{"id":7529,"date":"2025-12-24T16:04:14","date_gmt":"2025-12-24T07:04:14","guid":{"rendered":"https:\/\/kaishi.ac.jp\/info-d\/?post_type=column&#038;p=7529"},"modified":"2025-12-26T18:04:07","modified_gmt":"2025-12-26T09:04:07","slug":"ai-qualification-guide","status":"publish","type":"column","link":"https:\/\/kaishi.ac.jp\/info-d\/column\/column-list\/ai-qualification-guide\/","title":{"rendered":"\u30102025\u5e74\u6700\u65b0\u3011AI\u306e\u304a\u3059\u3059\u3081\u8cc7\u683c\u4e00\u89a7\uff01\u5f79\u7acb\u3064\u8cc7\u683c\u3084\u96e3\u6613\u5ea6\u307e\u3067\u7d39\u4ecb"},"content":{"rendered":"\n<p>AI\u5206\u91ce\u306b\u8208\u5473\u3092\u6301\u3063\u3066\u3082\u3001\u3069\u306e\u8cc7\u683c\u304b\u3089\u5b66\u3073\u59cb\u3081\u308c\u3070\u3088\u3044\u306e\u304b\u3001\u60a9\u3093\u3067\u3057\u307e\u3046\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>AI\u8cc7\u683c\u306b\u306f\u3001\u57fa\u790e\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u308b\u3082\u306e\u304b\u3089\u5b9f\u52d9\u3067\u6d3b\u304b\u305b\u308b\u30b9\u30ad\u30eb\u3092\u8a3c\u660e\u3067\u304d\u308b\u3082\u306e\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001AI\u8cc7\u683c\u306e\u6982\u8981\u3084\u7a2e\u985e\u3001\u5b66\u7fd2\u65b9\u6cd5\u306b\u3064\u3044\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304b\u3089AI\u5206\u91ce\u306b\u6311\u6226\u3057\u305f\u3044\u65b9\u3084\u3001\u77e5\u8b58\u3092\u6df1\u3081\u305f\u3044\u65b9\u306f\u305c\u3072\u6700\u5f8c\u307e\u3067\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u8fd1\u5e74\u3001AI\u304c\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"429\" src=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/02\/AdobeStock_335969170-1024x429.jpeg\" alt=\"\" class=\"wp-image-2390\"\/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u666e\u53ca\u306b\u3088\u308a\u5927\u304d\u304f\u5909\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65e5\u5e38\u306e\u4e2d\u3067\u4fbf\u5229\u306a\u30b5\u30fc\u30d3\u30b9\u304c\u5897\u3048\u308b\u4e00\u65b9\u3001\u65b0\u3057\u3044\u6280\u8853\u3078\u306e\u95a2\u5fc3\u3082\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u3046\u3057\u305f\u6d41\u308c\u306e\u4e2d\u3067\u3001\u4eca\u7279\u306b\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u306e\u304cAI\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI\u5e02\u5834\u306f\u6025\u901f\u306b\u6210\u9577\u3057\u3066\u3044\u308b<\/strong><\/h3>\n\n\n\n<p>AI\u5e02\u5834\u306f\u8fd1\u5e74\u3001\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u682a\u5f0f\u4f1a\u793e\u30a2\u30a4\u30fb\u30c6\u30a3\u30fb\u30a2\u30fc\u30eb\u306e\u300c<a href=\"https:\/\/www.itr.co.jp\/topics\/pr-20210826-1\">AI\u4e3b\u89818\u5e02\u5834\u898f\u6a21\u63a8\u79fb\u304a\u3088\u3073\u4e88\u6e2c<\/a>\u300d\u306b\u3088\u308b\u3068\u30012020\u5e74\u5ea6\u306eAI\u4e3b\u89818\u5e02\u5834\u306e\u58f2\u4e0a\u91d1\u984d\u306f513\u51043,000\u4e07\u5186\u3067\u3057\u305f\u304c\u3001<\/p>\n\n\n\n<p>2025\u5e74\u5ea6\u306b\u306f1,200\u5104\u5186\u306b\u307e\u3067\u5230\u9054\u3059\u308b\u898b\u8fbc\u307f\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3082\u3055\u3089\u306a\u308b\u62e1\u5927\u304c\u4e88\u60f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"770\" height=\"498\" src=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-10-170931.png\" alt=\"\" class=\"wp-image-7530\" srcset=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-10-170931.png 770w, https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-10-170931-300x194.png 300w, https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-10-170931-768x497.png 768w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" \/><\/figure>\n\n\n\n<p>\u5f15\u7528\uff1a\u682a\u5f0f\u4f1a\u793e\u30a2\u30a4\u30fb\u30c6\u30a3\u30fb\u30a2\u30fc\u30eb\u300c<a href=\"https:\/\/www.itr.co.jp\/topics\/pr-20210826-1\">AI\u4e3b\u89818\u5e02\u5834\u898f\u6a21\u63a8\u79fb\u304a\u3088\u3073\u4e88\u6e2c<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u7279\u306b\u30b3\u30ed\u30ca\u798d\u3092\u304d\u3063\u304b\u3051\u306b\u5728\u5b85\u52e4\u52d9\u3084\u975e\u5bfe\u9762\u3067\u306e\u696d\u52d9\u304c\u5e83\u304c\u308a\u3001\u4f01\u696d\u3067\u306f\u696d\u52d9\u52b9\u7387\u5316\u3084\u751f\u7523\u6027\u5411\u4e0a\u304c\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u89e3\u6c7a\u7b56\u306e\u4e00\u3064\u3068\u3057\u3066AI\u306e\u6d3b\u7528\u304c\u672c\u683c\u5316\u3057\u3001\u6587\u66f8\u4f5c\u6210\u3084\u7ffb\u8a33\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306a\u3069\u3092AI\u304c\u652f\u63f4\u30fb\u81ea\u52d5\u5316\u3059\u308b\u4e8b\u4f8b\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u80cc\u666f\u304b\u3089\u3001AI\u5e02\u5834\u306f\u4e00\u6642\u7684\u306a\u6d41\u884c\u3067\u306f\u306a\u304f\u3001\u4f01\u696d\u6d3b\u52d5\u3084\u793e\u4f1a\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u57fa\u76e4\u3068\u3057\u3066\u3001\u4eca\u5f8c\u3082\u6210\u9577\u304c\u7d9a\u304f\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI\u5e02\u5834\u306e\u6025\u6210\u9577\u306b\u5bfe\u3057\u3066\u3001\u4eba\u6750\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b<\/strong><\/h3>\n\n\n\n<p>AI\u5e02\u5834\u306f\u5e74\u3005\u5927\u304d\u304f\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u6210\u9577\u306b\u5bfe\u3057\u3066AI\u4eba\u6750\u306e\u4e0d\u8db3\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u306f\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3069\u9ad8\u5ea6\u306a\u5c02\u9580\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u3059\u3050\u306b\u6d3b\u8e8d\u3067\u304d\u308b\u4eba\u304c\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001\u4f01\u696d\u3067\u306fAI\u5c0e\u5165\u304c\u9032\u307e\u306a\u304b\u3063\u305f\u308a\u3001\u958b\u767a\u304c\u9045\u308c\u305f\u308a\u3059\u308b\u307b\u304b\u3001\u63a1\u7528\u7af6\u4e89\u306e\u6fc0\u5316\u306b\u3088\u308b\u4eba\u6750\u30b3\u30b9\u30c8\u306e\u4e0a\u6607\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5f71\u97ff\u304c\u51fa\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-heading\"><strong>AI\u8cc7\u683c\u3092\u53d6\u5f97\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/strong>\u306f\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"664\" src=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/04\/AdobeStock_427296735-1024x664.jpeg\" alt=\"\" class=\"wp-image-2968\"\/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001AI\u8cc7\u683c\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u300c\u30b9\u30ad\u30eb\u306e\u8a3c\u660e\u300d\u3084\u300c\u8ee2\u8077\u5e02\u5834\u3067\u306e\u5e02\u5834\u4fa1\u5024\u5411\u4e0a\u300d\u306a\u3069\u3001\u8cc7\u683c\u304c\u3082\u305f\u3089\u3059\u52b9\u679c\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 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style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8ee2\u8077\u306b\u304a\u3051\u308b\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u307e\u308b<\/strong><\/h3>\n\n\n\n<p>AI\u4eba\u6750\u306e\u9700\u8981\u304c\u9ad8\u307e\u308b\u4e00\u65b9\u3067\u3001AI\u5206\u91ce\u3067\u306f\u4eba\u6750\u4e0d\u8db3\u304c\u7d9a\u3044\u3066\u3044\u307e\u3059\u3002AI\u306f\u9ad8\u3044\u5c02\u9580\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u5206\u91ce\u3067\u3042\u308b\u305f\u3081\u3001\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u8cc7\u683c\u3068\u3044\u3046\u5f62\u3067\u793a\u305b\u308b\u4eba\u6750\u306f\u3001\u4f01\u696d\u304b\u3089\u8a55\u4fa1\u3055\u308c\u3084\u3059\u3044\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8cc7\u683c\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u5c02\u9580\u6027\u306e\u9ad8\u3044\u696d\u52d9\u3084\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u6311\u6226\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u305d\u306e\u7d50\u679c\u3001\u5e74\u53ce\u30a2\u30c3\u30d7\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u3082\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u8cc7\u683c\u306f\u3001\u81ea\u8eab\u306e\u5e02\u5834\u4fa1\u5024\u3092\u9ad8\u3081\u308b\u3068\u3068\u3082\u306b\u3001\u30ad\u30e3\u30ea\u30a2\u306e\u9078\u629e\u80a2\u3092\u5e83\u3052\u308b\u304d\u3063\u304b\u3051\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI\u8cc7\u683c\u3092\u6d3b\u304b\u305b\u308b\u8077\u7a2e<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"667\" src=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/03\/AdobeStock_236629968.jpeg\" alt=\"\" class=\"wp-image-2755\" srcset=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/03\/AdobeStock_236629968.jpeg 1000w, https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/03\/AdobeStock_236629968-300x200.jpeg 300w, https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/03\/AdobeStock_236629968-768x512.jpeg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>AI\u306e\u8cc7\u683c\u306f\u3001AI\u306b\u95a2\u3059\u308b\u57fa\u790e\u77e5\u8b58\u3084\u6d3b\u7528\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u305b\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8cc7\u683c\u53d6\u5f97\u3092\u901a\u3058\u3066AI\u3078\u306e\u7406\u89e3\u304c\u6df1\u307e\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u8077\u7a2e\u3067\u5f37\u307f\u3068\u3057\u3066\u6d3b\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001AI\u8cc7\u683c\u3092\u6d3b\u304b\u305b\u308b\u4ee3\u8868\u7684\u306a\u8077\u7a2e\u30923\u3064\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kaishi.ac.jp\/info-d\/column\/column-list\/ai-enabled-jobs\/\"><strong>AI\u3092\u6d3b\u7528\u3057\u305f\u8077\u7a2e\u306f\uff1fAI\u95a2\u9023\u306e\u8077\u7a2e\u3082\u542b\u3081\u89e3\u8aac<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u2460<strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/strong><\/h3>\n\n\n\n<p class=\"has-white-background-color has-background\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u4fa1\u5024\u3042\u308b\u60c5\u5831\u3092\u898b\u3064\u3051\u51fa\u3057\u3001\u53ce\u96c6\u30fb\u5206\u6790\u30fb\u53ef\u8996\u5316\u30fb\u6574\u7406\u3057\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u8ab2\u984c\u89e3\u6c7a\u3084\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3068\u3057\u3066\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3001\u58f2\u4e0a\u3084\u9867\u5ba2\u30c7\u30fc\u30bf\u306a\u3069\u3092\u5206\u6790\u3057\u3001\u73fe\u72b6\u3084\u8ab2\u984c\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u6574\u7406\u3057\u305f\u3046\u3048\u3067\u3001\u30b0\u30e9\u30d5\u3084\u30ec\u30dd\u30fc\u30c8\u306b\u307e\u3068\u3081\u3001\u6539\u5584\u70b9\u3084\u6b21\u306e\u65bd\u7b56\u3092\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u3001\u4e16\u306e\u4e2d\u306b\u3042\u3075\u308c\u308b\u30c7\u30fc\u30bf\u306b\u300c\u65b0\u305f\u306a\u610f\u5473\u300d\u3084\u300c\u4fa1\u5024\u300d\u3092\u4e0e\u3048\u3001\u8ab2\u984c\u89e3\u6c7a\u3078\u3068\u5c0e\u304f\u5c02\u9580\u5bb6\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u73fe\u5728\u306e\u72b6\u6cc1\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u5c02\u9580\u5bb6\u3067\u3042\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u2461<strong>AI\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong><\/h3>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u4f7f\u3063\u3066\u300c\u81ea\u5206\u3067\u8003\u3048\u3001\u5224\u65ad\u3057\u3001\u884c\u52d5\u3067\u304d\u308b\u4ed5\u7d44\u307f\u300d\u3092\u4f5c\u308b\u4ed5\u4e8b\u3067\u3059\u3002AI\u306f\u533b\u7642\u3001\u798f\u7949\u3001\u7523\u696d\u306a\u3069\u5e45\u5e83\u3044\u5206\u91ce\u3067\u6d3b\u7528\u304c\u9032\u307f\u3001\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306b\u3082\u6df1\u304f\u95a2\u308f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30b9\u30de\u30db\u306e\u5199\u771f\u6574\u7406\u3084\u5730\u56f3\u30a2\u30d7\u30ea\u3001\u5bb6\u96fb\u306e\u81ea\u52d5\u8abf\u6574\u306a\u3069\u3001\u8eab\u8fd1\u306a\u5834\u9762\u3067\u3082AI\u306f\u591a\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u3001AI\u304c\u5b89\u5168\u3067\u4fbf\u5229\u306b\u52d5\u304f\u3088\u3046\u3001\u30c7\u30fc\u30bf\u3092\u6574\u3048\u305f\u308a\u4ed5\u7d44\u307f\u3092\u6539\u5584\u3057\u305f\u308a\u3057\u3066\u652f\u3048\u308b\u306e\u304cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u2462<strong>AI\u30d7\u30e9\u30f3\u30ca\u30fc<\/strong><\/h3>\n\n\n\n<p>AI\u30d7\u30e9\u30f3\u30ca\u30fc\u3068\u306f\u3001\u4f01\u696d\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001AI\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3059\u308b\u304b\u3092\u8003\u3048\u3001\u5c0e\u5165\u304b\u3089\u904b\u7528\u307e\u3067\u3092\u652f\u3048\u308b\u4ed5\u4e8b\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u306e\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3001\u8ab2\u984c\u306b\u5bfe\u3057\u3066AI\u304c\u6709\u52b9\u304b\u3092\u898b\u6975\u3081\u3001\u6700\u9069\u306a\u6d3b\u7528\u65b9\u6cd5\u3092\u4f01\u753b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9593\u306b\u7acb\u3061\u3001\u4e21\u8005\u306e\u8981\u671b\u3084\u610f\u898b\u3092\u6574\u7406\u3057\u306a\u304c\u3089\u3001\u958b\u767a\u304c\u5186\u6ed1\u306b\u9032\u3080\u3088\u3046\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u306a\u3069\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u8a08\u753b\u901a\u308a\u306b\u9032\u884c\u3059\u308b\u3088\u3046\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002AI\u30d7\u30e9\u30f3\u30ca\u30fc\u306f\u3001\u4f01\u696d\u306e\u6210\u9577\u3084\u7af6\u4e89\u529b\u306e\u5411\u4e0a\u306b\u8ca2\u732e\u3067\u304d\u308b\u4ed5\u4e8b\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u304a\u3059\u3059\u3081\u306eAI\u8cc7\u683c\u4e00\u89a7<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"650\" src=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/05\/AdobeStock_1092196688-1024x650.jpeg\" alt=\"\" class=\"wp-image-3391\"\/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>AI\u8cc7\u683c\u3068\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u5b66\u3073\u3001\u305d\u306e\u7406\u89e3\u5ea6\u3084\u6d3b\u7528\u529b\u3092\u8a3c\u660e\u3067\u304d\u308b\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u57fa\u790e\u304b\u3089\u5b9f\u52d9\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u76ee\u7684\u3084\u30ec\u30d9\u30eb\u306b\u5408\u308f\u305b\u3066\u9078\u3079\u308b\u70b9\u304c\u652f\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001\u304a\u3059\u3059\u3081\u306eAI\u8cc7\u683c\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>G\u691c\u5b9a<\/strong><\/h3>\n\n\n\n<p>G\u691c\u5b9a\u306f\u3001AI\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u95a2\u3059\u308b\u57fa\u790e\u77e5\u8b58\u3092\u6301\u3061\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u793e\u4f1a\u3067\u9069\u5207\u306b\u6d3b\u7528\u3067\u304d\u308b\u529b\u3092\u6e2c\u308b\u8a66\u9a13\u3067\u3059\u3002 <\/p>\n\n\n\n<p>\u9ad8\u5ea6\u306a\u6280\u8853\u30b9\u30ad\u30eb\u3067\u306f\u306a\u304f\u3001AI\u306e\u4ed5\u7d44\u307f\u3084\u6d3b\u7528\u4e8b\u4f8b\u3001\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9\u3001\u502b\u7406\u30fb\u6cd5\u5f8b\u306a\u3069\u306e\u7406\u89e3\u304c\u91cd\u8996\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a66\u9a13\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u5b9f\u65bd\u3055\u308c\u3001\u53d7\u9a13\u8cc7\u683c\u306f\u306a\u304f\u3001\u5b66\u751f\u304b\u3089\u793e\u4f1a\u4eba\u307e\u3067\u5e45\u5e83\u3044\u5c64\u304c\u5bfe\u8c61\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u3092\u300c\u4f7f\u3046\u5074\u300d\u3068\u3057\u3066\u5fc5\u8981\u306a\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u308b\u3053\u3068\u3092\u8a3c\u660e\u3067\u304d\u308b\u8cc7\u683c\u3068\u3057\u3066\u3001\u591a\u304f\u306e\u5206\u91ce\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u8b1b\u6599\uff1a13,200\u5186<\/p>\n\n\n\n<p>\u5408\u683c\u7387\uff1a78.40\uff05\u300c<strong>2025\u5e74 \u7b2c4\u56de G\u691c\u5b9a\u300d<\/strong><\/p>\n\n\n\n<p><strong>\u5f15\u7528\uff1a\u300c<\/strong><a href=\"https:\/\/www.jdla.org\/news\/20250722001\/\"><strong>2025<\/strong><strong>\u5e74<\/strong><strong> <\/strong><strong>\u7b2c4<\/strong><strong>\u56de G<\/strong><strong>\u691c\u5b9a\uff08\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8\u691c\u5b9a\uff09<\/strong><\/a><strong>\u300d<\/strong><\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a<a href=\"https:\/\/www.jdla.org\/certificate\/general\/start\/\">G\u691c\u5b9a\u306b\u3064\u3044\u3066(\u8a66\u9a13\u6982\u8981\u30fb\u5b66\u7fd2\u65b9\u6cd5\u30fb\u8a66\u9a13\u5bfe\u7b56\u30fb\u5408\u683c\u8005\u4f53\u9a13\u8ac7) &#8211; \u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u65e5\u672c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5354\u4f1a\u3010\u516c\u5f0f\u3011<\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>E\u8cc7\u683c<\/strong><\/h3>\n\n\n\n<p>E\u8cc7\u683c\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u4e2d\u5fc3\u3068\u3057\u305fAI\u6280\u8853\u3092\u5b9f\u969b\u306b\u958b\u767a\u30fb\u5b9f\u88c5\u3067\u304d\u308b\u30ec\u30d9\u30eb\u306e\u77e5\u8b58\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u8a3c\u660e\u3059\u308b\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u306e\u6d3b\u7528\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305fG\u691c\u5b9a\u306b\u5bfe\u3057\u3066\u3001E\u8cc7\u683c\u306fAI\u3092\u958b\u767a\u3059\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306e\u8a66\u9a13\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a66\u9a13\u3067\u306f\u3001\u6570\u5b66\u3084\u7d71\u8a08\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4ed5\u7d44\u307f\u3084\u8003\u3048\u65b9\u307e\u3067\u5e45\u5e83\u304f\u51fa\u984c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u3059\u308b\u306b\u306f\u3001JDLA\u304c\u8a8d\u5b9a\u3059\u308b\u8b1b\u5ea7\u3092\u4e8b\u524d\u306b\u4fee\u4e86\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u5c02\u9580\u77e5\u8b58\u3084\u6280\u8853\u529b\u3092\u793a\u305b\u308b\u8cc7\u683c\u3068\u3057\u3066\u3001\u5b9f\u969b\u306e\u4ed5\u4e8b\u306b\u6d3b\u304b\u3057\u3084\u3059\u3044\u8cc7\u683c\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a33,000\u5186<\/p>\n\n\n\n<p>\u5408\u683c\u7387\uff1a68.26\uff05\u300c2025\u5e74\u7b2c1\u56deE\u8cc7\u683c\u300d<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u300c<a href=\"https:\/\/www.jdla.org\/certificate\/engineer\/\">\u4e00\u822c\u8ca1\u56e3\u6cd5\u4eba \u65e5\u672c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5354\u4f1a<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>DS\u691c\u5b9a<\/strong><\/h3>\n\n\n\n<p>DS\u691c\u5b9a\uff08\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\uff09\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3057\u3066\u5fc5\u8981\u306a\u57fa\u790e\u77e5\u8b58\u3084\u5b9f\u52d9\u306b\u6d3b\u304b\u305b\u308b\u8003\u3048\u65b9\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u308b\u3053\u3068\u3092\u8a3c\u660e\u3067\u304d\u308b\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306f\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u5b9f\u884c\u30fb\u652f\u63f4\u3059\u308b\u4eba\u6750\u3092\u6307\u3057\u3001\u7d71\u8a08\u3084\u5206\u6790\u624b\u6cd5\u3092\u6271\u3046\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u529b\u3001\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u529b\u3001\u5206\u6790\u7d50\u679c\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u6d3b\u304b\u3059\u30d3\u30b8\u30cd\u30b9\u529b\u306e3\u3064\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a66\u9a13\u3067\u306f\u3001\u7d71\u8a08\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3001AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u306b\u52a0\u3048\u3001\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u3084\u502b\u7406\u30fb\u6cd5\u52d9\u307e\u3067\u5e45\u5e83\u304f\u51fa\u984c\u3055\u308c\u3001\u5206\u6790\u7d50\u679c\u3092\u610f\u601d\u6c7a\u5b9a\u306b\u3064\u306a\u3052\u308b\u8996\u70b9\u304c\u91cd\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u57fa\u790e\u529b\u3092\u793a\u305b\u308b\u8cc7\u683c\u3068\u3057\u3066\u3001\u5e45\u5e83\u3044\u8077\u7a2e\u304b\u3089\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a11,000\u5186<\/p>\n\n\n\n<p>\u5408\u683c\u7387\uff1a\u7d0444\uff05\uff082025\u5e746\u6708\u5b9f\u65bd\uff09<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u300c<a href=\"https:\/\/www.datascientist.or.jp\/dscertification\/what\/\">\u4e00\u822c\u793e\u56e3\u6cd5\u4eba \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u751f\u6210AI\u30d1\u30b9\u30dd\u30fc\u30c8\u8a66\u9a13<\/strong><\/h3>\n\n\n\n<p>\u751f\u6210AI\u30d1\u30b9\u30dd\u30fc\u30c8\u8a66\u9a13\u306f\u751f\u6210AI\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u3001\u5b89\u5168\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u57fa\u790e\u77e5\u8b58\u3092\u8a3c\u660e\u3067\u304d\u308b\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u751f\u6210AI\u306e\u4ed5\u7d44\u307f\u3084\u7279\u5fb4\u3001\u3067\u304d\u308b\u3053\u3068\u30fb\u3067\u304d\u306a\u3044\u3053\u3068\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u304c\u7f6e\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a66\u9a13\u3067\u306f\u3001\u751f\u6210AI\u306e\u57fa\u672c\u6982\u5ff5\u3084\u6d3b\u7528\u4e8b\u4f8b\u306b\u52a0\u3048\u3001\u8457\u4f5c\u6a29\u3084\u500b\u4eba\u60c5\u5831\u3001\u60c5\u5831\u6f0f\u3048\u3044\u306a\u3069\u306e\u30ea\u30b9\u30af\u306a\u3069\u306b\u3064\u3044\u3066\u3082\u51fa\u984c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001\u5358\u306a\u308b\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9\u3067\u5b89\u5fc3\u3057\u3066\u751f\u6210AI\u3092\u4f7f\u3046\u305f\u3081\u306e\u5224\u65ad\u529b\u304c\u8eab\u306b\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u9650\u3089\u305a\u3001\u55b6\u696d\u3084\u4f01\u753b\u3001\u4e8b\u52d9\u8077\u306a\u3069\u3001\u751f\u6210AI\u3092\u4ed5\u4e8b\u306b\u53d6\u308a\u5165\u308c\u305f\u3044\u3059\u3079\u3066\u306e\u4eba\u306b\u5411\u3044\u3066\u3044\u308b\u3001\u5165\u9580\u30ec\u30d9\u30eb\u306e\u8cc7\u683c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a11,000\u5186<\/p>\n\n\n\n<p>\u5408\u683c\u7387\uff1a\u7d0444\uff05\uff082025\u5e746\u6708\u5b9f\u65bd\uff09<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u300c<a href=\"https:\/\/guga.or.jp\/outline\/\">\u4e00\u822c\u793e\u56e3\u6cd5\u4eba \u751f\u6210AI\u6d3b\u7528\u666e\u53ca\u5354\u4f1a<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7d71\u8a08\u691c\u5b9a<\/strong><\/h3>\n\n\n\n<p>\u7d71\u8a08\u691c\u5b9a\u306f\u3001\u7d71\u8a08\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3084\u6d3b\u7528\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3001\u65e5\u672c\u7d71\u8a08\u5b66\u4f1a\u304c\u516c\u5f0f\u306b\u8a8d\u5b9a\u3057\u305f\u5168\u56fd\u7d71\u4e00\u8a66\u9a13\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u57fa\u790e\u7684\u306a\u7528\u8a9e\u306e\u7406\u89e3\u304b\u3089\u3001\u7d71\u8a08\u306e\u7406\u8ad6\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u8003\u3048\u65b9\u307e\u3067\u3001\u5b9f\u793e\u4f1a\u3067\u5f79\u7acb\u3064\u7d71\u8a08\u306e\u77e5\u8b58\u3068\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u89e3\u304f\u529b\u304c\u8eab\u306b\u3064\u3044\u3066\u3044\u308b\u304b\u3092\u6e2c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ec\u30d9\u30eb\u5225\u306b\u7d1a\u304c\u5206\u304b\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3001\u81ea\u8eab\u306e\u7406\u89e3\u5ea6\u306b\u5408\u308f\u305b\u3066\u6bb5\u968e\u7684\u306b\u6311\u6226\u3067\u304d\u308b\u70b9\u304c\u7279\u9577\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8cc7\u683c\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u8cc7\u6599\u4f5c\u6210\u3084\u610f\u601d\u6c7a\u5b9a\u306e\u5834\u9762\u3067\u3082\u5f79\u7acb\u3061\u3001\u5e45\u5e83\u3044\u5206\u91ce\u3067\u6d3b\u7528\u3067\u304d\u308b\u57fa\u790e\u529b\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084AI\u6d3b\u7528\u306e\u571f\u53f0\u3068\u306a\u308b\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a5,000\u5186\uff5e7,000\u5186\uff08\u7d1a\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\uff09<\/p>\n\n\n\n<p>\u5408\u683c\u7387\uff1a4\u7d1a 78.6\uff05\u30013\u7d1a 56.5\uff05\u30012\u7d1a 48.1\uff05\u3001\u6e961\u7d1a 35.5\uff05<\/p>\n\n\n\n<p>(2024\u5e74\uff09<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u300c<a href=\"https:\/\/www.toukei-kentei.jp\/grade\">\u7d71\u8a08\u691c\u5b9a<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Python3\u30a8\u30f3\u30b8\u30cb\u30a2\u8a8d\u5b9a\u57fa\u790e\u8a66\u9a13<\/strong><\/h3>\n\n\n\n<p>Python3\u30a8\u30f3\u30b8\u30cb\u30a2\u8a8d\u5b9a\u57fa\u790e\u8a66\u9a13\u306f\u3001Python\u306e\u57fa\u672c\u6587\u6cd5\u3084\u57fa\u790e\u77e5\u8b58\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u8a3c\u660e\u3067\u304d\u308b\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>Python\u306f\u3001\u4e16\u754c\u4e2d\u3067\u5e45\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3001\u521d\u5fc3\u8005\u306b\u3082\u5b66\u3073\u3084\u3059\u3044\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\u8a66\u9a13\u3067\u306f\u3001\u5909\u6570\u3084\u30c7\u30fc\u30bf\u578b\u3001\u6761\u4ef6\u5206\u5c90\u3001\u7e70\u308a\u8fd4\u3057\u51e6\u7406\u3001\u95a2\u6570\u306a\u3069\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u571f\u53f0\u3068\u306a\u308b\u5185\u5bb9\u304c\u51fa\u984c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u672a\u7d4c\u9a13\u8005\u3084\u5b66\u7fd2\u521d\u671f\u306e\u4eba\u3067\u3082\u6311\u6226\u3057\u3084\u3059\u304f\u3001Python\u3092\u6b63\u3057\u304f\u8aad\u307f\u66f8\u304d\u3067\u304d\u308b\u529b\u304c\u8eab\u306b\u3064\u3044\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u57fa\u790e\u8a66\u9a13\u3067\u571f\u53f0\u3092\u56fa\u3081\u305f\u5f8c\u306f\u3001NumPy\u3084pandas\u3092\u6271\u3046Python3\u30a8\u30f3\u30b8\u30cb\u30a2\u8a8d\u5b9a\u30c7\u30fc\u30bf\u5206\u6790\u8a66\u9a13\u306b\u9032\u3080\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084AI\u5206\u91ce\u3067\u5f79\u7acb\u3064\u5b9f\u8df5\u7684\u306a\u30b9\u30ad\u30eb\u7fd2\u5f97\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a10,000\u5186<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u300c<a href=\"https:\/\/lpm.pyq.jp\/qualify\/?utm_source=&amp;utm_medium=cpc&amp;utm_campaign=btoc_qualify&amp;msclkid=b80a51d215e317bb08723896a5770662\">Python3\u30a8\u30f3\u30b8\u30cb\u30a2\u8a8d\u5b9a\u57fa\u790e\u8a66\u9a13<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI-900\u3000<\/strong><\/h3>\n\n\n\n<p>AI-900\uff08Microsoft Azure AI Fundamentals\uff09\u306fMicrosoft Azure\u306e\u8a8d\u5b9a\u8a66\u9a13\u3067\u3059\u3002Microsoft\u304c\u516c\u5f0f\u306b\u5b9f\u65bd\u3059\u308bAzure\u306e\u8a8d\u5b9a\u8a66\u9a13\u3067\u3001AI\u304a\u3088\u3073\u6a5f\u68b0\u5b66\u7fd2\u306b\u95a2\u3059\u308b\u57fa\u790e\u7684\u306a\u77e5\u8b58\u3068\u7406\u89e3\u3092\u8a3c\u660e\u3059\u308b\u5165\u9580\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u306e\u57fa\u672c\u6982\u5ff5\u3092\u306f\u3058\u3081\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u8003\u3048\u65b9\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u751f\u6210AI\u3068\u3044\u3063\u305f\u4ee3\u8868\u7684\u306aAI\u6280\u8853\u306e\u6982\u8981\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3042\u308f\u305b\u3066\u3001\u3053\u308c\u3089\u306e\u6280\u8853\u3092Azure\u306eAI\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3059\u308b\u304b\u3082\u51fa\u984c\u7bc4\u56f2\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u306f\u5fc5\u9808\u3067\u306f\u306a\u304f\u3001\u5b66\u751f\u3084\u793e\u4f1a\u4eba\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u3067\u3082\u6311\u6226\u3057\u3084\u3059\u3044\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u5206\u91ce\u306b\u521d\u3081\u3066\u89e6\u308c\u308b\u65b9\u3067\u3082\u7121\u7406\u306a\u304f\u5b66\u3079\u308b\u5185\u5bb9\u3067\u3001\u57fa\u790e\u304b\u3089\u7406\u89e3\u3092\u6df1\u3081\u308b\u305f\u3081\u306e\u5165\u308a\u53e3\u3068\u3057\u3066\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a12,980\u5186<\/p>\n\n\n\n<p>\u96e3\u6613\u5ea6\uff1aMicrosoft\u8a8d\u5b9a\u8a66\u9a13\u5185\u3067\u306e\u5206\u985e\u306f\u300c\u521d\u7d1a\u300d\u306b\u8a72\u5f53\u3057\u307e\u3059<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u300c<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/credentials\/certifications\/resources\/study-guides\/ai-900\">\u8a66\u9a13 AI-900: Microsoft Azure AI \u306e\u57fa\u790e\u306e\u5b66\u7fd2\u30ac\u30a4\u30c9<\/a>\u300d<strong><\/strong><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI-102<\/strong><\/h3>\n\n\n\n<p>AI-102\uff08Designing and Implementing a Microsoft Azure AI Solution\uff09\u3082Microsoft Azure\u306e\u8a8d\u5b9a\u8a66\u9a13\u3067\u3059\u3002AI-900\u3067\u57fa\u790e\u3092\u5b66\u3093\u3060\u3046\u3048\u3067\u3001\u5b9f\u52d9\u306b\u6d3b\u304b\u305b\u308b\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u305f\u3081\u306e\u4e2d\u7d1a\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>Azure AI Service\u3084Azure OpenAI Service\u3092\u6d3b\u7528\u3057\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u751f\u6210AI\u306a\u3069\u306eAI\u6280\u8853\u3092\u7528\u3044\u305f\u30b7\u30b9\u30c6\u30e0\u3092\u8a08\u753b\u30fb\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u80fd\u529b\u304c\u554f\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3057\u305f\u904b\u7528\u3084\u76e3\u8996\u306e\u65b9\u6cd5\u306a\u3069\u306b\u3064\u3044\u3066\u306e\u7406\u89e3\u3082\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002AI-900\u304c\u300c\u57fa\u790e\u7406\u89e3\u3092\u76ee\u7684\u300d\u3068\u3057\u305f\u8cc7\u683c\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001AI-102\u306f\u300c\u5b9f\u969b\u306bAI\u3092\u4f7f\u3044\u3053\u306a\u3059\u30b9\u30ad\u30eb\u300d\u3092\u8a3c\u660e\u3067\u304d\u308b\u8cc7\u683c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI-102\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u5b9f\u52d9\u3067AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u80fd\u529b\u3092\u3057\u3063\u304b\u308a\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u3001\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u3084\u30ad\u30e3\u30ea\u30a2\u5f62\u6210\u306e\u76ee\u6a19\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308b\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a20,300\u5186<\/p>\n\n\n\n<p>\u96e3\u6613\u5ea6\uff1aMicrosoft\u8a8d\u5b9a\u8a66\u9a13\u5185\u3067\u306e\u5206\u985e\u306f\u300c\u4e2d\u7d1a\u300d\u306b\u8a72\u5f53\u3057\u307e\u3059<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u300c<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/credentials\/certifications\/resources\/study-guides\/ai-102\">\u8a66\u9a13 AI-102: Microsoft Azure AI \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u8a2d\u8a08\u3068\u5b9f\u88c5\u306b\u95a2\u3059\u308b\u5b66\u7fd2\u30ac\u30a4\u30c9<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Google \u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u8005\u8a66\u9a13<\/strong><\/h3>\n\n\n\n<p>Google \u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u8005\u8a66\u9a13\uff08Google Professional Machine Learning Engineer\uff09\u306f\u3001Google Cloud\u304c\u63d0\u4f9b\u3059\u308b\u8a8d\u5b9a\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8cc7\u683c\u306f\u3001Google cloud\u306e\u6280\u8853\u3092\u4f7f\u3063\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3001\u8a55\u4fa1\u3001\u5c0e\u5165\u3001\u305d\u3057\u3066\u904b\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u8a3c\u660e\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3084\u7279\u5fb4\u91cf\u4f5c\u6210\u3001\u30e2\u30c7\u30eb\u9078\u5b9a\u30fb\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u306a\u3069\u306e\u4f5c\u696d\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001Google Cloud\u306eAI\u30fbML\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3057\u3066\u3001\u5b89\u5168\u3067\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308b\u80fd\u529b\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u57fa\u790e\u7684\u306a\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u52d9\u3067\u5fdc\u7528\u3067\u304d\u308b\u30b9\u30ad\u30eb\u3092\u793a\u305b\u308b\u8cc7\u683c\u3067\u3042\u308a\u3001AI\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5206\u91ce\u306b\u6311\u6226\u3057\u305f\u3044\u65b9\u304c\u5b66\u7fd2\u3092\u9032\u3081\u3001\u30b9\u30ad\u30eb\u3092\u9ad8\u3081\u306a\u304c\u3089\u5b9f\u52d9\u306b\u6d3b\u304b\u3059\u3046\u3048\u3067\u975e\u5e38\u306b\u5f79\u7acb\u3064\u8cc7\u683c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u53d7\u9a13\u6599\uff1a&nbsp;$200\uff08\u7a0e\u5225\uff09<\/p>\n\n\n\n<p>\u96e3\u6613\u5ea6\uff1aGoogle Cloud\u8a8d\u5b9a\u8cc7\u683c\u306e\u4e2d\u3067\u3082\u6700\u96e3\u95a2\u30af\u30e9\u30b9<\/p>\n\n\n\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a<a href=\"https:\/\/cloud.google.com\/learn\/certification\/machine-learning-engineer?hl=ja\">\u300cProfessional Machine Learning Engineer<\/a>\u300d<\/p>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI\u8cc7\u683c\u306e\u52c9\u5f37\u65b9\u6cd5\u3092\u7d39\u4ecb\uff01<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"770\" src=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2024\/12\/22219189_m-1024x770.jpg\" alt=\"\" class=\"wp-image-2057\"\/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" 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href=\"https:\/\/www.school-go.info\/b9mqib\/infod\/form.php?fno=729&amp;fsno=1&amp;openExternalBrowser=1\"><strong>\u8cc7\u6599\u306e\u3054\u8acb\u6c42\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI\u306e\u8cc7\u683c\u306b\u3064\u3044\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/kaishi.ac.jp\/info-d\/cms\/wp-content\/uploads\/2025\/03\/AdobeStock_119922096-1024x683.jpeg\" alt=\"\" class=\"wp-image-2947\"\/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 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