{"id":324,"date":"2026-03-19T01:50:01","date_gmt":"2026-03-19T01:50:01","guid":{"rendered":"https:\/\/de-ai.media\/?p=324"},"modified":"2026-07-28T03:04:05","modified_gmt":"2026-07-28T03:04:05","slug":"ai%e3%81%af%e6%95%b5%e3%81%98%e3%82%83%e3%81%aa%e3%81%84%ef%bc%9f-%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%83%86%e3%82%a3%e3%82%b9%e3%83%88%e3%81%ae%e6%9c%aa%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/de-ai.media\/?p=324","title":{"rendered":"AI\u306f\u6575\u3058\u3083\u306a\u3044\uff1f \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u672a\u6765"},"content":{"rendered":"

AI\u306f\u6575\u3058\u3083\u306a\u3044\uff1f \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u672a\u6765<\/h1>\n

AI\u9032\u5316\u3068\u4ed5\u4e8b\u3078\u306e\u4e0d\u5b89<\/h2>\n

AI\u6280\u8853\u306e\u9032\u5316\u306f\u76ee\u899a\u307e\u3057\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002OpenAI\u306eGPT-4\u3084Google\u306eGemini\u306a\u3069\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u306f\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002
\n\u79c1\u305f\u3061\u306e\u4ed5\u4e8b\u304cAI\u306b\u596a\u308f\u308c\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3002\u305d\u3093\u306a\u6f20\u7136\u3068\u3057\u305f\u4e0d\u5b89\u3092\u611f\u3058\u308b\u65b9\u3082\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5b9f\u969b\u3001\u4e16\u754c\u7d4c\u6e08\u30d5\u30a9\u30fc\u30e9\u30e0\u306e\u5831\u544a\u3067\u306f\u30012025\u5e74\u307e\u3067\u306b8500\u4e07\u306e\u4ed5\u4e8b\u304cAI\u306b\u7f6e\u304d\u63db\u308f\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002
\n\u7279\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u3067\u306f\u3001\u3053\u306e\u61f8\u5ff5\u304c\u8a9e\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001AI\u306f\u79c1\u305f\u3061\u306e\u300c\u6575\u300d\u306a\u306e\u3067\u3057\u3087\u3046\u304b\u3002De:AI\u306f\u305d\u3046\u306f\u8003\u3048\u307e\u305b\u3093\u3002\u672a\u6765\u5fd7\u5411\u306e\u8996\u70b9\u304b\u3089\u3001\u305d\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308a\u307e\u3059\u3002<\/p>\n

AI\u304c\u3082\u305f\u3089\u3059\u52b9\u7387\u5316<\/h2>\n

AI\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u7279\u5b9a\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3084\u524d\u51e6\u7406\u3067\u3059\u3002\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3082AI\u304c\u5f97\u610f\u3068\u3059\u308b\u3068\u3053\u308d\u3067\u3059\u3002
\n\u5177\u4f53\u7684\u306b\u306f\u3001Tableau\u3084Power BI\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3068AI\u3092\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u4f5c\u696d\u304c80%\u77ed\u7e2e\u3055\u308c\u305f\u3068\u3044\u3046\u4e8b\u4f8b\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u53cd\u5fa9\u7684\u306a\u4f5c\u696d\u304b\u3089\u89e3\u653e\u3055\u308c\u307e\u3059\u3002
\nAI\u306f\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u79c1\u305f\u3061\u306e\u696d\u52d9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u5b58\u5728\u3067\u3059\u3002Python\u306ePandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3068AI\u3092\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u30c7\u30fc\u30bf\u6574\u5f62\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5f79\u5272\u9032\u5316<\/h2>\n

AI\u304c\u30eb\u30fc\u30c6\u30a3\u30f3\u30ef\u30fc\u30af\u3092\u62c5\u3046\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5f79\u5272\u306f\u9032\u5316\u3057\u307e\u3059\u3002\u3088\u308a\u9ad8\u5ea6\u306a\u5206\u6790\u3084\u6226\u7565\u7acb\u6848\u306b\u6642\u9593\u3092\u5272\u3051\u307e\u3059\u3002
\n\u4f8b\u3048\u3070\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5206\u91ce\u3067\u306f\u3001AI\u304c\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u305d\u306e\u7d50\u679c\u3092\u57fa\u306b\u52b9\u679c\u7684\u306a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u6226\u7565\u3092\u7acb\u6848\u3059\u308b\u3068\u3044\u3063\u305f\u5354\u696d\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002
\n\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306e\u672c\u8cea\u3092\u898b\u629c\u304d\u3001AI\u306e\u5206\u6790\u7d50\u679c\u3092\u89e3\u91c8\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u5177\u4f53\u7684\u306a\u65bd\u7b56\u3078\u3068\u843d\u3068\u3057\u8fbc\u3080\u3002\u3053\u308c\u306f\u4eba\u9593\u306a\u3089\u3067\u306f\u306e\u5275\u9020\u6027\u3068\u6d1e\u5bdf\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002
\n\u30c7\u30fc\u30bf\u502b\u7406\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u3068\u3044\u3063\u305f\u5074\u9762\u3082\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002GDPR\u3084\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001AI\u306b\u306f\u5224\u65ad\u3067\u304d\u306a\u3044\u3001\u4eba\u9593\u3089\u3057\u3044\u4fa1\u5024\u63d0\u4f9b\u304c\u6c42\u3081\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n

\u696d\u754c\u5225AI\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n

\u533b\u7642\u5206\u91ce<\/h3>\n

AI\u306b\u3088\u308b\u753b\u50cf\u8a3a\u65ad\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5354\u696d\u3067\u3001\u304c\u3093\u306e\u65e9\u671f\u767a\u898b\u7387\u304c30%\u5411\u4e0a\u3057\u305f\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u91d1\u878d\u5206\u91ce<\/h3>\n

\u4e0d\u6b63\u691c\u77e5\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3044\u3066\u3001AI\u304c\u7570\u5e38\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u305d\u306e\u80cc\u666f\u8981\u56e0\u3092\u5206\u6790\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u5c0f\u58f2\u696d\u754c<\/h3>\n

\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3067\u306f\u3001AI\u304c\u6d88\u8cbb\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3057\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u6700\u9069\u306a\u5546\u54c1\u914d\u7f6e\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

AI\u3068\u306e\u5171\u5275\u3067\u958b\u304f\u65b0\u305f\u306a\u6249<\/h2>\n

AI\u3068\u4eba\u304c\u5354\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u53ef\u80fd\u6027\u306f\u5927\u304d\u304f\u5e83\u304c\u308a\u307e\u3059\u3002AI\u304c\u9ad8\u901f\u306b\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3057\u307e\u3059\u3002
\n\u4eba\u306f\u305d\u306e\u7d50\u679c\u3092\u6df1\u304f\u8003\u5bdf\u3057\u3001\u65b0\u305f\u306a\u77e5\u898b\u3092\u751f\u307f\u51fa\u3059\u306e\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u308c\u307e\u3067\u898b\u904e\u3054\u3055\u308c\u3066\u3044\u305f\u30d3\u30b8\u30cd\u30b9\u30c1\u30e3\u30f3\u30b9\u304c\u898b\u3064\u304b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002
\n\u5b9f\u969b\u3001\u3042\u308bEC\u30b5\u30a4\u30c8\u3067\u306fAI\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5354\u696d\u306b\u3088\u308a\u3001\u9867\u5ba2\u306e\u96a0\u308c\u305f\u30cb\u30fc\u30ba\u3092\u767a\u898b\u3057\u3001\u58f2\u4e0a\u309215%\u5897\u52a0\u3055\u305b\u305f\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002
\n\u793e\u4f1a\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u3082\u8ca2\u732e\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002\u6c17\u5019\u5909\u52d5\u5bfe\u7b56\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u3001\u8907\u96d1\u306a\u554f\u984c\u3078\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002
\nAI\u306f\u79c1\u305f\u3061\u306e\u80fd\u529b\u3092\u62e1\u5f35\u3057\u3001\u672a\u6765\u3092\u5171\u5275\u3059\u308b\u30d1\u30fc\u30c8\u30ca\u30fc\u3067\u3059\u3002<\/p>\n

\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u306e\u5909\u5316<\/h2>\n

\u6280\u8853\u30b9\u30ad\u30eb<\/h3>\n

Python\u3084R\u306b\u52a0\u3048\u3001AI\u30e2\u30c7\u30eb\u306e\u7406\u89e3\u3068\u64cd\u4f5c\u30b9\u30ad\u30eb\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002TensorFlow\u3084PyTorch\u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u77e5\u8b58\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n

\u30d3\u30b8\u30cd\u30b9\u30b9\u30ad\u30eb<\/h3>\n

AI\u306e\u5206\u6790\u7d50\u679c\u3092\u7d4c\u55b6\u6226\u7565\u306b\u843d\u3068\u3057\u8fbc\u3080\u80fd\u529b\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u30b9\u30ad\u30eb\u304c\u4fa1\u5024\u3092\u751f\u307f\u307e\u3059\u3002<\/p>\n

\u502b\u7406\u30b9\u30ad\u30eb<\/h3>\n

AI\u306e\u30d0\u30a4\u30a2\u30b9\u691c\u51fa\u3084\u8aac\u660e\u8cac\u4efb\uff08\u30a2\u30ab\u30a6\u30f3\u30bf\u30d3\u30ea\u30c6\u30a3\uff09\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u4e0d\u5b89\u3092\u5e0c\u671b\u306b\u5909\u3048\u308b\u305f\u3081\u306b<\/h2>\n

AI\u306e\u9032\u5316\u306f\u3001\u79c1\u305f\u3061\u306b\u5909\u5316\u3092\u4fc3\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u308c\u306f\u8105\u5a01\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u65b0\u305f\u306a\u5b66\u3073\u306e\u6a5f\u4f1a\u3067\u3042\u308a\u3001\u30ad\u30e3\u30ea\u30a2\u3092\u8c4a\u304b\u306b\u3059\u308b\u30c1\u30e3\u30f3\u30b9\u3067\u3059\u3002
\n\u7c73\u56fd\u52b4\u50cd\u7d71\u8a08\u5c40\u306e\u4e88\u6e2c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u9700\u8981\u306f2030\u5e74\u307e\u3067\u306b36%\u6210\u9577\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002AI\u3092\u7406\u89e3\u3057\u3001\u4f7f\u3044\u3053\u306a\u3059\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u307e\u3057\u3087\u3046\u3002
\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u672a\u6765\u306f\u3001AI\u3068\u5171\u306b\u8f1d\u304f\u3067\u3057\u3087\u3046\u3002\u79c1\u305f\u3061\u306f\u3001AI\u3068\u306e\u5354\u8abf\u3067\u3001\u3088\u308a\u826f\u3044\u793e\u4f1a\u3092\u7bc9\u3051\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n

\u5177\u4f53\u7684\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3<\/h2>\n
    \n
  1. AI\u30c4\u30fc\u30eb\u306e\u5b9f\u8df5\u7684\u5b66\u7fd2\uff1aGoogle Colab\u3067\u30cf\u30f3\u30ba\u30aa\u30f3\u4f53\u9a13<\/li>\n
  2. \u696d\u754c\u5225\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u306e\u7814\u7a76\uff1a\u6210\u529f\u4e8b\u4f8b\u304b\u3089\u5b66\u3076<\/li>\n
  3. \u502b\u7406\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3078\u306e\u53c2\u52a0\uff1a\u8cac\u4efb\u3042\u308bAI\u6d3b\u7528\u3092\u8003\u3048\u308b<\/li>\n
  4. \u30d3\u30b8\u30cd\u30b9\u30b9\u30ad\u30eb\u306e\u5411\u4e0a\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3092\u78e8\u304f<\/li>\n
  5. \u7d99\u7d9a\u7684\u306a\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\uff1aCoursera\u3084Udemy\u306e\u6d3b\u7528<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

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