{"id":1432,"date":"2026-05-08T09:02:08","date_gmt":"2026-05-08T00:02:08","guid":{"rendered":"https:\/\/www.hal.ac.jp\/job2\/?p=1432"},"modified":"2026-05-11T09:41:17","modified_gmt":"2026-05-11T00:41:17","slug":"ai-engineer-become","status":"publish","type":"post","link":"https:\/\/www.hal.ac.jp\/job2\/it\/ai-engineer-become","title":{"rendered":"AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u306b\u306f\uff1f\u672a\u7d4c\u9a13\u304b\u3089\u76ee\u6307\u3059\u9032\u8def\u3084\u30b9\u30ad\u30eb\u3001\u3088\u304f\u3042\u308b\u5931\u6557\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u308f\u304b\u308b\u3053\u30683\u70b9\u307e\u3068\u3081<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u3001AI\u306e\u958b\u767a\u304a\u3088\u3073\u30c7\u30fc\u30bf\u5206\u6790\u3092\u62c5\u3046\u6280\u8853\u8005\u306e\u3053\u3068<\/li>\n\n\n\n<li>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u9032\u8def\u306f\u3001\u4e3b\u306b\u5927\u5b66\u30fb\u5c02\u9580\u5b66\u6821\u30fb\u72ec\u5b66\u306e3\u3064<\/li>\n\n\n\n<li>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u4e2d\u5fc3\u306b\u5e45\u5e83\u3044\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u4eca\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306f\u533b\u7642\u30fb\u30b2\u30fc\u30e0\u30fb\u97f3\u697d\u30fbSNS\u306a\u3069\u3001\u307f\u306a\u3055\u3093\u306e\u8eab\u8fd1\u306b\u3069\u3093\u3069\u3093\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u300cAI\u3063\u3066\u3069\u3046\u3084\u3063\u3066\u4f5c\u308b\u3093\u3060\u308d\u3046\uff1f\u300d\u300c\u5c06\u6765\u3001AI\u3092\u4f5c\u308b\u4ed5\u4e8b\u306b\u5c31\u304d\u305f\u3044\u300d\u3068\u8003\u3048\u3066\u3044\u308b\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u4f7f\u3063\u3066\u65b0\u3057\u3044\u4ed5\u7d44\u307f\u3092\u751f\u307f\u51fa\u3059\u3001\u307e\u3055\u306b\u6642\u4ee3\u306e\u6700\u524d\u7dda\u306b\u7acb\u3064\u6280\u8853\u8005\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u305f\u3081\u306e\u9032\u8def\u3084\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3001\u306a\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7\u3001\u72ec\u5b66\u3067\u3042\u308a\u304c\u3061\u306a\u5931\u6557\u307e\u3067\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u304a\u3059\u3059\u3081\u3059\u308bAI\u5c02\u9580\u5b66\u6821\u306f\u3001\u4e0b\u8a18\u30ea\u30f3\u30af\u304b\u3089\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>&gt;&gt;&gt;<a href=\"https:\/\/www.hal.ac.jp\/tokyo\/course\/ai\">\u6771\u4eac\u306eAI\u5c02\u9580\u5b66\u6821\u3092\u3054\u89a7\u306b\u306a\u308a\u305f\u3044\u65b9\u306f\u3053\u3061\u3089<\/a><br>&gt;&gt;&gt;<a href=\"https:\/\/www.hal.ac.jp\/osaka\/course\/ai\">\u5927\u962a\u306eAI\u5c02\u9580\u5b66\u6821\u3092\u3054\u89a7\u306b\u306a\u308a\u305f\u3044\u65b9\u306f\u3053\u3061\u3089<\/a><br>&gt;&gt;&gt;<a href=\"https:\/\/www.hal.ac.jp\/nagoya\/course\/ai\">\u540d\u53e4\u5c4b\u306eAI\u5c02\u9580\u5b66\u6821\u3092\u3054\u89a7\u306b\u306a\u308a\u305f\u3044\u65b9\u306f\u3053\u3061\u3089<\/a><\/p>\n\n\n<div class=\"wp-block-create-block-toc\">\n            <div class=\"c-toc\" data-start-level=\"h2\" data-end-level=\"h3\" data-contents-selector=\".p-entry-content\">\n                <div class=\"c-toc__header\">\n                    <div class=\"c-toc__title\">\u76ee\u6b21<\/div>\n                    <button id=\"js-toc-toggle\" class=\"c-toc__toggle\" type=\"button\" aria-label=\"\u76ee\u6b21\u3092\u8868\u793a\u306b\u3059\u308b\" aria-expanded=\"false\">[\u8868\u793a]<\/button>\n                <\/div>\n                <div id=\"js-toc-list\" class=\"c-toc__body\" aria-hidden=\"true\">\n                    <div class=\"c-toc__list-container\"><ul class=\"c-toc__list\"><li><a href=\"#chapter-1\" data-level=\"2\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3069\u3093\u306a\u4ed5\u4e8b\uff1f<\/a><\/li><li><a href=\"#chapter-2\" data-level=\"2\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u306b\u306f\uff1f\u9032\u8def\u306e\u9078\u3073\u65b9<\/a><ul><li><a href=\"#chapter-2-1\" data-level=\"3\">\u5927\u5b66\u3067\u5b66\u3076<\/a><\/li><li><a href=\"#chapter-2-2\" data-level=\"3\">\u5c02\u9580\u5b66\u6821\u3067\u5b66\u3076<\/a><\/li><li><a href=\"#chapter-2-3\" data-level=\"3\">\u72ec\u5b66\u3067\u5b66\u3076<\/a><\/li><\/ul><\/li><li><a href=\"#chapter-3\" data-level=\"2\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3068\u77e5\u8b58<\/a><ul><li><a href=\"#chapter-3-1\" data-level=\"3\">Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/a><\/li><li><a href=\"#chapter-3-2\" data-level=\"3\">\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/a><\/li><li><a href=\"#chapter-3-3\" data-level=\"3\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/a><\/li><li><a href=\"#chapter-3-4\" data-level=\"3\">\u6700\u65b0\u6280\u8853\u306e\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7<\/a><\/li><\/ul><\/li><li><a href=\"#chapter-4\" data-level=\"2\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7<\/a><ul><li><a href=\"#chapter-4-1\" data-level=\"3\">\u6570\u5b66\u3084\u7d71\u8a08\u5b66\u306a\u3069\u57fa\u790e\u5b66\u7fd2\u3092\u3059\u308b<\/a><\/li><li><a href=\"#chapter-4-2\" data-level=\"3\">AI\u3092\u4f7f\u3044\u3001\u6027\u8cea\u3092\u5b66\u3076<\/a><\/li><li><a href=\"#chapter-4-3\" data-level=\"3\">Python\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b<\/a><\/li><li><a href=\"#chapter-4-4\" data-level=\"3\">API\u3092\u6d3b\u7528\u3057\u305f\u5b9f\u8df5\u7684\u306a\u958b\u767a\u3092\u304a\u3053\u306a\u3046<\/a><\/li><li><a href=\"#chapter-4-5\" data-level=\"3\">RAG\u3084LangChain\u306b\u3088\u308b\u5fdc\u7528\u5b9f\u88c5\u3092\u5b66\u3076<\/a><\/li><li><a href=\"#chapter-4-6\" data-level=\"3\">\u5c31\u8077\u6d3b\u52d5\u3092\u304a\u3053\u306a\u3046<\/a><\/li><\/ul><\/li><li><a href=\"#chapter-5\" data-level=\"2\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u306a\u304b\u3067\u3088\u304f\u3042\u308b\u5931\u6557<\/a><ul><li><a href=\"#chapter-5-1\" data-level=\"3\">\u5c02\u9580\u6027\u304c\u9ad8\u304f\u3001\u632b\u6298\u3057\u3084\u3059\u3044<\/a><\/li><li><a href=\"#chapter-5-2\" data-level=\"3\">\u57fa\u790e\u3092\u758e\u304b\u306b\u3057\u3066\u3044\u308b<\/a><\/li><li><a href=\"#chapter-5-3\" data-level=\"3\">\u5b9f\u52d9\u3084\u305d\u308c\u306b\u8fd1\u3044\u7d4c\u9a13\u304c\u8db3\u308a\u306a\u3044<\/a><\/li><\/ul><\/li><li><a href=\"#chapter-6\" data-level=\"2\">\u307e\u3068\u3081<\/a><ul><li><a href=\"#chapter-6-1\" data-level=\"3\">\u9ad8\u5ea6\u60c5\u5831\u5b66\u79d1 AI\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30b3\u30fc\u30b9\u2160\u30fb\u2161<\/a><\/li><\/ul><\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n\n\n<h2 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3069\u3093\u306a\u4ed5\u4e8b\uff1f<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u3001AI\u306e\u958b\u767a\u304a\u3088\u3073\u30c7\u30fc\u30bf\u5206\u6790\u3092\u62c5\u3046\u6280\u8853\u8005\u306e\u3053\u3068\u3067\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u5927\u91cf\u306e\u30c7\u30fc\u30bf\uff08\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\uff09\u3092\u89e3\u6790\u3057\u3001\u4eba\u9593\u306e\u77e5\u7684\u80fd\u529b\u3092\u6a21\u5023\u3057\u3066\u5b66\u7fd2\u30fb\u63a8\u8ad6\u30fb\u5224\u65ad\u3092\u304a\u3053\u306a\u3046\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e3b\u306a\u4ed5\u4e8b\u5185\u5bb9\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-flexible-table-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u30fb<strong>AI\u306e\u958b\u767a\u8a08\u753b\u3068\u8a2d\u8a08\uff1a<\/strong><br>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff08\u304a\u5ba2\u3055\u307e\uff09\u304b\u3089\u8981\u671b\u3092\u805e\u304d\u3001AI\u958b\u767a\u306e\u8a08\u753b\u3092\u7acb\u3066\u3066\u5b9f\u73fe\u65b9\u6cd5\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<br><strong>\u30fb\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3068\u7ba1\u7406\uff1a<\/strong><br>AI\u306b\u5b66\u7fd2\u3055\u305b\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u305f\u308a\u3001\u7ba1\u7406\u65b9\u6cd5\u3092\u6c7a\u3081\u305f\u308a\u3057\u307e\u3059\u3002<br><strong>\u30fbAI\u306e\u5b9f\u88c5\u3068\u5b66\u7fd2\uff1a<\/strong><br>Python\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u3044\u3001AI\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3057\u3001AI\u306b\u5b66\u7fd2\u3055\u305b\u308b\u306e\u3082\u4ed5\u4e8b\u3067\u3059\u3002<br><strong>\u30fb\u691c\u8a3c\u3068\u30b7\u30b9\u30c6\u30e0\u5c0e\u5165\uff1a<\/strong><br>\u51fa\u529b\u306e\u7cbe\u5ea6\u3092\u78ba\u8a8d\u3057\u3001\u6539\u5584\u3057\u307e\u3059\u3002\u691c\u8a3c\u3092\u7e70\u308a\u8fd4\u3057\u3001\u76ee\u6a19\u306e\u7cbe\u5ea6\u306b\u9054\u3057\u305f\u3089AI\u3092\u5ba2\u5148\u306b\u5c0e\u5165\u3057\u307e\u3059\u3002<br><strong>\u30fb\u904b\u7528\uff1a<\/strong><br>\u5c0e\u5165\u5f8c\u3082\u3001\u30c8\u30e9\u30d6\u30eb\u5bfe\u5fdc\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u6539\u5584\u3092\u304a\u3053\u306a\u3044\u307e\u3059\u3002<\/td><\/tr><\/tbody><\/table><figcaption>\u53c2\u8003\uff1a<a href=\"https:\/\/shigoto.mhlw.go.jp\/User\/Occupation\/Detail\/325\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">AI\u30a8\u30f3\u30b8\u30cb\u30a2 &#8211; \u8077\u696d\u8a73\u7d30 | \u8077\u696d\u60c5\u5831\u63d0\u4f9b\u30b5\u30a4\u30c8\uff08job tag\uff09<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u306b\u306f\uff1f\u9032\u8def\u306e\u9078\u3073\u65b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/02-800x533.webp\" alt=\"\u6388\u696d\u4e2d\u306e\u5b66\u751f\" class=\"wp-image-1439\" style=\"object-fit:cover;width:640px;height:427px\" srcset=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/02-800x533.webp 800w, https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/02-300x200.webp 300w, https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/02.webp 2000w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u9032\u8def\u306f\u3001\u4e3b\u306b\u5927\u5b66\u30fb\u5c02\u9580\u5b66\u6821\u30fb\u72ec\u5b66\u306e3\u3064\u3067\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3092\u628a\u63e1\u3057\u305f\u3046\u3048\u3067\u3001\u81ea\u5206\u306e\u5b66\u3073\u305f\u3044\u3053\u3068\u3084\u76ee\u6a19\u306b\u5408\u3063\u305f\u9032\u8def\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-flexible-table-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u9032\u8def<\/strong><\/th><th>\u7279\u5fb4<\/th><th>\u304a\u3059\u3059\u3081\u306e\u65b9<\/th><\/tr><\/thead><tbody><tr><td>\u5927\u5b66<\/td><td>\u57fa\u790e\u7406\u8ad6\u304b\u3089\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u308b<\/td><td>\u30fb\u7406\u8ad6\u304b\u3089\u3057\u3063\u304b\u308a\u5b66\u3073\u305f\u3044<br>\u30fb\u7814\u7a76\u8077\u3092\u76ee\u6307\u3057\u305f\u3044<\/td><\/tr><tr><td>\u5c02\u9580\u5b66\u6821<\/td><td>\u5b9f\u7fd2\u4e2d\u5fc3\u3067\u5373\u6226\u529b\u3092\u76ee\u6307\u305b\u308b<\/td><td>\u30fb\u5373\u6226\u529b\u3092\u76ee\u6307\u3057\u305f\u3044<br>\u30fb\u624b\u539a\u3044\u5c31\u8077\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u305f\u3044<\/td><\/tr><tr><td>\u72ec\u5b66<\/td><td>\u8cbb\u7528\u3092\u6291\u3048\u3001\u81ea\u5206\u306e\u30da\u30fc\u30b9\u3067\u5b66\u3079\u308b<\/td><td>\u30fb\u4ed5\u4e8b\u3084\u5b66\u6821\u3068\u4e21\u7acb\u3057\u305f\u3044<br>\u30fb\u8cbb\u7528\u3092\u6291\u3048\u305f\u3044<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5927\u5b66\u3067\u5b66\u3076<\/h3>\n\n\n\n<p>\u60c5\u5831\u5de5\u5b66\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u7cfb\u306e\u5b66\u90e8\u3067\u306f\u3001AI\u306e\u57fa\u790e\u7406\u8ad6\u304b\u3089\u6570\u5b66\u30fb\u7d71\u8a08\u5b66\u307e\u3067\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u5ba4\u3067\u306e\u6d3b\u52d5\u3092\u901a\u3058\u3066\u6700\u5148\u7aef\u306e\u6280\u8853\u306b\u89e6\u308c\u308b\u6a5f\u4f1a\u3082\u591a\u304f\u3001\u7406\u8ad6\u304b\u3089\u3057\u3063\u304b\u308a\u7406\u89e3\u3057\u305f\u3044\u65b9\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u5c06\u6765\u3001\u7814\u7a76\u8077\u3084\u9ad8\u5ea6\u306a\u958b\u767a\u8077\u3092\u76ee\u6307\u3057\u305f\u3044\u5834\u5408\u306b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u5b66\u6821\u3067\u5b66\u3076<\/h3>\n\n\n\n<p>\u5c02\u9580\u5b66\u6821\u306f\u3001\u7279\u5b9a\u306e\u5206\u91ce\u306b\u7279\u5316\u3057\u305f\u5b9f\u7fd2\u4e2d\u5fc3\u306e\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u304c\u5f37\u307f\u3067\u3059\u3002\u6700\u65b0\u306e\u751f\u6210AI\u306b\u7279\u5316\u3057\u305f\u30b3\u30fc\u30b9\u3092\u8a2d\u7f6e\u3059\u308b\u5b66\u6821\u3082\u3042\u308a\u3001\u5b9f\u8df5\u7684\u306a\u30b9\u30ad\u30eb\u3092\u77ed\u671f\u9593\u3067\u8eab\u306b\u3064\u3051\u3066\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u5c31\u8077\u3092\u76ee\u6307\u305b\u307e\u3059\u3002\u3088\u308a\u6df1\u304f\u5b66\u3073\u305f\u3044\u65b9\u306f\u30014\u5e74\u5236\u306e\u5c02\u9580\u5b66\u6821\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u63d0\u643a\u4f01\u696d\u306b\u3088\u308b\u5c31\u8077\u30bb\u30df\u30ca\u30fc\u3084\u3001\u8cc7\u683c\u53d6\u5f97\u306e\u652f\u63f4\u306a\u3069\u3001\u5c31\u8077\u30b5\u30dd\u30fc\u30c8\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.hal.ac.jp\/job2\/it\/ai-vocational-school\">AI\u5c02\u9580\u5b66\u6821\u306e\u9078\u3073\u65b9\u3068\u304a\u3059\u3059\u3081\u6821\u3010\u6771\u4eac\u30fb\u5927\u962a\u30fb\u540d\u53e4\u5c4b\u3011\u5c31\u8077\u5148\u307e\u3067\u89e3\u8aac<\/a><br><a href=\"https:\/\/www.hal.ac.jp\/job2\/it\/ai-vocational-school-how-many-years\">AI\u5c02\u9580\u5b66\u6821\u306f\u4f55\u5e74\u5236\uff1f\u901a\u3046\u30e1\u30ea\u30c3\u30c8\u3084\u5352\u696d\u5f8c\u306e\u5c31\u8077\u5148\u3001\u9078\u3073\u65b9\u306e\u30dd\u30a4\u30f3\u30c8\u306a\u3069\u3092\u89e3\u8aac<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u72ec\u5b66\u3067\u5b66\u3076<\/h3>\n\n\n\n<p>\u66f8\u7c4d\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u6559\u6750\u3092\u4f7f\u3063\u3066\u5b66\u3076\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u3002\u81ea\u5206\u306e\u30da\u30fc\u30b9\u3067\u5b66\u3079\u308b\u305f\u3081\u3001\u4ed5\u4e8b\u3084\u5b66\u6821\u3068\u3082\u4e21\u7acb\u3057\u3084\u3059\u3044\u306e\u304c\u9b45\u529b\u3067\u3059\u3002\u9032\u5b66\u306b\u6bd4\u3079\u3066\u3001\u8cbb\u7528\u3092\u6291\u3048\u3089\u308c\u308b\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001AI\u306e\u5b66\u7fd2\u306f\u5c02\u9580\u6027\u304c\u3068\u3066\u3082\u9ad8\u304f\u3001\u3064\u307e\u305a\u3044\u305f\u3068\u304d\u306b\u4e00\u4eba\u3067\u89e3\u6c7a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u5834\u9762\u304c\u591a\u3044\u305f\u3081\u3001\u632b\u6298\u3057\u3084\u3059\u3044\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3068\u77e5\u8b58<\/h2>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u4e2d\u5fc3\u306b\u5e45\u5e83\u3044\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/li>\n\n\n\n<li>\u6700\u65b0\u6280\u8853\u306e\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h3>\n\n\n\n<p>AI\u958b\u767a\u3067\u6700\u3082\u3088\u304f\u4f7f\u308f\u308c\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306f\u300cPython\uff08\u30d1\u30a4\u30bd\u30f3\uff09\u300d\u3067\u3059\u3002\u30b7\u30f3\u30d7\u30eb\u3067\u8aad\u307f\u3084\u3059\u3044\u6587\u6cd5\u304c\u7279\u5fb4\u3067\u3001\u521d\u5fc3\u8005\u306b\u3082\u6bd4\u8f03\u7684\u5b66\u3073\u3084\u3059\u3044\u8a00\u8a9e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5909\u6570\u3068\u30c7\u30fc\u30bf\u578b\u3001\u6f14\u7b97\u3001\u6761\u4ef6\u5206\u5c90\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u6587\u6cd5\u3092\u30de\u30b9\u30bf\u30fc\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>Python\u306b\u306f\u3001AI\u958b\u767a\u306b\u5f79\u7acb\u3064\u4fbf\u5229\u306a\u300c\u30e9\u30a4\u30d6\u30e9\u30ea\u300d\uff08\u6a5f\u80fd\u306e\u90e8\u54c1\u96c6\uff09\u3084\u300c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300d\uff08\u958b\u767a\u306e\u67a0\u7d44\u307f\uff09\u304c\u8c4a\u5bcc\u306b\u305d\u308d\u3063\u3066\u3044\u307e\u3059\u3002TensorFlow\u3084PyTorch\u3001scikit-learn\u306a\u3069\u304c\u4ee3\u8868\u7684\u3067\u3001\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u8907\u96d1\u306aAI\u6a5f\u80fd\u3092\u52b9\u7387\u7684\u306b\u5b9f\u88c5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/h3>\n\n\n\n<p>AI\u958b\u767a\u306b\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u77e5\u8b58\u3068\u30b9\u30ad\u30eb\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u3076\u6280\u8853\u3067\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u305d\u306e\u306a\u304b\u3067\u3082\u4eba\u9593\u306e\u8133\u306b\u4f3c\u305f\u69cb\u9020\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3092\u4f7f\u3063\u305f\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u6570\u5024\u306e\u4e88\u6e2c\u3092\u304a\u3053\u306a\u3046\u300c\u56de\u5e30\u5206\u6790\u300d\u3001\u30c7\u30fc\u30bf\u3092\u7a2e\u985e\u5225\u306b\u4ed5\u5206\u3051\u308b\u300c\u5206\u985e\u300d\u3001\u4f3c\u305f\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u300c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u300d\u306a\u3069\u306e\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u6982\u5ff5\u3092\u7406\u89e3\u3057\u3001Python\u3067\u5b9f\u88c5\u3067\u304d\u308b\u30b9\u30ad\u30eb\u304cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u3001AI\u3078\u306e\u6307\u793a\u3084\u8cea\u554f\u306e\u3053\u3068\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001AI\u304b\u3089\u7684\u78ba\u3067\u8cea\u306e\u9ad8\u3044\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u6307\u793a\u3092\u8a2d\u8a08\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4f8b\u3092\u4e00\u5207\u793a\u3055\u305a\u306b\u8cea\u554f\u3059\u308b\u300cZero-shot\uff08\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\uff09\u300d\u3084\u3001\u3044\u304f\u3064\u304b\u306e\u4f8b\u3092\u793a\u3057\u3066\u304b\u3089\u8cea\u554f\u3059\u308b\u300cFew-shot\uff08\u30d5\u30e5\u30fc\u30b7\u30e7\u30c3\u30c8\uff09\u300d\u306a\u3069\u306e\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u306a\u3069\u306e\u751f\u6210AI\u304c\u666e\u53ca\u3057\u305f\u73fe\u5728\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306fAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u306e1\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u65b0\u6280\u8853\u306e\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7<\/h3>\n\n\n\n<p>AI\u6280\u8853\u306e\u9032\u6b69\u306f\u975e\u5e38\u306b\u901f\u304f\u3001\u6570\u30f5\u6708\u3067\u696d\u754c\u306e\u30c8\u30ec\u30f3\u30c9\u304c\u5927\u304d\u304f\u5909\u308f\u308b\u3053\u3068\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u8fd1\u5e74\u306f\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u3068\u3044\u3046\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u3053\u306a\u3059AI\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u308b\u306a\u3069\u3001\u65b0\u3057\u3044\u6280\u8853\u304c\u6b21\u3005\u3068\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u306e\u8ad6\u6587\u3084\u6280\u8853\u30d6\u30ed\u30b0\u3001SNS\u3092\u5b9a\u671f\u7684\u306b\u30c1\u30a7\u30c3\u30af\u3057\u3001\u5fc5\u8981\u306a\u6280\u8853\u3092\u3059\u3070\u3084\u304f\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3059\u308b\u529b\u304cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/03-800x533.webp\" alt=\"\u30b9\u30c6\u30c3\u30d7\" class=\"wp-image-1441\" style=\"object-fit:cover;width:640px;height:427px\" srcset=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/03-800x533.webp 800w, https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/03-300x200.webp 300w, https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/03.webp 2000w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u672a\u7d4c\u9a13\u304b\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u65b9\u306e\u305f\u3081\u306b\u3001\u5b9f\u8df5\u7684\u306a\u30b9\u30c6\u30c3\u30d7\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6570\u5b66\u3084\u7d71\u8a08\u5b66\u306a\u3069\u57fa\u790e\u5b66\u7fd2\u3092\u3059\u308b<\/li>\n\n\n\n<li>AI\u3092\u4f7f\u3044\u3001\u6027\u8cea\u3092\u5b66\u3076<\/li>\n\n\n\n<li>Python\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b<\/li>\n\n\n\n<li>API\u3092\u6d3b\u7528\u3057\u305f\u5b9f\u8df5\u7684\u306a\u958b\u767a\u3092\u304a\u3053\u306a\u3046<\/li>\n\n\n\n<li>RAG\u3084LangChain\u306b\u3088\u308b\u5fdc\u7528\u5b9f\u88c5\u3092\u5b66\u3076<\/li>\n\n\n\n<li>\u5c31\u8077\u6d3b\u52d5\u3092\u304a\u3053\u306a\u3046<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u6570\u5b66\u3084\u7d71\u8a08\u5b66\u306a\u3069\u57fa\u790e\u5b66\u7fd2\u3092\u3059\u308b<\/h3>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u3001\u6570\u5b66\u3084\u7d71\u8a08\u5b66\u306e\u77e5\u8b58\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u300c\u7dda\u5f62\u4ee3\u6570\uff08\u884c\u5217\u30fb\u30d9\u30af\u30c8\u30eb\uff09\u300d\u300c\u5fae\u5206\u30fb\u7a4d\u5206\u300d\u300c\u78ba\u7387\u30fb\u7d71\u8a08\u300d\u306fAI\u958b\u767a\u306e\u57fa\u790e\u4e2d\u306e\u57fa\u790e\u3067\u3059\u3002\u9ad8\u6821\u6570\u5b66\u306e\u5185\u5bb9\u3068\u91cd\u306a\u308b\u90e8\u5206\u3082\u3042\u308b\u305f\u3081\u3001\u307e\u305a\u306f\u5b66\u6821\u306e\u6388\u696d\u3092\u3057\u3063\u304b\u308a\u7406\u89e3\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u3092\u4f7f\u3044\u3001\u6027\u8cea\u3092\u5b66\u3076<\/h3>\n\n\n\n<p>ChatGPT\u3084Gemini\u306a\u3069\u3001AI\u30c4\u30fc\u30eb\u3092\u3069\u3093\u3069\u3093\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002AI\u306b\u8cea\u554f\u3057\u305f\u308a\u3001\u6587\u7ae0\u3092\u66f8\u304b\u305b\u305f\u308a\u3001\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3055\u305b\u305f\u308a\u3059\u308b\u306a\u304b\u3067\u3001\u300c\u3069\u306e\u3088\u3046\u306a\u6307\u793a\u3092\u51fa\u3059\u3068\u3069\u306e\u3088\u3046\u306a\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304f\u308b\u306e\u304b\u300d\u3092\u4f53\u611f\u7684\u306b\u5b66\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a66\u884c\u932f\u8aa4\u3057\u306a\u304c\u3089\u4f7f\u3044\u3053\u306a\u3059\u306a\u304b\u3067\u3001AI\u306e\u7279\u6027\u3092\u7406\u89e3\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b<\/h3>\n\n\n\n<p>AI\u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u8a00\u8a9ePython\u3092\u5b66\u3073\u307e\u3059\u3002\u307e\u305a\u306f\u3001\u5909\u6570\u30fb\u30c7\u30fc\u30bf\u578b\uff08\u6570\u5024\u30fb\u6587\u5b57\u5217\u30fb\u30ea\u30b9\u30c8\u306a\u3069\uff09\u30fb\u6761\u4ef6\u5206\u5c90\u30fb\u7e70\u308a\u8fd4\u3057\u306a\u3069\u3001\u57fa\u672c\u6587\u6cd5\u3092\u7fd2\u5f97\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u3042\u3068\u3001NumPy\u3084Pandas\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3044\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u304c\u3067\u304d\u308b\u30ec\u30d9\u30eb\u3092\u76ee\u6307\u3057\u307e\u3059\u3002\u7121\u6599\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u306e\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">API\u3092\u6d3b\u7528\u3057\u305f\u5b9f\u8df5\u7684\u306a\u958b\u767a\u3092\u304a\u3053\u306a\u3046<\/h3>\n\n\n\n<p>\u57fa\u790e\u304c\u8eab\u306b\u3064\u3044\u305f\u3089\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u6311\u6226\u3057\u307e\u3057\u3087\u3046\u3002OpenAI\u304c\u63d0\u4f9b\u3059\u308bAPI\u3092\u4f7f\u3063\u3066\u3001\u72ec\u81ea\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04\u30c4\u30fc\u30eb\u306a\u3069\u3092\u958b\u767a\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u958b\u767a\u306e\u306a\u304b\u3067VPS\uff08\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\uff09\u3067\u306e\u74b0\u5883\u69cb\u7bc9\u3084\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b9f\u8df5\u7684\u306a\u77e5\u8b58\u3082\u8eab\u306b\u3064\u304d\u307e\u3059\u3002\u4f5c\u3063\u305f\u3082\u306e\u306f\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3068\u3057\u3066\u6b8b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG\u3084LangChain\u306b\u3088\u308b\u5fdc\u7528\u5b9f\u88c5\u3092\u5b66\u3076<\/h3>\n\n\n\n<p>\u5b9f\u52d9\u30ec\u30d9\u30eb\u306b\u8fd1\u3065\u304f\u305f\u3081\u306b\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u6280\u8853\u3092\u7fd2\u5f97\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u300d\u3068\u306f\u3001AI\u304c\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u691c\u7d22\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u300cLangChain\u300d\u306fAI\u30a2\u30d7\u30ea\u958b\u767a\u3092\u52b9\u7387\u5316\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3001AI\u958b\u767a\u306e\u73fe\u5834\u3067\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u3084LangChain\u306e\u5b9f\u88c5\u3092\u5b66\u3076\u3053\u3068\u3067\u3001\u5b9f\u969b\u306e\u73fe\u5834\u3067\u901a\u7528\u3059\u308b\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c31\u8077\u6d3b\u52d5\u3092\u304a\u3053\u306a\u3046<\/h3>\n\n\n\n<p>\u5c31\u8077\u6d3b\u52d5\u3067\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u5b66\u7fd2\u3067\u4f5c\u6210\u3057\u305f\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u304c\u91cd\u8981\u306a\u6b66\u5668\u306b\u306a\u308a\u307e\u3059\u3002\u5e0c\u671b\u3059\u308b\u4f01\u696d\u306e\u696d\u7a2e\u3084\u3001\u696d\u52d9\u5185\u5bb9\u306b\u5408\u3063\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7528\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306b\u8cc7\u683c\u304c\u5fc5\u9808\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u4fdd\u6709\u3057\u3066\u3044\u308b\u3068\u5c31\u8077\u6d3b\u52d5\u3092\u6709\u5229\u306b\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u304a\u3059\u3059\u3081\u306eAI\u8cc7\u683c\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/guga.or.jp\/outline\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u751f\u6210AI\u30d1\u30b9\u30dd\u30fc\u30c8<\/a>\uff1a\u751f\u6210AI\u306e\u57fa\u790e\u77e5\u8b58\u3084\u6d3b\u7528\u65b9\u6cd5\u3001\u30ea\u30c6\u30e9\u30b7\u30fc\u306b\u95a2\u3059\u308b\u8cc7\u683c<\/li>\n\n\n\n<li><a href=\"https:\/\/www.jdla.org\/certificate\/general\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">G\u691c\u5b9a<\/a>\uff1aAI\u3092\u30d3\u30b8\u30cd\u30b9\u3067\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u77e5\u8b58\u3092\u554f\u308f\u308c\u308b\u8cc7\u683c<\/li>\n\n\n\n<li><a href=\"https:\/\/www.jdla.org\/certificate\/engineer\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">E\u8cc7\u683c<\/a>\uff1aAI\u306e\u958b\u767a\u3084\u5b9f\u88c5\u306a\u3069\u306e\u30b9\u30ad\u30eb\u3092\u554f\u308f\u308c\u308b\u8cc7\u683c\uff08\u7d4c\u9a13\u8005\u5411\u3051\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u7279\u306bG\u691c\u5b9a\u306f\u3001JDLA\uff08\u65e5\u672c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5354\u4f1a\uff09\u304c\u4e3b\u50ac\u3059\u308b\u3001\u6700\u3082\u30e1\u30b8\u30e3\u30fc\u306a\u8cc7\u683c\u3067\u3059\u3002AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5fc5\u8981\u306a\u57fa\u790e\u7406\u8ad6\u3092\u5e45\u5e83\u304f\u5b66\u3079\u308b\u305f\u3081\u3001\u6700\u521d\u306b\u53d6\u5f97\u3059\u3079\u304d\u8cc7\u683c\u3068\u3057\u3066\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u306a\u304b\u3067\u3088\u304f\u3042\u308b\u5931\u6557<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/04-800x533.webp\" alt=\"\u30d1\u30bd\u30b3\u30f3\u3092\u898b\u3066\u8003\u3048\u308b\u5973\u6027\" class=\"wp-image-1443\" style=\"object-fit:cover;width:640px;height:427px\" srcset=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/04-800x533.webp 800w, https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/04-300x200.webp 300w, https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/04.webp 2000w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u8aad\u3093\u3067\u3044\u308b\u9014\u4e2d\u3067\u3001\u300c\u72ec\u5b66\u3058\u3083\u96e3\u3057\u305d\u3046\u2026\u2026\u300d\u3068\u611f\u3058\u305f\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u5b9f\u306f\u305d\u306e\u3068\u304a\u308a\u3067\u3001\u72ec\u5b66\u3067\u306f\u3064\u307e\u305a\u304d\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u6027\u304c\u9ad8\u304f\u3001\u632b\u6298\u3057\u3084\u3059\u3044<\/h3>\n\n\n\n<p>\u7279\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u672a\u7d4c\u9a13\u8005\u306b\u3068\u3063\u3066\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5b66\u7fd2\u306f\u99b4\u67d3\u307f\u306e\u306a\u3044\u6982\u5ff5\u3070\u304b\u308a\u3067\u3059\u3002\u300c\u5909\u6570\u3063\u3066\u4f55\uff1f\u300d\u300c\u306a\u305c\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u306e\uff1f\u300d\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u7591\u554f\u3067\u3082\u3001\u72ec\u5b66\u3060\u3068\u8cea\u554f\u3067\u304d\u308b\u76f8\u624b\u304c\u3044\u306a\u3044\u305f\u3081\u3001\u89e3\u6c7a\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7406\u89e3\u304c\u8ffd\u3044\u3064\u304b\u306a\u3044\u307e\u307e\u3069\u3093\u3069\u3093\u96e3\u3057\u3044\u5185\u5bb9\u306b\u9032\u3093\u3067\u3057\u307e\u3044\u3001\u3084\u304c\u3066\u632b\u6298\u3057\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u57fa\u790e\u3092\u758e\u304b\u306b\u3057\u3066\u3044\u308b<\/h3>\n\n\n\n<p>Python\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u6210\u679c\u7269\u3092\u4f5c\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u57fa\u790e\u56fa\u3081\u304c\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306b\u539f\u56e0\u3092\u7279\u5b9a\u3067\u304d\u306a\u304b\u3063\u305f\u308a\u3001\u65b0\u3057\u3044\u5fdc\u7528\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u304b\u3063\u305f\u308a\u306a\u3069\u306e\u843d\u3068\u3057\u7a74\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9f\u52d9\u3084\u305d\u308c\u306b\u8fd1\u3044\u7d4c\u9a13\u304c\u8db3\u308a\u306a\u3044<\/h3>\n\n\n\n<p>AI\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306f\u3042\u3063\u3066\u3082\u3001\u5b9f\u969b\u306e\u696d\u52d9\u3084\u73fe\u5834\u3092\u60f3\u5b9a\u3057\u305f\u6210\u679c\u7269\u304c\u306a\u3044\u3001\u307e\u305f\u306f\u5b9f\u52d9\u306b\u8fd1\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7d4c\u9a13\u304c\u5c11\u306a\u3044\u3068\u3001\u5c31\u8077\u6d3b\u52d5\u3067\u82e6\u6226\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u306f\u300c\u4f5c\u308c\u308b\u4eba\u6750\u304b\u3069\u3046\u304b\u300d\u3092\u91cd\u8996\u3059\u308b\u305f\u3081\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u8cea\u3068\u5b9f\u8df5\u7684\u306a\u7d4c\u9a13\u304c\u554f\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5c02\u9580\u5b66\u6821\u306f\u3001\u4e0a\u8a183\u3064\u306e\u5931\u6557\u3092\u9632\u3050\u305f\u3081\u306e\u6709\u52b9\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.hal.ac.jp\/\">\u5c02\u9580\u5b66\u6821HAL<\/a>\u6771\u4eac\u30fb\u5927\u962a\u30fb\u540d\u53e4\u5c4b\u306e\u300c\u9ad8\u5ea6\u60c5\u5831\u5b66\u79d1 AI\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30b3\u30fc\u30b9\u2160\u30fb\u2161\u300d\u3067\u306f\u30014\u5e74\u9593\u3067AI\u958b\u767a\u306e\u57fa\u790e\u304b\u3089\u5fdc\u7528\u3092\u5b9f\u8df5\u7684\u306b\u5b66\u3073\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u306e\u8b1b\u5e2b\u304b\u3089\u76f4\u63a5\u5b66\u3079\u308b\u305f\u3081\u3001\u308f\u304b\u3089\u306a\u3044\u70b9\u3092\u3059\u3050\u306b\u8cea\u554f\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u57fa\u790e\u304b\u3089\u4f53\u7cfb\u7684\u306b\u5b66\u3076\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u304c\u7d44\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u3064\u307e\u305a\u304d\u306b\u304f\u3044\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u5b9f\u7fd2\u3084\u7523\u5b66\u76f4\u7d50\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u901a\u3058\u3066\u3001\u5b9f\u52d9\u306b\u8fd1\u3044\u7d4c\u9a13\u3092\u7a4d\u3081\u308b<\/li>\n\n\n\n<li>\u8cc7\u683c\u53d6\u5f97\u30b5\u30dd\u30fc\u30c8\u304c\u3042\u308a\u3001G\u691c\u5b9a\u306e\u53d6\u5f97\u3092\u76ee\u6307\u305b\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u300c\u672a\u7d4c\u9a13\u304b\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3081\u3056\u3057\u305f\u3044\u300d\u300c\u5b66\u7fd2\u304b\u3089\u5c31\u8077\u307e\u3067\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u305f\u3044\u300d\u3068\u3044\u3046\u65b9\u306f\u3001\u5c02\u9580\u5b66\u6821HAL\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u6771\u4eac\u30fb\u5927\u962a\u30fb\u540d\u53e4\u5c4b\u306e\u5404HAL\u3067\u3001\u4f53\u9a13\u5165\u5b66\u3084\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u3092\u968f\u6642\u958b\u50ac\u4e2d\u3067\u3059\u3002<\/p>\n\n\n\n<p>&gt;<a href=\"https:\/\/www.hal.ac.jp\/tokyo\/apply\">\u6771\u4eac\u306e\u30a4\u30d9\u30f3\u30c8\uff0f\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u60c5\u5831\u3092\u898b\u308b<br><\/a>&gt;<a href=\"https:\/\/www.hal.ac.jp\/osaka\/apply\">\u5927\u962a\u306e\u30a4\u30d9\u30f3\u30c8\uff0f\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u60c5\u5831\u3092\u898b\u308b<br><\/a>&gt;<a href=\"https:\/\/www.hal.ac.jp\/nagoya\/apply\">\u540d\u53e4\u5c4b\u306e\u30a4\u30d9\u30f3\u30c8\uff0f\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u60c5\u5831\u3092\u898b\u308b<\/a><\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5b66\u6821\u6848\u5185\u30d1\u30f3\u30d5\u30ec\u30c3\u30c8\u3084\u5b66\u8cbb\u30fb\u4f4f\u307e\u3044\u30b5\u30dd\u30fc\u30c8BOOK\u306a\u3069\u306e\u8cc7\u6599\u3092\u3001\u7121\u6599\u3067\u307e\u3068\u3081\u3066\u304a\u5c4a\u3051\u3057\u3066\u3044\u307e\u3059\u3002\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u4e0b\u8a18\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>><a href=\"https:\/\/www.hal.ac.jp\/request?school=TM\">\u8cc7\u6599\u8acb\u6c42\u30da\u30fc\u30b8\u3092\u898b\u308b<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u30fb\u5b9f\u88c5\u30fb\u6539\u5584\u3092\u62c5\u3046\u4ed5\u4e8b\u3067\u3059\u3002\u4e3b\u306a\u9032\u8def\u3068\u3057\u3066\u5927\u5b66\u30fb\u5c02\u9580\u5b66\u6821\u30fb\u72ec\u5b66\u306e3\u3064\u304c\u3042\u308a\u3001\u81ea\u5206\u306b\u5408\u3063\u305f\u65b9\u6cd5\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001AI\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u95a2\u3057\u3066\u9ad8\u3044\u5c02\u9580\u6027\u3068\u5e45\u5e83\u3044\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u72ec\u5b66\u3067\u306f\u632b\u6298\u3057\u3084\u3059\u304f\u3001\u57fa\u790e\u4e0d\u8db3\u3084\u5b9f\u52d9\u7d4c\u9a13\u4e0d\u8db3\u306b\u9665\u308a\u3084\u3059\u3044\u305f\u3081\u3001\u5c02\u9580\u7684\u306a\u74b0\u5883\u3067\u5b66\u3076\u3053\u3068\u3082\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9ad8\u5ea6\u60c5\u5831\u5b66\u79d1 AI\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30b3\u30fc\u30b9\u2160\u30fb\u2161<\/h3>\n\n\n\n<div class=\"wp-block-group p-pattern-department is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-not-stacked-on-mobile p-pattern-department is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"184\" src=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/191fac687f053304d911efa28bb2f41e-300x184.png\" alt=\"\" class=\"wp-image-1398\" style=\"aspect-ratio:3\/2;object-fit:cover;width:182px\" srcset=\"https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/191fac687f053304d911efa28bb2f41e-300x184.png 300w, https:\/\/www.hal.ac.jp\/job2\/wp-content\/uploads\/2026\/05\/191fac687f053304d911efa28bb2f41e.png 433w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>AI\u30fbIoT\u30fb\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u30fb\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30924\u5e74\u9593\u3067\u4f53\u7cfb\u7684\u306b\u7fd2\u5f97\u3059\u308b\u30b3\u30fc\u30b9\u3067\u3059\u3002Python\u57fa\u790e\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3078\u3068\u6bb5\u968e\u7684\u306b\u5b66\u3073\u3001\u7523\u5b66\u9023\u643a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u5b9f\u8df5\u529b\u3092\u990a\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8cc7\u683c\u53d6\u5f97\u306e\u30b5\u30dd\u30fc\u30c8\u3082\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u76ee\u6307\u305b\u307e\u3059\u3002<br><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.hal.ac.jp\/tokyo\/course\/twoyear_info_process\"><\/a><a href=\"https:\/\/www.hal.ac.jp\/tokyo\/course\/ai\">AI\u5c02\u9580\u5b66\u6821\uff08\u6771\u4eac\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.hal.ac.jp\/osaka\/course\/twoyear_info_process\"><\/a><a href=\"https:\/\/www.hal.ac.jp\/osaka\/course\/ai\">AI\u5c02\u9580\u5b66\u6821\uff08\u5927\u962a\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.hal.ac.jp\/nagoya\/course\/twoyear_info_process\"><\/a><a href=\"https:\/\/www.hal.ac.jp\/nagoya\/course\/ai\">AI\u5c02\u9580\u5b66\u6821\uff08\u540d\u53e4\u5c4b\uff09<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>\u6771\u4eac\u30fb\u5927\u962a\u30fb\u540d\u53e4\u5c4b\u306e\u5404HAL\u3067\u3001\u4f53\u9a13\u5165\u5b66\u3084\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u3092\u968f\u6642\u958b\u50ac\u4e2d\u3067\u3059\u3002<\/p>\n\n\n\n<p>&gt;<a href=\"https:\/\/www.hal.ac.jp\/tokyo\/apply\">\u6771\u4eac\u306e\u30a4\u30d9\u30f3\u30c8\uff0f\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u60c5\u5831\u3092\u898b\u308b<br><\/a>&gt;<a href=\"https:\/\/www.hal.ac.jp\/osaka\/apply\">\u5927\u962a\u306e\u30a4\u30d9\u30f3\u30c8\uff0f\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u60c5\u5831\u3092\u898b\u308b<br><\/a>&gt;<a href=\"https:\/\/www.hal.ac.jp\/nagoya\/apply\">\u540d\u53e4\u5c4b\u306e\u30a4\u30d9\u30f3\u30c8\uff0f\u30aa\u30fc\u30d7\u30f3\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u60c5\u5831\u3092\u898b\u308b<\/a><\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5b66\u6821\u6848\u5185\u30d1\u30f3\u30d5\u30ec\u30c3\u30c8\u3084\u5b66\u8cbb\u30fb\u4f4f\u307e\u3044\u30b5\u30dd\u30fc\u30c8BOOK\u306a\u3069\u306e\u8cc7\u6599\u3092\u3001\u7121\u6599\u3067\u307e\u3068\u3081\u3066\u304a\u5c4a\u3051\u3057\u3066\u3044\u307e\u3059\u3002\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u4e0b\u8a18\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>&gt;<a href=\"https:\/\/www.hal.ac.jp\/request?school=TM\">\u8cc7\u6599\u8acb\u6c42\u30da\u30fc\u30b8\u3092\u898b\u308b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u308f\u304b\u308b\u3053\u30683\u70b9\u307e\u3068\u3081 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