{"id":15432,"date":"2026-07-13T05:53:07","date_gmt":"2026-07-12T20:53:07","guid":{"rendered":"https:\/\/genai-ai.co.jp\/ai-kanri\/?p=15432"},"modified":"2026-07-13T05:53:07","modified_gmt":"2026-07-12T20:53:07","slug":"cc-clustering","status":"publish","type":"post","link":"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-clustering\/","title":{"rendered":"\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u306f\uff1f\u5206\u985e\u3068\u306e\u9055\u3044\u30fb\u624b\u6cd5\u30fb\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"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-clustering.jpg\" alt=\"\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u306f\uff1f\u5206\u985e\u3068\u306e\u9055\u3044\u30fb\u624b\u6cd5\u30fb\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\" 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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u306f\u2014\u2014\u300c\u7b54\u3048\u306a\u3057\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u300d\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<\/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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u5206\u985e\u306e\u6c7a\u5b9a\u7684\u306a\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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u4e3b\u8981\u624b\u6cd5\u2014\u2014k-means\u30fb\u968e\u5c64\u578b\u30fbDBSCAN<\/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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b\u2014\u2014\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4e2d\u5fc3\u306b<\/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>Claude Code\u3067\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u3092\u4f9d\u983c\u3059\u308b\u65b9\u6cd5<\/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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/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>\u307e\u3068\u3081\uff5c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7406\u89e3\u304c\u9867\u5ba2\u5206\u6790\u306e\u7cbe\u5ea6\u3092\u5909\u3048\u308b<\/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\u9867\u5ba2\u30c7\u30fc\u30bf\u3092AI\u3067\u5206\u6790\u3059\u308b\u300d\u3068\u805e\u3044\u305f\u3068\u304d\u3001\u305d\u306e\u4e2d\u5fc3\u7684\u306a\u624b\u6cd5\u306e\u4e00\u3064\u304c<strong>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/strong>\u3067\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u306b\u5206\u985e\u3055\u308c\u3001<strong>\u4e8b\u524d\u306b\u7b54\u3048\uff08\u6b63\u89e3\uff09\u3092\u4e0e\u3048\u306a\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u304c\u81ea\u52d5\u7684\u306b\u4f3c\u305f\u3082\u306e\u540c\u58eb\u3067\u30b0\u30eb\u30fc\u30d7\u5316<\/strong>\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9867\u5ba2\u306e\u8cfc\u8cb7\u884c\u52d5\u30fb\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u30fb\u30a2\u30f3\u30b1\u30fc\u30c8\u56de\u7b54\u306a\u3069\u3001\u300c\u3069\u3046\u5206\u985e\u3059\u3079\u304d\u304b\u5206\u304b\u3089\u306a\u3044\u5927\u91cf\u30c7\u30fc\u30bf\u300d\u304b\u3089\u610f\u5473\u306e\u3042\u308b\u533a\u5206\u3051\u3092\u767a\u898b\u3059\u308b\u306e\u304c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u5f97\u610f\u9818\u57df\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u6982\u5ff5\u304b\u3089\u300c\u5206\u985e\u300d\u3068\u306e\u9055\u3044\u30fb\u4e3b\u8981\u624b\u6cd5\u30fb\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b\u307e\u3067\u3001<strong>Claude Code\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u5206\u6790<\/strong>\u306b\u7d50\u3073\u3064\u3051\u306a\u304c\u3089\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\/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\u9867\u5ba2\u3092\u5c5e\u6027\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u8981\u671b\u3092Claude Code\u306b\u4f1d\u3048\u305f\u3068\u304d\u3001k-means\u3068\u3044\u3046\u624b\u6cd5\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u306ePython\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u6982\u5ff5\u3092\u77e5\u3063\u3066\u3044\u308b\u3068\u30b3\u30fc\u30c9\u306e\u610f\u56f3\u304c\u5206\u304b\u308a\u3001\u300c\u30af\u30e9\u30b9\u30bf\u6570\u30925\u304b\u30893\u306b\u5909\u3048\u3066\u300d\u3068\u3044\u3046\u5177\u4f53\u7684\u306a\u4fee\u6b63\u6307\u793a\u304c\u3067\u304d\u308b\u3088\u3046\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\/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\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u7b54\u3048\u3092\u6c7a\u3081\u305a\u306b\u30c7\u30fc\u30bf\u306b\u8a9e\u3089\u305b\u308b\u5206\u6790\u300d\u3067\u3059\u3002\u300c\u8cfc\u8cb7\u91d1\u984d\u304c\u9ad8\u304f\u3066\u8cfc\u8cb7\u983b\u5ea6\u304c\u4f4e\u3044\u9867\u5ba2\u300d\u300c\u5b89\u304f\u3066\u983b\u7e41\u306b\u8cb7\u3046\u9867\u5ba2\u300d\u306a\u3069\u3092\u4eba\u9593\u304c\u8a2d\u8a08\u3057\u306a\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u304c\u81ea\u7136\u3068\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u304b\u308c\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u5f97\u3089\u308c\u308b\u3053\u3068:<\/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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u672c\u8cea\u2014\u2014\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3067\u30c7\u30fc\u30bf\u304c\u81ea\u52d5\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u308b\u4ed5\u7d44\u307f\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>\u5206\u985e\u3068\u306e<strong>\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/strong>\u2014\u2014\u300c\u6b63\u89e3\u30c7\u30fc\u30bf\u306e\u6709\u7121\u300d\u304c\u5206\u304b\u308c\u76ee<\/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>k-means\u30fb\u968e\u5c64\u578b\u30fbDBSCAN<strong>3\u3064\u306e\u4e3b\u8981\u624b\u6cd5\u306e\u7279\u5fb4<\/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>\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u5e02\u5834\u5206\u6790\u30fb\u7570\u5e38\u691c\u77e5\u3067\u306e<strong>\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b<\/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>Claude Code\u306b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u3092<strong>\u4f9d\u983c\u3059\u308b\u3068\u304d\u306e\u5177\u4f53\u7684\u306a\u6307\u793a\u65b9\u6cd5<\/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-clustering&#038;blog_slug=cc-clustering\" 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-clustering&#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;\">DEFINITION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u306f\u2014\u2014\u300c\u7b54\u3048\u306a\u3057\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u300d\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<\/span>\n  <span class=\"section-desc\">\u30c7\u30fc\u30bf\u306e\u985e\u4f3c\u5ea6\u3092AI\u304c\u81ea\u52d5\u8a08\u7b97\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u308b\u6280\u8853<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff08Clustering\uff09\u3068\u306f\u3001<strong>\u300c\u30c7\u30fc\u30bf\u9593\u306e\u985e\u4f3c\u5ea6\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u300d<\/strong>\u3067\u3059\u3002\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u3053\u3068\u3092\u300c\u30af\u30e9\u30b9\u30bf\uff08Cluster\uff09\u300d\u3068\u547c\u3073\u30011\u3064\u306e\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30c7\u30fc\u30bf\u306f\u4e92\u3044\u306b\u985e\u4f3c\u5ea6\u304c\u9ad8\u304f\u3001\u7570\u306a\u308b\u30af\u30e9\u30b9\u30bf\u306e\u30c7\u30fc\u30bf\u3068\u306f\u985e\u4f3c\u5ea6\u304c\u4f4e\u3044\u72b6\u614b\u3092\u4f5c\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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff08Clustering\uff09<\/strong>\uff1a\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u624b\u6cd5\u306e\u4e00\u3064\u3002\u300c\u6b63\u89e3\u30e9\u30d9\u30eb\uff08\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u304b\u306e\u7b54\u3048\uff09\u300d\u306a\u3057\u306b\u3001\u30c7\u30fc\u30bf\u9593\u306e\u985e\u4f3c\u5ea6\u30fb\u8ddd\u96e2\u3092\u8a08\u7b97\u3057\u3066\u30b0\u30eb\u30fc\u30d7\uff08\u30af\u30e9\u30b9\u30bf\uff09\u3092\u81ea\u52d5\u5f62\u6210\u3059\u308b\u3002\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u7570\u5e38\u691c\u77e5\u30fb\u6587\u66f8\u5206\u985e\u306a\u3069\u5e45\u5e83\u3044\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u6d3b\u7528\u3055\u308c\u308b\u3002\u30af\u30e9\u30b9\u30bf\u5206\u6790\u30fb\u30c7\u30fc\u30bf\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u3082\u547c\u3070\u308c\u308b\u3002<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e5\u5e38\u306e\u4f8b\u3048\u3067\u8a00\u3046\u3068\u2014\u2014\u672c\u5c4b\u3067\u30d0\u30e9\u30d0\u30e9\u306b\u4e26\u3093\u3067\u3044\u305f\u672c\u3092\u3001\u5185\u5bb9\u306e\u985e\u4f3c\u5ea6\u3067\u300c\u30d3\u30b8\u30cd\u30b9\u66f8\u300d\u300c\u5c0f\u8aac\u300d\u300c\u6280\u8853\u66f8\u300d\u300c\u6599\u7406\u672c\u300d\u306b\u81ea\u52d5\u7684\u306b\u68da\u5206\u3051\u3057\u3066\u304f\u308c\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u3069\u306e\u68da\u306b\u4f55\u304c\u5165\u308b\u304b\u3092\u6700\u521d\u304b\u3089\u6c7a\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u672c\u306e\u5185\u5bb9\u3092\u5206\u6790\u3057\u3066\u300c\u4f3c\u3066\u3044\u308b\u672c\u540c\u58eb\u300d\u3092\u96c6\u3081\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u6982\u5ff5<\/th><th>\u4f8b\u3048<\/th><th>\u5177\u4f53\u7684\u306a\u52d5\u4f5c<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u30c7\u30fc\u30bf<\/td><td>\u30d0\u30e9\u30d0\u30e9\u306e\u672c<\/td><td>\u9867\u5ba2\u306e\u8cfc\u8cb7\u30c7\u30fc\u30bf\u30fb\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u30fb\u30a2\u30f3\u30b1\u30fc\u30c8\u56de\u7b54<\/td><\/tr>\n<tr><td>\u985e\u4f3c\u5ea6\u8a08\u7b97<\/td><td>\u300c\u3053\u306e\u672c\u3068\u3042\u306e\u672c\u306e\u5185\u5bb9\u306f\u4f3c\u3066\u3044\u308b\u300d<\/td><td>\u30c7\u30fc\u30bf\u9593\u306e\u8ddd\u96e2\u30fb\u76f8\u95a2\u3092\u6570\u5024\u3067\u8a08\u7b97<\/td><\/tr>\n<tr><td>\u30af\u30e9\u30b9\u30bf\u5f62\u6210<\/td><td>\u540c\u30b8\u30e3\u30f3\u30eb\u306e\u672c\u3092\u540c\u3058\u68da\u306b\u307e\u3068\u3081\u308b<\/td><td>\u4f3c\u305f\u30c7\u30fc\u30bf\u3092\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u306b\u5272\u308a\u5f53\u3066<\/td><\/tr>\n<tr><td>\u7d50\u679c<\/td><td>\u68da\u5225\u306b\u5206\u985e\u3055\u308c\u305f\u672c<\/td><td>\u610f\u5473\u306e\u3042\u308b\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u30fb\u30c7\u30fc\u30bf\u30d1\u30bf\u30fc\u30f3\u306e\u767a\u898b<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u304c\u4ed6\u306e\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u3068\u6839\u672c\u7684\u306b\u7570\u306a\u308b\u306e\u306f\u3001<strong>\u5b66\u7fd2\u524d\u306b\u300c\u4f55\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u308b\u304b\uff08\u4e00\u90e8\u306e\u624b\u6cd5\uff09\u300d\u3068\u300c\u3069\u3093\u306a\u7279\u5fb4\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u304b\u300d\u3092\u4eba\u9593\u304c\u7d30\u304b\u304f\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u306a\u3044<\/strong>\u70b9\u3067\u3059\u3002AI\u304c\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u81ea\u7136\u306b\u985e\u4f3c\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3057\u307e\u3059\u3002<\/p>\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-clustering&#038;blog_slug=cc-clustering\" 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-clustering&#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;\">CLASSIFICATION DIFFERENCE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u5206\u985e\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/span>\n  <span class=\"section-desc\">\u300c\u6b63\u89e3\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u304b\u5426\u304b\u300d\u2014\u2014\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u5206\u304b\u308c\u76ee<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u6700\u3082\u6df7\u540c\u3055\u308c\u308b\u306e\u304c\u300c\u5206\u985e\uff08Classification\uff09\u300d\u3067\u3059\u3002\u3069\u3061\u3089\u3082\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u306b\u632f\u308a\u5206\u3051\u307e\u3059\u304c\u3001\u6839\u672c\u7684\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u89b3\u70b9<\/th><th>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/th><th>\u5206\u985e\uff08Classification\uff09<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u5b66\u7fd2\u7a2e\u5225<\/td><td>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<\/td><td>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/td><\/tr>\n<tr><td>\u6b63\u89e3\u30c7\u30fc\u30bf<\/td><td>\u4e0d\u8981\u2014\u2014AI\u304c\u30d1\u30bf\u30fc\u30f3\u3092\u81ea\u52d5\u767a\u898b<\/td><td>\u5fc5\u8981\u2014\u2014\u4eba\u9593\u304c\u6b63\u89e3\u30e9\u30d9\u30eb\u3092\u4ed8\u4e0e<\/td><\/tr>\n<tr><td>\u30b0\u30eb\u30fc\u30d7\u306e\u5b9a\u7fa9<\/td><td>AI\u304c\u30c7\u30fc\u30bf\u304b\u3089\u81ea\u52d5\u5f62\u6210<\/td><td>\u4eba\u9593\u304c\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u305f\u30ab\u30c6\u30b4\u30ea<\/td><\/tr>\n<tr><td>\u5177\u4f53\u4f8b<\/td><td>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u304b\u3089\u81ea\u52d5\u7684\u306b\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u767a\u898b<\/td><td>\u904e\u53bb\u306e\u300c\u30b9\u30d1\u30e0\/\u975e\u30b9\u30d1\u30e0\u300d\u30e1\u30fc\u30eb\u3067\u5b66\u7fd2\u3057\u3066\u5206\u985e<\/td><\/tr>\n<tr><td>\u4f7f\u3044\u5834\u9762<\/td><td>\u300c\u3069\u3093\u306a\u30b0\u30eb\u30fc\u30d7\u304c\u3042\u308b\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u5834\u5408<\/td><td>\u300c\u3053\u306e\u30c7\u30fc\u30bf\u306fA\u30fbB\u30fbC\u306e\u3069\u308c\u304b\u5224\u5b9a\u3057\u305f\u3044\u300d\u5834\u5408<\/td><\/tr>\n<tr><td>\u7d50\u679c\u306e\u89e3\u91c8<\/td><td>\u4eba\u9593\u304c\u7d50\u679c\u3092\u898b\u3066\u30b0\u30eb\u30fc\u30d7\u306b\u540d\u524d\u3092\u3064\u3051\u308b<\/td><td>\u4e8b\u524d\u5b9a\u7fa9\u306e\u30e9\u30d9\u30eb\u304c\u81ea\u52d5\u3067\u4ed8\u4e0e\u3055\u308c\u308b<\/td><\/tr>\n<\/tbody>\n<\/table>\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>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\uff08Unsupervised Learning\uff09<\/strong>\uff1a\u6b63\u89e3\u30e9\u30d9\u30eb\uff08\u7b54\u3048\uff09\u306a\u3057\u306bAI\u304c\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u30fb\u69cb\u9020\u3092\u81ea\u52d5\u767a\u898b\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u304c\u4ee3\u8868\u4f8b\u3002\u5bfe\u7fa9\u8a9e\u306f\u300c\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\uff08Supervised Learning\uff09\u300d\u3067\u3001\u3053\u3061\u3089\u306f\u6b63\u89e3\u4ed8\u304d\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3059\u308b\u3002\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u300c\u4f55\u3092\u767a\u898b\u3059\u308b\u304b\u3092\u4e8b\u524d\u306b\u77e5\u3089\u306a\u3044\u300d\u72b6\u6cc1\u3067\u306e\u63a2\u7d22\u7684\u5206\u6790\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u5224\u65ad\u306e\u76ee\u5b89:<\/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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u9078\u3076\u3068\u304d\uff1a<\/strong>\u300c\u9867\u5ba2\u3092\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3057\u305f\u3044\u304c\u3001\u3069\u3093\u306a\u30b0\u30eb\u30fc\u30d7\u304c\u3042\u308b\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u300c\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u610f\u5473\u306e\u3042\u308b\u30d1\u30bf\u30fc\u30f3\u304c\u96a0\u308c\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\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>\u5206\u985e\u3092\u9078\u3076\u3068\u304d\uff1a<\/strong>\u300c\u3053\u306e\u30e1\u30fc\u30eb\u306f\u30b9\u30d1\u30e0\u304b\u3069\u3046\u304b\u5224\u5b9a\u3057\u305f\u3044\u300d\u300c\u88fd\u54c1\u306e\u826f\u54c1\u30fb\u4e0d\u826f\u54c1\u3092\u81ea\u52d5\u5224\u5b9a\u3057\u305f\u3044\u300d\u306a\u3069\u7b54\u3048\u304c\u660e\u78ba\u306b\u3042\u308b\u5834\u5408<\/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;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5f8c\u306b\u5206\u985e\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3082\u591a\u3044<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u5b9f\u52d9\u3067\u306f\u300c\u307e\u305a\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3067\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u767a\u898b\u2192\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u4e0e\uff08\u300c\u9ad8\u984d\u512a\u826f\u9867\u5ba2\u300d\u7b49\uff09\u2192\u305d\u306e\u30e9\u30d9\u30eb\u3092\u6b63\u89e3\u3068\u3057\u3066\u5206\u985e\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u300d\u3068\u3044\u30462\u6bb5\u968e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3088\u304f\u4f7f\u308f\u308c\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3067\u767a\u898b\u2192\u5206\u985e\u3067\u81ea\u52d5\u5316\u3068\u3044\u3046\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002<\/p>\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-clustering&#038;blog_slug=cc-clustering\" 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-clustering&#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;\">METHODS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u4e3b\u8981\u624b\u6cd5\u2014\u2014k-means\u30fb\u968e\u5c64\u578b\u30fbDBSCAN<\/span>\n  <span class=\"section-desc\">3\u3064\u306e\u624b\u6cd5\u306e\u7279\u5fb4\u3068\u4f7f\u3044\u5206\u3051\u3092\u628a\u63e1\u3059\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u306f\u8907\u6570\u306e\u624b\u6cd5\u304c\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u30fb\u30af\u30e9\u30b9\u30bf\u6570\u306e\u4e8b\u524d\u77e5\u8b58\u30fb\u8a08\u7b97\u30b3\u30b9\u30c8\u306b\u3088\u3063\u3066\u6700\u9069\u306a\u624b\u6cd5\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a3\u3064\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. k-means\u6cd5\uff08k\u5e73\u5747\u6cd5\uff09\u2014\u2014\u6700\u3082\u5e83\u304f\u4f7f\u308f\u308c\u308b\u57fa\u672c\u624b\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">k-means\u6cd5\u306f\u300c\u30af\u30e9\u30b9\u30bf\u6570k\uff08\u3044\u304f\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u308b\u304b\uff09\u3092\u4e8b\u524d\u306b\u6307\u5b9a\u300d\u3057\u3066\u304b\u3089\u3001\u5404\u30c7\u30fc\u30bf\u3092\u6700\u3082\u8fd1\u3044\u91cd\u5fc3\uff08\u30bb\u30f3\u30c8\u30ed\u30a4\u30c9\uff09\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5272\u308a\u5f53\u3066\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>k\u500b\u306e\u91cd\u5fc3\u3092<br>\u30e9\u30f3\u30c0\u30e0\u914d\u7f6e<\/strong><br><span style=\"font-size:12px;\">k=3\u306a\u3089<br>3\u70b9\u3092\u30e9\u30f3\u30c0\u30e0\u306b<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u5404\u30c7\u30fc\u30bf\u3092<br>\u6700\u8fd1\u91cd\u5fc3\u306b\u5272\u5f53<\/strong><br><span style=\"font-size:12px;\">\u8ddd\u96e2\u304c\u8fd1\u3044<br>\u30b0\u30eb\u30fc\u30d7\u3078<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u91cd\u5fc3\u3092\u518d\u8a08\u7b97<\/strong><br><span style=\"font-size:12px;\">\u30b0\u30eb\u30fc\u30d7\u5185\u306e<br>\u5e73\u5747\u4f4d\u7f6e\u306b\u79fb\u52d5<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u5272\u5f53\u5909\u5316\u306a\u3057<br>\u307e\u3067\u7e70\u308a\u8fd4\u3059<\/strong><br><span style=\"font-size:12px;\">\u53ce\u675f\u3059\u308b\u307e\u3067<br>2\u21923\u21922\u3092\u7e70\u8fd4\u3057<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u5b8c\u6210<\/strong><br><span style=\"font-size:12px;\">k\u500b\u306e<br>\u30af\u30e9\u30b9\u30bf\u304c\u78ba\u5b9a<\/span><\/div>\n<\/div>\n\n\n\n<table>\n<thead><tr><th>\u89b3\u70b9<\/th><th>k-means\u6cd5\u306e\u7279\u6027<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u7279\u5fb4<\/td><td>\u8a08\u7b97\u901f\u5ea6\u304c\u901f\u304f\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306b\u5411\u304f<\/td><\/tr>\n<tr><td>\u30c7\u30e1\u30ea\u30c3\u30c8<\/td><td>k\u306e\u6570\u3092\u4e8b\u524d\u306b\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u30fb\u5916\u308c\u5024\uff08\u7570\u5e38\u5024\uff09\u306b\u5f31\u3044<\/td><\/tr>\n<tr><td>\u6700\u9069\u306a\u7528\u9014<\/td><td>\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u6587\u66f8\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30fb\u753b\u50cf\u5727\u7e2e<\/td><\/tr>\n<tr><td>Python\u30b3\u30fc\u30c9<\/td><td>sklearn.cluster.KMeans\uff08Claude Code\u304c\u751f\u6210\uff09<\/td><\/tr>\n<\/tbody>\n<\/table>\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>k-means\u6cd5\uff08k\u5e73\u5747\u6cd5\uff09<\/strong>\uff1a\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u6700\u3082\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3002\u4e8b\u524d\u306b\u30af\u30e9\u30b9\u30bf\u6570k\uff08\u4f8b\uff1a3\u30b0\u30eb\u30fc\u30d7\uff09\u3092\u6307\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u3092\u6700\u3082\u8fd1\u3044\u300c\u91cd\u5fc3\uff08\u30bb\u30f3\u30c8\u30ed\u30a4\u30c9\uff09\u300d\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u7e70\u308a\u8fd4\u3057\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067k\u500b\u306e\u30af\u30e9\u30b9\u30bf\u3092\u5f62\u6210\u3059\u308b\u3002Python\u306esciKit-learn\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u7c21\u5358\u306b\u5b9f\u88c5\u3067\u304d\u308b\u305f\u3081\u3001Claude Code\u304c\u6700\u3082\u3088\u304f\u751f\u6210\u3059\u308b\u624b\u6cd5\u3067\u3082\u3042\u308b\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-2. \u968e\u5c64\u578b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u2014\u2014\u6a39\u5f62\u56f3\u3067\u5168\u6bb5\u968e\u3092\u53ef\u8996\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u968e\u5c64\u578b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f<strong>k\u3092\u4e8b\u524d\u6307\u5b9a\u305b\u305a\u306b<\/strong>\u3001\u30c7\u30fc\u30bf\u3092\u6700\u3082\u8fd1\u3044\u3082\u306e\u540c\u58eb\u304b\u3089\u9806\u756a\u306b\u7d50\u5408\uff08\u307e\u305f\u306f\u9006\u306b\u5206\u5272\uff09\u3057\u3066\u968e\u5c64\u69cb\u9020\u3092\u4f5c\u308b\u624b\u6cd5\u3067\u3059\u3002\u7d50\u679c\u3092\u300c\u30c7\u30f3\u30c9\u30ed\u30b0\u30e9\u30e0\uff08\u6a39\u5f62\u56f3\uff09\u300d\u3067\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u30c7\u30fc\u30bf\u304c\u4f3c\u3066\u3044\u308b\u304b\u304c\u4e00\u76ee\u3067\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u8a08\u7b97\u624b\u6cd5<\/th><th>\u7279\u5fb4<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u7fa4\u5e73\u5747\u6cd5<\/td><td>\u30af\u30e9\u30b9\u30bf\u9593\u306e\u5168\u30da\u30a2\u8ddd\u96e2\u306e\u5e73\u5747\u3002\u5916\u308c\u5024\u306b\u5f37\u3044<\/td><\/tr>\n<tr><td>\u30a6\u30a9\u30fc\u30c9\u6cd5<\/td><td>\u30af\u30e9\u30b9\u30bf\u5185\u5206\u6563\u3092\u6700\u5c0f\u5316\u3002\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u30af\u30e9\u30b9\u30bf\u3092\u5f62\u6210<\/td><\/tr>\n<tr><td>\u6700\u77ed\u8ddd\u96e2\u6cd5\uff08\u5358\u9023\u7d50\uff09<\/td><td>\u6700\u8fd1\u508d\u30da\u30a2\u306e\u8ddd\u96e2\u3092\u63a1\u7528\u3002\u8a08\u7b97\u91cf\u304c\u5c11\u306a\u3044<\/td><\/tr>\n<tr><td>\u6700\u9577\u8ddd\u96e2\u6cd5\uff08\u5b8c\u5168\u9023\u7d50\uff09<\/td><td>\u6700\u9060\u30da\u30a2\u306e\u8ddd\u96e2\u3092\u63a1\u7528\u3002\u5747\u4e00\u306a\u30af\u30e9\u30b9\u30bf\u3092\u5f62\u6210<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<h3 class=\"wp-block-heading\">3-3. DBSCAN\u2014\u2014\u5bc6\u5ea6\u30d9\u30fc\u30b9\u306e\u624b\u6cd5\u30fb\u7570\u5e38\u691c\u77e5\u306b\u5f37\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DBSCAN\u306f\u300c\u30c7\u30fc\u30bf\u304c\u5bc6\u306b\u96c6\u307e\u3063\u3066\u3044\u308b\u9818\u57df\u3092\u30af\u30e9\u30b9\u30bf\u3068\u3057\u3066\u8a8d\u8b58\u300d\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002k-means\u3068\u7570\u306a\u308a<strong>\u30af\u30e9\u30b9\u30bf\u6570\u3092\u4e8b\u524d\u6307\u5b9a\u4e0d\u8981<\/strong>\u3067\u3001\u300c\u5916\u308c\u5024\uff08\u30ce\u30a4\u30ba\uff09\u300d\u3068\u3057\u3066\u8b58\u5225\u3055\u308c\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\u4e0d\u6b63\u691c\u77e5\u30fb\u88fd\u9020\u30e9\u30a4\u30f3\u306e\u7570\u5e38\u691c\u77e5\u3067\u306e\u6d3b\u7528\u304c\u591a\u3044\u3067\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>DBSCAN\uff08Density-Based Spatial Clustering of Applications with Noise\uff09<\/strong>\uff1a\u5bc6\u5ea6\u306b\u57fa\u3065\u304f\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u624b\u6cd5\u3002\u30c7\u30fc\u30bf\u304c\u5bc6\u306b\u96c6\u307e\u3063\u3066\u3044\u308b\u9818\u57df\u3092\u81ea\u52d5\u3067\u30af\u30e9\u30b9\u30bf\u3068\u3057\u3066\u8a8d\u8b58\u3057\u3001\u5b64\u7acb\u3057\u305f\u30c7\u30fc\u30bf\u3092\u300c\u30ce\u30a4\u30ba\uff08\u5916\u308c\u5024\uff09\u300d\u3068\u3057\u3066\u5206\u985e\u3059\u308b\u3002\u30af\u30e9\u30b9\u30bf\u6570\u3092\u4e8b\u524d\u306b\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u4e0d\u898f\u5247\u306a\u5f62\u72b6\u306e\u30af\u30e9\u30b9\u30bf\u3082\u767a\u898b\u3067\u304d\u308b\u3002\u88fd\u9020\u30e9\u30a4\u30f3\u7570\u5e38\u691c\u77e5\u30fb\u91d1\u878d\u4e0d\u6b63\u691c\u77e5\u306a\u3069\u3067\u6709\u52b9\u3002<\/p>\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-clustering&#038;blog_slug=cc-clustering\" 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-clustering&#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;\">BUSINESS CASES<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b\u2014\u2014\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4e2d\u5fc3\u306b<\/span>\n  <span class=\"section-desc\">\u5b9f\u969b\u306e\u4f01\u696d\u304c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u3069\u306e\u3088\u3046\u306b\u4f7f\u3063\u3066\u3044\u308b\u304b<\/span>\n<\/h2>\n\n\n\n<table>\n<thead><tr><th>\u6d3b\u7528\u9818\u57df<\/th><th>\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4f8b<\/th><th>\u671f\u5f85\u3067\u304d\u308b\u52b9\u679c<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/td><td>\u8cfc\u8cb7\u91d1\u984d\u30fb\u983b\u5ea6\u30fb\u5546\u54c1\u30ab\u30c6\u30b4\u30ea\u3067\u30b0\u30eb\u30fc\u30d7\u5316<\/td><td>\u30bf\u30fc\u30b2\u30c3\u30c8\u5225\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u6700\u9069\u5316<\/td><\/tr>\n<tr><td>\u30de\u30fc\u30b1\u30c3\u30c8\u5206\u6790<\/td><td>\u7af6\u5408\u30fb\u81ea\u793e\u88fd\u54c1\u306e\u7279\u5fb4\u304b\u3089\u5e02\u5834\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u53ef\u8996\u5316<\/td><td>\u30d6\u30e9\u30f3\u30c9\u6226\u7565\u30fb\u5dee\u5225\u5316\u30dd\u30a4\u30f3\u30c8\u306e\u767a\u898b<\/td><\/tr>\n<tr><td>\u5546\u54c1\u30ec\u30b3\u30e1\u30f3\u30c9<\/td><td>\u8cfc\u8cb7\u30d1\u30bf\u30fc\u30f3\u304c\u4f3c\u305f\u9867\u5ba2\u30b0\u30eb\u30fc\u30d7\u3092\u7279\u5b9a<\/td><td>\u300c\u3053\u306e\u9867\u5ba2\u30b0\u30eb\u30fc\u30d7\u304c\u8cb7\u3046\u5546\u54c1\u300d\u306e\u4e88\u6e2c\u7cbe\u5ea6\u5411\u4e0a<\/td><\/tr>\n<tr><td>\u7570\u5e38\u691c\u77e5<\/td><td>\u300c\u901a\u5e38\u306e\u4f7f\u7528\u30d1\u30bf\u30fc\u30f3\u300d\u304b\u3089\u5916\u308c\u305f\u30a2\u30af\u30bb\u30b9\u3092\u691c\u77e5<\/td><td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fb5\u5bb3\u30fb\u4e0d\u6b63\u53d6\u5f15\u306e\u65e9\u671f\u767a\u898b<\/td><\/tr>\n<tr><td>\u6587\u66f8\u30fb\u30c6\u30ad\u30b9\u30c8\u5206\u985e<\/td><td>Web\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u30fb\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u81ea\u52d5\u5206\u985e<\/td><td>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u52b9\u7387\u5316\u30fbFAQ\u5145\u5b9f<\/td><\/tr>\n<tr><td>\u533b\u7642\u30fb\u7814\u7a76<\/td><td>\u60a3\u8005\u30c7\u30fc\u30bf\u304b\u3089\u75be\u60a3\u30b5\u30d6\u30bf\u30a4\u30d7\u3092\u767a\u898b<\/td><td>\u6cbb\u7642\u52b9\u679c\u306e\u9ad8\u3044\u60a3\u8005\u30b0\u30eb\u30fc\u30d7\u306e\u7279\u5b9a<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<h3 class=\"wp-block-heading\">4-1. \u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u969b\u306e\u30d7\u30ed\u30bb\u30b9<\/h3>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>\u9867\u5ba2\u30c7\u30fc\u30bf\u53ce\u96c6<\/strong><br><span style=\"font-size:12px;\">\u8cfc\u8cb7\u984d\u30fb\u983b\u5ea6\u30fb<br>\u6700\u7d42\u8cfc\u8cb7\u65e5\u7b49<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u30c7\u30fc\u30bf\u524d\u51e6\u7406<\/strong><br><span style=\"font-size:12px;\">\u6b63\u898f\u5316\u30fb<br>\u6b20\u640d\u5024\u51e6\u7406<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>k-means\u3067<br>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/strong><br><span style=\"font-size:12px;\">\u6700\u9069\u306ak\u6570\u3092<br>\u63a2\u7d22<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u30af\u30e9\u30b9\u30bf\u3092<br>\u89e3\u91c8\u30fb\u547d\u540d<\/strong><br><span style=\"font-size:12px;\">\u300c\u512a\u826f\u9867\u5ba2\u300d<br>\u300c\u4f11\u7720\u9867\u5ba2\u300d\u7b49<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u65bd\u7b56\u7acb\u6848<\/strong><br><span style=\"font-size:12px;\">\u30bb\u30b0\u30e1\u30f3\u30c8\u5225<br>\u30e1\u30fc\u30eb\u30fb\u5e83\u544a<\/span><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u91cd\u8981\u306a\u306e\u304c\u300c\u30af\u30e9\u30b9\u30bf\u3092\u89e3\u91c8\u30fb\u547d\u540d\u300d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u30b0\u30eb\u30fc\u30d7\u3092\u81ea\u52d5\u5f62\u6210\u300d\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u304b\u306f\u4eba\u9593\u304c\u89e3\u91c8\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u300c\u8cfc\u8cb7\u91d1\u984d\u304c\u9ad8\u304f\u30fb\u8cfc\u8cb7\u983b\u5ea6\u304c\u4f4e\u3044\u300d\u30b0\u30eb\u30fc\u30d7\u306f\u300c\u5e741\u56de\u306e\u5927\u91cf\u8cfc\u5165\u512a\u826f\u9867\u5ba2\u300d\u3001\u300c\u8cfc\u8cb7\u91d1\u984d\u304c\u4f4e\u304f\u30fb\u8cfc\u8cb7\u983b\u5ea6\u304c\u9ad8\u3044\u300d\u30b0\u30eb\u30fc\u30d7\u306f\u300c\u30ea\u30d4\u30fc\u30bf\u30fc\u9867\u5ba2\u300d\u306a\u3069\u3068\u540d\u4ed8\u3051\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;\">RFM\u5206\u6790\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7d44\u307f\u5408\u308f\u305b<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u300cRFM\u5206\u6790\uff08\u6700\u7d42\u8cfc\u8cb7\u65e5\u30fb\u8cfc\u8cb7\u983b\u5ea6\u30fb\u8cfc\u8cb7\u91d1\u984d\u306e3\u8ef8\u5206\u6790\uff09\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u76f8\u6027\u304c\u629c\u7fa4\u3067\u3059\u30023\u8ef8\u306e\u30c7\u30fc\u30bf\u3092\u7279\u5fb4\u91cf\u3068\u3057\u3066k-means\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u512a\u826f\u9867\u5ba2\u300d\u300c\u4f11\u7720\u9867\u5ba2\u300d\u300c\u65b0\u898f\u9867\u5ba2\u300d\u300c\u4f4e\u4fa1\u5024\u9867\u5ba2\u300d\u306a\u3069\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u81ea\u52d5\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002Claude Code\u306b\u300cRFM\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u305f\u3044\u300d\u3068\u4f1d\u3048\u308b\u3068\u5b9f\u88c5\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\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\/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\u793e\u3067\u306f\u9867\u5ba2\u30ea\u30b9\u30c8\u306eCSV\u3092Claude Code\u306b\u6e21\u3057\u3066\u300c\u8cfc\u8cb7\u30d1\u30bf\u30fc\u30f3\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u300d\u3068\u4f9d\u983c\u3057\u305f\u3068\u3053\u308d\u30013\u3064\u306e\u30af\u30e9\u30b9\u30bf\u306b\u5206\u3051\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u30b0\u30eb\u30fc\u30d7\u306e\u7279\u5fb4\u3092Claude Code\u304c\u8aac\u660e\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u300c\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u306f\u7279\u5225\u30aa\u30d5\u30a1\u30fc\u3092\u300d\u3068\u3044\u3046\u65bd\u7b56\u306b\u76f4\u7d50\u3057\u307e\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-clustering&#038;blog_slug=cc-clustering\" 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-clustering&#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;\">CLAUDE CODE USAGE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">Claude Code\u3067\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u3092\u4f9d\u983c\u3059\u308b\u65b9\u6cd5<\/span>\n  <span class=\"section-desc\">\u5177\u4f53\u7684\u306a\u6307\u793a\u6587\u3068\u751f\u6210\u3055\u308c\u308b\u30b3\u30fc\u30c9\u306e\u30d1\u30bf\u30fc\u30f3<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Code\u306b\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u3092\u4f9d\u983c\u3059\u308b\u969b\u306e\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u6307\u793a\u306e\u30d1\u30bf\u30fc\u30f3<\/th><th>\u5177\u4f53\u7684\u306aClaude Code\u3078\u306e\u6307\u793a\u6587<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u57fa\u672c\u306ek-means\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/td><td>\u300ccustomers.csv\u306e\u8cfc\u8cb7\u91d1\u984d\u30fb\u8cfc\u8cb7\u983b\u5ea6\u30fb\u6700\u7d42\u8cfc\u8cb7\u65e5\u3067k-means\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3057\u3001\u5404\u30af\u30e9\u30b9\u30bf\u306e\u7279\u5fb4\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6700\u9069\u306a\u30af\u30e9\u30b9\u30bf\u6570\u3082\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/td><\/tr>\n<tr><td>\u7d50\u679c\u306e\u53ef\u8996\u5316\u3082\u542b\u3080<\/td><td>\u300c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7d50\u679c\u3092\u6563\u5e03\u56f3\u3067\u53ef\u8996\u5316\u3057\u3066\u3001\u5404\u30af\u30e9\u30b9\u30bf\u306e\u91cd\u5fc3\u30fb\u4ef6\u6570\u30fb\u7279\u5fb4\u30b5\u30de\u30ea\u30fc\u3082\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/td><\/tr>\n<tr><td>\u30af\u30e9\u30b9\u30bf\u5225\u306e\u65bd\u7b56\u691c\u8a0e<\/td><td>\u300c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3066\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u3078\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u3092\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/td><\/tr>\n<tr><td>\u7570\u5e38\u691c\u77e5\u3078\u306e\u5fdc\u7528<\/td><td>\u300c\u53d6\u5f15\u30ed\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u901a\u5e38\u30d1\u30bf\u30fc\u30f3\u3068\u5916\u308c\u305f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092DBSCAN\u3067\u691c\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div style=\"background:#1e1e2e;border-radius:8px;padding:20px 24px;margin:20px 0;\">\n  <p style=\"color:#cdd6f4;font-size:13px;margin:0 0 8px;font-weight:700;\">Claude Code\u304c\u751f\u6210\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u5178\u578b\u4f8b<\/p>\n  <pre style=\"color:#a6e3a1;margin:0;font-size:13px;line-height:1.8;\">import pandas as pd\nfrom sklearn.cluster import KMeans\nfrom sklearn.preprocessing import StandardScaler\nimport matplotlib.pyplot as plt\n\n# \u30c7\u30fc\u30bf\u8aad\u307f\u8fbc\u307f\ndf = pd.read_csv('customers.csv')\n\n# \u7279\u5fb4\u91cf\u3092\u9078\u629e\u30fb\u6b63\u898f\u5316\uff08\u30b9\u30b1\u30fc\u30eb\u3092\u63c3\u3048\u308b\uff09\nfeatures = ['purchase_amount', 'purchase_frequency', 'days_since_last']\nX = StandardScaler().fit_transform(df[features])\n\n# k-means\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff08\u30af\u30e9\u30b9\u30bf\u6570=4\uff09\nkmeans = KMeans(n_clusters=4, random_state=42)\ndf['cluster'] = kmeans.fit_predict(X)\n\n# \u30af\u30e9\u30b9\u30bf\u3054\u3068\u306e\u7279\u5fb4\u3092\u78ba\u8a8d\nprint(df.groupby('cluster')[features].mean())<\/pre>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30b3\u30fc\u30c9\u3092\u898b\u305f\u3068\u304d\u3001\u300cStandardScaler()\u300d\u306f\u5404\u7279\u5fb4\u91cf\u306e\u30b9\u30b1\u30fc\u30eb\uff08\u91d1\u984d\u306f\u4e07\u5186\u30fb\u983b\u5ea6\u306f\u56de\u6570\u30fb\u65e5\u6570\u306f100\u65e5\u5358\u4f4d\u306a\u3069\uff09\u3092\u305d\u308d\u3048\u308b\u6b63\u898f\u5316\u51e6\u7406\u3067\u3059\u3002\u30b9\u30b1\u30fc\u30eb\u304c\u9055\u3046\u30c7\u30fc\u30bf\u3092\u6b63\u898f\u5316\u305b\u305a\u306b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3068\u3001\u91d1\u984d\u306e\u5927\u5c0f\u3060\u3051\u3067\u30b0\u30eb\u30fc\u30d7\u304c\u6c7a\u307e\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002Claude Code\u306f\u81ea\u52d5\u3067\u3053\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u542b\u3081\u3066\u304f\u308c\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>\u6b63\u898f\u5316\uff08StandardScaler\uff09<\/strong>\uff1a\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3084\u6a5f\u68b0\u5b66\u7fd2\u3067\u7570\u306a\u308b\u30b9\u30b1\u30fc\u30eb\u306e\u7279\u5fb4\u91cf\uff08\u4f8b\uff1a\u300c\u8cfc\u8cb7\u91d1\u984d\uff1a0\u301c100\u4e07\u5186\u300d\u3068\u300c\u8cfc\u8cb7\u983b\u5ea6\uff1a1\u301c50\u56de\u300d\uff09\u3092\u540c\u3058\u30b9\u30b1\u30fc\u30eb\u306b\u5909\u63db\u3059\u308b\u51e6\u7406\u3002\u6b63\u898f\u5316\u3057\u306a\u3044\u3068\u6570\u5024\u304c\u5927\u304d\u3044\u7279\u5fb4\u91cf\u304c\u5206\u6790\u3092\u652f\u914d\u3057\u3001\u6b63\u78ba\u306a\u30af\u30e9\u30b9\u30bf\u304c\u5f62\u6210\u3055\u308c\u306a\u3044\u3002Python\u306esciKit-learn\u306eStandardScaler\u304c\u4ee3\u8868\u7684\u306a\u5b9f\u88c5\u3002<\/p>\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-clustering&#038;blog_slug=cc-clustering\" 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-clustering&#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;\">PROS CONS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/span>\n  <span class=\"section-desc\">\u5c0e\u5165\u5224\u65ad\u306e\u305f\u3081\u306e\u5ba2\u89b3\u7684\u306a\u8a55\u4fa1<\/span>\n<\/h2>\n\n\n\n<table>\n<thead><tr><th>\u89b3\u70b9<\/th><th>\u30e1\u30ea\u30c3\u30c8<\/th><th>\u30c7\u30e1\u30ea\u30c3\u30c8<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u6b63\u89e3\u30c7\u30fc\u30bf<\/td><td>\u4e0d\u8981\u2014\u2014\u53ce\u96c6\u30fb\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30b3\u30b9\u30c8\u304c\u304b\u304b\u3089\u306a\u3044<\/td><td>\u7d50\u679c\u306e\u89e3\u91c8\u306f\u4eba\u9593\u304c\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b<\/td><\/tr>\n<tr><td>\u767a\u898b\u529b<\/td><td>\u4e8b\u524d\u306b\u60f3\u5b9a\u3057\u3066\u3044\u306a\u3044\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3067\u304d\u308b<\/td><td>\u767a\u898b\u3055\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u304c\u610f\u5473\u3092\u6301\u3064\u304b\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044<\/td><\/tr>\n<tr><td>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/td><td>k-means\u306f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u53ef\u80fd<\/td><td>\u968e\u5c64\u578b\u306f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306b\u306f\u8a08\u7b97\u91cf\u304c\u81a8\u5927\u306b\u306a\u308b<\/td><\/tr>\n<tr><td>\u30af\u30e9\u30b9\u30bf\u6570<\/td><td>\uff08DBSCAN\u7b49\uff09\u81ea\u52d5\u6c7a\u5b9a\u306e\u624b\u6cd5\u3082\u3042\u308b<\/td><td>k-means\u306fk\uff08\u30af\u30e9\u30b9\u30bf\u6570\uff09\u306e\u6700\u9069\u5024\u304c\u96e3\u3057\u3044<\/td><\/tr>\n<tr><td>\u5c0e\u5165\u30b3\u30b9\u30c8<\/td><td>Python\u306esciKit-learn\u7b49\u3067\u624b\u8efd\u306b\u5b9f\u88c5\u53ef\u80fd<\/td><td>\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\uff08k\u306e\u6570\u7b49\uff09\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div style=\"background:#fef2f2;border:2px solid #dc2626;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:20px;\">&#9888;&#65039;<\/span>\n    <strong style=\"color:#dc2626;font-size:16px;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7d50\u679c\u306f\u300c\u7d76\u5bfe\u306e\u6b63\u89e3\u300d\u3067\u306f\u306a\u3044<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7d50\u679c\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30fb\u30af\u30e9\u30b9\u30bf\u6570\u30fb\u7279\u5fb4\u91cf\u306e\u9078\u3073\u65b9\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002\u300c\u3053\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u304c\u6b63\u3057\u3044\u300d\u3068\u3044\u3046\u552f\u4e00\u306e\u7b54\u3048\u306f\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u7684\u306b\u610f\u5473\u306e\u3042\u308b\u89e3\u91c8\u304c\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u304c\u8a55\u4fa1\u57fa\u6e96\u306b\u306a\u308a\u307e\u3059\u3002\u540c\u3058\u30c7\u30fc\u30bf\u3067\u3082k=3\u3068k=5\u3067\u306f\u5168\u304f\u7570\u306a\u308b\u30b0\u30eb\u30fc\u30d7\u304c\u751f\u307e\u308c\u307e\u3059\u3002Claude Code\u306b\u4f9d\u983c\u3059\u308b\u969b\u3082\u8907\u6570\u306ek\u3067\u8a66\u3057\u3066\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\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-clustering&#038;blog_slug=cc-clustering\" 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-clustering&#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;\">CONCLUSION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u307e\u3068\u3081\uff5c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7406\u89e3\u304c\u9867\u5ba2\u5206\u6790\u306e\u7cbe\u5ea6\u3092\u5909\u3048\u308b<\/span>\n  <span class=\"section-desc\">Claude Code\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u5b9f\u8df5\u7684\u306a\u30c7\u30fc\u30bf\u6d3b\u7528<\/span>\n<\/h2>\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>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff1d\u300c\u6b63\u89e3\u306a\u3057\u3067\u30c7\u30fc\u30bf\u306e\u985e\u4f3c\u6027\u304b\u3089\u30b0\u30eb\u30fc\u30d7\u3092\u81ea\u52d5\u5f62\u6210\u3059\u308b\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\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>\u5206\u985e\u3068\u306e\u9055\u3044\u2014\u2014\u300c\u6b63\u89e3\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u304b\u5426\u304b\u300d\u304c\u6c7a\u5b9a\u7684\u306a\u5206\u304b\u308c\u76ee<\/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>k-means\uff08\u30b0\u30eb\u30fc\u30d7\u6570\u6307\u5b9a\uff09\u30fb\u968e\u5c64\u578b\uff08\u6a39\u5f62\u56f3\uff09\u30fbDBSCAN\uff08\u5bc6\u5ea6\u30d9\u30fc\u30b9\uff09\u306e3\u624b\u6cd5\u304c\u4ee3\u8868\u7684<\/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>\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u7570\u5e38\u691c\u77e5\u30fb\u5e02\u5834\u5206\u6790<\/strong>\u304c\u30d3\u30b8\u30cd\u30b9\u3067\u306e\u4e3b\u306a\u6d3b\u7528\u9818\u57df<\/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\u306b\u300cCSV\u3092k-means\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u3060\u3051\u3067\u5b9f\u88c5\u30b3\u30fc\u30c9\u3092\u751f\u6210\u53ef\u80fd<\/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>\u30af\u30e9\u30b9\u30bf\u306e\u300c\u547d\u540d\u30fb\u89e3\u91c8\u300d\u306f\u4eba\u9593\u304c\u884c\u3046\u2014\u2014AI\u304c\u5206\u3051\u305f\u30b0\u30eb\u30fc\u30d7\u306b\u610f\u5473\u3092\u4e0e\u3048\u308b\u306e\u306f\u30d3\u30b8\u30cd\u30b9\u5224\u65ad<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u7b54\u3048\u3092\u77e5\u3089\u306a\u3044\u30c7\u30fc\u30bf\u304b\u3089\u4eee\u8aac\u3092\u767a\u898b\u3059\u308b\u300d\u305f\u3081\u306e\u5206\u6790\u624b\u6cd5\u3067\u3059\u3002Claude Code\u3092\u4f7f\u3048\u3070\u3001Python\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30b9\u30ad\u30eb\u306a\u3057\u306bCSV\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<strong>\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u96a0\u308c\u305f\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u767a\u898b\u3057\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b<\/strong>\u7b2c\u4e00\u6b69\u3068\u3057\u3066\u6d3b\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u30fbAI\u6d3b\u7528\u652f\u63f4\u306fAI\u9b3c\u7ba1\u7406\u3078<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u9867\u5ba2\u30ea\u30b9\u30c8\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u610f\u5473\u3042\u308b\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5206\u3051\u305f\u3044\u300d\u300cClaude Code\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044\u300d\u2014\u2014\u305d\u3093\u306a\u8ab2\u984c\u3092AI\u9b3c\u7ba1\u7406\u306e\u7121\u6599\u76f8\u8ac7\u3067\u30af\u30ea\u30a2\u306b\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\/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\">\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u3069\u3093\u306a\u9867\u5ba2\u30b0\u30eb\u30fc\u30d7\u304c\u3044\u308b\u304b\u300d\u3092\u77e5\u308b\u5f37\u529b\u306a\u624b\u6cd5\u3067\u3059\u3002AI\u9b3c\u7ba1\u7406\u3067\u306f\u3001Claude Code\u3092\u4f7f\u3063\u305f\u9867\u5ba2\u5206\u6790\u30fb\u65bd\u7b56\u7acb\u6848\u307e\u3067\u4e00\u8cab\u3057\u3066\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\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-clustering&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. \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u540c\u3058\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u307b\u307c\u540c\u7fa9\u3067\u4f7f\u308f\u308c\u307e\u3059\u304c\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3088\u308a\u5e83\u3044\u6982\u5ff5\u3067\u3059\u3002\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff08\u5e02\u5834\u7d30\u5206\u5316\uff09\u306f\u5e74\u9f62\u30fb\u5730\u57df\u30fb\u5c5e\u6027\u306a\u3069\u4eba\u9593\u304c\u5b9a\u7fa9\u3057\u305f\u57fa\u6e96\u3067\u5206\u3051\u308b\u624b\u6cd5\u3082\u542b\u307f\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u30c7\u30fc\u30bf\u306e\u985e\u4f3c\u5ea6\u304b\u3089AI\u304c\u81ea\u52d5\u7684\u306b\u30b0\u30eb\u30fc\u30d7\u3092\u767a\u898b\u3059\u308b\u300d\u7279\u5b9a\u306e\u6280\u8853\u624b\u6cd5\u3067\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. k-means\u3067\u6700\u9069\u306a\u30af\u30e9\u30b9\u30bf\u6570k\u3092\u6c7a\u3081\u308b\u65b9\u6cd5\u306f\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u300c\u30a8\u30eb\u30dc\u30fc\u6cd5\uff08Elbow Method\uff09\u300d\u3068\u300c\u30b7\u30eb\u30a8\u30c3\u30c8\u4fc2\u6570\uff08Silhouette Score\uff09\u300d\u304c\u4ee3\u8868\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002\u30a8\u30eb\u30dc\u30fc\u6cd5\u306fk\u30921\u304b\u3089\u9806\u306b\u5897\u3084\u3057\u3066\u30af\u30e9\u30b9\u30bf\u5185\u306e\u5206\u6563\u304c\u3069\u3046\u5909\u5316\u3059\u308b\u304b\u3092\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u306b\u3057\u3001\u30b0\u30e9\u30d5\u304c\u6025\u306b\u7de9\u3084\u304b\u306b\u306a\u308b\u300c\u8098\uff08Elbow\uff09\u300d\u306e\u70b9\u304c\u6700\u9069\u306ak\u3068\u306a\u308a\u307e\u3059\u3002Claude Code\u306b\u300c\u6700\u9069\u306ak\u3092\u30a8\u30eb\u30dc\u30fc\u6cd5\u3067\u63a2\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u3068\u5206\u6790\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u6570\u5024\u30c7\u30fc\u30bf\u304c\u57fa\u672c\u3067\u3059\u3002\u9867\u5ba2\u30c7\u30fc\u30bf\u306a\u3089\u300c\u8cfc\u8cb7\u91d1\u984d\u30fb\u983b\u5ea6\u30fb\u6700\u7d42\u8cfc\u8cb7\u65e5\u300d\u306e\u3088\u3046\u306a\u6570\u5024\u5217\u3002\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u5834\u5408\u306f\u300cTF-IDF\uff08\u6587\u66f8\u5185\u306e\u5358\u8a9e\u306e\u91cd\u8981\u5ea6\u3092\u6570\u5024\u5316\uff09\u300d\u306a\u3069\u3067\u6570\u5024\u306b\u5909\u63db\u3057\u3066\u304b\u3089\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u6b20\u640d\u5024\u304c\u591a\u3044\u30fb\u30b9\u30b1\u30fc\u30eb\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u7279\u5fb4\u91cf\u304c\u6df7\u5728\u3059\u308b\u30c7\u30fc\u30bf\u306f\u524d\u51e6\u7406\uff08\u6b63\u898f\u5316\u30fb\u6b20\u640d\u5024\u88dc\u5b8c\uff09\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068AnomalyDetection\uff08\u7570\u5e38\u691c\u77e5\uff09\u306e\u9055\u3044\u306f\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u95a2\u9023\u3057\u307e\u3059\u304c\u76ee\u7684\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u985e\u3059\u308b\u300d\u3053\u3068\u304c\u76ee\u7684\u3067\u3001\u5168\u30c7\u30fc\u30bf\u304c\u3044\u305a\u308c\u304b\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5c5e\u3057\u307e\u3059\uff08\u30cf\u30fc\u30c9\u578b\uff09\u3002\u7570\u5e38\u691c\u77e5\u306f\u300c\u901a\u5e38\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u5916\u308c\u305f\u7570\u5e38\u306a\u30c7\u30fc\u30bf\u3092\u767a\u898b\u3059\u308b\u300d\u3053\u3068\u304c\u76ee\u7684\u3067\u3001DBSCAN\u306e\u3088\u3046\u306b\u30ce\u30a4\u30ba\uff08\u5916\u308c\u5024\uff09\u3092\u81ea\u52d5\u8b58\u5225\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u624b\u6cd5\u304c\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. Excel\u30fb\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u6a19\u6e96\u6a5f\u80fd\u3067\u306f\u3067\u304d\u307e\u305b\u3093\u3002Excel\u306bk-means\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7c21\u6613\u7684\u306b\u306f\u300cExcel\u306e\u6563\u5e03\u56f3\u3067\u76ee\u8996\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u300d\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u81ea\u52d5\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u306fPython\uff08sciKit-learn\uff09\u30fbR\u30fbBigML\u7b49\u306e\u5c02\u7528\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002Claude Code\u306b\u300cExcel\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3068\u3001CSV\u3092\u8aad\u307f\u8fbc\u3080Python\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u3092\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306b\u3069\u3046\u6d3b\u304b\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3067\u767a\u898b\u3057\u305f\u30bb\u30b0\u30e1\u30f3\u30c8\u3054\u3068\u306b\u300c\u6700\u9069\u306a\u8a34\u6c42\u30dd\u30a4\u30f3\u30c8\u30fb\u30bf\u30a4\u30df\u30f3\u30b0\u30fb\u30c1\u30e3\u30cd\u30eb\u300d\u3092\u5909\u3048\u307e\u3059\u3002\u4f8b\u3048\u3070\u300c\u9ad8\u984d\u4f4e\u983b\u5ea6\u30b0\u30eb\u30fc\u30d7\u300d\u306b\u306f\u9ad8\u5358\u4fa1\u306e\u9650\u5b9a\u30aa\u30d5\u30a1\u30fc\u3092\u30e1\u30fc\u30eb\u3067\u3001\u300c\u4f4e\u984d\u9ad8\u983b\u5ea6\u30b0\u30eb\u30fc\u30d7\u300d\u306b\u306fLINE\u3067\u30dd\u30a4\u30f3\u30c8\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u6848\u5185\u3059\u308b\u306a\u3069\u3002Claude Code\u306b\u300c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u3092\u8e0f\u307e\u3048\u305f\u65bd\u7b56\u3092\u63d0\u6848\u3057\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3068\u65bd\u7b56\u6848\u3082\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u3042\u308a\u307e\u3059\u3002Google AutoML Tables\u30fbDataRobot\u30fbAzure Machine Learning Studio\u306a\u3069\u304c\u30ce\u30fc\u30b3\u30fc\u30c9\/\u30ed\u30fc\u30b3\u30fc\u30c9\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u6708\u984d\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3002Claude Code\u3092\u4f7f\u3048\u3070Python\u306e\u30b3\u30fc\u30c9\u3092\u81ea\u52d5\u751f\u6210\u3057\u3066\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u306e\u6708\u984d\u30b3\u30b9\u30c8\u306a\u3057\u306b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  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\"\u307b\u307c\u540c\u7fa9\u3067\u4f7f\u308f\u308c\u307e\u3059\u304c\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3088\u308a\u5e83\u3044\u6982\u5ff5\u3067\u3059\u3002\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff08\u5e02\u5834\u7d30\u5206\u5316\uff09\u306f\u5e74\u9f62\u30fb\u5730\u57df\u30fb\u5c5e\u6027\u306a\u3069\u4eba\u9593\u304c\u5b9a\u7fa9\u3057\u305f\u57fa\u6e96\u3067\u5206\u3051\u308b\u624b\u6cd5\u3082\u542b\u307f\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u30c7\u30fc\u30bf\u306e\u985e\u4f3c\u5ea6\u304b\u3089AI\u304c\u81ea\u52d5\u7684\u306b\u30b0\u30eb\u30fc\u30d7\u3092\u767a\u898b\u3059\u308b\u300d\u7279\u5b9a\u306e\u6280\u8853\u624b\u6cd5\u3067\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u306e\u4e00\u3064\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"k-means\u3067\u6700\u9069\u306a\u30af\u30e9\u30b9\u30bf\u6570k\u3092\u6c7a\u3081\u308b\u65b9\u6cd5\u306f\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u300c\u30a8\u30eb\u30dc\u30fc\u6cd5\uff08Elbow Method\uff09\u300d\u3068\u300c\u30b7\u30eb\u30a8\u30c3\u30c8\u4fc2\u6570\uff08Silhouette Score\uff09\u300d\u304c\u4ee3\u8868\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002\u30a8\u30eb\u30dc\u30fc\u6cd5\u306fk\u30921\u304b\u3089\u9806\u306b\u5897\u3084\u3057\u3066\u30af\u30e9\u30b9\u30bf\u5185\u306e\u5206\u6563\u304c\u3069\u3046\u5909\u5316\u3059\u308b\u304b\u3092\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u306b\u3057\u3001\u30b0\u30e9\u30d5\u304c\u6025\u306b\u7de9\u3084\u304b\u306b\u306a\u308b\u300c\u8098\uff08Elbow\uff09\u300d\u306e\u70b9\u304c\u6700\u9069\u306ak\u3068\u306a\u308a\u307e\u3059\u3002Claude Code\u306b\u300c\u6700\u9069\u306ak\u3092\u30a8\u30eb\u30dc\u30fc\u6cd5\u3067\u63a2\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u3068\u5206\u6790\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u6570\u5024\u30c7\u30fc\u30bf\u304c\u57fa\u672c\u3067\u3059\u3002\u9867\u5ba2\u30c7\u30fc\u30bf\u306a\u3089\u300c\u8cfc\u8cb7\u91d1\u984d\u30fb\u983b\u5ea6\u30fb\u6700\u7d42\u8cfc\u8cb7\u65e5\u300d\u306e\u3088\u3046\u306a\u6570\u5024\u5217\u3002\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u5834\u5408\u306f\u300cTF-IDF\uff08\u6587\u66f8\u5185\u306e\u5358\u8a9e\u306e\u91cd\u8981\u5ea6\u3092\u6570\u5024\u5316\uff09\u300d\u306a\u3069\u3067\u6570\u5024\u306b\u5909\u63db\u3057\u3066\u304b\u3089\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u6b20\u640d\u5024\u304c\u591a\u3044\u30fb\u30b9\u30b1\u30fc\u30eb\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u7279\u5fb4\u91cf\u304c\u6df7\u5728\u3059\u308b\u30c7\u30fc\u30bf\u306f\u524d\u51e6\u7406\uff08\u6b63\u898f\u5316\u30fb\u6b20\u640d\u5024\u88dc\u5b8c\uff09\u304c\u5fc5\u8981\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068AnomalyDetection\uff08\u7570\u5e38\u691c\u77e5\uff09\u306e\u9055\u3044\u306f\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u95a2\u9023\u3057\u307e\u3059\u304c\u76ee\u7684\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u300c\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u985e\u3059\u308b\u300d\u3053\u3068\u304c\u76ee\u7684\u3067\u3001\u5168\u30c7\u30fc\u30bf\u304c\u3044\u305a\u308c\u304b\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5c5e\u3057\u307e\u3059\uff08\u30cf\u30fc\u30c9\u578b\uff09\u3002\u7570\u5e38\u691c\u77e5\u306f\u300c\u901a\u5e38\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u5916\u308c\u305f\u7570\u5e38\u306a\u30c7\u30fc\u30bf\u3092\u767a\u898b\u3059\u308b\u300d\u3053\u3068\u304c\u76ee\u7684\u3067\u3001DBSCAN\u306e\u3088\u3046\u306b\u30ce\u30a4\u30ba\uff08\u5916\u308c\u5024\uff09\u3092\u81ea\u52d5\u8b58\u5225\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u624b\u6cd5\u304c\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Excel\u30fb\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u3067\u304d\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u6a19\u6e96\u6a5f\u80fd\u3067\u306f\u3067\u304d\u307e\u305b\u3093\u3002Excel\u306bk-means\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7c21\u6613\u7684\u306b\u306f\u300cExcel\u306e\u6563\u5e03\u56f3\u3067\u76ee\u8996\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u300d\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u81ea\u52d5\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u306fPython\uff08sciKit-learn\uff09\u30fbR\u30fbBigML\u7b49\u306e\u5c02\u7528\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002Claude Code\u306b\u300cExcel\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3068\u3001CSV\u3092\u8aad\u307f\u8fbc\u3080Python\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u3092\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306b\u3069\u3046\u6d3b\u304b\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3067\u767a\u898b\u3057\u305f\u30bb\u30b0\u30e1\u30f3\u30c8\u3054\u3068\u306b\u300c\u6700\u9069\u306a\u8a34\u6c42\u30dd\u30a4\u30f3\u30c8\u30fb\u30bf\u30a4\u30df\u30f3\u30b0\u30fb\u30c1\u30e3\u30cd\u30eb\u300d\u3092\u5909\u3048\u307e\u3059\u3002\u4f8b\u3048\u3070\u300c\u9ad8\u984d\u4f4e\u983b\u5ea6\u30b0\u30eb\u30fc\u30d7\u300d\u306b\u306f\u9ad8\u5358\u4fa1\u306e\u9650\u5b9a\u30aa\u30d5\u30a1\u30fc\u3092\u30e1\u30fc\u30eb\u3067\u3001\u300c\u4f4e\u984d\u9ad8\u983b\u5ea6\u30b0\u30eb\u30fc\u30d7\u300d\u306b\u306fLINE\u3067\u30dd\u30a4\u30f3\u30c8\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u6848\u5185\u3059\u308b\u306a\u3069\u3002Claude Code\u306b\u300c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u3092\u8e0f\u307e\u3048\u305f\u65bd\u7b56\u3092\u63d0\u6848\u3057\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3068\u65bd\u7b56\u6848\u3082\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306f\u3042\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u3042\u308a\u307e\u3059\u3002Google AutoML Tables\u30fbDataRobot\u30fbAzure Machine Learning Studio\u306a\u3069\u304c\u30ce\u30fc\u30b3\u30fc\u30c9\/\u30ed\u30fc\u30b3\u30fc\u30c9\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u6708\u984d\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3002Claude Code\u3092\u4f7f\u3048\u3070Python\u306e\u30b3\u30fc\u30c9\u3092\u81ea\u52d5\u751f\u6210\u3057\u3066\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u306e\u6708\u984d\u30b3\u30b9\u30c8\u306a\u3057\u306b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\"\n      }\n    }\n  ]\n}\n<\/script>\n\n\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9 01\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u306f\u2014\u2014\u300c\u7b54\u3048\u306a\u3057\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u300d\u6559\u5e2b\u306a\u3057\u5b66\u7fd2 02\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u5206\u985e\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044 03\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u4e3b\u8981\u624b\u6cd5\u2014\u2014k-means\u30fb\u968e\u5c64\u578b\u30fbDBSCAN 04\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u30d3\u30b8 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