{"id":17319,"date":"2026-07-17T02:52:25","date_gmt":"2026-07-16T17:52:25","guid":{"rendered":"https:\/\/genai-ai.co.jp\/ai-kanri\/?p=17319"},"modified":"2026-07-17T02:52:25","modified_gmt":"2026-07-16T17:52:25","slug":"cc-ml-features","status":"publish","type":"post","link":"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-ml-features\/","title":{"rendered":"\u30102026\u5e747\u6708\u6700\u65b0\u3011\u7279\u5fb4\u91cf\u3068\u306f\uff1f\u76ee\u7684\u5909\u6570\u30fb\u8aac\u660e\u5909\u6570\u3068\u306e\u9055\u3044\u3068\u6a5f\u68b0\u5b66\u7fd2\u3067\u306e\u91cd\u8981\u6027\uff5cClaude Code\u3067\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u81ea\u52d5\u5316\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<style>\n.g-flow-row{display:flex;gap:8px;justify-content:center;flex-wrap:wrap;align-items:center;}\n.g-flow-item{background:linear-gradient(135deg,#1a1a1a,#2a1015);color:#fff;border-radius:8px;padding:16px 14px;min-width:130px;flex:1;text-align:center;}\n.g-flow-arrow{color:#dc2626;font-size:20px;font-weight:700;}\n.g-card-row{display:flex;gap:12px;flex-wrap:wrap;margin:0 0 32px;}\n.g-card-row>div{flex:1;min-width:220px;}\n@media(max-width:600px){\n  .g-flow-row{flex-direction:column;}\n  .g-flow-arrow{transform:rotate(90deg);}\n  .g-card-row{flex-direction:column;}\n  .g-card-row>div{min-width:100%;}\n}\n<\/style>\n\n\n\n<div style=\"margin:0 0 32px;\">\n  <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/07\/thumb-cc-ml-features.jpg\" alt=\"\u30102026\u5e747\u6708\u6700\u65b0\u3011\u7279\u5fb4\u91cf\u3068\u306f\uff1f\u76ee\u7684\u5909\u6570\u30fb\u8aac\u660e\u5909\u6570\u3068\u306e\u9055\u3044\u3068\u6a5f\u68b0\u5b66\u7fd2\u3067\u306e\u91cd\u8981\u6027\uff5cClaude Code\u3067\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u81ea\u52d5\u5316\u3059\u308b\u65b9\u6cd5\" style=\"width:100%;height:auto;border-radius:12px;display:block;\">\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-radius:12px;padding:24px 28px;margin:0 0 32px;border-left:4px solid #dc2626;\">\n  <p style=\"font-size:15px;font-weight:700;color:#1a1a1a;margin:0 0 16px;\">\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9<\/p>\n  <ol style=\"margin:0;padding-left:20px;font-size:14px;line-height:2.2;list-style:none;\">\n    <li><a href=\"#sec-01\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">01<\/span>\u7279\u5fb4\u91cf\u3068\u306f\u4f55\u304b\uff08\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff09<\/a><\/li>\n    <li><a href=\"#sec-02\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">02<\/span>\u76ee\u7684\u5909\u6570\u30fb\u8aac\u660e\u5909\u6570\u3068\u306e\u9055\u3044<\/a><\/li>\n    <li><a href=\"#sec-03\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">03<\/span>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u6027<\/a><\/li>\n    <li><a href=\"#sec-04\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">04<\/span>\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u624b\u6cd5<\/a><\/li>\n    <li><a href=\"#sec-05\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">05<\/span>\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u7279\u5fb4\u91cf<\/a><\/li>\n    <li><a href=\"#sec-06\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">06<\/span>\u3010\u72ec\u81ea\u3011Claude Code\u3067\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u81ea\u52d5\u5316\u3059\u308b<\/a><\/li>\n    <li><a href=\"#sec-07\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">07<\/span>\u3010GENAI\u4e8b\u4f8b\u3011\u7279\u5fb4\u91cf\u8a2d\u8a08\u3067\u6210\u679c\u3092\u51fa\u3057\u305f\u5b9f\u4f8b<\/a><\/li>\n    <li><a href=\"#sec-08\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">08<\/span>\u307e\u3068\u3081<\/a><\/li>\n    <li><a href=\"#faq\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">FAQ<\/span>\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li>\n  <\/ol>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u6a5f\u68b0\u5b66\u7fd2\u306e\u52c9\u5f37\u3092\u3057\u3066\u3044\u305f\u3089\"\u7279\u5fb4\u91cf\"\u3068\u3044\u3046\u8a00\u8449\u304c\u51fa\u3066\u304d\u305f\u300d\u300cAI\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u306b\u306f\u7279\u5fb4\u91cf\u304c\u5927\u4e8b\u3060\u3068\u805e\u3044\u305f\u304c\u3001\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u300d\u2014\u2014\u3053\u306e\u3088\u3046\u306a\u60a9\u307f\u3092\u6301\u3064\u65b9\u306e\u305f\u3081\u306b\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f<strong>\u7279\u5fb4\u91cf\u3068\u306f\u4f55\u304b<\/strong>\u3092\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u308f\u304b\u308b\u3088\u3046\u306b\u4e01\u5be7\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5fb4\u91cf\uff08Feature\uff09\u306f\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u30e2\u30c7\u30eb\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6982\u5ff5\u3067\u3059\u3002\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3092AI\u306b\u4e0e\u3048\u308b\u304b\u300d\u3092\u8a2d\u8a08\u3059\u308b\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306b\u76f4\u63a5\u5f71\u97ff\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u6982\u5ff5\u306f\u300c\u76ee\u7684\u5909\u6570\u300d\u300c\u8aac\u660e\u5909\u6570\u300d\u306a\u3069\u306e\u4f3c\u305f\u7528\u8a9e\u3068\u6df7\u5728\u3057\u3084\u3059\u304f\u3001\u6574\u7406\u3057\u3066\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u7279\u5fb4\u91cf\u306e\u57fa\u790e\u304b\u3089\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b9f\u8df5\u624b\u6cd5\u3001\u305d\u3057\u3066<strong>Claude Code\u3092\u4f7f\u3063\u3066\u7279\u5fb4\u91cf\u306e\u524d\u51e6\u7406\u30fb\u9078\u629e\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u81ea\u52d5\u5316\u3059\u308b\u6700\u65b0\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u307e\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u7279\u5fb4\u91cf\u300d\u3068\u3044\u3046\u8a00\u8449\u306f\u96e3\u3057\u305d\u3046\u306b\u805e\u3053\u3048\u307e\u3059\u304c\u3001\u672c\u8cea\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002\u300cAI\u306b\u5b66\u7fd2\u3055\u305b\u308b\u30c7\u30fc\u30bf\u306e\u3069\u306e\u90e8\u5206\u3092\u4f7f\u3046\u304b\u300d\u2014\u2014\u305d\u308c\u304c\u7279\u5fb4\u91cf\u306e\u554f\u3044\u3067\u3059\u3002\u4f8b\u3048\u3070\u300c\u9867\u5ba2\u304c\u96e2\u8131\u3059\u308b\u304b\u3069\u3046\u304b\u300d\u3092\u4e88\u6e2c\u3059\u308bAI\u3092\u4f5c\u308b\u306a\u3089\u3001\u9867\u5ba2\u306e\u5e74\u9f62\u30fb\u5229\u7528\u983b\u5ea6\u30fb\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u65e5\u30fb\u8cfc\u5165\u91d1\u984d\u306a\u3069\u304c\u300c\u7279\u5fb4\u91cf\u300d\u306b\u306a\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u304c\u4e0b\u624b\u3060\u3068\u3001\u3069\u308c\u3060\u3051\u9ad8\u5ea6\u306aAI\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3082\u7cbe\u5ea6\u304c\u51fa\u307e\u305b\u3093\u3002\u9006\u306b\u7279\u5fb4\u91cf\u304c\u9069\u5207\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30e2\u30c7\u30eb\u3067\u3082\u9ad8\u3044\u7cbe\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u5f0a\u793e\u306eAI\u5c0e\u5165\u652f\u63f4\u3067\u3082\u3001\u300c\u30e2\u30c7\u30eb\u3088\u308a\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u304c\u5148\u300d\u3068\u5fc5\u305a\u304a\u4f1d\u3048\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u7279\u5fb4\u91cf\u3068\u306f\u4f55\u304b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u7406\u89e3\u3059\u308b<\/strong>\uff08\u6559\u79d1\u66f8\u7684\u306a\u5b9a\u7fa9+\u65e5\u5e38\u8a9e\u3067\u306e\u8aac\u660e\uff09<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u76ee\u7684\u5909\u6570\u30fb\u8aac\u660e\u5909\u6570\u3068\u306e\u9055\u3044\u3068\u95a2\u4fc2<\/strong><\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306b\u7279\u5fb4\u91cf\u304c\u3069\u3046\u5f71\u97ff\u3059\u308b\u304b<\/strong><\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4e3b\u8981\u624b\u6cd5\uff08\u9078\u629e\u30fb\u5909\u63db\u30fb\u751f\u6210\uff09<\/strong><\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>Claude Code\u3092\u4f7f\u3063\u305f\u7279\u5fb4\u91cf\u51e6\u7406\u306e\u81ea\u52d5\u5316\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong><\/span><\/div>\n\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-01\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">01<\/span>\n  <span class=\"section-label\" style=\"display:block;\">WHAT IS FEATURE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u7279\u5fb4\u91cf\u3068\u306f\u4f55\u304b\uff08\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff09<\/span>\n  <span class=\"section-desc\">AI\u304c\u5b66\u7fd2\u306b\u4f7f\u3046\u300c\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u300d\u3092\u6570\u5024\u3067\u8868\u3057\u305f\u3082\u306e<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5fb4\u91cf\uff08Feature \/ \u7279\u5fb4\uff09\u3068\u306f\u3001<strong>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u30fb\u4e88\u6e2c\u306b\u4f7f\u7528\u3059\u308b\u5165\u529b\u30c7\u30fc\u30bf\u306e\u5c5e\u6027\u30fb\u5909\u6570<\/strong>\u306e\u3053\u3068\u3067\u3059\u3002AI\u306b\u300c\u899a\u3048\u3055\u305b\u308b\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u6570\u5024\u5316\u3057\u305f\u3082\u306e\u300d\u3068\u8003\u3048\u308b\u3068\u308f\u304b\u308a\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3092\u4f7f\u3063\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u300c\u5bb6\u306e\u4fa1\u683c\u3092\u4e88\u6e2c\u3059\u308bAI\u300d\u3092\u4f5c\u308b\u5834\u5408\u3001AI\u304c\u53c2\u8003\u306b\u3059\u308b\u30c7\u30fc\u30bf\u3068\u3057\u3066\u300c\u9762\u7a4d\uff08\u33a1\uff09\u300d\u300c\u7bc9\u5e74\u6570\uff08\u5e74\uff09\u300d\u300c\u99c5\u304b\u3089\u306e\u8ddd\u96e2\uff08\u5206\uff09\u300d\u300c\u90e8\u5c4b\u6570\u300d\u300c\u6240\u5728\u5730\u306e\u30a8\u30ea\u30a2\u30b3\u30fc\u30c9\u300d\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u304c\u3059\u3079\u3066\u300c\u7279\u5fb4\u91cf\u300d\u3067\u3059\u3002AI\u306f\u3053\u308c\u3089\u306e\u7279\u5fb4\u91cf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u300c\u3053\u3046\u3044\u3046\u30c7\u30fc\u30bf\u306e\u7d44\u307f\u5408\u308f\u305b\u306a\u3089\u4fa1\u683c\u306f\u3053\u306e\u7a0b\u5ea6\u300d\u3068\u3044\u3046\u95a2\u4fc2\u6027\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u7279\u5fb4\u91cf\uff08Feature\uff09<\/strong>\uff1a\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3078\u306e\u5165\u529b\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306e\u5c5e\u6027\u30fb\u5909\u6570\u306e\u3053\u3068\u3002\u82f1\u8a9e\u3067\u306f \"Feature\" \u3068\u547c\u3076\u3002\u5bb6\u306e\u4fa1\u683c\u4e88\u6e2c\u3067\u3042\u308c\u3070\u300c\u9762\u7a4d\u30fb\u7bc9\u5e74\u6570\u30fb\u99c5\u8ddd\u96e2\u300d\u3001\u9867\u5ba2\u96e2\u8131\u4e88\u6e2c\u3067\u3042\u308c\u3070\u300c\u5229\u7528\u983b\u5ea6\u30fb\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u65e5\u30fb\u8cfc\u5165\u91d1\u984d\u300d\u306a\u3069\u304c\u7279\u5fb4\u91cf\u306b\u3042\u305f\u308b\u3002\u7279\u5fb4\u91cf\u306e\u8cea\u3068\u91cf\u304c\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b\u305f\u3081\u3001\u3069\u306e\u7279\u5fb4\u91cf\u3092\u4f7f\u3046\u304b\u306e\u8a2d\u8a08\uff08\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff09\u306f\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u91cd\u8981\u306a\u5de5\u7a0b\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">1-1. \u7279\u5fb4\u91cf\u306e\u4f8b\uff08\u696d\u7a2e\u5225\uff09<\/h3>\n\n\n\n<table>\n<thead><tr><th>\u7528\u9014<\/th><th>\u4e88\u6e2c\u3057\u305f\u3044\u3053\u3068<\/th><th>\u4f7f\u3046\u7279\u5fb4\u91cf\u306e\u4f8b<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>EC\u30fb\u901a\u8ca9<\/td><td>\u6b21\u306e\u8cfc\u5165\u4e88\u6e2c<\/td><td>\u8cfc\u5165\u983b\u5ea6\u30fb\u6700\u7d42\u8cfc\u5165\u65e5\u30fb\u8cfc\u5165\u91d1\u984d\u30fb\u30ab\u30c6\u30b4\u30ea\u5c65\u6b74<\/td><\/tr>\n<tr><td>\u55b6\u696d\u30fbCRM<\/td><td>\u5546\u8ac7\u306e\u6210\u7d04\u78ba\u7387<\/td><td>\u5546\u8ac7\u56de\u6570\u30fb\u5546\u8ac7\u671f\u9593\u30fb\u62c5\u5f53\u8005\u30fb\u696d\u7a2e\u30fb\u5f93\u696d\u54e1\u6570<\/td><\/tr>\n<tr><td>\u4eba\u4e8b\u30fb\u63a1\u7528<\/td><td>\u63a1\u7528\u5f8c\u306e\u6d3b\u8e8d\u4e88\u6e2c<\/td><td>\u7d4c\u9a13\u5e74\u6570\u30fb\u8077\u7a2e\u30fb\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u30fb\u524d\u8077\u306e\u5728\u7c4d\u5e74\u6570<\/td><\/tr>\n<tr><td>\u91d1\u878d\u30fb\u4e0e\u4fe1<\/td><td>\u878d\u8cc7\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u4e88\u6e2c<\/td><td>\u5e74\u53ce\u30fb\u501f\u5165\u6b8b\u9ad8\u30fb\u5c31\u52b4\u5e74\u6570\u30fb\u904e\u53bb\u306e\u8fd4\u6e08\u5c65\u6b74<\/td><\/tr>\n<tr><td>\u88fd\u9020\u30fb\u54c1\u8cea\u7ba1\u7406<\/td><td>\u4e0d\u826f\u54c1\u306e\u691c\u51fa<\/td><td>\u6e29\u5ea6\u30fb\u5727\u529b\u30fb\u6a5f\u68b0\u7a3c\u50cd\u6642\u9593\u30fb\u751f\u7523\u30ed\u30c3\u30c8\u756a\u53f7<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u7279\u5fb4\u91cf\u3092\u300c\u5c31\u8077\u9762\u63a5\u3067\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u300d\u306b\u4f8b\u3048\u308b\u3068\u7406\u89e3\u3057\u3084\u3059\u3044\u3067\u3059\u3002\u9762\u63a5\u5b98\u304c\u5019\u88dc\u8005\u306e\u300c\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u30fb\u5c02\u9580\u77e5\u8b58\u30fb\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u30fb\u524d\u8077\u3067\u306e\u5b9f\u7e3e\u300d\u306a\u3069\u3092\u70b9\u6570\u5316\u3057\u3066\u8a55\u4fa1\u3059\u308b\u3088\u3046\u306b\u3001AI\u306f\u7279\u5fb4\u91cf\uff08\u6570\u5024\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\uff09\u3092\u5143\u306b\u4e88\u6e2c\u3084\u5224\u65ad\u3092\u884c\u3044\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-02\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">02<\/span>\n  <span class=\"section-label\" style=\"display:block;\">VARIABLES<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u76ee\u7684\u5909\u6570\u30fb\u8aac\u660e\u5909\u6570\u3068\u306e\u9055\u3044<\/span>\n  <span class=\"section-desc\">\u6df7\u4e71\u3057\u3084\u3059\u30443\u3064\u306e\u7528\u8a9e\u306e\u95a2\u4fc2\u3092\u6574\u7406\u3059\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u6587\u8108\u3067\u306f\u300c\u7279\u5fb4\u91cf\u300d\u300c\u76ee\u7684\u5909\u6570\u300d\u300c\u8aac\u660e\u5909\u6570\u300d\u3068\u3044\u30463\u3064\u306e\u7528\u8a9e\u304c\u3088\u304f\u767b\u5834\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u4f3c\u3066\u3044\u308b\u3088\u3046\u3067\u5f79\u5272\u304c\u9055\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u76ee\u7684\u5909\u6570\uff08\u30bf\u30fc\u30b2\u30c3\u30c8\u5909\u6570\uff09<\/strong>\uff1a\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u300c\u4e88\u6e2c\u3057\u305f\u3044\u3082\u306e\u300d\u306e\u3053\u3068\u3002\u82f1\u8a9e\u3067\u306f \"Target Variable\" \u3068\u3082\u547c\u3076\u3002\u5bb6\u306e\u4fa1\u683c\u4e88\u6e2c\u3067\u3042\u308c\u3070\u300c\u4fa1\u683c\uff08\u5186\uff09\u300d\u3001\u9867\u5ba2\u96e2\u8131\u4e88\u6e2c\u306a\u3089\u300c\u96e2\u8131\u3059\u308b\u304b\u3069\u3046\u304b\uff080\/1\uff09\u300d\u304c\u76ee\u7684\u5909\u6570\u3002\u30e2\u30c7\u30eb\u306f\u3053\u306e\u5024\u3092\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u8aac\u660e\u5909\u6570\uff08\u5165\u529b\u5909\u6570\uff09<\/strong>\uff1a\u76ee\u7684\u5909\u6570\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u4f7f\u3046\u30c7\u30fc\u30bf\u306e\u5909\u6570\u306e\u3053\u3068\u3002\u82f1\u8a9e\u3067\u306f \"Independent Variable\" \u3068\u3082\u547c\u3076\u3002\u5bb6\u306e\u4fa1\u683c\u4e88\u6e2c\u3067\u3042\u308c\u3070\u300c\u9762\u7a4d\u30fb\u7bc9\u5e74\u6570\u30fb\u99c5\u8ddd\u96e2\u300d\u306a\u3069\u304c\u8aac\u660e\u5909\u6570\u3002\u7279\u5fb4\u91cf\u3068\u8aac\u660e\u5909\u6570\u306f\u591a\u304f\u306e\u5834\u5408\u307b\u307c\u540c\u3058\u610f\u5473\u3067\u4f7f\u308f\u308c\u308b\u304c\u3001\u300c\u7279\u5fb4\u91cf\u300d\u306e\u65b9\u304c\u3088\u308a\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u306e\u6587\u8108\u3067\u4f7f\u308f\u308c\u308b\u8a00\u8449\u3002<\/p>\n<\/div>\n\n\n\n<table>\n<thead><tr><th>\u7528\u8a9e<\/th><th>\u5f79\u5272<\/th><th>\u4f8b\uff08\u5bb6\u306e\u4fa1\u683c\u4e88\u6e2c\uff09<\/th><th>\u5225\u540d<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u76ee\u7684\u5909\u6570<\/td><td>\u4e88\u6e2c\u3057\u305f\u3044\u5024<\/td><td>\u5bb6\u306e\u4fa1\u683c\uff08\u5186\uff09<\/td><td>\u30bf\u30fc\u30b2\u30c3\u30c8\u5909\u6570\u30fb\u30e9\u30d9\u30eb<\/td><\/tr>\n<tr><td>\u8aac\u660e\u5909\u6570<\/td><td>\u4e88\u6e2c\u306b\u4f7f\u3046\u5909\u6570<\/td><td>\u9762\u7a4d\u30fb\u7bc9\u5e74\u6570\u30fb\u99c5\u8ddd\u96e2<\/td><td>\u5165\u529b\u5909\u6570\u30fb\u72ec\u7acb\u5909\u6570<\/td><\/tr>\n<tr><td>\u7279\u5fb4\u91cf<\/td><td>\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3046\u5165\u529b\u5909\u6570<\/td><td>\u9762\u7a4d\u30fb\u7bc9\u5e74\u6570\u30fb\u99c5\u8ddd\u96e2\uff08\u52a0\u5de5\u5f8c\u3082\u542b\u3080\uff09<\/td><td>Feature<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u8aac\u660e\u5909\u6570\u300d\u3068\u300c\u7279\u5fb4\u91cf\u300d\u306f\u975e\u5e38\u306b\u4f3c\u305f\u6982\u5ff5\u3067\u3059\u304c\u3001\u30cb\u30e5\u30a2\u30f3\u30b9\u306e\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u8aac\u660e\u5909\u6570\u306f\u300c\u5143\u3005\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5b58\u5728\u3059\u308b\u5909\u6570\u300d\u3092\u6307\u3059\u3053\u3068\u304c\u591a\u3044\u4e00\u65b9\u3001\u7279\u5fb4\u91cf\u306f\u300c\u5143\u306e\u5909\u6570\u3092\u52a0\u5de5\u30fb\u5909\u63db\u3057\u3066\u4f5c\u308a\u51fa\u3057\u305f\u3082\u306e\u300d\u3082\u542b\u307f\u307e\u3059\u3002\u4f8b\u3048\u3070\u300c\u7bc9\u5e74\u6570\u300d\u3068\u3044\u3046\u5909\u6570\u304b\u3089\u300c\u7bc9\u5f8c10\u5e74\u4ee5\u5185\u304b\u3069\u3046\u304b\uff080\/1\uff09\u300d\u3068\u3044\u3046\u65b0\u3057\u3044\u5909\u6570\u3092\u4f5c\u3063\u305f\u5834\u5408\u3001\u5f8c\u8005\u3082\u7279\u5fb4\u91cf\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u52a0\u5de5\u4f5c\u696d\u3092\u300c\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u7279\u5fb4\u91cf \u2252 \u8aac\u660e\u5909\u6570\u300d\u3068\u899a\u3048\u3066\u304a\u3044\u3066\u307b\u307c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002\u3088\u308a\u6b63\u78ba\u306b\u8a00\u3046\u3068\u300c\u7279\u5fb4\u91cf\u306f\u8aac\u660e\u5909\u6570\u3092\u542b\u3080\u3001\u3088\u308a\u5e83\u3044\u6982\u5ff5\u300d\u3067\u3059\u3002\u5143\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u3066\u4f5c\u3063\u305f\u6d3e\u751f\u5909\u6570\u3082\u7279\u5fb4\u91cf\u306b\u542b\u307e\u308c\u308b\u3068\u3044\u3046\u70b9\u304c\u9055\u3044\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-03\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">03<\/span>\n  <span class=\"section-label\" style=\"display:block;\">IMPORTANCE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u6027<\/span>\n  <span class=\"section-desc\">\u300c\u30e2\u30c7\u30eb\u3088\u308a\u7279\u5fb4\u91cf\u304c\u5927\u4e8b\u300d\u3068\u8a00\u308f\u308c\u308b\u7406\u7531<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e16\u754c\u306b\u306f\u300cGarbage In, Garbage Out\uff08\u30b4\u30df\u3092\u5165\u308c\u308c\u3070\u30b4\u30df\u304c\u51fa\u308b\uff09\u300d\u3068\u3044\u3046\u683c\u8a00\u304c\u3042\u308a\u307e\u3059\u3002\u3069\u308c\u3060\u3051\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3082\u3001<strong>\u7279\u5fb4\u91cf\u306e\u8cea\u304c\u4f4e\u3051\u308c\u3070\u7cbe\u5ea6\u306f\u51fa\u306a\u3044<\/strong>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. \u7279\u5fb4\u91cf\u304c\u7cbe\u5ea6\u306b\u5f71\u97ff\u3059\u308b\u30e1\u30ab\u30cb\u30ba\u30e0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u300c\u7279\u5fb4\u91cf\u306e\u5024\u306e\u30d1\u30bf\u30fc\u30f3\u300d\u304b\u3089\u4e88\u6e2c\u30eb\u30fc\u30eb\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\u95a2\u4fc2\u306e\u306a\u3044\u7279\u5fb4\u91cf\u3092\u5165\u308c\u3059\u304e\u308b\u3068\u300c\u30ce\u30a4\u30ba\u300d\u304c\u5897\u3048\u3066\u30e2\u30c7\u30eb\u304c\u6df7\u4e71\u3057\u307e\u3059\u3002\u5fc5\u8981\u306a\u7279\u5fb4\u91cf\u304c\u6b20\u3051\u3066\u3044\u308b\u3068\u3001\u305d\u3082\u305d\u3082\u4e88\u6e2c\u306b\u5fc5\u8981\u306a\u60c5\u5831\u304c\u8db3\u308a\u307e\u305b\u3093\u3002\u540c\u3058\u60c5\u5831\u3092\u6301\u3064\u7279\u5fb4\u91cf\u304c\u91cd\u8907\u3057\u3066\u3044\u308b\u3068\uff08\u591a\u91cd\u5171\u7dda\u6027\uff09\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u304c\u4e0d\u5b89\u5b9a\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u7279\u5fb4\u91cf\u306e\u72b6\u614b<\/th><th>\u5f71\u97ff<\/th><th>\u5bfe\u7b56<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u95a2\u4fc2\u306a\u3044\u7279\u5fb4\u91cf\u304c\u591a\u3044<\/td><td>\u30ce\u30a4\u30ba\u5897\u52a0\u30fb\u904e\u5b66\u7fd2\u30ea\u30b9\u30af<\/td><td>\u7279\u5fb4\u91cf\u9078\u629e\u3067\u524a\u9664<\/td><\/tr>\n<tr><td>\u5fc5\u8981\u306a\u7279\u5fb4\u91cf\u304c\u6b20\u5982<\/td><td>\u4e88\u6e2c\u306b\u5fc5\u8981\u306a\u60c5\u5831\u4e0d\u8db3<\/td><td>\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3067\u8ffd\u52a0<\/td><\/tr>\n<tr><td>\u91cd\u8907\u3059\u308b\u7279\u5fb4\u91cf<\/td><td>\u591a\u91cd\u5171\u7dda\u6027\u30fb\u4e0d\u5b89\u5b9a\u306a\u5b66\u7fd2<\/td><td>\u76f8\u95a2\u5206\u6790\u3067\u9664\u5916<\/td><\/tr>\n<tr><td>\u30b9\u30b1\u30fc\u30eb\u304c\u4e0d\u5747\u4e00<\/td><td>\u8ddd\u96e2\u8a08\u7b97\u7cfb\u30e2\u30c7\u30eb\u3067\u5f71\u97ff<\/td><td>\u6b63\u898f\u5316\u30fb\u6a19\u6e96\u5316<\/td><\/tr>\n<tr><td>\u6b20\u640d\u5024\u304c\u591a\u3044<\/td><td>\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u6e1b\u5c11<\/td><td>\u88dc\u5b8c\u30fb\u9664\u5916\u306e\u5224\u65ad<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u300c\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u300d\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u306f\u300c\u3069\u306e\u7279\u5fb4\u91cf\u304c\u4e88\u6e2c\u306b\u6700\u3082\u91cd\u8981\u3060\u3063\u305f\u304b\u300d\u3092\u6570\u5024\u5316\u3059\u308b\u300c\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\uff08Feature Importance\uff09\u300d\u3068\u3044\u3046\u6307\u6a19\u304c\u3042\u308a\u307e\u3059\u3002\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u30fbXGBoost\u306a\u3069\u306e\u30e2\u30c7\u30eb\u306f\u81ea\u52d5\u7684\u306b\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\u3092\u8a08\u7b97\u3067\u304d\u3001\u300c\u3053\u306e\u7279\u5fb4\u91cf\u306f\u4e88\u6e2c\u306b\u5168\u304f\u8ca2\u732e\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u3044\u3046\u4e0d\u8981\u306a\u7279\u5fb4\u91cf\u3092\u7279\u5b9a\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u5f0a\u793e\u3067\u300cAI\u5c0e\u5165\u652f\u63f4\u300d\u3092\u3059\u308b\u969b\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u6700\u521d\u306b\u300c\u3069\u306eAI\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u304b\u300d\u3092\u5148\u306b\u6c7a\u3081\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u3067\u3082\u672c\u5f53\u306b\u5927\u4e8b\u306a\u306e\u306f\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3046\u7279\u5fb4\u91cf\u3068\u3057\u3066\u8a2d\u8a08\u3059\u308b\u304b\u300d\u3067\u3059\u3002\u9806\u756a\u304c\u9006\u306a\u306e\u3067\u3059\u3002\u7279\u5fb4\u91cf\u8a2d\u8a08\u304c\u6c7a\u307e\u3063\u3066\u304b\u3089\u3001\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u3073\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-04\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">04<\/span>\n  <span class=\"section-label\" style=\"display:block;\">FEATURE ENGINEERING<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u624b\u6cd5<\/span>\n  <span class=\"section-desc\">\u9078\u629e\u30fb\u5909\u63db\u30fb\u751f\u6210\u306e3\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u5177\u4f53\u4f8b\u3067\u89e3\u8aac<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001\u300c\u751f\u306e\u30c7\u30fc\u30bf\u300d\u3092\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u4f7f\u3044\u3084\u3059\u3044\u5f62\u306b\u52a0\u5de5\u30fb\u5909\u63db\u30fb\u751f\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u5927\u304d\u304f3\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff08Feature Engineering\uff09<\/strong>\uff1a\u751f\u306e\u30c7\u30fc\u30bf\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u5f79\u7acb\u3064\u7279\u5fb4\u91cf\u3092\u4f5c\u308a\u51fa\u3059\u30d7\u30ed\u30bb\u30b9\u3002\u65e2\u5b58\u306e\u5909\u6570\u306e\u9078\u629e\u30fb\u5909\u63db\u30fb\u7d44\u307f\u5408\u308f\u305b\u30fb\u65b0\u898f\u751f\u6210\u306a\u3069\u306e\u4f5c\u696d\u304c\u542b\u307e\u308c\u308b\u3002\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08\u696d\u754c\u30fb\u696d\u52d9\u306e\u5c02\u9580\u77e5\u8b58\uff09\u3068\u7d71\u8a08\u7684\u306a\u624b\u6cd5\u306e\u4e21\u65b9\u304c\u5fc5\u8981\u3067\u3001AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e2d\u3067\u6700\u3082\u6642\u9593\u304c\u304b\u304b\u308b\u5de5\u7a0b\u306e1\u3064\u3068\u3055\u308c\u308b\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4-1. \u7279\u5fb4\u91cf\u9078\u629e\uff08Feature Selection\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u3059\u308b\u7279\u5fb4\u91cf\u306e\u4e2d\u304b\u3089\u300c\u4e88\u6e2c\u306b\u6709\u52b9\u306a\u5909\u6570\u300d\u3092\u7d5e\u308a\u8fbc\u3080\u4f5c\u696d\u3067\u3059\u3002\u4e0d\u8981\u306a\u7279\u5fb4\u91cf\u3092\u9664\u53bb\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u30fb\u7cbe\u5ea6\u30fb\u8a08\u7b97\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u624b\u6cd5<\/th><th>\u5185\u5bb9<\/th><th>\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u30d5\u30a3\u30eb\u30bf\u30fc\u6cd5<\/td><td>\u76f8\u95a2\u4fc2\u6570\u30fb\u7d71\u8a08\u691c\u5b9a\u3067\u91cd\u8981\u5ea6\u3092\u8a55\u4fa1\u3057\u3066\u9078\u629e<\/td><td>\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u30fb\u524d\u51e6\u7406\u6bb5\u968e<\/td><\/tr>\n<tr><td>\u30e9\u30c3\u30d1\u30fc\u6cd5<\/td><td>\u30e2\u30c7\u30eb\u3092\u4f55\u5ea6\u3082\u52d5\u304b\u3057\u3066\u6700\u9069\u306a\u7279\u5fb4\u91cf\u30bb\u30c3\u30c8\u3092\u63a2\u7d22<\/td><td>\u7279\u5fb4\u91cf\u6570\u304c\u5c11\u306a\u3044\u30fb\u7cbe\u5ea6\u3092\u6700\u5927\u5316\u3057\u305f\u3044<\/td><\/tr>\n<tr><td>\u57cb\u3081\u8fbc\u307f\u6cd5<\/td><td>\u30e2\u30c7\u30eb\u5185\u90e8\u3067\u81ea\u52d5\u7684\u306b\u91cd\u8981\u7279\u5fb4\u91cf\u3092\u9078\u629e\uff08Lasso\u7b49\uff09<\/td><td>\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u30fbXGBoost\u7b49\u3092\u4f7f\u3046\u5834\u5408<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<h3 class=\"wp-block-heading\">4-2. \u7279\u5fb4\u91cf\u5909\u63db\uff08Feature Transformation\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e2\u5b58\u306e\u7279\u5fb4\u91cf\u3092\u5225\u306e\u5f62\u5f0f\u30fb\u30b9\u30b1\u30fc\u30eb\u306b\u5909\u63db\u3059\u308b\u4f5c\u696d\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u6b63\u898f\u5316\uff08Normalization\uff09<\/strong>\uff1a\u5024\u30920\u301c1\u306e\u7bc4\u56f2\u306b\u5909\u63db\u3002\u8ddd\u96e2\u8a08\u7b97\u7cfb\u30e2\u30c7\u30eb\uff08KNN\u30fbSVM\uff09\u3067\u5fc5\u9808<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u6a19\u6e96\u5316\uff08Standardization\uff09<\/strong>\uff1a\u5e73\u57470\u30fb\u6a19\u6e96\u504f\u5dee1\u306b\u5909\u63db\u3002\u5916\u308c\u5024\u306e\u5f71\u97ff\u3092\u8efd\u6e1b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u5bfe\u6570\u5909\u63db\uff08Log Transform\uff09<\/strong>\uff1a\u6975\u7aef\u306b\u5927\u304d\u3044\u5024\u30fb\u504f\u3063\u305f\u5206\u5e03\u3092\u6271\u3044\u3084\u3059\u304f<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u306e\u30a8\u30f3\u30b3\u30fc\u30c9<\/strong>\uff1a\u300c\u6771\u4eac\u30fb\u5927\u962a\u30fb\u540d\u53e4\u5c4b\u300d\u30920\/1\u306e\u6570\u5024\u306b\u5909\u63db\uff08One-Hot Encoding\uff09<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u6b20\u640d\u5024\u306e\u88dc\u5b8c<\/strong>\uff1a\u30c7\u30fc\u30bf\u304c\u6b20\u3051\u3066\u3044\u308b\u90e8\u5206\u306b\u5e73\u5747\u5024\u30fb\u4e2d\u592e\u5024\u30fb\u4e88\u6e2c\u5024\u3092\u88dc\u3046<\/span><\/div>\n\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4-3. \u7279\u5fb4\u91cf\u751f\u6210\uff08Feature Generation\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5143\u306e\u30c7\u30fc\u30bf\u306b\u306f\u5b58\u5728\u3057\u306a\u3044\u65b0\u3057\u3044\u7279\u5fb4\u91cf\u3092\u4f5c\u308a\u51fa\u3059\u4f5c\u696d\u3067\u3059\u3002\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u304c\u6700\u3082\u6d3b\u304d\u308b\u90e8\u5206\u3067\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u751f\u6210\u306e\u7a2e\u985e<\/th><th>\u4f8b<\/th><th>\u52b9\u679c<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u7d44\u307f\u5408\u308f\u305b\u7279\u5fb4\u91cf<\/td><td>\u9762\u7a4d\u00d7\u90e8\u5c4b\u6570 \u2192 1\u90e8\u5c4b\u3042\u305f\u308a\u306e\u9762\u7a4d<\/td><td>\u8907\u5408\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u8868\u73fe<\/td><\/tr>\n<tr><td>\u65e5\u4ed8\u304b\u3089\u62bd\u51fa<\/td><td>\u65e5\u4ed8 \u2192 \u66dc\u65e5\u30fb\u795d\u65e5\u30d5\u30e9\u30b0\u30fb\u6708\u521d\u3081\u30d5\u30e9\u30b0<\/td><td>\u6642\u7cfb\u5217\u30d1\u30bf\u30fc\u30f3\u3092\u6349\u3048\u308b<\/td><\/tr>\n<tr><td>\u30c6\u30ad\u30b9\u30c8\u7279\u5fb4\u91cf<\/td><td>\u53e3\u30b3\u30df\u6587\u7ae0 \u2192 \u611f\u60c5\u30b9\u30b3\u30a2\u30fb\u5358\u8a9e\u6570<\/td><td>\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u6570\u5024\u5316<\/td><\/tr>\n<tr><td>\u96c6\u8a08\u7279\u5fb4\u91cf<\/td><td>\u9867\u5ba2\u306e\u904e\u53bb30\u65e5\u306e\u8cfc\u5165\u56de\u6570<\/td><td>\u6642\u7cfb\u5217\u884c\u52d5\u30d1\u30bf\u30fc\u30f3<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>\u751f\u30c7\u30fc\u30bf<\/strong><br><span style=\"font-size:12px;\">CSV\u30fbDB\u30fb\u30ed\u30b0<br>\u7b49\u306e\u5143\u30c7\u30fc\u30bf<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u7279\u5fb4\u91cf\u9078\u629e<\/strong><br><span style=\"font-size:12px;\">\u4e0d\u8981\u306a\u5909\u6570\u3092<br>\u524a\u9664<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u7279\u5fb4\u91cf\u5909\u63db<\/strong><br><span style=\"font-size:12px;\">\u6b63\u898f\u5316\u30fb<br>\u30a8\u30f3\u30b3\u30fc\u30c9<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u7279\u5fb4\u91cf\u751f\u6210<\/strong><br><span style=\"font-size:12px;\">\u6d3e\u751f\u5909\u6570\u3092<br>\u65b0\u898f\u4f5c\u6210<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u30e2\u30c7\u30eb\u5b66\u7fd2<\/strong><br><span style=\"font-size:12px;\">\u6574\u5099\u3055\u308c\u305f<br>\u7279\u5fb4\u91cf\u3067\u5b66\u7fd2<\/span><\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-05\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">05<\/span>\n  <span class=\"section-label\" style=\"display:block;\">STRUCTURED VS UNSTRUCTURED<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u7279\u5fb4\u91cf<\/span>\n  <span class=\"section-desc\">\u30c7\u30fc\u30bf\u7a2e\u5225\u306b\u3088\u3063\u3066\u7279\u5fb4\u91cf\u306e\u4f5c\u308a\u65b9\u304c\u5168\u304f\u7570\u306a\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u306f\u5927\u304d\u304f\u300c\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u300d\u3068\u300c\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u300d\u306b\u5206\u304b\u308c\u307e\u3059\u3002\u7279\u5fb4\u91cf\u306e\u4f5c\u308a\u65b9\u306f\u30c7\u30fc\u30bf\u7a2e\u5225\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u69cb\u9020\u5316\u30c7\u30fc\u30bf<\/strong>\uff1aExcel\u306e\u8868\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c6\u30fc\u30d6\u30eb\u306e\u3088\u3046\u306b\u3001\u884c\u3068\u5217\u304c\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3002\u6570\u5024\u30fb\u30ab\u30c6\u30b4\u30ea\u30fb\u65e5\u4ed8\u306a\u3069\u304c\u6574\u7136\u3068\u4e26\u3093\u3067\u3044\u308b\u3002\u7279\u5fb4\u91cf\u3068\u3057\u3066\u76f4\u63a5\u4f7f\u3044\u3084\u3059\u304f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u524d\u51e6\u7406\u5de5\u6570\u304c\u6bd4\u8f03\u7684\u5c11\u306a\u3044\u3002\u58f2\u4e0a\u30c7\u30fc\u30bf\u30fb\u9867\u5ba2\u60c5\u5831\u30fb\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u306a\u3069\u304c\u5178\u578b\u4f8b\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf<\/strong>\uff1a\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u306a\u3069\u3001\u884c\u5217\u5f62\u5f0f\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u3002\u305d\u306e\u307e\u307e\u3067\u306f\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u6570\u5024\u306e\u7279\u5fb4\u91cf\u306b\u5909\u63db\u3059\u308b\u524d\u51e6\u7406\u304c\u5fc5\u8981\u3002\u30c6\u30ad\u30b9\u30c8\u306a\u3089\u5358\u8a9e\u306e\u983b\u5ea6\u30fb\u611f\u60c5\u30b9\u30b3\u30a2\u30fb\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\uff08Embedding\uff09\u306b\u5909\u63db\u3059\u308b\u3002<\/p>\n<\/div>\n\n\n\n<table>\n<thead><tr><th>\u30c7\u30fc\u30bf\u7a2e\u5225<\/th><th>\u4f8b<\/th><th>\u7279\u5fb4\u91cf\u5316\u306e\u65b9\u6cd5<\/th><th>\u96e3\u6613\u5ea6<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u69cb\u9020\u5316\uff08\u6570\u5024\uff09<\/td><td>\u5e74\u9f62\u30fb\u58f2\u4e0a\u30fb\u6e29\u5ea6<\/td><td>\u305d\u306e\u307e\u307e or \u6b63\u898f\u5316<\/td><td>\u4f4e<\/td><\/tr>\n<tr><td>\u69cb\u9020\u5316\uff08\u30ab\u30c6\u30b4\u30ea\uff09<\/td><td>\u6027\u5225\u30fb\u90fd\u9053\u5e9c\u770c\u30fb\u8077\u7a2e<\/td><td>One-Hot Encoding\u30fbLabel Encoding<\/td><td>\u4f4e\u301c\u4e2d<\/td><\/tr>\n<tr><td>\u69cb\u9020\u5316\uff08\u65e5\u4ed8\uff09<\/td><td>\u8cfc\u5165\u65e5\u30fb\u5165\u793e\u65e5<\/td><td>\u66dc\u65e5\u30fb\u7d4c\u904e\u65e5\u6570\u30fb\u5b63\u7bc0\u30d5\u30e9\u30b0\u7b49\u306b\u5909\u63db<\/td><td>\u4e2d<\/td><\/tr>\n<tr><td>\u975e\u69cb\u9020\u5316\uff08\u30c6\u30ad\u30b9\u30c8\uff09<\/td><td>\u53e3\u30b3\u30df\u30fb\u30e1\u30fc\u30eb\u30fb\u8b70\u4e8b\u9332<\/td><td>TF-IDF\u30fb\u611f\u60c5\u30b9\u30b3\u30a2\u30fb\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb<\/td><td>\u4e2d\u301c\u9ad8<\/td><\/tr>\n<tr><td>\u975e\u69cb\u9020\u5316\uff08\u753b\u50cf\uff09<\/td><td>\u5199\u771f\u30fb\u56f3\u9762\u30fb\u30ec\u30b7\u30fc\u30c8<\/td><td>CNN\u7279\u5fb4\u91cf\u30fb\u30d4\u30af\u30bb\u30eb\u5024\u30fb\u7269\u4f53\u691c\u51fa\u7d50\u679c<\/td><td>\u9ad8<\/td><\/tr>\n<tr><td>\u975e\u69cb\u9020\u5316\uff08\u97f3\u58f0\uff09<\/td><td>\u901a\u8a71\u9332\u97f3\u30fb\u4f1a\u8b70\u97f3\u58f0<\/td><td>MFCC\u30fb\u6ce2\u5f62\u7279\u5fb4\u30fb\u30c6\u30ad\u30b9\u30c8\u5909\u63db\u5f8c<\/td><td>\u9ad8<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf<\/strong><br><span style=\"font-size:12px;\">\u53e3\u30b3\u30df\u30fb\u30e1\u30fc\u30eb\u7b49<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u524d\u51e6\u7406<\/strong><br><span style=\"font-size:12px;\">\u5206\u304b\u3061\u66f8\u304d\u30fb<br>\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u9664\u53bb<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u30d9\u30af\u30c8\u30eb\u5316<\/strong><br><span style=\"font-size:12px;\">TF-IDF or<br>Word2Vec<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u7279\u5fb4\u91cf\u884c\u5217<\/strong><br><span style=\"font-size:12px;\">\u6570\u5024\u306e\u8868\u5f62\u5f0f\u306b<br>\u5909\u63db\u5b8c\u4e86<\/span><\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-06\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">06<\/span>\n  <span class=\"section-label\" style=\"display:block;\">CLAUDE CODE AUTOMATION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010\u72ec\u81ea\u3011Claude Code\u3067\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u81ea\u52d5\u5316\u3059\u308b<\/span>\n  <span class=\"section-desc\">\u300c\u8a2d\u8a08\u306f\u4eba\u9593\u3001\u5b9f\u88c5\u306fAI\u300d\u306e\u5206\u696d\u3067\u958b\u767a\u901f\u5ea6\u3092\u4e0a\u3052\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u300c\u3069\u306e\u7279\u5fb4\u91cf\u3092\u4f7f\u3046\u304b\u300d\u3068\u3044\u3046\u8a2d\u8a08\u306f\u4eba\u9593\u306e\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u300c\u305d\u306e\u7279\u5fb4\u91cf\u3092\u5b9f\u969b\u306b\u30b3\u30fc\u30c9\u3067\u51e6\u7406\u3059\u308b\u300d\u90e8\u5206\u306fClaude Code\u3067\u5927\u5e45\u306b\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6-1. Claude Code\u306b\u4efb\u305b\u3089\u308c\u308b\u7279\u5fb4\u91cf\u51e6\u7406<\/h3>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u6b20\u640d\u5024\u306e\u88dc\u5b8c\u30b3\u30fc\u30c9\u751f\u6210<\/strong>\uff1a\u300c\u3053\u306eCSV\u306e\u6b20\u640d\u5024\u3092\u30ab\u30e9\u30e0\u5225\u306b\u9069\u5207\u306a\u65b9\u6cd5\u3067\u88dc\u5b8c\u3057\u3066\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u306e\u30a8\u30f3\u30b3\u30fc\u30c9<\/strong>\uff1a\u300c\u90fd\u9053\u5e9c\u770c\u306e\u30ab\u30e9\u30e0\u3092One-Hot Encoding\u3067\u5909\u63db\u3057\u3066\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u65e5\u4ed8\u7279\u5fb4\u91cf\u306e\u751f\u6210<\/strong>\uff1a\u300cpurchase_date\u304b\u3089\u66dc\u65e5\u30fb\u6708\u30fb\u5b63\u7bc0\u30d5\u30e9\u30b0\u3092\u4f5c\u3063\u3066\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30c6\u30ad\u30b9\u30c8\u7279\u5fb4\u91cf\u62bd\u51fa<\/strong>\uff1a\u300c\u53e3\u30b3\u30df\u306e\u30ab\u30e9\u30e0\u304b\u3089\u611f\u60c5\u30b9\u30b3\u30a2\u3068\u5358\u8a9e\u6570\u3092\u7279\u5fb4\u91cf\u3068\u3057\u3066\u8ffd\u52a0\u3057\u3066\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\u306e\u53ef\u8996\u5316<\/strong>\uff1a\u300cRandomForest\u3067\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\u3092\u8a08\u7b97\u3057\u3066\u30b0\u30e9\u30d5\u3092\u4f5c\u3063\u3066\u300d<\/span><\/div>\n\n<\/div>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">Claude Code\u3078\u306e\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6307\u793a\u306e\u66f8\u304d\u65b9<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u300c\u3053\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u3057\u3066\u300d\u3060\u3051\u3067\u306f\u6307\u793a\u304c\u66d6\u6627\u3067\u3059\u3002\u300c\u4f55\u3092\u4e88\u6e2c\u3059\u308b\u304b\uff08\u76ee\u7684\u5909\u6570\uff09\u300d\u300c\u3069\u3093\u306a\u524d\u51e6\u7406\u304c\u5fc5\u8981\u304b\uff08\u6b20\u640d\u5024\u88dc\u5b8c\u30fb\u6b63\u898f\u5316\u7b49\uff09\u300d\u300c\u3069\u3093\u306a\u6d3e\u751f\u5909\u6570\u3092\u4f5c\u308a\u305f\u3044\u304b\u300d\u306e3\u70b9\u3092\u4e00\u7dd2\u306b\u4f1d\u3048\u308b\u3068Claude Code\u306e\u51fa\u529b\u54c1\u8cea\u304c\u683c\u6bb5\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u5f0a\u793eGENAI\u3067\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306eAI\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067Python\u306b\u3088\u308b\u7279\u5fb4\u91cf\u51e6\u7406\u306e\u30b3\u30fc\u30c9\u3092Claude Code\u306b\u66f8\u304b\u305b\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u30b3\u30fc\u30c9\u306f\u975e\u5e38\u306b\u7e70\u308a\u8fd4\u3057\u304c\u591a\u3044\u4f5c\u696d\u306a\u306e\u3067\u3001AI\u306b\u4efb\u305b\u308b\u3053\u3068\u3067\u958b\u767a\u901f\u5ea6\u304c3\u301c5\u500d\u306b\u306a\u3063\u305f\u611f\u899a\u304c\u3042\u308a\u307e\u3059\u3002\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08\u300c\u3053\u306e\u7279\u5fb4\u91cf\u306f\u4e88\u6e2c\u306b\u6709\u52b9\u3060\u300d\u3068\u3044\u3046\u5224\u65ad\uff09\u306f\u4eba\u9593\u304c\u884c\u3044\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306fAI\u306b\u4efb\u305b\u308b\u5206\u696d\u304c\u7406\u60f3\u7684\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-07\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">07<\/span>\n  <span class=\"section-label\" style=\"display:block;\">GENAI CASE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010GENAI\u4e8b\u4f8b\u3011\u7279\u5fb4\u91cf\u8a2d\u8a08\u3067\u6210\u679c\u3092\u51fa\u3057\u305f\u5b9f\u4f8b<\/span>\n  <span class=\"section-desc\">\u5b9f\u969b\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u4e8b\u4f8b\u304b\u3089\u7279\u5fb4\u91cf\u8a2d\u8a08\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f0a\u793eGENAI\u304cAI\u5c0e\u5165\u652f\u63f4\u3092\u884c\u3063\u305f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u4e8b\u4f8b\u304b\u3089\u3001\u7279\u5fb4\u91cf\u8a2d\u8a08\u304c\u7d50\u679c\u3092\u5de6\u53f3\u3057\u305f\u5b9f\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7-1. \u4e8b\u4f8b\uff1aBtoB\u55b6\u696d\u306e\u5546\u8ac7\u6210\u7d04\u7387\u4e88\u6e2c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3042\u308b\u4e2d\u5805\u88fd\u9020\u696d\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3067\u3001\u300c\u3069\u306e\u5546\u8ac7\u304c\u6210\u7d04\u3059\u308b\u304b\u300d\u3092\u4e88\u6e2c\u3059\u308bAI\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u6700\u521d\u306e\u30e2\u30c7\u30eb\u3067\u306f\u7cbe\u5ea6\u304c60%\u7a0b\u5ea6\u3067\u3057\u305f\u304c\u3001\u7279\u5fb4\u91cf\u3092\u898b\u76f4\u3059\u3053\u3068\u306778%\u307e\u3067\u6539\u5584\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u6539\u5584\u524d\u306e\u7279\u5fb4\u91cf<\/th><th>\u6539\u5584\u5f8c\u306b\u8ffd\u52a0\u3057\u305f\u7279\u5fb4\u91cf<\/th><th>\u8ffd\u52a0\u306e\u52b9\u679c<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u5546\u8ac7\u91d1\u984d<\/td><td>\u5546\u8ac7\u91d1\u984d \u00d7 \u696d\u754c\u4fc2\u6570<\/td><td>\u696d\u754c\u3054\u3068\u306e\u611f\u5ea6\u5dee\u3092\u53cd\u6620<\/td><\/tr>\n<tr><td>\u63a5\u89e6\u56de\u6570<\/td><td>\u521d\u56de\u63a5\u89e6\u304b\u3089\u6210\u7d04\u307e\u3067\u306e\u65e5\u6570<\/td><td>\u9577\u671f\u5316\u3057\u305f\u5546\u8ac7\u307b\u3069\u96e2\u8131\u30ea\u30b9\u30af\u304c\u9ad8\u3044<\/td><\/tr>\n<tr><td>\u62c5\u5f53\u8005\u540d<\/td><td>\u62c5\u5f53\u8005\u306e\u904e\u53bb\u6210\u7d04\u7387\uff08\u5b9f\u7e3e\uff09<\/td><td>\u62c5\u5f53\u8005\u30b9\u30ad\u30eb\u3092\u5b9a\u91cf\u5316<\/td><\/tr>\n<tr><td>\u306a\u3057<\/td><td>\u6700\u7d42\u63a5\u89e6\u304b\u3089\u306e\u7d4c\u904e\u65e5\u6570<\/td><td>\u300c\u6700\u8fd1\u9023\u7d61\u3057\u3066\u3044\u306a\u3044\u5546\u8ac7\u300d\u306e\u7279\u5b9a<\/td><\/tr>\n<tr><td>\u696d\u7a2e\u30b3\u30fc\u30c9<\/td><td>\u696d\u7a2e \u00d7 \u5f93\u696d\u54e1\u898f\u6a21\u306e\u30bb\u30b0\u30e1\u30f3\u30c8<\/td><td>\u3088\u308a\u7d30\u304b\u3044\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u53cd\u6620<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u4e8b\u4f8b\u3067\u306f\u300c\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08\u55b6\u696d\u7d4c\u9a13\u8005\u306e\u52d8\uff09\u300d\u3092\u7279\u5fb4\u91cf\u306e\u5f62\u3067\u6570\u5024\u5316\u3059\u308b\u3053\u3068\u3067\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u696d\u52d9\u306e\u5c02\u9580\u77e5\u8b58\u3092AI\u306b\u4f1d\u3048\u308b\u4f5c\u696d\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u3053\u306e\u4e8b\u4f8b\u3067\u306f\u3001\u30d9\u30c6\u30e9\u30f3\u55b6\u696d\u30de\u30f3\u304c\u300c\u6700\u7d42\u9023\u7d61\u304b\u30892\u9031\u9593\u4ee5\u4e0a\u7d4c\u3064\u3068\u5371\u306a\u3044\u300d\u300c\u88fd\u9020\u696d\u306e\u62c5\u5f53\u304c\u25cb\u25cb\u3055\u3093\u306e\u5546\u8ac7\u306f\u6210\u7d04\u7387\u304c\u9ad8\u3044\u300d\u3068\u3044\u3046\u7d4c\u9a13\u5247\u3092\u6301\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u305d\u308c\u3092\u300c\u6700\u7d42\u63a5\u89e6\u304b\u3089\u306e\u7d4c\u904e\u65e5\u6570\u300d\u300c\u62c5\u5f53\u8005\u5225\u6210\u7d04\u7387\u300d\u3068\u3044\u3046\u7279\u5fb4\u91cf\u306b\u843d\u3068\u3057\u8fbc\u3093\u3060\u3053\u3068\u304c\u7cbe\u5ea6\u5411\u4e0a\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u3057\u305f\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-ml-features&#038;blog_slug=cc-ml-features\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-ml-features&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-08\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">08<\/span>\n  <span class=\"section-label\" style=\"display:block;\">CONCLUSION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u307e\u3068\u3081<\/span>\n  <span class=\"section-desc\">\u7279\u5fb4\u91cf\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304cAI\u6d3b\u7528\u306e\u7b2c\u4e00\u6b69<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5fb4\u91cf\u306f\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u6d3b\u7528\u306e\u4e2d\u6838\u306b\u3042\u308b\u6982\u5ff5\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306f\u7279\u5fb4\u91cf\u306e\u8cea\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3053\u305d\u304cAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6210\u529f\u306e\u9375\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u7279\u5fb4\u91cf\u306fAI\u30e2\u30c7\u30eb\u3078\u306e\u5165\u529b\u3068\u3057\u3066\u4f7f\u3046\u300c\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u6570\u5024\u5316\u3057\u305f\u3082\u306e\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u76ee\u7684\u5909\u6570\u306f\u300c\u4e88\u6e2c\u3057\u305f\u3044\u3082\u306e\u300d\u3001\u8aac\u660e\u5909\u6570\u30fb\u7279\u5fb4\u91cf\u306f\u300c\u4e88\u6e2c\u306b\u4f7f\u3046\u3082\u306e\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u7279\u5fb4\u91cf\u306e\u8cea\u304c\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3092\u5de6\u53f3\u3059\u308b\u3002\u300cGarbage In, Garbage Out\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u9078\u629e\u30fb\u5909\u63db\u30fb\u751f\u6210\u306e3\u30a2\u30d7\u30ed\u30fc\u30c1<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3067\u7279\u5fb4\u91cf\u5316\u306e\u65b9\u6cd5\u304c\u7570\u306a\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>Claude Code\u3067\u7279\u5fb4\u91cf\u306e\u524d\u51e6\u7406\u30fb\u751f\u6210\u30fb\u8a55\u4fa1\u306e\u5b9f\u88c5\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u6d3b\u7528\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u8df5\u306fGENAI\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u7279\u5fb4\u91cf\u8a2d\u8a08\u304b\u3089\u59cb\u3081\u308bAI\u5c0e\u5165\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u307b\u3057\u3044\u300d\u300c\u81ea\u793e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u305f\u3044\u300d\u2014\u2014\u305d\u306e\u3088\u3046\u306a\u8ab2\u984c\u306fGENAI\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u304b\u3089\u59cb\u307e\u308bAI\u6d3b\u7528\u306f\u3001\u5358\u306a\u308b\u300cAI\u30c4\u30fc\u30eb\u5c0e\u5165\u300d\u3088\u308a\u6839\u672c\u7684\u306a\u696d\u52d9\u6539\u5584\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u7121\u6599\u76f8\u8ac7\u3067\u304a\u624b\u4f1d\u3044\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/div>\n<\/div>\n\n\n\n<div style=\"background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);border-radius:16px;padding:36px 32px;margin:48px 0 16px;color:#fff;\">\n  <p style=\"font-size:13px;font-weight:700;color:#dc2626;letter-spacing:2px;margin:0 0 12px;\">NEXT STEP<\/p>\n  <p style=\"font-size:22px;font-weight:800;line-height:1.5;margin:0 0 20px;\">\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u3001\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u3067<br>\u5b9f\u8df5\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n  <div style=\"background:rgba(255,255,255,0.06);border:1px solid rgba(255,255,255,0.12);border-radius:12px;padding:24px;max-width:560px;margin:0 auto;\">\n    <p style=\"font-size:13px;color:#dc2626;font-weight:700;margin:0 0 8px;\">AI\u6d3b\u7528\u3092\u81ea\u793e\u3067\u56de\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u305f\u3044\u65b9\u3078<\/p>\n    <p style=\"font-size:20px;font-weight:800;margin:0 0 12px;\">AI\u9b3c\u7ba1\u7406<\/p>\n    <p style=\"font-size:14px;color:rgba(255,255,255,0.75);margin:0 0 20px;line-height:1.7;\">Claude Code\u30fbCowork\u5c0e\u5165\u652f\u63f4\u304b\u3089\u696d\u52d9\u8a2d\u8a08\u30fb\u793e\u5185\u6d78\u900f\u307e\u3067\u5b9f\u8df5\u30d9\u30fc\u30b9\u3067\u4f34\u8d70\u3002\u300c\u81ea\u793e\u3067\u56de\u305b\u308b\u7d44\u7e54\u300d\u309290\u65e5\u3067\u4f5c\u308b\u7d4c\u55b6\u8005\u5411\u3051\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3002<\/p>\n    <div style=\"text-align:center;\">\n      <a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&utm_medium=article&utm_campaign=cc-ml-features&utm_content=next-step-cta\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#dc2626;color:#fff;font-weight:700;font-size:15px;padding:14px 32px;border-radius:30px;text-decoration:none;\">AI\u9b3c\u7ba1\u7406\u3092\u8a73\u3057\u304f\u898b\u308b \u2192<\/a>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faq\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u7279\u5fb4\u91cf\u3068\u5909\u6570\uff08\u8aac\u660e\u5909\u6570\uff09\u306f\u540c\u3058\u610f\u5473\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u307b\u307c\u540c\u3058\u610f\u5473\u3067\u4f7f\u308f\u308c\u307e\u3059\u304c\u3001\u53b3\u5bc6\u306b\u306f\u300c\u7279\u5fb4\u91cf\u300d\u306e\u65b9\u304c\u5e83\u3044\u6982\u5ff5\u3067\u3059\u3002\u5143\u306e\u30c7\u30fc\u30bf\u306b\u5b58\u5728\u3059\u308b\u5909\u6570\uff08\u8aac\u660e\u5909\u6570\uff09\u3060\u3051\u3067\u306a\u304f\u3001\u52a0\u5de5\u30fb\u5909\u63db\u30fb\u7d44\u307f\u5408\u308f\u305b\u3067\u65b0\u3057\u304f\u4f5c\u3063\u305f\u6d3e\u751f\u5909\u6570\u3082\u300c\u7279\u5fb4\u91cf\u300d\u306b\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u7279\u5fb4\u91cf\u304c\u591a\u3051\u308c\u3070\u591a\u3044\u307b\u3069\u7cbe\u5ea6\u306f\u4e0a\u304c\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u3044\u3044\u3048\u3002\u7279\u5fb4\u91cf\u304c\u591a\u3059\u304e\u308b\u3068\u300c\u6b21\u5143\u306e\u546a\u3044\u300d\u3084\u904e\u5b66\u7fd2\u306e\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308a\u3001\u7cbe\u5ea6\u304c\u4e0b\u304c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4e88\u6e2c\u306b\u95a2\u4fc2\u3059\u308b\u6709\u52b9\u306a\u7279\u5fb4\u91cf\u3060\u3051\u3092\u53b3\u9078\u3059\u308b\u7279\u5fb4\u91cf\u9078\u629e\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306a\u3044\u3068\u3067\u304d\u307e\u305b\u3093\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08\u696d\u754c\u30fb\u696d\u52d9\u306e\u5c02\u9580\u77e5\u8b58\uff09\u306e\u90e8\u5206\u306f\u3001\u3080\u3057\u308d\u30a8\u30f3\u30b8\u30cb\u30a2\u3088\u308a\u30d3\u30b8\u30cd\u30b9\u5074\u306e\u62c5\u5f53\u8005\u306e\u65b9\u304c\u5f97\u610f\u3067\u3059\u3002\u300c\u3053\u306e\u7279\u5fb4\u91cf\u304c\u4e88\u6e2c\u306b\u91cd\u8981\u3060\u300d\u3068\u3044\u3046\u4eee\u8aac\u3092\u7acb\u3066\u308b\u306e\u306f\u30d3\u30b8\u30cd\u30b9\u62c5\u5f53\u8005\u3001\u305d\u308c\u3092\u30b3\u30fc\u30c9\u3067\u5b9f\u88c5\u3059\u308b\u306e\u304c\u30a8\u30f3\u30b8\u30cb\u30a2\u3084Claude Code\u3001\u3068\u3044\u3046\u5206\u696d\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u6b20\u640d\u5024\uff08\u30c7\u30fc\u30bf\u306e\u7a74\uff09\u306f\u3069\u3046\u51e6\u7406\u3057\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\uff1a\u5e73\u5747\u5024\u30fb\u4e2d\u592e\u5024\u3067\u88dc\u5b8c\uff08\u6570\u5024\u30c7\u30fc\u30bf\uff09\u3001\u6700\u983b\u5024\u3067\u88dc\u5b8c\uff08\u30ab\u30c6\u30b4\u30ea\u30c7\u30fc\u30bf\uff09\u3001\u4e88\u6e2c\u30e2\u30c7\u30eb\u3067\u88dc\u5b8c\uff08\u9ad8\u7cbe\u5ea6\u306a\u88dc\u5b8c\uff09\u3001\u6b20\u640d\u30d5\u30e9\u30b0\u3092\u65b0\u3057\u3044\u7279\u5fb4\u91cf\u3068\u3057\u3066\u8ffd\u52a0\u3001\u6b20\u640d\u304c\u591a\u3059\u304e\u308b\u30ab\u30e9\u30e0\u3092\u524a\u9664\u2014\u2014\u306e5\u3064\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u7279\u6027\u3068\u6b20\u640d\u306e\u7406\u7531\u306b\u3088\u3063\u3066\u9069\u5207\u306a\u624b\u6cd5\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. Claude Code\u306b\u7279\u5fb4\u91cf\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3055\u305b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u3067\u304d\u307e\u3059\u3002\u300c\u3053\u306eCSV\u30c7\u30fc\u30bf\u306e\u6b20\u640d\u5024\u3092\u88dc\u5b8c\u3057\u3066\u3001\u65e5\u4ed8\u30ab\u30e9\u30e0\u304b\u3089\u66dc\u65e5\u30fb\u6708\u30fb\u5b63\u7bc0\u30d5\u30e9\u30b0\u3092\u4f5c\u6210\u3057\u3001\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092One-Hot Encoding\u3067\u5909\u63db\u3059\u308bPython\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u300d\u3068\u3044\u3046\u5f62\u3067\u5177\u4f53\u7684\u306b\u6307\u793a\u3059\u308b\u3068Claude Code\u304c\u5b9f\u88c5\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u306f\u3069\u3046\u3084\u3063\u3066\u78ba\u8a8d\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. RandomForest\u30fbXGBoost\u30fbLightGBM\u306a\u3069\u306e\u30c4\u30ea\u30fc\u7cfb\u30e2\u30c7\u30eb\u306f\u3001\u5b66\u7fd2\u5f8c\u306b\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\uff08Feature Importance\uff09\u3092\u81ea\u52d5\u8a08\u7b97\u3057\u307e\u3059\u3002Python\u306eScikit-learn\u3067\u306f`model.feature_importances_`\u3067\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002Claude Code\u306b\u300c\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\u3092\u8a08\u7b97\u3057\u3066\u53ef\u8996\u5316\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308c\u3070\u3001\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u7279\u5fb4\u91cf\u3068\u3057\u3066\u4f7f\u3046\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u4e3b\u306a\u65b9\u6cd5\u306f(1)TF-IDF\uff08\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306b\u57fa\u3065\u304f\u6570\u5024\u5316\uff09\u3001(2)\u611f\u60c5\u30b9\u30b3\u30a2\uff08\u30dd\u30b8\u30c6\u30a3\u30d6\u30fb\u30cd\u30ac\u30c6\u30a3\u30d6\u7b49\u306e\u611f\u60c5\u5024\uff09\u3001(3)Embedding\uff08Word2Vec\u30fbBERT\u306a\u3069\u306b\u3088\u308b\u610f\u5473\u7684\u306a\u30d9\u30af\u30c8\u30eb\u8868\u73fe\uff09\u306e3\u3064\u3067\u3059\u3002\u7528\u9014\u3068\u7cbe\u5ea6\u8981\u4ef6\u306b\u3088\u3063\u3066\u4f7f\u3044\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u7279\u5fb4\u91cf\u3068\u5909\u6570\uff08\u8aac\u660e\u5909\u6570\uff09\u306f\u540c\u3058\u610f\u5473\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u307b\u307c\u540c\u3058\u610f\u5473\u3067\u4f7f\u308f\u308c\u307e\u3059\u304c\u3001\u53b3\u5bc6\u306b\u306f\u300c\u7279\u5fb4\u91cf\u300d\u306e\u65b9\u304c\u5e83\u3044\u6982\u5ff5\u3067\u3059\u3002\u5143\u306e\u30c7\u30fc\u30bf\u306b\u5b58\u5728\u3059\u308b\u5909\u6570\uff08\u8aac\u660e\u5909\u6570\uff09\u3060\u3051\u3067\u306a\u304f\u3001\u52a0\u5de5\u30fb\u5909\u63db\u30fb\u7d44\u307f\u5408\u308f\u305b\u3067\u65b0\u3057\u304f\u4f5c\u3063\u305f\u6d3e\u751f\u5909\u6570\u3082\u300c\u7279\u5fb4\u91cf\u300d\u306b\u542b\u307e\u308c\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u7279\u5fb4\u91cf\u304c\u591a\u3051\u308c\u3070\u591a\u3044\u307b\u3069\u7cbe\u5ea6\u306f\u4e0a\u304c\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u3044\u3044\u3048\u3002\u7279\u5fb4\u91cf\u304c\u591a\u3059\u304e\u308b\u3068\u300c\u6b21\u5143\u306e\u546a\u3044\u300d\u3084\u904e\u5b66\u7fd2\u306e\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308a\u3001\u7cbe\u5ea6\u304c\u4e0b\u304c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4e88\u6e2c\u306b\u95a2\u4fc2\u3059\u308b\u6709\u52b9\u306a\u7279\u5fb4\u91cf\u3060\u3051\u3092\u53b3\u9078\u3059\u308b\u7279\u5fb4\u91cf\u9078\u629e\u304c\u91cd\u8981\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306a\u3044\u3068\u3067\u304d\u307e\u305b\u3093\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08\u696d\u754c\u30fb\u696d\u52d9\u306e\u5c02\u9580\u77e5\u8b58\uff09\u306e\u90e8\u5206\u306f\u3001\u3080\u3057\u308d\u30a8\u30f3\u30b8\u30cb\u30a2\u3088\u308a\u30d3\u30b8\u30cd\u30b9\u5074\u306e\u62c5\u5f53\u8005\u306e\u65b9\u304c\u5f97\u610f\u3067\u3059\u3002\u300c\u3053\u306e\u7279\u5fb4\u91cf\u304c\u4e88\u6e2c\u306b\u91cd\u8981\u3060\u300d\u3068\u3044\u3046\u4eee\u8aac\u3092\u7acb\u3066\u308b\u306e\u306f\u30d3\u30b8\u30cd\u30b9\u62c5\u5f53\u8005\u3001\u305d\u308c\u3092\u30b3\u30fc\u30c9\u3067\u5b9f\u88c5\u3059\u308b\u306e\u304c\u30a8\u30f3\u30b8\u30cb\u30a2\u3084Claude Code\u3001\u3068\u3044\u3046\u5206\u696d\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u6b20\u640d\u5024\uff08\u30c7\u30fc\u30bf\u306e\u7a74\uff09\u306f\u3069\u3046\u51e6\u7406\u3057\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\uff1a\u5e73\u5747\u5024\u30fb\u4e2d\u592e\u5024\u3067\u88dc\u5b8c\uff08\u6570\u5024\u30c7\u30fc\u30bf\uff09\u3001\u6700\u983b\u5024\u3067\u88dc\u5b8c\uff08\u30ab\u30c6\u30b4\u30ea\u30c7\u30fc\u30bf\uff09\u3001\u4e88\u6e2c\u30e2\u30c7\u30eb\u3067\u88dc\u5b8c\uff08\u9ad8\u7cbe\u5ea6\u306a\u88dc\u5b8c\uff09\u3001\u6b20\u640d\u30d5\u30e9\u30b0\u3092\u65b0\u3057\u3044\u7279\u5fb4\u91cf\u3068\u3057\u3066\u8ffd\u52a0\u3001\u6b20\u640d\u304c\u591a\u3059\u304e\u308b\u30ab\u30e9\u30e0\u3092\u524a\u9664\u2014\u2014\u306e5\u3064\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u7279\u6027\u3068\u6b20\u640d\u306e\u7406\u7531\u306b\u3088\u3063\u3066\u9069\u5207\u306a\u624b\u6cd5\u304c\u7570\u306a\u308a\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Claude Code\u306b\u7279\u5fb4\u91cf\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3055\u305b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u3067\u304d\u307e\u3059\u3002\u300c\u3053\u306eCSV\u30c7\u30fc\u30bf\u306e\u6b20\u640d\u5024\u3092\u88dc\u5b8c\u3057\u3066\u3001\u65e5\u4ed8\u30ab\u30e9\u30e0\u304b\u3089\u66dc\u65e5\u30fb\u6708\u30fb\u5b63\u7bc0\u30d5\u30e9\u30b0\u3092\u4f5c\u6210\u3057\u3001\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092One-Hot Encoding\u3067\u5909\u63db\u3059\u308bPython\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u300d\u3068\u3044\u3046\u5f62\u3067\u5177\u4f53\u7684\u306b\u6307\u793a\u3059\u308b\u3068Claude Code\u304c\u5b9f\u88c5\u3057\u3066\u304f\u308c\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u306f\u3069\u3046\u3084\u3063\u3066\u78ba\u8a8d\u3067\u304d\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"RandomForest\u30fbXGBoost\u30fbLightGBM\u306a\u3069\u306e\u30c4\u30ea\u30fc\u7cfb\u30e2\u30c7\u30eb\u306f\u3001\u5b66\u7fd2\u5f8c\u306b\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\uff08Feature Importance\uff09\u3092\u81ea\u52d5\u8a08\u7b97\u3057\u307e\u3059\u3002Python\u306eScikit-learn\u3067\u306f`model.feature_importances_`\u3067\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002Claude Code\u306b\u300c\u7279\u5fb4\u91cf\u91cd\u8981\u5ea6\u3092\u8a08\u7b97\u3057\u3066\u53ef\u8996\u5316\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308c\u3070\u3001\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u7279\u5fb4\u91cf\u3068\u3057\u3066\u4f7f\u3046\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u4e3b\u306a\u65b9\u6cd5\u306f(1)TF-IDF\uff08\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306b\u57fa\u3065\u304f\u6570\u5024\u5316\uff09\u3001(2)\u611f\u60c5\u30b9\u30b3\u30a2\uff08\u30dd\u30b8\u30c6\u30a3\u30d6\u30fb\u30cd\u30ac\u30c6\u30a3\u30d6\u7b49\u306e\u611f\u60c5\u5024\uff09\u3001(3)Embedding\uff08Word2Vec\u30fbBERT\u306a\u3069\u306b\u3088\u308b\u610f\u5473\u7684\u306a\u30d9\u30af\u30c8\u30eb\u8868\u73fe\uff09\u306e3\u3064\u3067\u3059\u3002\u7528\u9014\u3068\u7cbe\u5ea6\u8981\u4ef6\u306b\u3088\u3063\u3066\u4f7f\u3044\u5206\u3051\u307e\u3059\u3002\"\n      }\n    }\n  ]\n}\n<\/script>\n\n\n\n<h2 id=\"sec-bonus\">\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u3088\u304f\u3042\u308b\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u3068\u56de\u907f\u7b56<\/h2>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u7d4c\u9a13\u3092\u7a4d\u307e\u306a\u3044\u3068\u9665\u308a\u3084\u3059\u3044\u843d\u3068\u3057\u7a74\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u5f0a\u793e\u304cAI\u5c0e\u5165\u652f\u63f4\u3067\u591a\u304f\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u308f\u3063\u305f\u4e2d\u3067\u3001\u3088\u304f\u898b\u304b\u3051\u308b\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3>\u5931\u6557\u30d1\u30bf\u30fc\u30f31\uff1a\u300c\u3068\u308a\u3042\u3048\u305a\u5168\u90e8\u5165\u308c\u308b\u300d\u554f\u984c<\/h3>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u6700\u3082\u591a\u3044\u5931\u6557\u306f\u3001\u300c\u624b\u5143\u306b\u3042\u308b\u30c7\u30fc\u30bf\u3092\u5168\u90e8\u7279\u5fb4\u91cf\u3068\u3057\u3066\u7a81\u3063\u8fbc\u3080\u300d\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306f\u591a\u3051\u308c\u3070\u826f\u3044\u3060\u308d\u3046\u3068\u3044\u3046\u767a\u60f3\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u7121\u95a2\u4fc2\u306a\u7279\u5fb4\u91cf\u304c\u591a\u3044\u307b\u3069\u30e2\u30c7\u30eb\u304c\u300c\u30ce\u30a4\u30ba\u300d\u3092\u5b66\u7fd2\u3057\u3066\u3057\u307e\u3044\u3001\u672c\u5f53\u306b\u91cd\u8981\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u3079\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u300c\u904e\u5b66\u7fd2\uff08\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\uff09\u300d\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u5bfe\u7b56\u306f\u300c\u306a\u305c\u3053\u306e\u7279\u5fb4\u91cf\u3092\u4f7f\u3046\u304b\u300d\u3092\u660e\u793a\u7684\u306b\u7406\u7531\u3092\u8a00\u3048\u308b\u3082\u306e\u3060\u3051\u3092\u4f7f\u3046\u3053\u3068\u3067\u3059\u3002\u300c\u7d4c\u9a13\u4e0a\u3053\u306e\u5909\u6570\u306f\u91cd\u8981\u3060\u300d\u300c\u3053\u306e\u5909\u6570\u3068\u76ee\u7684\u5909\u6570\u306b\u306f\u76f8\u95a2\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u4eee\u8aac\u3092\u6301\u3066\u306a\u3044\u7279\u5fb4\u91cf\u306f\u3001\u307e\u305a\u9664\u5916\u3057\u3066\u307f\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3>\u5931\u6557\u30d1\u30bf\u30fc\u30f32\uff1a\u30c7\u30fc\u30bf\u30ea\u30fc\u30af\uff08\u60c5\u5831\u6f0f\u3048\u3044\uff09<\/h3>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u30c7\u30fc\u30bf\u30ea\u30fc\u30af\uff08Data Leakage\uff09\u306f\u3001\u300c\u672a\u6765\u306e\u60c5\u5831\u304c\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u306b\u7d1b\u308c\u8fbc\u3080\u300d\u554f\u984c\u3067\u3059\u3002\u4f8b\u3048\u3070\u300c\u660e\u65e5\u306e\u58f2\u4e0a\u3092\u4e88\u6e2c\u3059\u308b\u30e2\u30c7\u30eb\u300d\u306b\u300c\u305d\u306e\u65e5\u306e\u58f2\u4e0a\u5408\u8a08\u300d\u3092\u7279\u5fb4\u91cf\u3068\u3057\u3066\u4f7f\u3063\u3066\u3057\u307e\u3046\u3068\u3001\u4e88\u6e2c\u6642\u306b\u306f\u77e5\u308a\u3048\u306a\u3044\u60c5\u5831\u3092\u5b66\u7fd2\u306b\u4f7f\u3063\u3066\u3044\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306f\u7570\u5e38\u306b\u9ad8\u304f\u51fa\u307e\u3059\u304c\u3001\u5b9f\u969b\u306b\u4e88\u6e2c\u3055\u305b\u308b\u3068\u5168\u304f\u4f7f\u3048\u306a\u3044\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u5bfe\u7b56\u306f\u300c\u4e88\u6e2c\u3092\u884c\u3046\u6642\u70b9\u3067\u672c\u5f53\u306b\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306e\u307f\u3092\u7279\u5fb4\u91cf\u3068\u3057\u3066\u4f7f\u3046\u300d\u3053\u3068\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u7279\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3001\u300c\u4e88\u6e2c\u5bfe\u8c61\u306e\u65e5\u6642\u3088\u308a\u5f8c\u306e\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u3066\u3044\u306a\u3044\u304b\u300d\u3092\u5e38\u306b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u7fd2\u6163\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3>\u5931\u6557\u30d1\u30bf\u30fc\u30f33\uff1a\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u6b63\u898f\u5316\u306e\u8a08\u7b97\u3092\u3059\u308b<\/h3>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u6b63\u898f\u5316\uff080\u301c1\u3078\u306e\u5909\u63db\uff09\u3084\u6a19\u6e96\u5316\uff08\u5e73\u57470\u30fb\u6a19\u6e96\u504f\u5dee1\u3078\u306e\u5909\u63db\uff09\u306f\u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u3067\u8a08\u7b97\u3057\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u300d\u3092\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u3082\u9069\u7528\u3059\u308b\u306e\u304c\u6b63\u3057\u3044\u624b\u9806\u3067\u3059\u3002\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u6b63\u898f\u5316\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a08\u7b97\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u300c\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u3069\u308c\u3060\u3051\u6c4e\u5316\u3067\u304d\u308b\u304b\u300d\u306e\u6b63\u78ba\u306a\u8a55\u4fa1\u304c\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002Python\u306e`sklearn`\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001`fit_transform()`\u306f\u8a13\u7df4\u30c7\u30fc\u30bf\u306b\u306e\u307f\u3001`transform()`\u306f\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u9069\u7528\u3059\u308b\u306e\u304c\u6b63\u3057\u3044\u4f7f\u3044\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"g-balloon-row\">\n  <div class=\"g-balloon-avatar\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo.png\" alt=\"\u83c5\u6fa4\" class=\"g-balloon-img\"><\/div>\n  <div class=\"g-balloon-bubble g-balloon-left\"><p>\u300c\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u96e3\u3057\u305d\u3046\u300d\u3068\u611f\u3058\u308b\u65b9\u3082\u591a\u3044\u3067\u3059\u304c\u3001\u6700\u521d\u306f\u300c\u696d\u52d9\u7d4c\u9a13\u3067\u611f\u3058\u3066\u3044\u308b\u52d8\u300d\u3092\u7279\u5fb4\u91cf\u306b\u843d\u3068\u3057\u8fbc\u3080\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u6700\u3082\u52b9\u679c\u7684\u3067\u3059\u3002\u300c\u30d9\u30c6\u30e9\u30f3\u304c\u306a\u305c\u305d\u306e\u5546\u8ac7\u304c\u53d6\u308c\u308b\u3068\u601d\u3063\u305f\u304b\u300d\u300c\u306a\u305c\u305d\u306e\u9867\u5ba2\u304c\u96e2\u8131\u3057\u305d\u3046\u3060\u3068\u601d\u3063\u305f\u304b\u300d\u2014\u2014\u305d\u306e\u76f4\u611f\u3092\u6570\u5024\u5316\u3059\u308b\u3053\u3068\u304c\u7279\u5fb4\u91cf\u8a2d\u8a08\u306e\u51fa\u767a\u70b9\u3067\u3059\u3002<\/p><\/div>\n<\/div>\n\n\n\n<div class=\"g-balloon-row g-balloon-row-right\">\n  <div class=\"g-balloon-bubble g-balloon-right\"><p>Claude Code\u306b\u300c\u3053\u306e\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30b3\u30fc\u30c9\u306b\u30c7\u30fc\u30bf\u30ea\u30fc\u30af\u306e\u554f\u984c\u304c\u306a\u3044\u304b\u30c1\u30a7\u30c3\u30af\u3057\u3066\u300d\u3068\u805e\u304f\u3068\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u6307\u6458\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u30b3\u30fc\u30c9\u306e\u30ec\u30d3\u30e5\u30fc\u306b\u3082Claude Code\u306f\u6709\u52b9\u3067\u3001\u4eba\u9593\u3060\u3051\u3067\u306f\u898b\u843d\u3068\u3057\u3084\u3059\u3044\u554f\u984c\u3092\u767a\u898b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p><\/div>\n  <div class=\"g-balloon-avatar\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki.png\" alt=\"\u5c71\u5d0e\" class=\"g-balloon-img\"><\/div>\n<\/div>\n\n\n\n<h3>\u7279\u5fb4\u91cf\u306e\u547d\u540d\u3068\u6587\u66f8\u5316\u306e\u91cd\u8981\u6027<\/h3>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u306a\u306e\u304c\u300c\u7279\u5fb4\u91cf\u306e\u547d\u540d\u3068\u6587\u66f8\u5316\u300d\u3067\u3059\u3002\u300cfeat_001\u300d\u300cx_transformed_v3\u300d\u3068\u3044\u3063\u305f\u610f\u5473\u4e0d\u660e\u306a\u540d\u524d\u306e\u7279\u5fb4\u91cf\u304c\u7a4d\u307f\u91cd\u306a\u308b\u3068\u3001\u5f8c\u3067\u30b3\u30fc\u30c9\u3092\u8aad\u3093\u3060\u3068\u304d\uff08\u3042\u308b\u3044\u306f\u5225\u306e\u62c5\u5f53\u8005\u304c\u5f15\u304d\u7d99\u3044\u3060\u3068\u304d\uff09\u306b\u300c\u3053\u306e\u7279\u5fb4\u91cf\u306f\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u300d\u304c\u5168\u304f\u308f\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u63a8\u5968\u3055\u308c\u308b\u547d\u540d\u898f\u5247\u306f\u300c\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9_\u5909\u6570\u540d_\u5909\u63db\u65b9\u6cd5\u300d\u306e\u5f62\u5f0f\u3067\u3059\u3002\u4f8b\u3048\u3070\u300csales_amount_log\u300d\uff08\u58f2\u4e0a\u91d1\u984d\u306e\u5bfe\u6570\u5909\u63db\uff09\u3001\u300ccustomer_last_login_days\u300d\uff08\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u304b\u3089\u306e\u7d4c\u904e\u65e5\u6570\uff09\u306e\u3088\u3046\u306b\u3001\u5909\u6570\u540d\u3092\u898b\u305f\u3060\u3051\u3067\u4f55\u3092\u610f\u5473\u3059\u308b\u304b\u304c\u308f\u304b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u7279\u5fb4\u91cf\u5b9a\u7fa9\u66f8\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3084Notion\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09\u3092\u4f5c\u3063\u3066\u300c\u306a\u305c\u3053\u306e\u7279\u5fb4\u91cf\u3092\u4f7f\u3063\u305f\u304b\u300d\u300c\u3069\u3093\u306a\u8a08\u7b97\u3067\u4f5c\u3063\u305f\u304b\u300d\u3092\u8a18\u9332\u3057\u3066\u304a\u304f\u3068\u3001\u30e2\u30c7\u30eb\u306e\u6539\u5584\u3084\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u683c\u6bb5\u306b\u697d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">Claude Code\u3067\u7279\u5fb4\u91cf\u6587\u66f8\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30b3\u30fc\u30c9\u304c\u5b8c\u6210\u3057\u305f\u3089\u3001Claude Code\u306b\u300c\u3053\u306e\u30b3\u30fc\u30c9\u3092\u8aad\u3093\u3067\u3001\u5404\u7279\u5fb4\u91cf\u306e\u5b9a\u7fa9\u3068\u8a08\u7b97\u65b9\u6cd5\u3092Markdown\u5f62\u5f0f\u3067\u6587\u66f8\u5316\u3057\u3066\u300d\u3068\u4f9d\u983c\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30b3\u30fc\u30c9\u304b\u3089\u81ea\u52d5\u7684\u306b\u7279\u5fb4\u91cf\u5b9a\u7fa9\u66f8\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u4eba\u9593\u304c\u30bc\u30ed\u304b\u3089\u66f8\u304f\u5834\u5408\u306e10\u5206\u306e1\u306e\u6642\u9593\u3067\u3001\u6f0f\u308c\u306e\u306a\u3044\u5b9a\u7fa9\u66f8\u304c\u5b8c\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3>\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068AutoML\u30fbAutoFE\u306e\u95a2\u4fc2<\/h3>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 0;\">\u8fd1\u5e74\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u81ea\u52d5\u5316\u3059\u308b\u300cAutoFE\uff08Automated Feature Engineering\uff09\u300d\u30c4\u30fc\u30eb\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002DeepFeatureSynthesis\u30fbFeaturetools\u30fbAutoGluon\u306a\u3069\u306e\u30c4\u30fc\u30eb\u304c\u4ee3\u8868\u4f8b\u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u81ea\u52d5\u7684\u306b\u6709\u671b\u306a\u7279\u5fb4\u91cf\u3092\u5927\u91cf\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u4e00\u898b\u4fbf\u5229\u3067\u3059\u304c\u3001\u300c\u306a\u305c\u3053\u306e\u7279\u5fb4\u91cf\u304c\u91cd\u8981\u306a\u306e\u304b\u300d\u3068\u3044\u3046\u89e3\u91c8\u304c\u96e3\u3057\u304f\u306a\u308b\u305f\u3081\u3001\u696d\u52d9\u3067\u4f7f\u3046\u5834\u5408\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u7279\u306b\u533b\u7642\u30fb\u91d1\u878d\u30fb\u4eba\u4e8b\u306a\u3069\u300cAI\u306e\u5224\u65ad\u6839\u62e0\u3092\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u304c\u91cd\u8981\u306a\u9818\u57df\u300d\u3067\u306f\u3001\u81ea\u52d5\u751f\u6210\u3055\u308c\u305f\u89e3\u91c8\u4e0d\u80fd\u306a\u7279\u5fb4\u91cf\u3088\u308a\u3082\u3001\u4eba\u9593\u304c\u610f\u5473\u3092\u7406\u89e3\u3067\u304d\u308b\u7279\u5fb4\u91cf\u304c\u597d\u307e\u308c\u307e\u3059\u3002AutoFE\u306f\u300c\u63a2\u7d22\u306e\u30d2\u30f3\u30c8\u3092\u5f97\u308b\u300d\u305f\u3081\u306b\u4f7f\u3044\u3001\u6700\u7d42\u7684\u306b\u306f\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3092\u6301\u3064\u4eba\u9593\u304c\u7279\u5fb4\u91cf\u3092\u9078\u5225\u3059\u308b\u3001\u3068\u3044\u3046\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u307e\u305f\u3001Claude Code\u3092\u4f7f\u3048\u3070\u300c\u3053\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u6709\u671b\u306a\u7279\u5fb4\u91cf\u306e\u30a2\u30a4\u30c7\u30a2\u309220\u500b\u51fa\u3057\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3053\u3068\u3067\u3001AutoFE\u7684\u306a\u63a2\u7d22\u3092AI\u306b\u624b\u4f1d\u3063\u3066\u3082\u3089\u3046\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u3092Claude\u306b\u4efb\u305b\u3001\u9078\u5225\u306f\u4eba\u9593\u304c\u884c\u3046\u3068\u3044\u3046\u5206\u696d\u304c\u3001\u7cbe\u5ea6\u3068\u89e3\u91c8\u6027\u3092\u4e21\u7acb\u3059\u308b\u8fd1\u9053\u3067\u3059\u3002<\/p>\n\n\n\n<h3>\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/h3>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 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Code\u306b\u300c\u3053\u306e\u524d\u51e6\u7406\u30b3\u30fc\u30c9\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u66f8\u304d\u76f4\u3057\u3066\u300d\u300c\u3053\u306e\u30a8\u30e9\u30fc\u306e\u539f\u56e0\u3068\u4fee\u6b63\u65b9\u6cd5\u3092\u6559\u3048\u3066\u300d\u3068\u805e\u304d\u306a\u304c\u3089\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u72ec\u5b66\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u683c\u6bb5\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p style=\"font-size:15px;line-height:1.8;margin:16px 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