e\u3059\u3002\u8ad6\u6587\u8aad\u307f\u306e\u6642\u9593\u3082\u78ba\u4fdd\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u3066\u3001\u9031\u306b2\u301c3\u672c\u306farXiv\u306e\u65b0\u7740\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u3053\u306e\u4ed5\u4e8b\u3067\u304d\u3064\u304b\u3063\u305f\u3053\u3068<\/h2>\n<p>\u4e00\u756a\u304d\u3064\u304b\u3063\u305f\u306e\u306f\u300cAI\u3078\u306e\u904e\u5927\u306a\u671f\u5f85\u300d\u3068\u306e\u30ae\u30e3\u30c3\u30d7\u3067\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u300cAI\u3092\u5165\u308c\u308c\u3070\u58f2\u4e0a\u304c2\u500d\u306b\u306a\u308b\u3093\u3067\u3057\u3087\u300d\u3068\u8a00\u308f\u308c\u308b\u3053\u3068\u304c\u4f55\u5ea6\u3082\u3042\u308a\u307e\u3057\u305f\u3002\u73fe\u5b9f\u306f\u30c7\u30fc\u30bf\u306e\u8cea\u304c\u4f4e\u3051\u308c\u3070AI\u306f\u4f55\u3082\u3067\u304d\u306a\u3044\u3057\u3001\u7cbe\u5ea6100%\u306e\u30e2\u30c7\u30eb\u306a\u3093\u3066\u5b58\u5728\u3057\u306a\u3044\u3002\u305d\u306e\u8aac\u660e\u3092\u3057\u3066\u3082\u7406\u89e3\u3057\u3066\u3082\u3089\u3048\u305a\u3001\u300cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u306e\u306b\u4f7f\u3048\u306a\u3044\u300d\u3068\u8a00\u308f\u308c\u305f\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6280\u8853\u306e\u9032\u5316\u30b9\u30d4\u30fc\u30c9\u3082\u304d\u3064\u3044\u3002\u6bce\u6708\u306e\u3088\u3046\u306bSoTA\uff08\u6700\u5148\u7aef\uff09\u304c\u66f4\u65b0\u3055\u308c\u3001\u534a\u5e74\u524d\u306b\u6700\u65b0\u3060\u3063\u305f\u624b\u6cd5\u304c\u3082\u3046\u53e4\u3044\u3002\u8ad6\u6587\u3092\u8ffd\u3044\u7d9a\u3051\u306a\u3044\u3068\u53d6\u308a\u6b8b\u3055\u308c\u308b\u7126\u308a\u306f\u5e38\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u300cAI\u3067\u7a3c\u3052\u308b\u300d\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u306e\u88cf\u3067\u3001PoC\u3067\u7d42\u308f\u3063\u3066\u672c\u756a\u6295\u5165\u3055\u308c\u306a\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3082\u591a\u3044\u3002\u9811\u5f35\u3063\u3066\u4f5c\u3063\u305f\u30e2\u30c7\u30eb\u304c\u4f7f\u308f\u308c\u306a\u3044\u306e\u306f\u3001\u6b63\u76f4\u304b\u306a\u308a\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n<h2>\u3053\u306e\u4ed5\u4e8b\u3067\u826f\u304b\u3063\u305f\u3053\u3068<\/h2>\n<p>\u5e74\u53ce\u306f\u78ba\u304b\u306b\u9ad8\u3044\u3067\u3059\u30024\u5e74\u76ee\u3067700\u4e07\u5186\u3002\u540c\u5e74\u4ee3\u306eWeb\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u6bd4\u3079\u3066\u3082100\u4e07\u301c200\u4e07\u5186\u306f\u4e0a\u3067\u3059\u3002AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6c42\u4eba\u306f\u8ed2\u4e26\u307f\u9ad8\u5e74\u53ce\u3067\u3001\u8ee2\u8077\u3059\u308c\u3070\u3055\u3089\u306b\u4e0a\u3092\u72d9\u3048\u307e\u3059\u3002<\/p>\n<p>\u6280\u8853\u7684\u306a\u6df1\u3055\u306f\u4ed6\u306e\u8077\u7a2e\u306b\u306f\u306a\u3044\u9b45\u529b\u3067\u3059\u3002\u6570\u5b66\u30fb\u7d71\u8a08\u5b66\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u554f\u984c\u3092\u89e3\u304f\u30d7\u30ed\u30bb\u30b9\u306f\u77e5\u7684\u597d\u5947\u5fc3\u304c\u6e80\u305f\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u7387\u304c\u9ad8\u3044\u306e\u3082\u5b09\u3057\u3044\u30dd\u30a4\u30f3\u30c8\u3002\u90314\u30ea\u30e2\u30fc\u30c8\u3067\u901a\u52e4\u30b9\u30c8\u30ec\u30b9\u306f\u307b\u307c\u30bc\u30ed\u3002\u81ea\u7531\u306a\u50cd\u304d\u65b9\u304c\u3067\u304d\u308b\u4f01\u696d\u304c\u591a\u3044\u5370\u8c61\u3067\u3059\u3002<\/p>\n<h2>\u3053\u306e\u4ed5\u4e8b\u3092\u8f9e\u3081\u305f\u7406\u7531<\/h2>\n<p>\u73fe\u5728\u3082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AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u306e\u306b\u5b66\u6b74\u306f\u5fc5\u8981\uff1f<\/h3>\n<p>A. \u4fee\u58eb\u53f7\u304c\u3042\u308b\u3068\u6709\u5229\u3067\u3059\u304c\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u52d9\u7d4c\u9a13\u3084Kaggle\u3067\u306e\u6210\u7e3e\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u307b\u3046\u304c\u91cd\u8996\u3055\u308c\u308b\u50be\u5411\u3067\u3059\u3002\u6587\u7cfb\u51fa\u8eab\u3067\u3082\u72ec\u5b66\u3067\u8ee2\u8eab\u3057\u305f\u4eba\u306f\u3044\u307e\u3059\u3002<\/p>\n<h3>Q. AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e74\u53ce\u76f8\u5834\u306f\uff1f<\/h3>\n<p>A. 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