{"id":6988,"date":"2026-06-23T18:09:48","date_gmt":"2026-06-23T09:09:48","guid":{"rendered":"https:\/\/relasic.jp\/contents\/?post_type=column&#038;p=6988"},"modified":"2026-06-23T18:09:49","modified_gmt":"2026-06-23T09:09:49","slug":"%e3%80%8cllm%e3%81%8c%e6%9b%b8%e3%81%91%e3%82%8b%e3%81%a0%e3%81%91%e3%80%8d%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%83%86%e3%82%a3%e3%82%b9%e3%83%88%e3%81%8c2026","status":"publish","type":"column","link":"https:\/\/relasic.jp\/contents\/column\/%e3%80%8cllm%e3%81%8c%e6%9b%b8%e3%81%91%e3%82%8b%e3%81%a0%e3%81%91%e3%80%8d%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%83%86%e3%82%a3%e3%82%b9%e3%83%88%e3%81%8c2026\/","title":{"rendered":"\u300cLLM\u304c\u66f8\u3051\u308b\u3060\u3051\u300d\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c2026\u5e74\u306e\u8ee2\u8077\u5e02\u5834\u3067\u5e74\u53ce\u3092\u4e0a\u3052\u3089\u308c\u306a\u3044\u69cb\u9020\u7684\u7406\u7531\uff5cRAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u8a2d\u8a08\u30fbMLOps\u904b\u7528\u30fbKPI\u8a2d\u8a08\u306e\u8907\u5408\u5b9f\u7e3e\u304c\u306a\u3044\u5834\u5408\u306b\u8d77\u304d\u308b\u5e74\u53ce\u306e\u505c\u6ede"},"content":{"rendered":"<!-- \u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf\uff08group\u306e\u5916\uff09 -->\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img src=\/contents\/assets\/2026\/06\/img24.jpg\" alt=\"\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8ee2\u80772026\u5e74\u5b8c\u5168\u30ac\u30a4\u30c9 \u9700\u8981\u30fb\u5e74\u53ce\u76f8\u5834\u30fbLLM\u6642\u4ee3\u306e5\u3064\u306e\u5fc5\u9808\u30b9\u30ad\u30eb\u30fb\u672a\u7d4c\u9a13\u304b\u3089\u306e\u8ee2\u8077\u30eb\u30fc\u30c8\" class=\"wp-image-xxxx\" style=\"width:730px\"\/><\/figure>\n<\/div>\n\n<!-- \u672c\u6587\u30b0\u30eb\u30fc\u30d7 -->\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<!-- \u30ea\u30fc\u30c9\u6587 -->\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u3088\u308a\u3001\u300c\u305d\u306e\u5206\u6790\u304c\u4e8b\u696d\u306e\u3069\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u5909\u3048\u308b\u304b\u300d\u3092\u8a9e\u308c\u308b\u304b\u3069\u3046\u304b\u2014\u20142026\u5e74\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8ee2\u8077\u5e02\u5834\u3067\u306f\u3001\u8a55\u4fa1\u306e\u8ef8\u304c\u3053\u3053\u306b\u79fb\u3063\u3066\u3044\u307e\u3059\u3002LLM\u306e\u5b9f\u88c5\u304c\u5f53\u305f\u308a\u524d\u306b\u306a\u308a\u3001RAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084MLOps\u3092\u624b\u304c\u3051\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u73cd\u3057\u304f\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><mark style=\"background-color:#fcf100\" class=\"has-inline-color\">\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3060\u3051\u3067\u306f\u5dee\u304c\u3064\u304b\u306a\u304f\u306a\u308a\u3064\u3064\u3042\u308b\u4eca\u3001\u63a1\u7528\u4f01\u696d\u304c\u898b\u3066\u3044\u308b\u306e\u306f\u300c\u305d\u306e\u4eba\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u3069\u3053\u3092\u52d5\u304b\u3057\u305f\u304b\u300d\u3068\u3044\u3046\u5b9f\u7e3e\u306e\u69cb\u9020\u3067\u3059\u3002<\/mark>\u672c\u8a18\u4e8b\u3067\u306f\u30012026\u5e74\u6642\u70b9\u306e\u8ee2\u8077\u5e02\u5834\u30c7\u30fc\u30bf\u3068\u63a1\u7528\u52d5\u5411\u3092\u3082\u3068\u306b\u3001\u30b9\u30ad\u30eb\u3092\u6301\u3064\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u300c\u3069\u3053\u3067\u5dee\u304c\u3064\u304d\u3001\u3069\u3046\u52d5\u304f\u3079\u304d\u304b\u300d\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n<!-- CV\u753b\u50cf\uff08\u30ea\u30fc\u30c9\u6587\u5f8c\u30fb500px\uff09 -->\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/relasic.jp\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" src=\"\/contents\/assets\/2026\/04\/img_cv.png\" alt=\"\u30ea\u30e9\u30b7\u30af \u4f1a\u54e1\u767b\u9332\u306f\u3053\u3061\u3089\" class=\"wp-image-xxxx\" style=\"width:500px\"\/><\/a><\/figure>\n<\/div>\n\n<!-- \u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8 -->\n\n<div class=\"wp-block-group has-border-color has-background\" style=\"background-color:#e8f4fd;border-color:#b3d9f7;border-width:1px;border-radius:0px;padding-top:20px;padding-right:24px;padding-bottom:20px;padding-left:24px;margin-top:10px;margin-bottom:10px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-d366bf2e wp-block-group-is-layout-constrained\">\n\n<p class=\"wp-block-paragraph\" style=\"font-weight:700\">\u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>LLM\u666e\u53ca\u5f8c\u306e\u63a1\u7528\u8a55\u4fa1\u8ef8\u306e\u5909\u5316\u3068\u30012026\u5e74\u306e\u5e74\u53ce\u30ec\u30f3\u30b8\u30fb\u9700\u7d66\u69cb\u9020<\/li>\n\n\n<li>\u6280\u8853\u529b\u306b\u52a0\u3048\u3066\u554f\u308f\u308c\u308b5\u3064\u306e\u30b9\u30ad\u30eb\u9818\u57df\u3068\u3001\u5e02\u5834\u4fa1\u5024\u3092\u4e0a\u3052\u308b\u5b9f\u7e3e\u306e\u4f5c\u308a\u65b9<\/li>\n\n\n<li>\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u8a2d\u8a08\u30fb\u8ee2\u8077\u30eb\u30fc\u30c8\u30fb\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6b63\u793e\u54e1\u6c42\u4eba\u306e\u73fe\u72b6<\/li>\n<\/ul>\n\n<\/div><\/div>\n\n\n<!-- \u76ee\u6b21 -->\n\n<div class=\"wp-block-group has-border-color has-white-background-color has-background\" style=\"border-color:#1a365d;border-width:1px;border-radius:0px;padding-top:24px;padding-right:28px;padding-bottom:24px;padding-left:28px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-bba1aa89 wp-block-group-is-layout-constrained\">\n\n<p class=\"wp-block-paragraph\" style=\"font-weight:700\">\u76ee\u6b21<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:0px;margin-bottom:8px\"><a href=\"#section1\">1. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8ee2\u8077\u5e02\u58342026\u5e74\uff1aAI\u4eba\u6750\u4e0d\u8db3\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section2\">2. LLM\u6642\u4ee3\u306b\u8a55\u4fa1\u3055\u308c\u308b5\u3064\u306e\u5fc5\u9808\u30b9\u30ad\u30eb<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section3\">3. \u672a\u7d4c\u9a13\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u8ee2\u8077\u3059\u308b4\u3064\u306e\u30eb\u30fc\u30c8<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section4\">4. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u5f79\u7acb\u3064\u8cc7\u683c\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section5\">5. \u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u8a2d\u8a08\uff1a\u300c\u52c9\u5f37\u3057\u307e\u3057\u305f\u300d\u3060\u3051\u3067\u306f\u9078\u8003\u3092\u901a\u904e\u3067\u304d\u307e\u305b\u3093<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section6\">6. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u9700\u8981\u304c\u9ad8\u3044\u696d\u754c<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section7\">7. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u8ee2\u8077<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section8\">8. \u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:0px\"><a href=\"#section9\">9. \u307e\u3068\u3081<\/a><\/p>\n\n\n<\/div><\/div>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f31 ===== -->\n\n<h2 id=\"section1\" class=\"wp-block-heading\">1. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8ee2\u8077\u5e02\u58342026\u5e74\uff1aAI\u4eba\u6750\u4e0d\u8db3\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" src=\"\/contents\/assets\/2026\/06\/img9-3.jpg\" alt=\"\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u5206\u6790\u306b\u53d6\u308a\u7d44\u3080\u30a4\u30e1\u30fc\u30b8\" class=\"wp-image-xxxx\" style=\"object-fit:cover;width:750px;height:420px\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5e02\u5834\u9700\u8981\u306f\u30012026\u5e74\u3082\u62e1\u5927\u304c\u7d9a\u3044\u3066\u3044\u307e\u3059\u3002\u7d4c\u6e08\u7523\u696d\u7701\u306e\u63a8\u8a08\u3067\u306f\u30012030\u5e74\u306bAI\u4eba\u6750\u304c\u6700\u592712.4\u4e07\u4eba\u4e0d\u8db3\u3057\u30012040\u5e74\u306b\u306fAI\u30fb\u30ed\u30dc\u30c3\u30c8\u5229\u6d3b\u7528\u4eba\u6750\u304c\u7d04340\u4e07\u4eba\u4e0d\u8db3\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059<sup>\uff0a1<\/sup>\u3002\u539a\u751f\u52b4\u50cd\u7701\u300c\u8077\u696d\u60c5\u5831\u63d0\u4f9b\u30b5\u30a4\u30c8\uff08jobtag\uff09\u300d\u306b\u3088\u308c\u3070\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5e73\u5747\u5e74\u53ce\u306f\u7d04573\u4e07\u5186\u3067\u3059<sup>\uff0a2<\/sup>\u3002\u751f\u6210AI\u30fbLLM\u95a2\u9023\u30b9\u30ad\u30eb\u3092\u6301\u3064\u4eba\u6750\u306b\u3064\u3044\u3066\u306f\u3001800\u4e07\u301c1,200\u4e07\u5186\u306e\u6c42\u4eba\u3082\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059<sup>\uff0a2<\/sup>\u3002\u306a\u304a\u3001\u5e74\u53ce\u6c34\u6e96\u306f\u52e4\u52d9\u5148\u306e\u898f\u6a21\u30fb\u696d\u754c\u30fb\u7d4c\u9a13\u30fb\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u7b49\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section1-1\" class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u7d4c\u9a13\u30fb\u30b9\u30ad\u30eb\u5225\u5e74\u53ce\u30ec\u30f3\u30b8\uff082026\u5e74\uff09<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u7d4c\u9a13\u30fb\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb<\/strong><\/td><td><strong>\u8ee2\u8077\u5e02\u5834\u306e\u5e74\u53ce\u76ee\u5b89<\/strong><\/td><td><strong>\u4ee3\u8868\u7684\u306a\u30b9\u30ad\u30eb\u30fb\u5b9f\u7e3e<\/strong><\/td><\/tr>\n<tr><td>\u5165\u9580\uff080\u301c2\u5e74\uff09<\/td><td>400\u301c550\u4e07\u5186<\/td><td>Python\u30fbSQL\u57fa\u790e\u30fb\u7d71\u8a08\u5b66\u5165\u9580\u30fbDS\u691c\u5b9a\u53d6\u5f97\u30fbKaggle\u53c2\u52a0\u7d4c\u9a13<\/td><\/tr>\n<tr><td>\u4e2d\u7d1a\uff083\u301c5\u5e74\uff09<\/td><td>550\u301c750\u4e07\u5186<\/td><td>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u69cb\u7bc9\u30fb\u696d\u52d9\u9069\u7528\u30fb\u53ef\u8996\u5316\u30fbKPI\u8a2d\u8a08\u3078\u306e\u53c2\u753b<\/td><\/tr>\n<tr><td>\u4e0a\u7d1a\uff085\u5e74\u4ee5\u4e0a\uff09<\/td><td>750\u301c1,100\u4e07\u5186<\/td><td>LLM\u6d3b\u7528\u30fbRAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30fbMLOps\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u30fb\u30d3\u30b8\u30cd\u30b9\u63d0\u8a00<\/td><\/tr>\n<tr><td>\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8077<\/td><td>1,100\u4e07\u5186\u301c<\/td><td>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30c1\u30fc\u30e0\u7d71\u62ec\u30fbDX\u4f01\u753b\u63a8\u9032\u30fb\u7d4c\u55b6\u5c64\u3078\u306e\u63d0\u8a00<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#888888;font-size:12px\">\u203b\u5e74\u53ce\u306f\u8907\u6570\u306e\u6c42\u4eba\u60c5\u5831\u30fb\u516c\u958b\u30c7\u30fc\u30bf\u3092\u53c2\u8003\u306b\u3057\u305f\u4e00\u822c\u7684\u306a\u76ee\u5b89\u3067\u3059\u3002\u52e4\u52d9\u5148\u30fb\u5730\u57df\u30fb\u7d4c\u9a13\u30fb\u30b9\u30ad\u30eb\u7b49\u306b\u3088\u308a\u5927\u304d\u304f\u5909\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n<!-- \u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044 -->\n<p class=\"wp-block-paragraph\" style=\"background: white;border-radius: 7px;padding: 20px;line-height: 30px;\"><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"\ud83d\udcd6\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f4d6.svg\"> <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/strong>\uff5c<a href=\"https:\/\/relasic.jp\/contents\/column\/ai-engineer\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">\u30102026\u5e74\u6700\u65b0\u3011AI\u30a8\u30f3\u30b8\u30cb\u30a2\u6c42\u4eba\u306e\u5168\u8c8c\uff5c\u5e74\u53ce\u30fb\u30b9\u30ad\u30eb\u30fb\u8ee2\u8077\u6226\u7565<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f32 ===== -->\n\n<h2 id=\"section2\" class=\"wp-block-heading\">2. LLM\u6642\u4ee3\u306b\u8a55\u4fa1\u3055\u308c\u308b5\u3064\u306e\u5fc5\u9808\u30b9\u30ad\u30eb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u63a1\u7528\u3067\u554f\u308f\u308c\u308b\u30b9\u30ad\u30eb\u306f\u3001\u5f93\u6765\u306e\u300cPython\u00d7\u7d71\u8a08\u00d7\u6a5f\u68b0\u5b66\u7fd2\u300d\u304b\u3089\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002LLM\u30fb\u751f\u6210AI\u306e\u5b9f\u52d9\u6d3b\u7528\u304c\u524d\u63d0\u3068\u306a\u308a\u3001\u63a1\u7528\u5e02\u5834\u306e\u8a55\u4fa1\u8ef8\u304c\u5909\u308f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u30b9\u30ad\u30eb\u9818\u57df<\/strong><\/td><td><strong>\u5177\u4f53\u7684\u306a\u6280\u8853\u30fb\u7d4c\u9a13<\/strong><\/td><td><strong>\u512a\u5148\u5ea6<\/strong><\/td><td><strong>\u4e00\u8a00\u89e3\u8aac<\/strong><\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u790e<\/td><td>Python\uff08pandas\/scikit-learn\uff09\u30fbSQL\u30fb\u7d71\u8a08\u5b66\u30fb\u30c7\u30fc\u30bf\u53ef\u8996\u5316<\/td><td>\u2605\u2605\u2605\uff08\u5fc5\u9808\uff09<\/td><td>\u5168\u3066\u306e\u571f\u53f0\u3002SQL\u304c\u4f7f\u3048\u306a\u3044DS\u4eba\u6750\u306f\u5b9f\u52d9\u3067\u6a5f\u80fd\u3057\u306a\u3044<\/td><\/tr>\n<tr><td>LLM\u30fb\u751f\u6210AI\u6d3b\u7528<\/td><td>OpenAI API\/Claude API\u30fbLangChain\u30fbRAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/td><td>\u2605\u2605\u2605\uff08\u5fc5\u9808\uff09<\/td><td>2026\u5e74\u306eDS\u63a1\u7528\u3067LLM\u6d3b\u7528\u7d4c\u9a13\u306f\u6697\u9ed9\u306e\u5fc5\u9808\u8981\u4ef6\u306b<\/td><\/tr>\n<tr><td>MLOps\u30fbAI\u30a4\u30f3\u30d5\u30e9<\/td><td>AWS SageMaker\/Google Vertex AI\u30fbCI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30fb\u30e2\u30c7\u30eb\u30c7\u30d7\u30ed\u30a4\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/td><td>\u2605\u2605\u2606\uff08\u91cd\u8981\uff09<\/td><td>\u30e2\u30c7\u30eb\u3092\u300c\u4f5c\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u300c\u904b\u7528\u3059\u308b\u300d\u80fd\u529b\u304c\u5e74\u53ce\u3092\u62bc\u3057\u4e0a\u3052\u307e\u3059<\/td><\/tr>\n<tr><td>\u30d3\u30b8\u30cd\u30b9\u529b\u30fb\u4f01\u753b\u529b<\/td><td>KPI\u8a2d\u8a08\u30fbROI\u53ef\u8996\u5316\u30fb\u7d4c\u55b6\u5c64\u3078\u306e\u63d0\u8a00\u30fb\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08\u91d1\u878d\u30fb\u88fd\u9020\u30fb\u533b\u7642\u7b49\uff09<\/td><td>\u2605\u2605\u2605\uff08\u5fc5\u9808\uff09<\/td><td>\u5206\u6790\u7d50\u679c\u3092\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u63a5\u7d9a\u3067\u304d\u308b\u4eba\u6750\u304c\u6700\u3082\u8a55\u4fa1\u3055\u308c\u307e\u3059<\/td><\/tr>\n<tr><td>\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u529b<\/td><td>\u975e\u6280\u8853\u8005\u3078\u306e\u8aac\u660e\u30fb\u30c7\u30fc\u30bf\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u8a2d\u8a08\u30fb\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u7ba1\u7406<\/td><td>\u2605\u2605\u2606\uff08\u91cd\u8981\uff09<\/td><td>\u512a\u79c0\u306a\u5206\u6790\u8005\u3088\u308a\u300c\u5206\u6790\u3092\u52d5\u304b\u305b\u308b\u4eba\u6750\u300d\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<h3 id=\"section2-1\" class=\"wp-block-heading\">\u63a1\u7528\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u305f\u3044\u306e\u306f\u300c\u8ab2\u984c\u89e3\u6c7a\u306e\u5b9f\u7e3e\u300d\u3067\u3059<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a1\u7528\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u305f\u3044\u306e\u306f\u300c\u30b3\u30f3\u30da\u3067\u7cbe\u5ea6\u3092\u51fa\u305b\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u696d\u52d9\u8ab2\u984c\u3092\u30c7\u30fc\u30bf\u3067\u3069\u3046\u89e3\u6c7a\u3057\u305f\u304b\u300d\u3067\u3059\u3002AI\u6642\u4ee3\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u30d7\u30e9\u30b9\u03b1\u3068\u3057\u3066\u6b21\u306e3\u3064\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002LLM\u3092\u4f7f\u3063\u305f\u5206\u6790\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u8a2d\u8a08\u7d4c\u9a13\uff08RAG\u3092\u6d3b\u7528\u3057\u305f\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u3084\u30c7\u30fc\u30bf\u5206\u6790\u81ea\u52d5\u5316\u306e\u5b9f\u7e3e\uff09\u3001\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c9\u7d4c\u9a13\u3001\u305d\u3057\u3066\u696d\u754c\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08\u91d1\u878d\u30fb\u88fd\u9020\u30fb\u533b\u7642\u306a\u3069\u306e\u7279\u6709\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u77e5\u8b58\uff09\u3067\u3059\u3002<\/p>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f33 ===== -->\n\n<h2 id=\"section3\" class=\"wp-block-heading\">3. \u672a\u7d4c\u9a13\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u8ee2\u8077\u3059\u308b4\u3064\u306e\u30eb\u30fc\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7cfb\u51fa\u8eab\u30fbIT\u672a\u7d4c\u9a13\u304b\u3089\u3067\u3082\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3078\u306e\u8ee2\u8077\u3092\u5b9f\u73fe\u3055\u308c\u305f\u65b9\u306e\u30ad\u30e3\u30ea\u30a2\u76f8\u8ac7\u306f\u3001\u8ee2\u8077\u652f\u63f4\u306e\u73fe\u5834\u3067\u3082\u591a\u304f\u3044\u305f\u3060\u3044\u3066\u3044\u307e\u3059\u3002\u5168\u3066\u306e\u30eb\u30fc\u30c8\u306b\u5171\u901a\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u300c\u5b66\u7fd2\u3057\u305f\u300d\u3060\u3051\u3067\u306a\u304f\u300c\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3067\u6210\u679c\u3092\u793a\u305b\u308b\u300d\u72b6\u614b\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u73fe\u72b6\u306e\u80cc\u666f<\/strong><\/td><td><strong>\u63a8\u5968\u30eb\u30fc\u30c8<\/strong><\/td><td><strong>\u76ee\u5b89\u671f\u9593<\/strong><\/td><td><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/td><\/tr>\n<tr><td>\u696d\u52d9\u7d4c\u9a13\uff08\u55b6\u696d\u30fb\u30de\u30fc\u30b1\u30fb\u7d4c\u7406\uff09\u3042\u308a\uff0bPython\u72ec\u5b66\u4e2d<\/td><td>SQL\u7fd2\u5f97\u2192DS\u691c\u5b9a\u2192\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u4f5c\u6210\u2192\u5fdc\u52df<\/td><td>6\u301c12\u30f6\u6708<\/td><td>\u696d\u754c\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u304c\u5dee\u5225\u5316\u306b\u306a\u308a\u307e\u3059\u3002\u8ee2\u8077\u6210\u529f\u7387\u304c\u9ad8\u3044\u30eb\u30fc\u30c8\u306e\u3072\u3068\u3064\u3067\u3059<\/td><\/tr>\n<tr><td>IT\u8077\u7d4c\u9a13\u3042\u308a\uff08SE\u30fb\u30a4\u30f3\u30d5\u30e9\u7b49\uff09<\/td><td>Python\u30fb\u7d71\u8a08\u5b66\u306e\u8ffd\u52a0\u5b66\u7fd2\u2192\u6a5f\u68b0\u5b66\u7fd2\u57fa\u790e\u2192\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u2192\u5fdc\u52df<\/td><td>3\u301c6\u30f6\u6708<\/td><td>\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7406\u89e3\u304c\u3042\u308b\u5206\u3001MLOps\u57fa\u76e4\u7406\u89e3\u3067\u5dee\u5225\u5316\u3067\u304d\u307e\u3059<\/td><\/tr>\n<tr><td>\u7406\u7cfb\u5927\u5b66\u9662\u30fb\u7d71\u8a08\u30fb\u6570\u5b66\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9<\/td><td>Python\u30fbSQL\u5b9f\u88c5\u2192Kaggle\u53c2\u52a0\u2192LLM\u6d3b\u7528\u7d4c\u9a13\u8ffd\u52a0\u2192\u5fdc\u52df<\/td><td>3\u301c6\u30f6\u6708<\/td><td>\u7d71\u8a08\u7684\u601d\u8003\u529b\u304c\u6b66\u5668\u3067\u3059\u3002\u5b9f\u88c5\u7d4c\u9a13\u306e\u4e0d\u8db3\u3092\u88dc\u3046\u3053\u3068\u306b\u96c6\u4e2d\u3057\u307e\u3057\u3087\u3046<\/td><\/tr>\n<tr><td>\u5b8c\u5168\u672a\u7d4c\u9a13\uff08\u6587\u7cfb\u30fb\u975eIT\u8077\uff09<\/td><td>\u5c02\u9580\u30b9\u30af\u30fc\u30eb\uff083\u301c6\u30f6\u6708\uff09\u2192\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u5236\u4f5c\u2192\u30b8\u30e5\u30cb\u30a2DS\u30fb\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3078\u5fdc\u52df<\/td><td>9\u301c18\u30f6\u6708<\/td><td>\u8cbb\u752830\u301c80\u4e07\u5186\u7a0b\u5ea6\u304c\u5fc5\u8981\u306a\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304b\u3089\u6bb5\u968e\u7684\u306b\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u3059\u308b\u65b9\u6cd5\u3082\u6709\u52b9\u3067\u3059<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n<!-- \u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044 -->\n<p class=\"wp-block-paragraph\" style=\"background: white;border-radius: 7px;padding: 20px;line-height: 30px;\"><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"\ud83d\udcd6\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f4d6.svg\"> <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/strong>\uff5c<a href=\"https:\/\/relasic.jp\/contents\/column\/web%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E3%83%AA%E3%83%A2%E3%83%BC%E3%83%88%E8%BB%A2%E8%81%B7\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">\u30102026\u5e74\u6700\u65b0\u3011Web\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ea\u30e2\u30fc\u30c8\u8ee2\u8077\u3067\u5e02\u5834\u4fa1\u5024\u3092\u9ad8\u3081\u308b\u65b9\u6cd5<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f34 ===== -->\n\n<h2 id=\"section4\" class=\"wp-block-heading\">4. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u5f79\u7acb\u3064\u8cc7\u683c\u30ac\u30a4\u30c9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cc7\u683c\u306f\u300c\u5b66\u7fd2\u3057\u305f\u300d\u3068\u3044\u3046\u8a3c\u660e\u3067\u3042\u308a\u3001\u8ee2\u8077\u306e\u66f8\u985e\u9078\u8003\u3067\u30b9\u30ad\u30eb\u3092\u5ba2\u89b3\u7684\u306b\u793a\u3059\u624b\u6bb5\u3067\u3059\u3002\u73fe\u5728\u306e\u76ee\u6a19\u306b\u5408\u3063\u305f\u8cc7\u683c\u304b\u3089\u53d6\u308a\u7d44\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u8cc7\u683c\u540d<\/strong><\/td><td><strong>\u96e3\u6613\u5ea6<\/strong><\/td><td><strong>\u53d6\u5f97\u512a\u5148\u5ea6<\/strong><\/td><td><strong>\u8ee2\u8077\u3067\u306e\u6d3b\u7528\u5834\u9762<\/strong><\/td><\/tr>\n<tr><td>DS\u691c\u5b9a\uff08\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a \u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\uff09<\/td><td>\u5165\u9580\u301c\u4e2d\u7d1a<\/td><td>\u6700\u521d\u306b\u53d6\u5f97<\/td><td>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u529b\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u529b\u30fb\u30d3\u30b8\u30cd\u30b9\u529b\u306e\u57fa\u790e\u8a3c\u660e<\/td><\/tr>\n<tr><td>\u7d71\u8a08\u691c\u5b9a2\u7d1a<\/td><td>\u4e2d\u7d1a<\/td><td>2\u756a\u76ee\u306b\u53d6\u5f97<\/td><td>\u7d71\u8a08\u5b66\u306e\u78ba\u304b\u306a\u77e5\u8b58\u3092\u8a3c\u660e\u3002\u5206\u6790\u306e\u571f\u53f0\u3068\u3057\u3066\u63a1\u7528\u6642\u306b\u8a55\u4fa1\u3055\u308c\u307e\u3059<\/td><\/tr>\n<tr><td>G\u691c\u5b9a\uff08\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8\u691c\u5b9a\uff09<\/td><td>\u5165\u9580\u301c\u4e2d\u7d1a<\/td><td>AI\u7406\u89e3\u306e\u8a3c\u660e\u3068\u3057\u3066<\/td><td>AI\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u77e5\u8b58\u3002DX\u63a8\u9032\u7cfb\u30fbAI\u6d3b\u7528\u7cfb\u306e\u6c42\u4eba\u3067\u8a55\u4fa1\u3055\u308c\u307e\u3059<\/td><\/tr>\n<tr><td>E\u8cc7\u683c\uff08\u30a8\u30f3\u30b8\u30cb\u30a2\u8cc7\u683c\uff09<\/td><td>\u4e0a\u7d1a<\/td><td>\u5b9f\u88c5\u529b\u8a3c\u660e\u3068\u3057\u3066<\/td><td>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u88c5\u80fd\u529b\u8a3c\u660e\u3002AI\u958b\u767a\u30fb\u7814\u7a76\u5bc4\u308a\u306e\u6c42\u4eba\u3067\u8a55\u4fa1\u3055\u308c\u307e\u3059<\/td><\/tr>\n<tr><td>AWS\u6a5f\u68b0\u5b66\u7fd2\u30b9\u30da\u30b7\u30e3\u30ea\u30c6\u30a3<\/td><td>\u4e0a\u7d1a<\/td><td>MLOps\u7d4c\u9a13\u8005\u5411\u3051<\/td><td>AWS\u3067\u306eML\u57fa\u76e4\u8a2d\u8a08\u30fb\u904b\u7528\u80fd\u529b\u306e\u8a3c\u660e\u3002\u9ad8\u5e74\u53ce\u6c42\u4eba\u3067\u983b\u51fa\u8981\u4ef6\u3067\u3059<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f35 ===== -->\n\n<h2 id=\"section5\" class=\"wp-block-heading\">5. \u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u8a2d\u8a08\uff1a\u300c\u52c9\u5f37\u3057\u307e\u3057\u305f\u300d\u3060\u3051\u3067\u306f\u9078\u8003\u3092\u901a\u904e\u3067\u304d\u307e\u305b\u3093<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u8ee2\u8077\u3067\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306f\u9078\u8003\u306e\u6700\u91cd\u8981\u8cc7\u6599\u3067\u3059\u3002\u8a55\u4fa1\u3055\u308c\u308b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306b\u306f3\u3064\u306e\u8981\u7d20\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8ab2\u984c\u306e\u8a2d\u5b9a\uff1a<\/strong>\u306a\u305c\u3053\u306e\u5206\u6790\u304c\u5fc5\u8981\u3060\u3063\u305f\u304b\u3002\u3069\u306e\u3088\u3046\u306a\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u5bfe\u5fdc\u3057\u305f\u304b<\/li>\n\n\n<li><strong>\u30d7\u30ed\u30bb\u30b9\u306e\u53ef\u8996\u5316\uff1a<\/strong>\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u524d\u51e6\u7406\u30fb\u30e2\u30c7\u30eb\u9078\u5b9a\u306e\u5224\u65ad\u6839\u62e0\u3092\u4e01\u5be7\u306b\u8a18\u8ff0\u3059\u308b<\/li>\n\n\n<li><strong>\u6210\u679c\u306e\u5b9a\u91cf\u5316\uff1a<\/strong>\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u300c\u58f2\u4e0a\u306b\u3069\u3046\u8ca2\u732e\u3057\u305f\u304b\u300d\u300c\u3069\u306eKPI\u304c\u6539\u5584\u3057\u305f\u304b\u300d\u3092\u6570\u5024\u3067\u793a\u3059<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\u306e\u63a1\u7528\u5e02\u5834\u3067\u306fLLM\u6d3b\u7528\u306e\u7d4c\u9a13\u3092\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306b\u542b\u3081\u308b\u3053\u3068\u304c\u3001\u6709\u529b\u306a\u5dee\u5225\u5316\u306b\u306a\u308a\u307e\u3059\u3002RAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u4e8b\u4f8b\u30fbClaude\/ChatGPT API\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u5206\u6790\u81ea\u52d5\u5316\u4e8b\u4f8b\u306a\u3069\u3092GitHub\u306b\u516c\u958b\u3057\u3066\u304a\u304f\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f36 ===== -->\n\n<h2 id=\"section6\" class=\"wp-block-heading\">6. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u9700\u8981\u304c\u9ad8\u3044\u696d\u754c<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u91d1\u878d\u30fbFinTech\uff1a<\/strong>\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u30fb\u4e0d\u6b63\u691c\u77e5\u30fb\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u6700\u9069\u5316\u30fb\u30ea\u30b9\u30af\u7ba1\u7406<\/li>\n\n\n<li><strong>\u88fd\u9020\u696d\uff1a<\/strong>\u54c1\u8cea\u7ba1\u7406\u30fb\u4e88\u77e5\u4fdd\u5168\u30fb\u9700\u8981\u4e88\u6e2c\u30fb\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316<\/li>\n\n\n<li><strong>\u533b\u7642\u30fb\u30d8\u30eb\u30b9\u30b1\u30a2\uff1a<\/strong>\u75be\u60a3\u4e88\u6e2c\u30fb\u85ac\u5264\u958b\u767a\u652f\u63f4\u30fb\u8a3a\u65ad\u88dc\u52a9\u30fb\u96fb\u5b50\u30ab\u30eb\u30c6\u5206\u6790<\/li>\n\n\n<li><strong>\u5c0f\u58f2\u30fbEC\uff1a<\/strong>\u9700\u8981\u4e88\u6e2c\u30fb\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30fb\u5728\u5eab\u6700\u9069\u5316\u30fb\u9867\u5ba2\u884c\u52d5\u5206\u6790<\/li>\n\n\n<li><strong>\u5e83\u544a\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\uff1a<\/strong>\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u6700\u9069\u5316\u30fbROI\u5206\u6790\u30fbLTV\u4e88\u6e2c<\/li>\n<\/ul>\n\n\n<!-- \u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044 -->\n<p class=\"wp-block-paragraph\" style=\"background: white;border-radius: 7px;padding: 20px;line-height: 30px;\"><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"\ud83d\udcd6\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f4d6.svg\"> <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/strong>\uff5c<a href=\"https:\/\/relasic.jp\/contents\/column\/%E3%82%A4%E3%83%B3%E3%83%95%E3%83%A9%E8%BB%A2%E8%81%B72026%E5%B9%B4%E7%89%88%EF%BD%9C%E5%B8%82%E5%A0%B4%E5%8B%95%E5%90%91%E3%83%BB%E5%B9%B4%E5%8F%8E%E7%9B%B8%E5%A0%B4%E3%83%BB%E3%82%B9%E3%82%AD\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u80772026\u5e74\u7248\uff5c\u5e02\u5834\u52d5\u5411\u30fb\u5e74\u53ce\u76f8\u5834\u30fb\u30b9\u30ad\u30eb\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u5b8c\u5168\u30ac\u30a4\u30c9<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f37 ===== -->\n\n<h2 id=\"section7\" class=\"wp-block-heading\">7. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u8ee2\u8077<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e2d\u3067\u3082\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068\u306e\u76f8\u6027\u304c\u9ad8\u3044\u8077\u7a2e\u3067\u3059\u3002\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u5206\u6790\u30fb\u30e2\u30c7\u30eb\u69cb\u7bc9\u30fb\u7d50\u679c\u30ec\u30dd\u30fc\u30c8\u306e\u5927\u534a\u304c\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3068\u30aa\u30f3\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u3067\u5b8c\u7d50\u3057\u307e\u3059\u3002\u56fd\u571f\u4ea4\u901a\u7701\u300c\u4ee4\u548c6\u5e74\u5ea6\u30c6\u30ec\u30ef\u30fc\u30af\u4eba\u53e3\u5b9f\u614b\u8abf\u67fb\u300d\u306b\u3088\u308c\u3070\u3001\u60c5\u5831\u901a\u4fe1\u696d\u306e\u30c6\u30ec\u30ef\u30fc\u30af\u5b9f\u65bd\u7387\u306f6\u5272\u3092\u8d85\u3048\u3066\u3044\u307e\u3059<sup>\uff0a3<\/sup>\u3002\u30ea\u30e9\u30b7\u30af\uff08\u682a\u5f0f\u4f1a\u793eLASSIC\u904b\u55b6\uff09\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u542b\u3080IT\u4eba\u6750\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6b63\u793e\u54e1\u6c42\u4eba\u3092\u3054\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002\u300c\u6771\u4eac\u4ee5\u5916\u306e\u5730\u57df\u306b\u4f4f\u307f\u306a\u304c\u3089\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3057\u3066\u8ee2\u8077\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u5e0c\u671b\u3082\u3001\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f38 ===== -->\n\n<h2 id=\"section8\" class=\"wp-block-heading\">8. \u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n\n\n<h3 class=\"wp-block-heading\">Q. \u6587\u7cfb\u30fb\u672a\u7d4c\u9a13\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u8ee2\u8077\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p class=\"wp-block-paragraph\">\u53ef\u80fd\u3067\u3059\u3002\u7d71\u8a08\u5b66\u3084Python\u30fbR\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3076\u3053\u3068\u3067\u3001\u6587\u7cfb\u51fa\u8eab\u3067\u3082\u8ee2\u8077\u3092\u5b9f\u73fe\u3055\u308c\u308b\u65b9\u304c\u3044\u307e\u3059\u3002DS\u691c\u5b9a\u3084G\u691c\u5b9a\u306e\u53d6\u5f97\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u3002\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u7d4c\u55b6\u7ba1\u7406\u306e\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u63d0\u6848\u529b\u3068\u3057\u3066\u5f37\u307f\u306b\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u300c\u3044\u304d\u306a\u308a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u300d\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3084\u5206\u6790\u88dc\u52a9\u304b\u3089\u306e\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u304c\u73fe\u5b9f\u7684\u306a\u5834\u5408\u3082\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">Q. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u8ee2\u8077\u3067\u6c17\u3092\u3064\u3051\u308b\u3079\u304d\u3053\u3068\u306f\uff1f<\/h3>\n<p class=\"wp-block-paragraph\">\u8ee2\u8077\u652f\u63f4\u306e\u73fe\u5834\u3067\u3088\u304f\u3054\u76f8\u8ac7\u3044\u305f\u3060\u304f\u306e\u304c\u3001\u300cKaggle\u30b9\u30b3\u30a2\u3060\u3051\u3092\u30a2\u30d4\u30fc\u30eb\u3057\u3066\u3057\u307e\u3046\u300d\u300cSQL\u3092\u8efd\u8996\u3057\u3066\u3044\u308b\u300d\u300c\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u304c\u306a\u3044\u300d\u300c\u30d3\u30b8\u30cd\u30b9\u7406\u89e3\u304c\u5f31\u3044\u300d\u300cLLM\/\u751f\u6210AI\u306e\u77e5\u8b58\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u70b9\u3067\u3059\u3002\u3044\u305a\u308c\u3082\u3001\u63a1\u7528\u62c5\u5f53\u8005\u304c\u300c\u5b9f\u52d9\u3067\u6a5f\u80fd\u3059\u308b\u304b\u300d\u3092\u5224\u65ad\u3057\u306b\u304f\u3044\u72b6\u614b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">Q. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u65e2\u5b58\u30c7\u30fc\u30bf\u306e\u5206\u6790\u30fb\u53ef\u8996\u5316\u30fb\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u5f79\u5272\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u30fb\u4e88\u6e2c\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u30fbAI\u6d3b\u7528\u307e\u3067\u62c5\u3046\u3001\u3088\u308a\u4e0a\u6d41\u306e\u5f79\u5272\u3067\u3059\u3002\u8ee2\u8077\u306e\u6587\u8108\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u300c\u5206\u6790\u306e\u5b9f\u884c\u8005\u300d\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u300c\u5206\u6790\u306e\u8a2d\u8a08\u8005\uff0b\u5b9f\u884c\u8005\u300d\u3068\u7406\u89e3\u3059\u308b\u3068\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f39\u30fb\u307e\u3068\u3081 ===== -->\n\n<h2 id=\"section9\" class=\"wp-block-heading\">9. \u307e\u3068\u3081\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8ee2\u8077\u306fLLM\u6642\u4ee3\u306e\u8a55\u4fa1\u8ef8\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304b\u3089<\/h2>\n\n\n<!-- \u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 -->\n\n<div class=\"wp-block-group has-border-color has-background\" style=\"background-color:#e8f4fd;border-color:#b3d9f7;border-width:1px;border-radius:0px;padding-top:20px;padding-right:24px;padding-bottom:20px;padding-left:24px;margin-top:10px;margin-bottom:10px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-d366bf2e wp-block-group-is-layout-constrained\">\n\n<p class=\"wp-block-paragraph\" style=\"font-weight:700\">\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d4c\u6e08\u7523\u696d\u7701\u306e\u63a8\u8a08\u3067\u306f2030\u5e74\u306bAI\u4eba\u6750\u304c\u6700\u592712.4\u4e07\u4eba\u4e0d\u8db3\u3057\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u9700\u8981\u306f\u62e1\u5927\u304c\u7d9a\u304d\u307e\u3059\u3002<\/li>\n\n\n<li>2026\u5e74\u306e\u8ee2\u8077\u5e02\u5834\u3067\u306fLLM\u30fb\u751f\u6210AI\u6d3b\u7528\u7d4c\u9a13\u304c\u300c\u6697\u9ed9\u306e\u5fc5\u9808\u8981\u4ef6\u300d\u306b\u306a\u308a\u3001RAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084MLOps\u306e\u5b9f\u7e3e\u304c\u5dee\u5225\u5316\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/li>\n\n\n<li>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3060\u3051\u3067\u306f\u8a55\u4fa1\u3055\u308c\u307e\u305b\u3093\u3002\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3068\u306e\u63a5\u7d9a\u30fbKPI\u8a2d\u8a08\u30fb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u529b\u304c\u9ad8\u5e74\u53ce\u8ee2\u8077\u306e\u9375\u3067\u3059\u3002<\/li>\n\n\n<li>\u672a\u7d4c\u9a13\u304b\u3089\u3067\u30824\u3064\u306e\u30eb\u30fc\u30c8\u3067\u8ee2\u8077\u304c\u53ef\u80fd\u3067\u3059\u3002DS\u691c\u5b9a\u30fbG\u691c\u5b9a\u304b\u3089\u59cb\u3081\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3067\u300c\u6210\u679c\u300d\u3092\u793a\u3059\u3053\u3068\u304c\u6210\u529f\u306e\u6761\u4ef6\u3067\u3059\u3002<\/li>\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306e\u6574\u5099\u304c\u9032\u3093\u3060\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6b63\u793e\u54e1\u8ee2\u8077\u306f\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<\/div><\/div>\n\n\n<!-- CTA -->\n\n<p class=\"wp-block-paragraph\"><strong>Relasic\uff08\u30ea\u30e9\u30b7\u30af\uff09\u306b\u3064\u3044\u3066<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Relasic\uff08\u30ea\u30e9\u30b7\u30af\uff09\u306f\u3001\u682a\u5f0f\u4f1a\u793eLASSIC\u304c\u904b\u55b6\u3059\u308b\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6b63\u793e\u54e1\u6c42\u4eba\u306b\u7279\u5316\u3057\u305f\u8ee2\u8077\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u306e\u30ad\u30e3\u30ea\u30a2\u76f8\u8ac7\u304b\u3089\u6c42\u4eba\u7d39\u4ecb\u307e\u3067\u3001\u5c02\u4efb\u30a2\u30c9\u30d0\u30a4\u30b6\u30fc\u304c\u30b5\u30dd\u30fc\u30c8\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u25bc \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6c42\u4eba\u3092\u898b\u308b<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u30ad\u30e3\u30ea\u30a2\u76f8\u8ac7\u30fb\u6c42\u4eba\u7d39\u4ecb\u306f\u7121\u6599\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059<\/p>\n\n\n<!-- CV\u753b\u50cf\uff08\u8a18\u4e8b\u672b\u5c3e\u30fb450px\uff09 -->\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/relasic.jp\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" src=\"\/contents\/assets\/2026\/04\/img_cv.png\" alt=\"\u30ea\u30e9\u30b7\u30af \u4f1a\u54e1\u767b\u9332\u306f\u3053\u3061\u3089\" class=\"wp-image-xxxx\" style=\"width:450px\"\/><\/a><\/figure>\n<\/div>\n\n<!-- \u51fa\u5178 -->\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#888888;font-size:12px\"><strong>\u51fa\u5178\u30fb\u53c2\u8003\u60c5\u5831<\/strong><\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#999999;font-size:11px\">\uff0a1\u3000<a href=\"https:\/\/www.meti.go.jp\/policy\/it_policy\/jinzai\/\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">\u7d4c\u6e08\u7523\u696d\u7701\u300cIT\u4eba\u6750\u9700\u7d66\u306b\u95a2\u3059\u308b\u8abf\u67fb\u300d\uff082019\u5e743\u6708\u516c\u8868\uff09\u30fb\u300c2040\u5e74\u306e\u5c31\u696d\u69cb\u9020\u63a8\u8a08\uff08\u6539\u8a02\u7248\uff09\u300d\uff082026\u5e743\u6708\u516c\u8868\uff09<\/a><br>\uff0a2\u3000<a href=\"https:\/\/shigoto.mhlw.go.jp\/\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">\u539a\u751f\u52b4\u50cd\u7701\u300c\u8077\u696d\u60c5\u5831\u63d0\u4f9b\u30b5\u30a4\u30c8\uff08jobtag\uff09\u300d<\/a><br>\uff0a3\u3000<a href=\"https:\/\/www.mlit.go.jp\/toshi\/daisei\/telework.html\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">\u56fd\u571f\u4ea4\u901a\u7701\u300c\u4ee4\u548c6\u5e74\u5ea6\u30c6\u30ec\u30ef\u30fc\u30af\u4eba\u53e3\u5b9f\u614b\u8abf\u67fb\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09<\/a><\/p>\n\n\n<\/div><\/div>\n","protected":false},"featured_media":6975,"template":"","genre":[390],"class_list":["post-6988","column","type-column","status-publish","has-post-thumbnail","hentry","genre-knowhow"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/column\/6988","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/column"}],"about":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/types\/column"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/media\/6975"}],"wp:attachment":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/media?parent=6988"}],"wp:term":[{"taxonomy":"genre","embeddable":true,"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/genre?post=6988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}