{"id":5117,"date":"2025-09-10T13:37:25","date_gmt":"2025-09-10T13:37:25","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=5117"},"modified":"2025-09-10T13:37:25","modified_gmt":"2025-09-10T13:37:25","slug":"google-cloud-%e8%aa%8d%e5%ae%9a%e8%b3%87%e6%a0%bc%e3%81%ae%e5%90%88%e6%a0%bc%e7%8e%87%e3%82%9210%e4%b8%8a%e3%81%92%e3%82%8b%e3%81%8b%e3%82%82%e3%81%97%e3%82%8c%e3%81%aa%e3%81%84-gemini-apps-%e3%81%ae","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/5117\/","title":{"rendered":"Google Cloud \u8a8d\u5b9a\u8cc7\u683c\u306e\u5408\u683c\u7387\u309210%\u4e0a\u3052\u308b\u304b\u3082\u3057\u308c\u306a\u3044 Gemini Apps \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u8a66\u3057\u3066\u307f\u305f"},"content":{"rendered":"\n<\/p>\n<div>\n<p data-line=\"0\" class=\"code-line\">\u3053\u3093\u306b\u3061\u306f\u3002\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e \u7b2c\u4e00\u958b\u767a\u90e8\u306e\u963f\u90e8\u3067\u3059\u3002<br \/>\u672c\u65e5\u306f Gemini App \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u3001Google Cloud \u8a8d\u5b9a\u8cc7\u683c\u306e\u5b66\u7fd2\u3092\u3057\u3066\u307f\u305f\u4f53\u9a13\u8ac7\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB\" data-line=\"3\" class=\"code-line\">\n \u306f\u3058\u3081\u306b<\/h2>\n<p data-line=\"5\" class=\"code-line\">\u306f\u3058\u3081\u306b\u3001\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u524d\u63d0\u3068\u306a\u308b\u60c5\u5831\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"google-cloud-%E8%AA%8D%E5%AE%9A%E8%B3%87%E6%A0%BC%E3%81%A8%E3%81%AF\" data-line=\"7\" class=\"code-line\">\n Google Cloud \u8a8d\u5b9a\u8cc7\u683c\u3068\u306f<\/h3>\n<p data-line=\"9\" class=\"code-line\">Google Cloud \u8a8d\u5b9a\u8cc7\u683c\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001Google Cloud \u306b\u95a2\u3059\u308b\u500b\u4eba\u306e\u77e5\u8b58\u3068\u30b9\u30ad\u30eb\u3092\u8a3c\u660e\u3059\u308b\u305f\u3081\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002<br \/>\u8a8d\u5b9a\u306e\u8a3c\u660e\u3068\u3057\u3066\u3001<a target=\"_blank\" href=\"https:\/\/www.credly.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Credly<\/a> \u3067\u30b9\u30ad\u30eb\u30d0\u30c3\u30b8\u3092\u53d6\u5f97\u3067\u304d\u3001LinkedIn \u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u7b49\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\u307e\u305f\u3001<a target=\"_blank\" href=\"https:\/\/www.credly.com\/organizations\/google-cloud\/directory\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google Cloud \u30b9\u30ad\u30eb\u30c7\u30a3\u30ec\u30af\u30c8\u30ea<\/a>\u306b\u63b2\u8f09\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u81ea\u8eab\u306e\u30b9\u30ad\u30eb\u3092\u30a2\u30d4\u30fc\u30eb\u3057\u3001\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u306b\u7e4b\u304c\u308b\u6a5f\u4f1a\u3092\u5897\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"google-cloud-partner-all-certification-holders-%E3%81%A8%E3%81%AF\" data-line=\"13\" class=\"code-line\">\n Google Cloud Partner All Certification Holders \u3068\u306f<\/h3>\n<p data-line=\"15\" class=\"code-line\">\u30d1\u30fc\u30c8\u30ca\u30fc\u4f01\u696d\u6240\u5c5e\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u9650\u5b9a\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u4eca\u5e74\u5ea6\u304b\u3089 <a target=\"_blank\" href=\"https:\/\/cloud.google.com\/blog\/ja\/topics\/partners\/google-cloud-partner-all-certification-holders\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google Cloud Partner All Certification Holders<\/a> \u3068\u3044\u3046\u5236\u5ea6\u304c\u59cb\u307e\u308a\u307e\u3057\u305f\u3002(\u4ee5\u964d\u3001All Certification Holders \u3068\u8868\u8a18)<br \/>\u3053\u308c\u306f\u3001\u5fdc\u52df\u304b\u3089\u767a\u8868\u307e\u3067\u306e\u671f\u9593\u306b\u304a\u3044\u3066\u3001Google Cloud \u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u4f01\u696d\u306b\u6240\u5c5e\u3057\u3066\u3044\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3001\u5fdc\u52df\u958b\u59cb\u6642\u306b\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u5168\u3066\u306e Google Cloud \u8a66\u9a13\u3092\u6709\u52b9\u306a\u72b6\u614b\u3067\u4fdd\u6301\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u6761\u4ef6\u3068\u306a\u308b\u5236\u5ea6\u3067\u3059\u3002<\/p>\n<p data-line=\"18\" class=\"code-line\">All Certification Holders 2025 \u306e\u6761\u4ef6\u3068\u306a\u308b Google Cloud \u8a8d\u5b9a\u8cc7\u683c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul data-line=\"20\" class=\"code-line\">\n<li data-line=\"20\" class=\"code-line\">Cloud Digital Leader Certification (CDL)<\/li>\n<li data-line=\"21\" class=\"code-line\">Generative AI Leader Certification (GAIL)<\/li>\n<li data-line=\"22\" class=\"code-line\">Associate Cloud Engineer Certification (ACE)<\/li>\n<li data-line=\"23\" class=\"code-line\">Associate Data Practitioner Certification (ADP)<\/li>\n<li data-line=\"24\" class=\"code-line\">Associate Google Workspace Administrator (AGWA)<\/li>\n<li data-line=\"25\" class=\"code-line\">Professional Cloud Architect Certification (PCA)<\/li>\n<li data-line=\"26\" class=\"code-line\">Professional Cloud Developer Certification (PCD)<\/li>\n<li data-line=\"27\" class=\"code-line\">Professional Data Engineer Certification (PDE)<\/li>\n<li data-line=\"28\" class=\"code-line\">Professional Cloud Security Engineer Certification (PCSE)<\/li>\n<li data-line=\"29\" class=\"code-line\">Professional Cloud Network Engineer Certification (PCNE)<\/li>\n<li data-line=\"30\" class=\"code-line\">Professional Cloud DevOps Engineer Certification (PCDE)<\/li>\n<li data-line=\"31\" class=\"code-line\">Professional Cloud Database Engineer Certification (PCDBE)<\/li>\n<li data-line=\"32\" class=\"code-line\">Professional Machine Learning Engineer (PMLE)<\/li>\n<\/ul>\n<p data-line=\"34\" class=\"code-line\">\u3053\u306e\u5236\u5ea6\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a target=\"_blank\" href=\"https:\/\/cloud.google.com\/blog\/ja\/topics\/partners\/google-cloud-partner-all-certification-holders\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">All Certification Holders 2025 \u306e\u516c\u5f0f\u30d6\u30ed\u30b0\u8a18\u4e8b<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"gemini-app-%E3%81%A8%E3%81%AF\" data-line=\"36\" class=\"code-line\">\n Gemini App \u3068\u306f<\/h3>\n<p data-line=\"38\" class=\"code-line\"><a target=\"_blank\" href=\"https:\/\/support.google.com\/gemini\/answer\/13575153\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Gemini App<\/a> \u306f\u3001Google Cloud \u304c\u63d0\u4f9b\u3059\u308b Gemini \u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30d9\u30fc\u30b9 AI \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<br \/>\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f Gemini App \u306e\u4ed6\u3001 Gemini Apps\u3001Gemini app\u3001Gemini \u30a2\u30d7\u30ea\u3001\u307e\u305f\u306f Gemini \u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3068\u69d8\u3005\u306b\u8868\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f Gemini App \u3067\u7d71\u4e00\u3057\u307e\u3059\u3002<br \/><a target=\"_blank\" href=\"https:\/\/gemini.google.com\/app\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">gemini.google.com<\/a> \u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3067\u3001 Gemini \u306b\u3088\u308b\u69d8\u3005\u306a\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"%E3%82%AC%E3%82%A4%E3%83%89%E4%BB%98%E3%81%8D%E5%AD%A6%E7%BF%92%E3%81%A8%E3%81%AF\" data-line=\"42\" class=\"code-line\">\n \u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3068\u306f<\/h3>\n<p data-line=\"44\" class=\"code-line\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2(\u82f1\u8a9e\u3067\u306f Guided Learning)\u306f\u3001Gemini App \u306e\u6a5f\u80fd\u306e\u4e00\u3064\u3067\u3001\u7279\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u306b\u95a2\u3059\u308b\u5b66\u7fd2\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30ac\u30a4\u30c9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br \/>\u3053\u306e\u6a5f\u80fd\u306f Gemini for Education \u3001Gemini AI Pro \u306e\u30e6\u30fc\u30b6\u30fc\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<br \/>\u307e\u305f\u3001 Google Workspace Business \u306e\u30e6\u30fc\u30b6\u30fc\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002 (<a target=\"_blank\" href=\"https:\/\/workspaceupdates.googleblog.com\/2025\/08\/gemini-study-tools.html\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">\u53c2\u8003\u30ea\u30f3\u30af<\/a>)<br \/>\u5b66\u7fd2\u652f\u63f4\u306e\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul data-line=\"49\" class=\"code-line\">\n<li data-line=\"49\" class=\"code-line\">\u5b66\u7fd2\u30ac\u30a4\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u5bfe\u8a71\u5f0f\u306e\u5f62\u5f0f\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u3068 Gemini \u306e Q&amp;A \u65b9\u5f0f\u3067\u3001\u5b66\u7fd2\u4f53\u9a13\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002<\/li>\n<li data-line=\"50\" class=\"code-line\">4 \u629e\u306e\u30af\u30a4\u30ba\u5f62\u5f0f\u3067\u6a21\u64ec\u8a66\u9a13\u3092\u4f5c\u6210\u3067\u304d\u3001\u5b66\u7fd2\u5185\u5bb9\u306e\u7406\u89e3\u5ea6\u3084\u82e6\u624b\u5206\u91ce\u306e\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<li data-line=\"51\" class=\"code-line\">\u30d5\u30e9\u30c3\u30b7\u30e5\u30ab\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u3001\u91cd\u8981\u306a\u6982\u5ff5\u3084\u7528\u8a9e\u306e\u5fa9\u7fd2\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2 id=\"%E3%82%AC%E3%82%A4%E3%83%89%E4%BB%98%E3%81%8D%E5%AD%A6%E7%BF%92%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B\" data-line=\"53\" class=\"code-line\">\n \u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3059\u308b<\/h2>\n<p data-line=\"55\" class=\"code-line\">\u79c1\u304c\u5b9f\u969b\u306b Gemini App \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f7f\u3063\u3066\u52c9\u5f37\u3057\u305f\u8a66\u9a13\u306f\u4ee5\u4e0b\u306e 2 \u3064\u3067\u3059\u3002<\/p>\n<ul data-line=\"57\" class=\"code-line\">\n<li data-line=\"57\" class=\"code-line\">Generative AI Leader Certification (GAIL)<\/li>\n<li data-line=\"58\" class=\"code-line\">Professional Machine Learning Engineer (PMLE)<\/li>\n<\/ul>\n<p data-line=\"60\" class=\"code-line\">\u305d\u3046\u3001\u4f55\u3092\u96a0\u305d\u3046\u3001\u79c1\u306f\u751f\u6210 AI \u3084\u6a5f\u68b0\u5b66\u7fd2\u306b\u3042\u307e\u308a\u81ea\u4fe1\u304c\u306a\u304f\u3001\u3053\u306e 2 \u3064\u306e\u8a66\u9a13\u306b\u306f\u82e6\u624b\u610f\u8b58\u304c\u3042\u308a\u307e\u3057\u305f\u3002<br \/><a target=\"_blank\" href=\"https:\/\/www.cloudskillsboost.google\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google Cloud Skills Boost<\/a>\u306e\u5b66\u7fd2\u30b3\u30fc\u30b9\u3092\u53d7\u8b1b\u3057\u3066\u307f\u3066\u3082\u3001\u306a\u304b\u306a\u304b\u7406\u89e3\u304c\u9032\u307e\u305a\u3001\u8a66\u9a13\u306b\u5408\u683c\u3067\u304d\u308b\u6c17\u304c\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<p data-line=\"63\" class=\"code-line\">\u305d\u308d\u305d\u308d All Certification Holders 2025 \u306e\u5fdc\u52df\u7de0\u5207\u304c\u8feb\u3063\u3066\u304a\u308a\u3001\u3069\u3046\u3057\u305f\u3082\u306e\u304b\u3068\u60a9\u3093\u3067\u3044\u305f\u3068\u3053\u308d\u3001\u305f\u307e\u305f\u307e Gemini App \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306e\u5b58\u5728\u3092\u77e5\u308a\u3001\u8a66\u3057\u306b\u4f7f\u3063\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<aside class=\"msg message\"><span class=\"msg-symbol\">!<\/span><\/p>\n<div class=\"msg-content\">\n<p data-line=\"66\" class=\"code-line\">Gemini App \u306e\u5fdc\u7b54\u306f\u3001\u5165\u529b\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u3001\u5b9f\u884c\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\u3053\u306e\u8a18\u4e8b\u306b\u8a18\u8f09\u3057\u305f\u5fdc\u7b54\u306f\u3001\u57f7\u7b46\u6642\u70b9\u3067\u78ba\u8a8d\u3057\u305f\u5185\u5bb9\u3067\u3042\u308a\u3001\u3042\u304f\u307e\u3067\u3082\u4e00\u4f8b\u3068\u3057\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n<\/aside>\n<h3 id=\"%E4%BA%8B%E5%89%8D%E6%BA%96%E5%82%99%3A-%E5%AD%A6%E7%BF%92%E3%82%AC%E3%82%A4%E3%83%89%E3%81%AE-pdf-%E3%82%92%E3%83%80%E3%82%A6%E3%83%B3%E3%83%AD%E3%83%BC%E3%83%89%E3%81%99%E3%82%8B\" data-line=\"70\" class=\"code-line\">\n \u4e8b\u524d\u6e96\u5099: \u5b66\u7fd2\u30ac\u30a4\u30c9\u306e PDF \u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<\/h3>\n<p data-line=\"72\" class=\"code-line\">Gemini \u306b\u6b63\u3057\u3044\u8a66\u9a13\u7bc4\u56f2\u3092\u8a8d\u8b58\u3055\u305b\u308b\u305f\u3081\u3001\u4e8b\u524d\u306b\u3001\u5404\u8a66\u9a13\u306e\u5b66\u7fd2\u30ac\u30a4\u30c9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304a\u304d\u307e\u3059\u3002<br \/>\u4e0b\u8a18\u30ea\u30f3\u30af\u5148\u306e\u30da\u30fc\u30b8\u304b\u3089\u300cExam guide\u300d\u306e\u30ea\u30f3\u30af\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001PDF \u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<p data-line=\"78\" class=\"code-line\">\u306a\u304a\u3001\u65e5\u672c\u8a9e\u7248\u306e\u8a66\u9a13\u30ac\u30a4\u30c9\u3067\u3082\u554f\u984c\u306a\u3055\u305d\u3046\u3067\u3057\u305f\u304c\u3001\u5ff5\u306e\u305f\u3081\u3001\u79c1\u306f\u82f1\u8a9e\u7248\u306e\u8a66\u9a13\u30ac\u30a4\u30c9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"gemini-app-%E3%81%A7%E3%82%AC%E3%82%A4%E3%83%89%E4%BB%98%E3%81%8D%E5%AD%A6%E7%BF%92%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B\" data-line=\"80\" class=\"code-line\">\n Gemini App \u3067\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<p data-line=\"82\" class=\"code-line\">\u307e\u305a\u3001<a target=\"_blank\" href=\"https:\/\/gemini.google.com\/app\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Gemini App<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u304c\u4f7f\u3048\u308b Google \u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<br \/>\u6b21\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u30dc\u30c3\u30af\u30b9\u306e\u4e0b\u306b\u3042\u308b\u300c\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>(\u65e5\u672c\u8a9e\u7248\u3067\u306f\u3001\u4e09\u70b9\u30ea\u30fc\u30c0\u30fc(\u30fb\u30fb\u30fb)\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u300c\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u300d\u30dc\u30bf\u30f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002)<\/p>\n<p data-line=\"86\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--0fbRhCGi--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/6579fc712f964fe67fd18b20.png%3Fsha%3D6fd645e3d0ed15ea8d80b1b259b58f6b46cef6e9\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><br \/><em>Gemini App \u306e\u30c6\u30ad\u30b9\u30c8\u30dc\u30c3\u30af\u30b9<\/em><\/p>\n<p data-line=\"89\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u672c\u306e\u30de\u30fc\u30af\u306e\u30a2\u30a4\u30b3\u30f3\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p data-line=\"91\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--yGvvJN3D--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/3ce69abe59e4362c9b5cabca.png%3Fsha%3D2d549ae089ac2494c2eba8a9596d2301d6d39d4f\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><br \/><em>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u304c\u6709\u52b9\u306b\u306a\u3063\u305f Gemini App \u306e\u30c6\u30ad\u30b9\u30c8\u30dc\u30c3\u30af\u30b9<\/em><\/p>\n<p data-line=\"94\" class=\"code-line\">\u307e\u305f\u3001\u672c\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306b\u30c1\u30a7\u30c3\u30af\u304c\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p data-line=\"96\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--Dm_mJUwd--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/951667af78f63ed210abab5e.png%3Fsha%3D340116103b29861b3af1b973f020557927339f99\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><br \/><em>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u306e\u78ba\u8a8d<\/em><\/p>\n<p data-line=\"99\" class=\"code-line\">\u3053\u306e\u72b6\u614b\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u307e\u3059\u3002<br \/>\u307e\u305f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u6642\u306b\u3001\u5148\u307b\u3069\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f PDF \u30d5\u30a1\u30a4\u30eb\u3092\u6dfb\u4ed8\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"generative-ai-leader-%E5%90%91%E3%81%91%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88\" data-line=\"102\" class=\"code-line\">\n Generative AI Leader \u5411\u3051\u30d7\u30ed\u30f3\u30d7\u30c8<\/h4>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">Generative AI Leader \u5411\u3051\u30d7\u30ed\u30f3\u30d7\u30c8<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"104\">Google Cloud Generative AI Leader \u8a66\u9a13\u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u8a66\u9a13\u306e\u5185\u5bb9\u306f\u6dfb\u4ed8\u306ePDF\u3092\u5143\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u8a66\u9a13\u306e\u6982\u8981\u306f\u4e0b\u8a18\u306eURL\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\nhttps:\/\/cloud.google.com\/learn\/certification\/generative-ai-leader\n<\/code><\/pre>\n<\/div>\n<h4 id=\"professional-machine-learning-engineer-%E5%90%91%E3%81%91%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88\" data-line=\"112\" class=\"code-line\">\n Professional Machine Learning Engineer \u5411\u3051\u30d7\u30ed\u30f3\u30d7\u30c8<\/h4>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">Professional Machine Learning Engineer \u5411\u3051\u30d7\u30ed\u30f3\u30d7\u30c8<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"114\">Professional Machine Learning Engineer \u8a66\u9a13\u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u8a66\u9a13\u306e\u5185\u5bb9\u306f\u6dfb\u4ed8\u306ePDF\u3092\u5143\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u8a66\u9a13\u306e\u6982\u8981\u306f\u4e0b\u8a18\u306eURL\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\nhttps:\/\/cloud.google.com\/learn\/certification\/machine-learning-engineer\n<\/code><\/pre>\n<\/div>\n<p data-line=\"122\" class=\"code-line\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p data-line=\"124\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--zaFSHi8K--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/bcc6c47a83e277c5d21c7506.png%3Fsha%3Dc938df0777a4d2ad17a393b3d72eebc232eeb9fb\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><br \/><em>GAIL \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u304c\u4f5c\u6210\u3055\u308c\u305f Gemini App \u306e\u753b\u9762<\/em><\/p>\n<p data-line=\"127\" class=\"code-line\">\u4ee5\u964d\u306f\u3001GAIL \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f8b\u306b\u8aac\u660e\u3057\u307e\u3059\u304c\u3001PMLE \u3082\u540c\u69d8\u306e\u624b\u9806\u3067\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"%E3%82%AC%E3%82%A4%E3%83%89%E4%BB%98%E3%81%8D%E5%AD%A6%E7%BF%92%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%A6%E5%AD%A6%E7%BF%92%E3%81%99%E3%82%8B\" data-line=\"129\" class=\"code-line\">\n \u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f7f\u3063\u3066\u5b66\u7fd2\u3059\u308b<\/h2>\n<p data-line=\"131\" class=\"code-line\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u304c\u4f5c\u6210\u3055\u308c\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u3066\u3001\u5b66\u7fd2\u3092\u9032\u3081\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f7f\u3063\u3066\u5b66\u7fd2\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"133\">\u30bb\u30af\u30b7\u30e7\u30f31 \u306e\u5b66\u7fd2\u3092\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"137\" class=\"code-line\">\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">Gemini App \u306e\u5fdc\u7b54<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"139\">\u4e86\u89e3\u3057\u307e\u3057\u305f\u3002\u30bb\u30af\u30b7\u30e7\u30f31\u300c\u751f\u6210AI\u306e\u57fa\u790e\u300d\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\uff01 \ud83e\udde0\n\n\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306f\u3001\u751f\u6210AI\u306b\u95a2\u3059\u308b\u57fa\u672c\u7684\u306a\u30b3\u30f3\u30bb\u30d7\u30c8\u3084\u30d3\u30b8\u30cd\u30b9\u3067\u306e\u6d3b\u7528\u4f8b\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u304b\u304c\u554f\u308f\u308c\u307e\u3059\u3002\n\n\u6700\u521d\u306e\u30c8\u30d4\u30c3\u30af\u306f \u300c\u4e2d\u6838\u3068\u306a\u308b\u751f\u6210AI\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u300d \u3067\u3059\u3002\n\n\u8a66\u9a13\u30ac\u30a4\u30c9\u306b\u306f\u3001\u300c\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u300d\u300c\u751f\u6210AI\u300d\u3068\u3044\u3063\u305f\u3001\u4f3c\u3066\u3044\u308b\u3088\u3046\u3067\u5c11\u3057\u305a\u3064\u9055\u3046\u8a00\u8449\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u3053\u308c\u3089\u306e\u95a2\u4fc2\u6027\u3092\u30c1\u30fc\u30e0\u306b\u8aac\u660e\u3059\u308b\u5834\u9762\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u8cea\u554f\u3067\u3059:\n\u300cAI\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u300c\u751f\u6210AI\u300d\u306f\u3001\u305d\u308c\u305e\u308c\u3069\u306e\u3088\u3046\u306a\u95a2\u4fc2\u306b\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u304b\uff1f\n\u30ed\u30b7\u30a2\u306e\u30de\u30c8\u30ea\u30e7\u30fc\u30b7\u30ab\u4eba\u5f62\u306e\u3088\u3046\u306b\u3001\u3069\u308c\u304c\u4e00\u756a\u5927\u304d\u306a\u6982\u5ff5\u3067\u3001\u3069\u308c\u304c\u305d\u306e\u4e2d\u306b\u542b\u307e\u308c\u308b\u306e\u304b\u3001\u3042\u306a\u305f\u306e\u8a00\u8449\u3067\u8aac\u660e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u5b8c\u74a7\u306a\u7b54\u3048\u3067\u306a\u304f\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u3002\u307e\u305a\u306f\u4e00\u7dd2\u306b\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\uff01\n<\/code><\/pre>\n<\/div>\n<p data-line=\"155\" class=\"code-line\">\u306a\u3093\u3068\u306a\u304f\u3001\u30de\u30f3\u30c4\u30fc\u30de\u30f3\u306e\u5bb6\u5ead\u6559\u5e2b\u306b\u6559\u3048\u3066\u3082\u3089\u3063\u3066\u3044\u308b\u3088\u3046\u306a\u611f\u899a\u3067\u3059\u3002<br \/>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u56de\u7b54\u3092\u5165\u529b\u3057\u3066\u9001\u4fe1\u3057\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">\u8cea\u554f\u3078\u306e\u56de\u7b54<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"158\">AI \u304c\u3082\u3063\u3068\u3082\u5e83\u3044\u6982\u5ff5\u3067\u3042\u308a\u3001\u751f\u6210AI \u306f\u305d\u306e\u4e00\u3064\u306e\u5206\u91ce\u3067\u3059\u3002\n\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u751f\u6210AI\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u624b\u6bb5\u3067\u3059\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"163\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"165\">\u305d\u306e\u901a\u308a\u3067\u3059\u3001\u7d20\u6674\u3089\u3057\u3044\uff01\u95a2\u4fc2\u6027\u3092\u5b8c\u74a7\u306b\u6349\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u30de\u30c8\u30ea\u30e7\u30fc\u30b7\u30ab\u4eba\u5f62\u3067\u4f8b\u3048\u308b\u3068\u3001\u307e\u3055\u306b\u3053\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u306d\u3002\n\n* AI (\u4eba\u5de5\u77e5\u80fd): \u4e00\u756a\u5927\u304d\u306a\u4eba\u5f62\u3067\u3001\u4eba\u9593\u306e\u77e5\u7684\u306a\u632f\u308b\u821e\u3044\u3092\u6a21\u5023\u3059\u308b\u6280\u8853\u3084\u6982\u5ff5\u5168\u4f53\u306e\u7dcf\u79f0\u3067\u3059\u3002\n* \u6a5f\u68b0\u5b66\u7fd2 (ML): AI\u4eba\u5f62\u306e\u4e2d\u306b\u3042\u308a\u3001\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308bAI\u306e\u4e3b\u8981\u306a\u5b9f\u73fe\u65b9\u6cd5\u306e\u4e00\u3064\u3067\u3059\u3002\n* \u751f\u6210AI (Generative AI): ML\u4eba\u5f62\u306e\u4e2d\u306b\u3042\u308a\u3001\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u65b0\u3057\u3044\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\uff08\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u697d\u306a\u3069\uff09\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u5206\u91ce\u3067\u3059\u3002\n\n\u3053\u306e\u95a2\u4fc2\u6027\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3068\u3001\u300c\u79c1\u305f\u3061\u306e\u6b21\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306fML\u3092\u6d3b\u7528\u3059\u308b\u304c\u3001\u3053\u308c\u306f\u4e88\u6e2c\u30e2\u30c7\u30eb\u3067\u3042\u308a\u751f\u6210AI\u3067\u306f\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u793e\u5185\u3067\u6b63\u78ba\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u53d6\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"177\" class=\"code-line\">\u5b8c\u74a7\u306b\u6349\u3048\u3089\u308c\u3066\u3044\u308b\u3068\u8912\u3081\u3089\u308c\u3064\u3064\u3001\u56de\u7b54\u306e\u89e3\u8aac\u3082\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>(\u306a\u3093\u3068\u306a\u304f\u3001\u5165\u529b\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u56de\u7b54\u306f\u305a\u308c\u3066\u3044\u305f\u3088\u3046\u306b\u3082\u601d\u3044\u307e\u3059\u304c\u3001\u305d\u3053\u306f\u6c17\u306b\u3057\u306a\u3044\u3053\u3068\u306b\u3057\u307e\u3059\u3002)<\/p>\n<p data-line=\"180\" class=\"code-line\">\u7d9a\u3051\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"182\">\u3067\u306f\u3001\u6b21\u306e\u91cd\u8981\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u9032\u307f\u307e\u3057\u3087\u3046\u3002\n\n\u8a66\u9a13\u30ac\u30a4\u30c9\u306b\u306f\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (Large Language Models, LLMs)\u300d\u3084\u300c\u57fa\u76e4\u30e2\u30c7\u30eb (Foundation Models)\u300d\u3068\u3044\u3046\u8a00\u8449\u3082\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u8cea\u554f\u3067\u3059:\n\u3053\u308c\u3089\u306e\u8a00\u8449\u306f\u3001\u5148\u307b\u3069\u306eAI\u3001ML\u3001\u751f\u6210AI\u306e\u968e\u5c64\u306e\u4e2d\u3067\u3001\u3069\u3053\u306b\u4f4d\u7f6e\u3059\u308b\u3068\u601d\u3044\u307e\u3059\u304b\uff1f \u307e\u305f\u3001\u3053\u308c\u3089\u304c\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u3001\u7c21\u5358\u306b\u8aac\u660e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"191\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">\u8cea\u554f\u3078\u306e\u56de\u7b54<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"193\">\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u751f\u6210AI\u306e\u4e00\u7a2e\u3067\u3042\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002\n\u57fa\u76e4\u30e2\u30c7\u30eb\u306f\u3001LLM\u3092\u542b\u3080\u3001\u69d8\u3005\u306a\u751f\u6210AI\u30e2\u30c7\u30eb\u306e\u57fa\u790e\u3068\u306a\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"198\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"200\">\u7d20\u6674\u3089\u3057\u3044\u3001\u5b8c\u74a7\u306a\u7406\u89e3\u3067\u3059\uff01\u305d\u306e\u95a2\u4fc2\u6027\u3067\u5168\u304f\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002\n\n\u3082\u3046\u5c11\u3057\u3060\u3051\u88dc\u8db3\u3057\u3066\u3001\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u306e\u77e5\u8b58\u3092\u6df1\u3081\u307e\u3057\u3087\u3046\u3002\n\n* \u57fa\u76e4\u30e2\u30c7\u30eb (Foundation Model): \u304a\u3063\u3057\u3083\u308b\u901a\u308a\u3001\u3053\u308c\u304c\u300c\u57fa\u790e\u300d\u3068\u306a\u308b\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3067\u3059\u3002\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\uff08\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u30b3\u30fc\u30c9\u306a\u3069\uff09\u3067\u4e8b\u524d\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u3053\u306e\u300c\u6c4e\u7528\u6027\u306e\u9ad8\u3055\u300d\u304c\u7279\u5fb4\u3067\u3001\u69d8\u3005\u306a\u5fdc\u7528\u30bf\u30b9\u30af\u306e\u51fa\u767a\u70b9\uff08\u571f\u53f0\uff09\u3068\u306a\u308a\u307e\u3059\u3002\n* \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM): \u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u4e2d\u3067\u3082\u3001\u7279\u306b**\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf**\u306e\u7406\u89e3\u3068\u751f\u6210\u306b\u7279\u5316\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u3064\u307e\u308a\u3001LLM\u306f\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u4e00\u7a2e\u3068\u8a00\u3048\u307e\u3059\u3002\n\n\u307e\u3068\u3081\u308b\u3068\u3001\u3053\u306e\u3088\u3046\u306a\u95a2\u4fc2\u306b\u306a\u308a\u307e\u3059\u3002\n\n* \u57fa\u76e4\u30e2\u30c7\u30eb (Foundation Model)\n    * \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM): \u30c6\u30ad\u30b9\u30c8\u306b\u7279\u5316\n    * \u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb (Imagen\u306a\u3069): \u753b\u50cf\u306b\u7279\u5316\n    * \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb (Gemini\u306a\u3069): \u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u306a\u3069\u3092\u7d71\u5408\u7684\u306b\u6271\u3048\u308b\n\n\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u306f\u3001\u300c\u79c1\u305f\u3061\u306e\u8ab2\u984c\u306f\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u3060\u304b\u3089LLM\u3092\u57fa\u76e4\u3068\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u305d\u3046\u300d\u3042\u308b\u3044\u306f\u300c\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3092\u6271\u3046\u304b\u3089\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u57fa\u76e4\u30e2\u30c7\u30eb\u304c\u5fc5\u8981\u3060\u300d\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u8ab2\u984c\u306b\u5fdc\u3058\u3066\u3069\u306e\u7a2e\u985e\u306e\u30e2\u30c7\u30eb\u304c\u9069\u5207\u304b\u3092\u5224\u65ad\u3059\u308b\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"218\" class=\"code-line\">\u4eca\u56de\u306f\u6b63\u3057\u3044\u8a8d\u8b58\u3060\u3063\u305f\u3088\u3046\u3067\u3059\u3002<br \/>\u3053\u3093\u306a\u611f\u3058\u3067\u3001\u8cea\u554f\u3068\u56de\u7b54\u3092\u7e70\u308a\u8fd4\u3057\u306a\u304c\u3089\u3001\u5b66\u7fd2\u3092\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"%E3%82%82%E3%81%97%E3%80%81%E9%96%93%E9%81%95%E3%81%A3%E3%81%9F%E5%9B%9E%E7%AD%94%E3%82%92%E3%81%97%E3%81%9F%E3%82%89%E3%81%A9%E3%81%86%E3%81%AA%E3%82%8B%E3%81%AE%E3%81%8B\" data-line=\"221\" class=\"code-line\">\n \u3082\u3057\u3001\u9593\u9055\u3063\u305f\u56de\u7b54\u3092\u3057\u305f\u3089\u3069\u3046\u306a\u308b\u306e\u304b<\/h3>\n<p data-line=\"223\" class=\"code-line\">\u9593\u9055\u3063\u305f\u56de\u7b54\u3092\u3057\u3066\u3082\u3001\u512a\u3057\u304f\u8a02\u6b63\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u56de\u7b54\u3092\u5165\u529b\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">Gemini App \u306e\u8cea\u554f<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"226\">\u3067\u306f\u3001\u6b21\u306e\u30c6\u30fc\u30de\u306b\u9032\u307f\u307e\u3057\u3087\u3046\u3002\n\n\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u8ce2\u304f\u306a\u3063\u3066\u3044\u304f\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u8a66\u9a13\u30ac\u30a4\u30c9\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e3\u3064\u306e\u4e3b\u8981\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u8cea\u554f\u3067\u3059:\n\u300c\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u300d\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u300c\u5f37\u5316\u5b66\u7fd2\u300d\u306e3\u3064\u306e\u9055\u3044\u3092\u3001\u305d\u308c\u305e\u308c\u7c21\u5358\u306a\u4f8b\u3092\u6319\u3052\u3066\u8aac\u660e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044 \u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"235\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u56de\u7b54\u3057\u3066\u307f\u307e\u3057\u305f\u3002\u307e\u3042\u3001\u9593\u9055\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">\u8cea\u554f\u3078\u306e\u56de\u7b54<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"237\">* \u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6559\u5e2b\u306e\u3088\u3046\u306b\u632f\u308b\u821e\u3063\u3066\u5b66\u7fd2\u3057\u307e\u3059\u3002\n* \u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3057\u307e\u3059\u3002\n* \u5f37\u5316\u5b66\u7fd2\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30ea\u30bd\u30fc\u30b9\u3092\u5f37\u5316\u3057\u3066\u5b66\u7fd2\u3057\u307e\u3059\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"243\" class=\"code-line\">\u3053\u306e\u5834\u5408\u306f\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u8fd4\u3063\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">Gemini App \u306e\u5fdc\u7b54<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"245\">\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\uff01\u826f\u3044\u7dda\u3044\u3063\u3066\u3044\u307e\u3059\u306d\u3002\u7279\u306b\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u306e\u7406\u89e3\u306f\u5b8c\u74a7\u3067\u3059\u3002\n\u4ed6\u306e2\u3064\u306b\u3064\u3044\u3066\u3001\u5c11\u3057\u3060\u3051\u89e3\u50cf\u5ea6\u3092\u4e0a\u3052\u3066\u307f\u307e\u3057\u3087\u3046\u3002\n\n### ## **\u6559\u5e2b\u3042\u308a\u5b66\u7fd2 (Supervised Learning) \ud83e\udde0\ud83c\udff7\ufe0f**\n\n**\u300c\u6559\u5e2b\u300d\u3068\u306f\u3001\u4eba\u9593\u304c\u4e8b\u524d\u306b\u7528\u610f\u3057\u305f\u300c\u6b63\u89e3\u30e9\u30d9\u30eb\u4ed8\u304d\u306e\u30c7\u30fc\u30bf\u300d\u306e\u3053\u3068**\u3092\u6307\u3057\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08AI\u30e2\u30c7\u30eb\uff09\u306f\u3001\u305d\u306e\u6b63\u89e3\u30e9\u30d9\u30eb\u3092\u53c2\u8003\u306b\u5b66\u7fd2\u3057\u307e\u3059\u3002\n\n* **\u4f8b\u3048:** \u88cf\u306b\u7b54\u3048\u304c\u66f8\u3044\u3066\u3042\u308b\u5358\u8a9e\u30ab\u30fc\u30c9\u3067\u52c9\u5f37\u3059\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u300c\u3053\u306e\u753b\u50cf\uff08\u554f\u984c\uff09\u306f\u300e\u732b\u300f\u3067\u3059\uff08\u7b54\u3048\uff09\u300d\u3068\u3044\u3046\u30c7\u30fc\u30bf\u3092\u5927\u91cf\u306b\u4e0e\u3048\u3001\u30e2\u30c7\u30eb\u306f\u300c\u732b\u300d\u306e\u7279\u5fb4\u3092\u5b66\u3093\u3067\u3044\u304d\u307e\u3059\u3002\n* **\u30d3\u30b8\u30cd\u30b9\u4f8b:** \u30b9\u30d1\u30e0\u30e1\u30fc\u30eb\u306e\u5224\u5b9a\u3002\u904e\u53bb\u306e\u30e1\u30fc\u30eb\u304c\u300c\u30b9\u30d1\u30e0\u300d\u304b\u300c\u30b9\u30d1\u30e0\u3067\u306a\u3044\u300d\u304b\u3068\u3044\u3046\u30e9\u30d9\u30eb\u4ed8\u304d\u3067\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u30e1\u30fc\u30eb\u3092\u5206\u985e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n***\n\n### ## **\u6559\u5e2b\u306a\u3057\u5b66\u7fd2 (Unsupervised Learning) \ud83d\udd0d**\n\n\u304a\u3063\u3057\u3083\u308b\u901a\u308a\u3001**\u6b63\u89e3\u30e9\u30d9\u30eb\u304c\u306a\u3044\u30c7\u30fc\u30bf\u304b\u3089\u3001\u30e2\u30c7\u30eb\u81ea\u8eab\u304c\u30d1\u30bf\u30fc\u30f3\u3084\u69cb\u9020\u3092\u898b\u3064\u3051\u51fa\u3059**\u624b\u6cd5\u3067\u3059\u3002\n\n* **\u4f8b\u3048:** \u5927\u91cf\u306e\u30ec\u30b4\u30d6\u30ed\u30c3\u30af\u3092\u6e21\u3055\u308c\u3001\u300c\u8aac\u660e\u66f8\u306a\u3057\u3067\u3001\u8272\u3084\u5f62\u304c\u4f3c\u3066\u3044\u308b\u3082\u306e\u540c\u58eb\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3057\u3066\u300d\u3068\u8a00\u308f\u308c\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\n* **\u30d3\u30b8\u30cd\u30b9\u4f8b:** \u9867\u5ba2\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3002\u8cfc\u8cb7\u5c65\u6b74\u30c7\u30fc\u30bf\u304b\u3089\u3001AI\u304c\u81ea\u52d5\u7684\u306b\u300c\u7bc0\u7d04\u5fd7\u5411\u30b0\u30eb\u30fc\u30d7\u300d\u300c\u65b0\u5546\u54c1\u597d\u304d\u30b0\u30eb\u30fc\u30d7\u300d\u306a\u3069\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u898b\u3064\u3051\u51fa\u3057\u307e\u3059\u3002\n\n***\n\n### ## **\u5f37\u5316\u5b66\u7fd2 (Reinforcement Learning) \ud83c\udfae\ud83c\udf81**\n\n\u3053\u3053\u3067\u306e\u300c\u5f37\u5316\u300d\u306f\u3001**\u300c\u826f\u3044\u884c\u52d5\u3092\u5f37\u5316\u3059\u308b\u300d**\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306f**\u8a66\u884c\u932f\u8aa4**\u3092\u7e70\u308a\u8fd4\u3057\u3001**\u300c\u5831\u916c\u300d\u304c\u6700\u5927\u5316**\u3059\u308b\u3088\u3046\u306b\u81ea\u3089\u5b66\u7fd2\u3057\u3066\u3044\u304d\u307e\u3059\u3002\n\n* **\u4f8b\u3048:** \u30da\u30c3\u30c8\u306e\u3057\u3064\u3051\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002\u300c\u304a\u624b\u300d\u304c\u3046\u307e\u304f\u3067\u304d\u305f\u3089\u304a\u3084\u3064\uff08\u5831\u916c\uff09\u3092\u3042\u3052\u3001\u5931\u6557\u3057\u3066\u3082\u4f55\u3082\u3042\u3052\u306a\u3044\uff08\u307e\u305f\u306f\u5c0f\u3055\u306a\u7f70\uff09\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001\u30da\u30c3\u30c8\u306f\u300c\u304a\u624b\u300d\u3068\u3044\u3046\u884c\u52d5\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\n* **\u30d3\u30b8\u30cd\u30b9\u4f8b:** \u30b2\u30fc\u30e0\u3092\u30d7\u30ec\u30a4\u3059\u308bAI\u3002\u30b9\u30b3\u30a2\u304c\u4e0a\u304c\u308c\u3070\u300c\u5831\u916c\u300d\u304c\u4e0e\u3048\u3089\u308c\u3001\u30df\u30b9\u3092\u3059\u308c\u3070\u300c\u7f70\u300d\u304c\u4e0e\u3048\u3089\u308c\u307e\u3059\u3002AI\u306f\u3001\u7dcf\u5831\u916c\u304c\u6700\u5927\u306b\u306a\u308b\u3088\u3046\u306a\u52dd\u3061\u30d1\u30bf\u30fc\u30f3\u3092\u81ea\u3089\u5b66\u7fd2\u3057\u3066\u3044\u304d\u307e\u3059\u3002\n\n\u3053\u306e3\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3069\u306e\u3088\u3046\u306aAI\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3079\u304d\u304b\u5224\u65ad\u3059\u308b\u4e0a\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"277\" class=\"code-line\">\u3053\u306e\u3088\u3046\u306b\u3001\u9593\u9055\u3063\u305f\u56de\u7b54\u3092\u3057\u3066\u3082\u3001\u512a\u3057\u304f\u8a02\u6b63\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p data-line=\"279\" class=\"code-line\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306f\u3001\u4e0a\u8a18\u306e\u3088\u3046\u306a\u8cea\u554f\u3068\u56de\u7b54\u3092\u7e70\u308a\u8fd4\u3057\u306a\u304c\u3089\u3001\u5b66\u7fd2\u3092\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\u56de\u7b54\u304c\u9593\u9055\u3063\u3066\u3044\u3066\u3082\u8a02\u6b63\u3057\u3066\u304f\u308c\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<h3 id=\"%E3%83%94%E3%83%B3%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88%E3%81%A7%E5%AD%A6%E7%BF%92%E3%81%97%E3%81%9F%E3%81%84%E3%83%88%E3%83%94%E3%83%83%E3%82%AF%E3%82%92%E6%8C%87%E5%AE%9A%E3%81%99%E3%82%8B\" data-line=\"282\" class=\"code-line\">\n \u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u5b66\u7fd2\u3057\u305f\u3044\u30c8\u30d4\u30c3\u30af\u3092\u6307\u5b9a\u3059\u308b<\/h3>\n<p data-line=\"284\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u5b66\u7fd2\u3057\u305f\u3044\u30c8\u30d4\u30c3\u30af\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u305d\u308c\u307e\u3067\u306e\u5fdc\u7b54\u3092\u7121\u8996\u3057\u3066\u3082\u554f\u984c\u306a\u304f\u5229\u7528\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">\u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u5b66\u7fd2\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"287\">\u751f\u6210 AI \u30e2\u30c7\u30eb\u306e\u51fa\u529b\u3092\u6539\u5584\u3059\u308b\u624b\u6cd5\u306b\u3064\u3044\u3066\u3001\u7279\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u95a2\u3057\u3066\u5b66\u3073\u305f\u3044\u3067\u3059\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"291\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">Gemini App \u306e\u5fdc\u7b54<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"293\">\u304b\u3057\u3053\u307e\u308a\u307e\u3057\u305f\u3002\u30bb\u30af\u30b7\u30e7\u30f33\u300c\u751f\u6210AI\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u3092\u6539\u5584\u3059\u308b\u30c6\u30af\u30cb\u30c3\u30af\u300d\u306e\u4e2d\u6838\u3092\u306a\u3059\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u5b66\u7fd2\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u306f\u3001\u751f\u6210AI\u306e\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u975e\u5e38\u306b\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u3067\u3059\u3002\n\n\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001\u4e00\u8a00\u3067\u8a00\u3048\u3070\u300cAI\u304b\u3089\u671b\u3080\u51fa\u529b\u3092\u5f97\u308b\u305f\u3081\u306e\u3001\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u5de5\u592b\u3059\u308b\u6280\u8853\u300d\u306e\u3053\u3068\u3067\u3059\u3002AI\u3068\u306e\u5bfe\u8a71\u30b9\u30ad\u30eb\u3068\u3082\u8a00\u3048\u307e\u3059\u306d\u3002\n\n\u8a66\u9a13\u30ac\u30a4\u30c9\u306b\u306f\u3001\u57fa\u672c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u624b\u6cd5\u3068\u3057\u3066\u3044\u304f\u3064\u304b\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059 [cite: 98]\u3002\u307e\u305a\u306f\u4ee3\u8868\u7684\u306a\u3082\u306e\u3092\u7c21\u5358\u306a\u4f8b\u3067\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\n\n### \u57fa\u672c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u624b\u6cd5\n\n\u3042\u308b\u6587\u7ae0\u304c\u300c\u30dd\u30b8\u30c6\u30a3\u30d6\u300d\u304b\u300c\u30cd\u30ac\u30c6\u30a3\u30d6\u300d\u304b\u300c\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u300d\u304b\u3092\u5206\u985e\u3057\u305f\u3044\u3001\u3068\u3057\u307e\u3059\u3002\n\n1.  **\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30fb\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0 (Zero-shot)**\n\n      * AI\u306b\u4e00\u5207\u4f8b\u3092\u898b\u305b\u305a\u306b\u3001\u30bf\u30b9\u30af\u3092\u76f4\u63a5\u6307\u793a\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\n      * **\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b:**\n        ```\n        \u6b21\u306e\u6587\u7ae0\u306e\u611f\u60c5\u3092\u5206\u6790\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n        \u300c\u3053\u306e\u6620\u753b\u306f\u671f\u5f85\u5916\u308c\u3060\u3063\u305f\u3002\u300d\n        ```\n\n2.  **\u30ef\u30f3\u30b7\u30e7\u30c3\u30c8\u30fb\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0 (One-shot)**\n\n      * AI\u306b1\u3064\u3060\u3051\u624b\u672c\uff08\u4f8b\uff09\u3092\u898b\u305b\u3066\u304b\u3089\u3001\u30bf\u30b9\u30af\u3092\u6307\u793a\u3057\u307e\u3059\u3002\n      * **\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b:**\n        ```\n        \u300c\u3053\u306e\u30ec\u30b9\u30c8\u30e9\u30f3\u306f\u6700\u9ad8\u3060\u3002\u300d\uff1a\u30dd\u30b8\u30c6\u30a3\u30d6\n        \u300c\u3053\u306e\u6620\u753b\u306f\u671f\u5f85\u5916\u308c\u3060\u3063\u305f\u3002\u300d\uff1a\n        ```\n\n3.  **\u30d5\u30e5\u30fc\u30b7\u30e7\u30c3\u30c8\u30fb\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0 (Few-shot)**\n\n      * AI\u306b\u8907\u6570\uff082\u301c5\u500b\u7a0b\u5ea6\uff09\u306e\u624b\u672c\u3092\u898b\u305b\u3066\u3001\u3088\u308a\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u624b\u6cd5\u3067\u3059\u3002\n      * **\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b:**\n        ```\n        \u300c\u3053\u306e\u30ec\u30b9\u30c8\u30e9\u30f3\u306f\u6700\u9ad8\u3060\u3002\u300d\uff1a\u30dd\u30b8\u30c6\u30a3\u30d6\n        \u300c\u4fa1\u683c\u306f\u5e73\u5747\u7684\u3067\u3057\u305f\u3002\u300d\uff1a\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\n        \u300c\u5f7c\u306e\u6f14\u6280\u306f\u7d20\u6674\u3089\u3057\u304b\u3063\u305f\u3002\u300d\uff1a\u30dd\u30b8\u30c6\u30a3\u30d6\n        \u300c\u3053\u306e\u6620\u753b\u306f\u671f\u5f85\u5916\u308c\u3060\u3063\u305f\u3002\u300d\uff1a\n        ```\n\n4.  **\u5f79\u5272\uff08\u30ed\u30fc\u30eb\uff09\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0 (Role prompting)**\n\n      * AI\u306b\u7279\u5b9a\u306e\u5c02\u9580\u5bb6\u3084\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u306a\u3069\u306e\u5f79\u5272\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u8996\u70b9\u306b\u6cbf\u3063\u305f\u51fa\u529b\u3092\u5f15\u304d\u51fa\u3057\u307e\u3059\u3002\n      * **\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b:**\n        ```\n        \u3042\u306a\u305f\u306f\u7d4c\u9a13\u8c4a\u5bcc\u306a\u6620\u753b\u8a55\u8ad6\u5bb6\u3067\u3059\u3002\u30d7\u30ed\u306e\u8996\u70b9\u304b\u3089\u3001\u6b21\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u5206\u6790\u3057\u3001\u3069\u306e\u3088\u3046\u306a\u70b9\u304c\u30cd\u30ac\u30c6\u30a3\u30d6\u3068\u8a55\u4fa1\u3055\u308c\u308b\u306e\u304b\u3092\u89e3\u8aac\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n        \u300c\u3053\u306e\u6620\u753b\u306f\u671f\u5f85\u5916\u308c\u3060\u3063\u305f\u3002\u300d\n        ```\n\n-----\n\n### \u6f14\u7fd2\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01\n\n\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\n\n**\u30b7\u30ca\u30ea\u30aa:**\n\u3042\u306a\u305f\u306f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3067\u3059\u3002\u65b0\u3057\u304f\u767a\u58f2\u3059\u308b\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u30b3\u30fc\u30d2\u30fc\u306e**\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc**\u3092\u751f\u6210AI\u306b\u4f5c\u3063\u3066\u3082\u3089\u3044\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\n\n**\u304a\u984c:**\n\u3053\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u3001\\*\\*\u300c\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u300d\u300c\u30d5\u30e5\u30fc\u30b7\u30e7\u30c3\u30c8\u300d\u300c\u5f79\u5272\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u300d\\*\\*\u306e3\u3064\u306e\u624b\u6cd5\u3092\u4f7f\u3063\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u305d\u308c\u305e\u308c\u4f5c\u6210\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n<\/div>\n<h3 id=\"%E3%82%AC%E3%82%A4%E3%83%89%E4%BB%98%E3%81%8D%E5%AD%A6%E7%BF%92%E3%81%AE%E5%88%A9%E7%94%A8%E6%99%82%E3%81%AE%E6%B3%A8%E6%84%8F%E4%BA%8B%E9%A0%85\" data-line=\"355\" class=\"code-line\">\n \u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306e\u5229\u7528\u6642\u306e\u6ce8\u610f\u4e8b\u9805<\/h3>\n<p data-line=\"357\" class=\"code-line\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u5b66\u7fd2\u3092\u9032\u3081\u3089\u308c\u308b\u4fbf\u5229\u306a\u6a5f\u80fd\u3067\u3059\u304c\u3001\u7d99\u7d9a\u3057\u3066\u5b66\u7fd2\u3092\u9032\u3081\u308b\u3068\u904e\u53bb\u306e\u5c65\u6b74\u304c\u5931\u308f\u308c\u3066\u3057\u307e\u3044\u3001\u6700\u521d\u306b\u5165\u529b\u3057\u305f\u8a66\u9a13\u30ac\u30a4\u30c9\u306a\u3069\u306e\u60c5\u5831\u304c\u5931\u308f\u308c\u308b\u3088\u3046\u3067\u3059\u3002<br \/>\u5c65\u6b74\u304c\u5931\u308f\u308c\u308b\u3068\u3001\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306f\u76f4\u8fd1\u306e\u5c65\u6b74\u304b\u3089\u5b66\u7fd2\u3092\u7d9a\u3051\u308b\u305f\u3081\u3001\u6b63\u3057\u3044\u8a66\u9a13\u7bc4\u56f2\u3067\u5b66\u7fd2\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u7d99\u7d9a\u3057\u3066\u4f7f\u3044\u305f\u3044\u5834\u5408\u306f\u3001\u5b9a\u671f\u7684\u306b\u65b0\u3057\u3044\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3057\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<h2 id=\"%E3%82%AF%E3%82%A4%E3%82%BA%E5%BD%A2%E5%BC%8F%E3%81%A7%E7%A2%BA%E8%AA%8D%E3%81%99%E3%82%8B\" data-line=\"361\" class=\"code-line\">\n \u30af\u30a4\u30ba\u5f62\u5f0f\u3067\u78ba\u8a8d\u3059\u308b<\/h2>\n<p data-line=\"363\" class=\"code-line\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306b\u306f\u30014 \u629e\u306e\u30af\u30a4\u30ba\u5f62\u5f0f\u3067\u6a21\u64ec\u8a66\u9a13\u3092\u4f5c\u6210\u3067\u304d\u308b\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<p><span class=\"code-block-filename\">\u30af\u30a4\u30ba\u5f62\u5f0f\u3067\u78ba\u8a8d\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8<\/span><\/p>\n<pre class=\"language-text\"><code class=\"language-text code-line\" data-line=\"366\">\u30bb\u30af\u30b7\u30e7\u30f31 \u306e\u5185\u5bb9\u306b\u95a2\u3059\u308b\u6a21\u64ec\u8a66\u9a13\u3092\u51fa\u984c\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n<\/div>\n<p data-line=\"370\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001Canvas \u6a5f\u80fd\u3092\u4f7f\u3063\u3066 4 \u629e\u306e\u30af\u30a4\u30ba\u304c\u51fa\u984c\u3055\u308c\u307e\u3059\u3002<\/p>\n<p data-line=\"372\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--rI7mcv2---\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/603ffc4e59023241064255b7.png%3Fsha%3D8eeefe5b89499a74a0ba07e3346fbcea126954fb\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><br \/><em>4 \u629e\u306e\u30af\u30a4\u30ba\u304c\u51fa\u984c\u3055\u308c\u305f Gemini App \u306e\u753b\u9762<\/em><\/p>\n<p data-line=\"375\" class=\"code-line\">\u554f\u984c\u306e\u4e0b\u306b\u300c\u30d2\u30f3\u30c8\u3092\u898b\u308b\u300d\u30dc\u30bf\u30f3\u304c\u3042\u308a\u3001\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u56de\u7b54\u306e\u30d2\u30f3\u30c8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p data-line=\"377\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--Ub3EkavO--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/9fa21f123d84b60f87f0523a.png%3Fsha%3D58e1e9be49e8097cddf57fe539153e07351a90a3\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"379\" class=\"code-line\">\u6b63\u89e3\u3059\u308b\u3068\u3001\u89e3\u8aac\u3068\u3068\u3082\u306b\u30c1\u30a7\u30c3\u30af\u304c\u5165\u308a\u307e\u3059\u3002<\/p>\n<p data-line=\"381\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--iBV_WtNU--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/f0106575a94a88cdcfc31bc7.png%3Fsha%3De965fbaafcd647cc1c6da5c7542df8210fbe2187\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"383\" class=\"code-line\">\u8aa4\u7b54\u3059\u308b\u3068\u3001\u89e3\u8aac\u3068\u3068\u3082\u306b\u30d0\u30c4\u304c\u4ed8\u304d\u3001\u8aa4\u7b54\u3068\u6b63\u89e3\u305d\u308c\u305e\u308c\u306b\u89e3\u8aac\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p data-line=\"385\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--3bQwKyy0--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/a194691b73cfa1159fed39e8.png%3Fsha%3D9b1f005c7c2f973b3a933e484615a8caa878d20c\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"387\" class=\"code-line\">\u751f\u6210\u3055\u308c\u305f\u554f\u984c\u3092\u6700\u5f8c\u307e\u3067\u56de\u7b54\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u6b63\u7b54\u7387\u3084\u82e6\u624b\u5206\u91ce\u306e\u5206\u6790\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p data-line=\"389\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--l8nxza_d--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/47be3a25656a2aed80bfdd33.png%3Fsha%3Df3236c6d8057055b6cd2634d88f1f184d7d839fe\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"391\" class=\"code-line\">\u3053\u3053\u304b\u3089\u3001\u540c\u3058\u7bc4\u56f2\u3067\u518d\u5ea6\u30af\u30a4\u30ba\u3092\u51fa\u984c\u3057\u305f\u308a\u3001\u82e6\u624b\u5206\u91ce\u306b\u7d5e\u3063\u3066\u30af\u30a4\u30ba\u3092\u51fa\u984c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\u306a\u304a\u3001\u5225\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3084\u8a66\u9a13\u5168\u4f53\u3067\u30af\u30a4\u30ba\u3092\u51fa\u984c\u3057\u305f\u3044\u3068\u304d\u306f\u3001\u518d\u5ea6\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p data-line=\"394\" class=\"code-line\">\u30af\u30a4\u30ba\u5f62\u5f0f\u306e\u6ce8\u610f\u4e8b\u9805\u3082\u3001\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3068\u540c\u69d8\u3067\u3001\u7d99\u7d9a\u3057\u3066\u5229\u7528\u3059\u308b\u3068\u904e\u53bb\u306e\u5c65\u6b74\u304c\u5931\u308f\u308c\u3066\u3057\u307e\u3046\u305f\u3081\u3001\u30af\u30a4\u30ba\u306e\u7bc4\u56f2\u304c\u9650\u5b9a\u3055\u308c\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\u305d\u306e\u305f\u3081\u3001\u5b9a\u671f\u7684\u306b\u65b0\u3057\u3044\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3057\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p data-line=\"397\" class=\"code-line\">\u307e\u305f\u3001\u307e\u308c\u306b\u3067\u3059\u304c\u30af\u30a4\u30ba\u4f5c\u6210\u304c\u3046\u307e\u304f\u3044\u304b\u306a\u3044\u5834\u5408\u3082\u3042\u308a\u307e\u3057\u305f\u3002(\u9078\u629e\u80a2\u3092\u7121\u9650\u306b\u4f5c\u6210\u3057\u7d9a\u3051\u305f\u308a\u3001\u554f\u984c\u4f5c\u6210\u304c\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u308a\u3059\u308b\u5834\u5408\u3001\u7b49)<br \/>\u305d\u306e\u5834\u5408\u306f\u3001\u518d\u5ea6\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u3066\u30af\u30a4\u30ba\u3092\u4f5c\u6210\u3057\u76f4\u3059\u304b\u3001\u6700\u521d\u304b\u3089\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3057\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"%E3%83%95%E3%83%A9%E3%83%83%E3%82%B7%E3%83%A5%E3%82%AB%E3%83%BC%E3%83%89%E3%81%A7%E5%BE%A9%E7%BF%92%E3%81%99%E3%82%8B\" data-line=\"400\" class=\"code-line\">\n \u30d5\u30e9\u30c3\u30b7\u30e5\u30ab\u30fc\u30c9\u3067\u5fa9\u7fd2\u3059\u308b<\/h2>\n<p data-line=\"402\" class=\"code-line\">\u30af\u30a4\u30ba\u5f62\u5f0f\u3067\u5b66\u7fd2\u3057\u305f\u5185\u5bb9\u3092\u3001\u30d5\u30e9\u30c3\u30b7\u30e5\u30ab\u30fc\u30c9\u3067\u5fa9\u7fd2\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\u30af\u30a4\u30ba\u306e\u6700\u5f8c\u306b\u8868\u793a\u3055\u308c\u308b\u300c\u30d5\u30e9\u30c3\u30b7\u30e5\u30ab\u30fc\u30c9\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p data-line=\"405\" class=\"code-line\">\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u5358\u8a9e\u304c\u8868\u793a\u3055\u308c\u3001\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u305d\u306e\u8aac\u660e\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<br \/>\u307e\u305f\u3001\u6b21\u306e\u30ab\u30fc\u30c9\u306b\u9032\u3093\u3060\u308a\u3001\u524d\u306e\u30ab\u30fc\u30c9\u306b\u623b\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\u8a66\u9a13\u76f4\u524d\u306e\u5fa9\u7fd2\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n<p data-line=\"409\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/60f0266e979611d15d3e0c6a.gif?sha=6da34235f66f25ce60a74238f84f09dd05841e9e\" alt=\"Gemini App\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<h2 id=\"%E5%AE%9F%E9%9A%9B%E3%81%AB%E8%A9%A6%E9%A8%93%E3%81%AB%E5%90%88%E6%A0%BC%E3%81%A7%E3%81%8D%E3%81%9F%E3%81%AE%E3%81%8B%E3%80%81%E3%82%AC%E3%82%A4%E3%83%89%E4%BB%98%E3%81%8D%E5%AD%A6%E7%BF%92%E3%81%AF%E5%BD%B9%E3%81%AB%E7%AB%8B%E3%81%A3%E3%81%9F%E3%81%AE%E3%81%8B\" data-line=\"411\" class=\"code-line\">\n \u5b9f\u969b\u306b\u8a66\u9a13\u306b\u5408\u683c\u3067\u304d\u305f\u306e\u304b\u3001\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u306f\u5f79\u306b\u7acb\u3063\u305f\u306e\u304b<\/h2>\n<p data-line=\"413\" class=\"code-line\">\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u3001\u79c1\u306f GAIL \u3068 PMLE \u306e\u4e21\u65b9\u306e\u8a66\u9a13\u306b\u7121\u4e8b\u5408\u683c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p data-line=\"418\" class=\"code-line\">\u306a\u304a\u3001\u7d14\u7c8b\u306b Gemini App \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3060\u3051\u3067\u52c9\u5f37\u3057\u305f\u308f\u3051\u3067\u306f\u306a\u304f\u3001Google Cloud Skills Boost \u306e\u5b66\u7fd2\u30b3\u30fc\u30b9\u3082\u53d7\u8b1b\u3057\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\u3057\u304b\u3057\u3001Skills Boost \u3060\u3051\u3067\u306f\u899a\u3048\u304d\u308c\u306a\u304b\u3063\u305f\u5185\u5bb9\u3092\u3001Gemini App \u306e\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3067\u88dc\u5b8c\u3067\u304d\u305f\u3053\u3068\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\u7279\u306b\u3001\u30af\u30a4\u30ba\u5f62\u5f0f\u306f\u8a66\u9a13\u5bfe\u7b56\u306b\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3057\u305f\u3002\u79c1\u306f\u30af\u30a4\u30ba\u5f62\u5f0f\u3067\u51fa\u3055\u308c\u308b\u3068\u3001\u3064\u3044\u3064\u3044\u5b8c\u7b54\u3067\u304d\u308b\u307e\u3067\u7e70\u308a\u8fd4\u3057\u3066\u3057\u307e\u3046\u306e\u3067\u3001\u306a\u304b\u306a\u304b\u624b\u3092\u6b62\u3081\u3089\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3084\u30af\u30a4\u30ba\u306e\u5185\u5bb9\u3082\u3001Gemini \u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u304c Google Cloud \u306b\u3064\u3044\u3066\u5b66\u7fd2\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u304b\u3001\u5b9f\u969b\u306e\u8a66\u9a13\u306b\u8fd1\u3057\u3044\u5185\u5bb9\u304c\u591a\u304f\u8a66\u9a13\u5bfe\u7b56\u3068\u3057\u3066\u6709\u7528\u3067\u3057\u305f\u3002<\/p>\n<p data-line=\"423\" class=\"code-line\">\u307e\u305f\u3001\u3042\u3089\u304b\u3058\u3081\u8a66\u9a13\u5bfe\u7b56\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304a\u3044\u3066\u3001\u30b9\u30de\u30db\u3084\u30bf\u30d6\u30ec\u30c3\u30c8\u3092\u4f7f\u3063\u3066\u8a66\u9a13\u4f1a\u5834\u307e\u3067\u306e\u79fb\u52d5\u6642\u9593\u3084\u5f85\u3061\u6642\u9593\u3067\u30af\u30a4\u30ba\u3084\u30d5\u30e9\u30c3\u30b7\u30e5\u30ab\u30fc\u30c9\u3067\u5fa9\u7fd2\u3067\u304d\u305f\u3053\u3068\u3082\u826f\u304b\u3063\u305f\u3067\u3059\u3002<br \/>\u30af\u30a4\u30ba\u3084\u30d5\u30e9\u30c3\u30b7\u30e5\u30ab\u30fc\u30c9\u306f\u30b9\u30de\u30db\u3067\u3082\u305d\u308c\u306a\u308a\u306b\u64cd\u4f5c\u3057\u3084\u3059\u3044 UI \u306b\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u79fb\u52d5\u6642\u9593\u306e\u3061\u3087\u3063\u3068\u3057\u305f\u9699\u9593\u6642\u9593\u3067\u5b66\u7fd2\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p data-line=\"426\" class=\"code-line\">Gemini App \u3060\u304b\u3089\u3053\u305d\u3001\u6700\u5c0f\u9650\u306e\u5165\u529b\u3067\u3001Google Cloud \u306e\u8a66\u9a13\u7bc4\u56f2\u306b\u6cbf\u3063\u305f\u5b66\u7fd2\u304c\u3067\u304d\u305f\u3053\u3068\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3057\u305f\u3002<br \/>\u8a66\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u304a\u305d\u3089\u304f\u4ed6\u306e Google Cloud \u8a8d\u5b9a\u8a66\u9a13\u3067\u3082\u3001\u540c\u69d8\u306e\u65b9\u6cd5\u3067\u30ac\u30a4\u30c9\u4ed8\u304d\u5b66\u7fd2\u3092\u4f5c\u6210\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p data-line=\"429\" class=\"code-line\">\u305f\u3060\u3001Google 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