{"id":294931,"date":"2024-05-29T03:03:36","date_gmt":"2024-05-28T18:03:36","guid":{"rendered":"https:\/\/www.singapore-startup.com\/?p=294931"},"modified":"2024-05-29T03:41:02","modified_gmt":"2024-05-28T18:41:02","slug":"%e6%9c%80%e6%96%b0%e3%81%aegpt%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%83%aa%e3%83%b3%e3%82%b0%e6%8a%80%e8%a1%93%e3%81%a8%e3%81%9d%e3%81%ae","status":"publish","type":"post","link":"https:\/\/www.singapore-startup.com\/?p=294931","title":{"rendered":"\u6700\u65b0\u306eGPT\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6280\u8853\u3068\u305d\u306e\u6d3b\u7528\u6cd5"},"content":{"rendered":"<div class=\"aafe36d7afa19a8010513acdd90193c0\" data-index=\"1\" style=\"float: none; margin:0px 0 0px 0; text-align:center;\">\n<center>Sponsored Link<\/center>\r\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\r\n<!-- Article upper_singapore-startup.com -->\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block\"\r\n     data-ad-client=\"ca-pub-8303070969424899\"\r\n     data-ad-slot=\"5656608650\"\r\n     data-ad-format=\"rectangle\"><\/ins>\r\n<script>\r\n(adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n<h1>\u6700\u65b0\u306eGPT\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6280\u8853\uff1a2024\u5e74\u306e\u52d5\u5411\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h1>\n<h2>1. \u306f\u3058\u3081\u306b<\/h2>\n<p>\u3000\u8fd1\u5e74\u3001GPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLMs\uff09\u306f\u6025\u901f\u306b\u9032\u5316\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u306e\u5fdc\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u4f34\u3044\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u91cd\u8981\u6027\u3082\u5897\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u6700\u65b0\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>2. \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u790e<\/h2>\n<p>\u3000\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u6700\u9069\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u5165\u529b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5de5\u592b\u3059\u308b\u6280\u8853\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u304c\u3088\u308a\u6b63\u78ba\u3067\u6709\u7528\u306a\u3082\u306e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>2.1 \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u91cd\u8981\u6027<\/h3>\n<p>\u3000\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8cea\u306f\u3001\u751f\u6210\u3055\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u8cea\u306b\u76f4\u63a5\u5f71\u97ff\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u30a8\u30c3\u30d5\u30a7\u30eb\u5854\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u300c\u30a8\u30c3\u30d5\u30a7\u30eb\u5854\u306e\u6b74\u53f2\u3092\u8a9e\u3063\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u3001\u5f97\u3089\u308c\u308b\u5fdc\u7b54\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u524d\u8005\u306f\u7269\u7406\u7684\u306a\u8aac\u660e\u3092\u3001\u5f8c\u8005\u306f\u6b74\u53f2\u7684\u306a\u8a73\u7d30\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>3. \u6700\u65b0\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9<\/h2>\n<p>\u30002024\u5e74\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u65b0\u3057\u3044\u6280\u8853\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>3.1 \u9ad8\u5ea6\u306a\u6587\u8108\u7406\u89e3<\/h3>\n<p>\u3000\u6700\u65b0\u306eLLMs\u3001\u7279\u306bGPT-4\u4ee5\u964d\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u6587\u8108\u3068\u30cb\u30e5\u30a2\u30f3\u30b9\u306e\u7406\u89e3\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u8907\u96d1\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u89e3\u91c8\u3057\u3001\u6b63\u78ba\u304b\u3064\u8a73\u7d30\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u9032\u6b69\u306f\u3001\u591a\u69d8\u3067\u5e83\u7bc4\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u305f\u9ad8\u5ea6\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u65b9\u6cd5\u306b\u3088\u3063\u3066\u652f\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u200b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>3.2 \u9069\u5fdc\u7684\u30d7\u30ed\u30f3\u30d7\u30c8\u6280\u8853<\/h3>\n<p>\u3000\u9069\u5fdc\u7684\u30d7\u30ed\u30f3\u30d7\u30c8\u6280\u8853\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u30b9\u30bf\u30a4\u30eb\u3084\u597d\u307f\u306b\u5fdc\u3058\u3066AI\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u3092\u8abf\u6574\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u81ea\u7136\u3067\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u7c21\u6f54\u306a\u8cea\u554f\u3092\u597d\u3080\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u7c21\u6f54\u306a\u5fdc\u7b54\u3092\u3001\u8a73\u7d30\u306a\u8aac\u660e\u3092\u6c42\u3081\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u8a73\u7d30\u306a\u5fdc\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u200b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>3.3 \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/h3>\n<p>\u3000\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u753b\u50cf\u3084\u97f3\u58f0\u3082\u542b\u3080\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u51e6\u7406\u3067\u304d\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4eba\u9593\u306e\u77e5\u899a\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u8fd1\u3044\u5f62\u3067AI\u304c\u7406\u89e3\u3057\u3001\u5fdc\u7b54\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306f\u3001\u3088\u308a\u5305\u62ec\u7684\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306b\u5bc4\u4e0e\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>3.4 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316<\/h3>\n<p>\u3000\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\u6280\u8853\u306b\u3088\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6709\u52b9\u6027\u306b\u95a2\u3059\u308b\u5373\u6642\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304c\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u6280\u8853\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u660e\u78ba\u3055\u3001\u30d0\u30a4\u30a2\u30b9\u306e\u53ef\u80fd\u6027\u3001\u671b\u307e\u3057\u3044\u7d50\u679c\u3068\u306e\u6574\u5408\u6027\u3092\u8a55\u4fa1\u3057\u3001\u6539\u5584\u306e\u305f\u3081\u306e\u63d0\u6848\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u304b\u3089\u719f\u7df4\u8005\u307e\u3067\u3001\u3088\u308a\u52b9\u7387\u7684\u306b\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u200b<span class=\"\" data-state=\"closed\"><span class=\"text-token-text-secondary\"> <\/span><\/span>\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>4. \u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n<p>\u3000\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u52b9\u679c\u7684\u306b\u884c\u3046\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>4.1 \u660e\u78ba\u3067\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u4e0e\u3048\u308b<\/h3>\n<p>\u3000\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u660e\u78ba\u3067\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u4ee5\u4e0b\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u6307\u793a\u306f\u3001\u300c\u30a8\u30b3\u30ce\u30df\u30c3\u30af\u30c0\u30a6\u30f3\u30bf\u30fc\u30f3\u3092\u8003\u616e\u3057\u3066\u3001\u6295\u8cc7\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u6587\u8108\u60c5\u5831\u3092\u542b\u3080\u6307\u793a\u3088\u308a\u3082\u52b9\u679c\u304c\u4f4e\u3044\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>4.2 \u9023\u9396\u601d\u8003\u30d7\u30ed\u30f3\u30d7\u30c8\uff08Chain of Thought\uff09<\/h3>\n<p>\u3000\u9023\u9396\u601d\u8003\u30d7\u30ed\u30f3\u30d7\u30c8\uff08Chain of Thought, CoT\uff09\u306f\u3001AI\u30e2\u30c7\u30eb\u304c\u30bf\u30b9\u30af\u3092\u30b9\u30c6\u30c3\u30d7\u3054\u3068\u306b\u5206\u89e3\u3057\u3066\u89e3\u6c7a\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u3053\u306e\u624b\u6cd5\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u554f\u984c\u3084\u63a8\u8ad6\u30bf\u30b9\u30af\u304c\u3088\u308a\u52b9\u679c\u7684\u306b\u51e6\u7406\u3055\u308c\u307e\u3059\u3002Google\u304c\u63d0\u5531\u3057\u305f\u3053\u306e\u624b\u6cd5\u306f\u3001\u7279\u306b\u6570\u5b66\u3084\u5e38\u8b58\u63a8\u8ad6\u306b\u304a\u3044\u3066\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u200b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>4.3 \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u8a73\u7d30\u306a\u63d0\u4f9b<\/h3>\n<p>\u3000AI\u30e2\u30c7\u30eb\u306b\u8a73\u7d30\u306a\u80cc\u666f\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u3067\u95a2\u9023\u6027\u306e\u9ad8\u3044\u5fdc\u7b54\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u533b\u7642\u5206\u91ce\u3067\u306f\u3001\u60a3\u8005\u306e\u5c65\u6b74\u3084\u6cbb\u7642\u7d4c\u904e\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u542b\u3081\u308b\u3053\u3068\u3067\u3001AI\u304c\u975e\u5e38\u306b\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>4.4 \u4f1a\u8a71\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068\u30c8\u30fc\u30af\u30f3\u30a8\u30b3\u30ce\u30df\u30fc\u306e\u7ba1\u7406<\/h3>\n<p>\u3000\u4f1a\u8a71\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7ba1\u7406\u3068\u30c8\u30fc\u30af\u30f3\u30a8\u30b3\u30ce\u30df\u30fc\u306e\u6700\u9069\u5316\u306f\u3001AI\u306e\u5fdc\u7b54\u3092\u6b63\u78ba\u304b\u3064\u52b9\u7387\u7684\u306b\u4fdd\u3064\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30b9\u30ad\u30eb\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304b\u3089\u533b\u7642AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5fdc\u7528\u5206\u91ce\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>5. \u307e\u3068\u3081<\/h2>\n<p>\u3000\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u80fd\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u91cd\u8981\u306a\u6280\u8853\u3067\u3059\u3002\u6700\u65b0\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u52b9\u679c\u7684\u3067\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306aAI\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4eca\u5f8c\u3082\u3053\u306e\u5206\u91ce\u306f\u9032\u5316\u3092\u7d9a\u3051\u308b\u305f\u3081\u3001\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3068\u5b9f\u8df5\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3000\u3088\u308a\u8a73\u7d30\u306a\u60c5\u5831\u3084\u5b9f\u8df5\u7684\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u3064\u3044\u3066\u306f\u3001<span style=\"color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/www.datacamp.com\/\" style=\"color: #0000ff;\">DataCamp\u306e\u8a73\u7d30\u30ac\u30a4\u30c9<\/a><\/span>\u3084<span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/www.dataquest.io\/\" style=\"color: #0000ff; text-decoration: underline;\">Dataquest\u306e\u30b9\u30ad\u30eb\u30ac\u30a4\u30c9<\/a><\/span>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h1>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4ee3\u66ff\u6848\u3068\u5177\u4f53\u7684\u306a\u65b9\u6cd5<\/h1>\n<p>\u3000\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6700\u65b0\u6280\u8853\u306b\u95a2\u3059\u308b\u4e0a\u8a18\u306e\u89e3\u8aac\u306b\u6e80\u8db3\u3067\u304d\u306a\u304b\u3063\u305f\u5834\u5408\u3001\u4ed6\u306b\u3082\u591a\u304f\u306e\u65b9\u6cd5\u3067\u554f\u984c\u89e3\u6c7a\u304c\u53ef\u80fd\u3067\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u4eca\u3059\u3050\u8a66\u305b\u308b8\u3064\u4ee5\u4e0a\u306e\u4ee3\u66ff\u6848\u3092\u7d39\u4ecb\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u65b9\u6cd5\u3068\u7406\u7531\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>1. \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30c4\u30fc\u30eb\u306e\u6d3b\u7528<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u6700\u65b0\u306eNLP\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u3092\u5411\u4e0a\u3055\u305b\u3001\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u81ea\u52d5\u751f\u6210\u3084\u6539\u5584\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/huggingface.co\/\"><span style=\"text-decoration: underline; color: #0000ff;\">Hugging Face<\/span><\/a>\u306a\u3069\u306eNLP\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3057\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li>\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u9069\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/li>\n<li>\u30c4\u30fc\u30eb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u5f93\u3063\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8abf\u6574\u3068\u6539\u5584\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>2. AI\u30e2\u30c7\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u30e2\u30c7\u30eb\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u3067\u3001\u7279\u5b9a\u306e\u696d\u754c\u3084\u7528\u9014\u306b\u7279\u5316\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5fdc\u7b54\u306e\u7cbe\u5ea6\u3068\u95a2\u9023\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li>\u30c9\u30e1\u30a4\u30f3\u7279\u5316\u578b\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n<li><a target=\"_new\" rel=\"noreferrer noopener\">Google Cloud AI<\/a>\u3084<span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/azure.microsoft.com\/en-us\/services\/machine-learning\/\" style=\"color: #0000ff; text-decoration: underline;\">Azure Machine Learning<\/a><\/span>\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3057\u3066\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c7\u30d7\u30ed\u30a4\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li>\u7d99\u7d9a\u7684\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3068\u8a55\u4fa1\u3092\u901a\u3058\u3066\u3001\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>3. \u5171\u540c\u4f5c\u696d\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5229\u7528<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u4ed6\u306e\u5c02\u9580\u5bb6\u3068\u5354\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u5b66\u3073\u3001\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u52b9\u7387\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li><span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/\" style=\"color: #0000ff; text-decoration: underline;\">GitHub<\/a><\/span>\u3084<span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/slack.com\/\" style=\"color: #0000ff; text-decoration: underline;\">Slack<\/a><\/span>\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u53c2\u52a0\u3057\u3001\u77e5\u8b58\u3092\u5171\u6709\u3057\u307e\u3059\u3002<\/li>\n<li>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30a2\u30a4\u30c7\u30a2\u3084\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u4ea4\u63db\u3057\u307e\u3059\u3002<\/li>\n<li>\u5b9a\u671f\u7684\u306a\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3084\u30a6\u30a7\u30d3\u30ca\u30fc\u306b\u53c2\u52a0\u3057\u3001\u6700\u65b0\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u5b66\u3073\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>4. \u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u7ba1\u7406<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u826f\u8cea\u306a\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001AI\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u304c\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6210\u529f\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li>\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30ce\u30a4\u30ba\u3092\u9664\u53bb\u3057\u307e\u3059\u3002<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u691c\u51fa\u3057\u3001\u662f\u6b63\u3059\u308b\u305f\u3081\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/li>\n<li>\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u66f4\u65b0\u3057\u3001\u6700\u65b0\u306e\u60c5\u5831\u3092\u53cd\u6620\u3055\u305b\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>5. \u30e6\u30fc\u30b6\u30fc\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u6d3b\u7528<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6709\u52b9\u6027\u3092\u8a55\u4fa1\u3057\u3001\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5bfe\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53ce\u96c6\u3059\u308b\u305f\u3081\u306e\u8abf\u67fb\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u30ec\u30d3\u30e5\u30fc\u3084\u8a55\u4fa1\u3092\u5b9a\u671f\u7684\u306b\u5206\u6790\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6539\u5584\u70b9\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<li>\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u57fa\u3065\u3044\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8abf\u6574\u3057\u3001\u518d\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>6. \u7af6\u5408\u4ed6\u793e\u306e\u5206\u6790<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u7af6\u5408\u4ed6\u793e\u304c\u3069\u306e\u3088\u3046\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u5b9f\u8df5\u3057\u3066\u3044\u308b\u304b\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u305f\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li>\u7af6\u5408\u4ed6\u793e\u306e\u516c\u958b\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30e2\u30c7\u30eb\u3092\u8abf\u67fb\u3057\u307e\u3059\u3002<\/li>\n<li>\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3092\u5b9f\u65bd\u3057\u3001\u81ea\u793e\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/li>\n<li>\u512a\u308c\u305f\u5b9f\u8df5\u4f8b\u3092\u53c2\u8003\u306b\u3057\u3001\u81ea\u793e\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u9069\u7528\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>7. \u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3068\u6559\u80b2<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u306f\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u6700\u65b0\u306e\u77e5\u8b58\u3092\u5e38\u306b\u5b66\u3073\u7d9a\u3051\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/www.coursera.org\/\" style=\"color: #0000ff; text-decoration: underline;\">Coursera<\/a><\/span><\/span>\u3001<span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/www.edx.org\/\" style=\"color: #0000ff; text-decoration: underline;\">edX<\/a><\/span>\u3001<span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/www.udacity.com\/\" style=\"color: #0000ff; text-decoration: underline;\">Udacity<\/a><\/span>\u306a\u3069\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u3067\u7d99\u7d9a\u7684\u306b\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/li>\n<li>\u6700\u65b0\u306e\u7814\u7a76\u8ad6\u6587\u3084\u696d\u754c\u30ec\u30dd\u30fc\u30c8\u3092\u5b9a\u671f\u7684\u306b\u8aad\u3080\u7fd2\u6163\u3092\u3064\u3051\u307e\u3059\u3002<\/li>\n<li>\u5c02\u9580\u5bb6\u306e\u30bb\u30df\u30ca\u30fc\u3084\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u306b\u53c2\u52a0\u3057\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>8. \u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306e\u5c0e\u5165<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u306e\u52b9\u7387\u304c\u5411\u4e0a\u3057\u3001\u3088\u308a\u591a\u304f\u306e\u8a66\u884c\u932f\u8aa4\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li><span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/beta.openai.com\/\" style=\"color: #0000ff; text-decoration: underline;\">OpenAI API<\/a><\/span>\u3084<span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/platform.openai.com\/playground\" style=\"color: #0000ff; text-decoration: underline;\">GPT-3 Playground<\/a><\/span>\u3092\u5229\u7528\u3057\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002<\/li>\n<li>\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n<li>\u81ea\u52d5\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u3001\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>9. \u5206\u6790\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u52b9\u679c\u3092\u6e2c\u5b9a\u3057\u3001\u6539\u5584\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<li><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/analytics.google.com\/\">G<span style=\"text-decoration: underline; color: #0000ff;\">oogle Analytics<\/span><\/a>\u3084<span style=\"text-decoration: underline; color: #0000ff;\"><a target=\"_new\" rel=\"noreferrer noopener\" href=\"https:\/\/mixpanel.com\/\" style=\"color: #0000ff; text-decoration: underline;\">Mixpanel<\/a><\/span>\u306a\u3069\u306e\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002<\/li>\n<li>\u5b9a\u671f\u7684\u306b\u5206\u6790\u7d50\u679c\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6539\u5584\u7b56\u3092\u8b1b\u3058\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>10. \u30a8\u30b7\u30ab\u30ebAI\u306e\u5b9f\u8df5<\/h3>\n<p><strong>\u3000\u7406\u7531:<\/strong> \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\u502b\u7406\u7684\u306a\u914d\u616e\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u30d0\u30a4\u30a2\u30b9\u306e\u306a\u3044\u3001\u516c\u5e73\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u65b9\u6cd5:<\/strong><\/p>\n<ol>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u6f5c\u3080\u30d0\u30a4\u30a2\u30b9\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n<li>\u30a8\u30b7\u30ab\u30ebAI\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u53c2\u8003\u306b\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u306b\u53cd\u6620\u3055\u305b\u307e\u3059\u3002<\/li>\n<li>\u793e\u5185\u3067\u30a8\u30b7\u30ab\u30ebAI\u306b\u95a2\u3059\u308b\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>\u3000\u4ee5\u4e0a\u306e\u4ee3\u66ff\u6848\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u52b9\u679c\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3057\u3001AI\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u3001\u6700\u65b0\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u5fdc\u7528\u53ef\u80fd\u3067\u3059\uff01<\/p>\n<!--CusAds0-->\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u6700\u65b0\u306eGPT\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6280\u8853\uff1a2024\u5e74\u306e\u52d5\u5411\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9 1. \u306f\u3058\u3081\u306b \u3000\u8fd1\u5e74\u3001GPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLMs\uff09\u306f\u6025\u901f\u306b\u9032\u5316\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u306e\u5fdc\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u4f34\u3044&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[456419,456410,456397],"class_list":{"0":"post-294931","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-1","7":"tag-gpt-prompt-engineering","8":"tag-prompt-engineering-chatgpt","9":"tag-prompt-engineering-gpt","10":"article cf"},"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=\/wp\/v2\/posts\/294931","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=294931"}],"version-history":[{"count":2,"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=\/wp\/v2\/posts\/294931\/revisions"}],"predecessor-version":[{"id":294935,"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=\/wp\/v2\/posts\/294931\/revisions\/294935"}],"wp:attachment":[{"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=294931"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=294931"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.singapore-startup.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=294931"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}