{"id":311,"date":"2026-10-30T11:42:13","date_gmt":"2026-10-30T02:42:13","guid":{"rendered":"https:\/\/blog.himajin.ddo.jp\/?p=311"},"modified":"2026-11-05T07:29:01","modified_gmt":"2026-11-04T22:29:01","slug":"ai-engineering-from-scratch%e5%85%a5%e9%96%80%ef%bc%9a%e5%ad%a6%e3%81%b6%e9%a0%86%e7%95%aa%e3%82%92%e6%b1%ba%e3%82%81%e3%80%81%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%81%ae%e6%9d%a1%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/blog.himajin.ddo.jp\/?p=311","title":{"rendered":"AI Engineering from Scratch\u5165\u9580\uff1a\u5b66\u3076\u9806\u756a\u3092\u6c7a\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6761\u4ef6\u3092\u6574\u7406\u3059\u308b"},"content":{"rendered":"\n\r\n\r\n

AI\u3092\u4f7f\u3063\u305f\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u305f\u3044\u3051\u3069\u3001\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f\u3001\u691c\u7d22\u3001\u8a55\u4fa1\u306e\u3069\u3053\u304b\u3089\u5b66\u3079\u3070\u3048\u3048\u3093\u3084\u308d\u3002AI Engineering from Scratch<\/a>\u306f\u3001\u57fa\u790e\u304b\u3089LLM\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u307e\u3067\u306e\u6559\u6750\u3068\u30b3\u30fc\u30c9\u3092\u307e\u3068\u3081\u305f\u5b66\u7fd2\u7528\u30ea\u30dd\u30b8\u30c8\u30ea\u3084\u3067\u3002\u9053\u5177\u3092\u4e00\u3064\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u30a2\u30d7\u30ea\u3084\u306a\u304f\u3001\u5b66\u3073\u305f\u3044\u8a71\u984c\u304b\u3089\u30ec\u30c3\u30b9\u30f3\u3092\u9078\u3076\u6559\u6750\u3084\u3002<\/p>\r\n

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  1. \u516c\u5f0fREADME<\/a>\u3092\u958b\u304d\u3001Learning paths\u3092\u898b\u308b\u3002\u82f1\u8a9e\u304c\u82e6\u624b\u306a\u3089\u3001README\u5185\u306e\u65e5\u672c\u8a9e\u7248<\/a>\u3082\u9078\u3079\u308b\u3067\u3002\u7ffb\u8a33\u3068\u539f\u6587\u306e\u66f4\u65b0\u6642\u671f\u304c\u9055\u3046\u3053\u3068\u306f\u3042\u308b\u3002<\/li>
  2. LLM\u306e\u5165\u529b\u3092\u6539\u5584\u3059\u308b\u5b66\u7fd2\u4f8b\u3068\u3057\u3066\u3001Prompt Engineering\u306e\u30ec\u30c3\u30b9\u30f3<\/a>\u3092\u958b\u304f\u30022026\u5e7410\u670830\u65e5\u306e\u78ba\u8a8d\u3067\u306f\u3001\u30da\u30fc\u30b8\u306bPhase 11\u3001\u524d\u63d0\u3068\u306a\u308bPhase 10\u306e\u30ec\u30c3\u30b9\u30f3\u3001\u76ee\u5b89\u7d0490\u5206\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u305f\u3067\u3002<\/li>
  3. \u5b66\u7fd2\u76ee\u6a19\u3068\u300cThe Problem\u300d\u3092\u8aad\u307f\u3001\u66d6\u6627\u306a\u4f9d\u983c\u306b\u5bfe\u3057\u3066\u3001\u5bfe\u8c61\u8aad\u8005\u3001\u6587\u4f53\u3001\u9577\u3055\u3001\u51fa\u529b\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b\u4f8b\u3092\u898b\u6bd4\u3079\u308b\u3002\u5206\u304b\u3089\u306a\u3044\u7528\u8a9e\u306f\u76ee\u6b21\u3084\u524d\u63d0\u306e\u7ae0\u3078\u623b\u3063\u3066\u306a\u3002<\/li>
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    \u300c\u6848\u5185\u6587\u3092\u66f8\u3044\u3066\u300d\u3060\u3051\u3067\u306f\u4f55\u3092\u91cd\u8996\u3059\u308b\u304b\u5224\u65ad\u3057\u3065\u3089\u3044\u3051\u3069\u3001\u6761\u4ef6\u3092\u66f8\u3051\u3070\u3001\u51fa\u6765\u4e0a\u304c\u3063\u305f\u6587\u304c\u76ee\u7684\u306b\u5408\u3046\u304b\u81ea\u5206\u3067\u70b9\u691c\u3057\u3084\u3059\u3044\u3002\u3053\u308c\u306f\u6bd4\u8f03\u306e\u8003\u3048\u65b9\u3067\u3001\u56de\u7b54\u54c1\u8cea\u3084\u6240\u8981\u6642\u9593\u3092\u6e2c\u3063\u305f\u7d50\u679c\u3084\u306a\u3044\u3067\u3002\u5b9f\u969b\u306bAI\u3078\u9001\u308b\u3068\u304d\u306f\u500b\u4eba\u60c5\u5831\u3092\u5165\u308c\u305a\u3001\u8fd4\u7b54\u306b\u6761\u4ef6\u9055\u53cd\u3084\u4e8b\u5b9f\u306e\u9593\u9055\u3044\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3057\u3066\u306a\u3002<\/p>\r\n
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    1\u3064\u76ee\u306f\u76ee\u7684\u3084\u6761\u4ef6\u304c\u66d6\u6627\u3084\u30022\u3064\u76ee\u306f\u3001\u8aad\u307f\u624b\u3068\u78ba\u8a8d\u3059\u308b\u9805\u76ee\u3092\u5148\u306b\u6c7a\u3081\u3089\u308c\u308b\u3002\u305f\u3060\u3057\u300c\u96c6\u5408\u5834\u6240\u300d\u3068\u300c\u6301\u3061\u7269\u300d\u306e\u4e2d\u8eab\u306f\u307e\u3060\u6e21\u3057\u3066\u3078\u3093\u304b\u3089\u3001AI\u304c\u52dd\u624b\u306b\u4f4f\u6240\u3092\u66f8\u3044\u305f\u3089\u63a1\u7528\u305b\u305a\u78ba\u8a8d\u3059\u308b\u3093\u3084\u3002\u30ec\u30c3\u30b9\u30f3\u306ePrompt Engineering<\/a>\u306f\u5f79\u5272\u3001\u6587\u8108\u3001\u5236\u7d04\u3001\u51fa\u529b\u5f62\u5f0f\u3092\u5b66\u3076\u5165\u53e3\u3092\u793a\u3057\u3066\u3044\u308b\u3067\u3002<\/p>
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