{"id":36662,"date":"2025-06-23T22:29:34","date_gmt":"2025-06-24T05:29:34","guid":{"rendered":"https:\/\/teach.udemy.com\/?page_id=36662"},"modified":"2026-06-02T13:50:08","modified_gmt":"2026-06-02T20:50:08","slug":"how-to-create-labs-for-your-course","status":"publish","type":"page","link":"https:\/\/teach.udemy.com\/ja\/how-to-create-labs-for-your-course\/","title":{"rendered":"\u4f7f\u7528\u30ac\u30a4\u30c9: \u30b3\u30fc\u30b9\u5185\u30e9\u30dc"},"content":{"rendered":"<h2><strong>\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306f\u3001\u5b66\u7fd2\u8005\u304c\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3068\u547c\u3070\u308c\u308b\u5b9f\u74b0\u5883\u3067IT\u30b9\u30ad\u30eb\u3092\u5b9f\u7fd2\u3067\u304d\u308b\u65b0\u3057\u3044\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u9805\u76ee\u3067\u3059\u3002\u3053\u306e\u5b9f\u8df5\u7684\u306a\u4f53\u9a13\u306b\u3088\u308a\u3001\u5b66\u7fd2\u8005\u306f\u30b3\u30fc\u30b9\u3067\u5b66\u3093\u3060\u5185\u5bb9\u3092\u76f4\u63a5\u5fdc\u7528\u3057\u3001\u81ea\u4fe1\u3068\u5b9f\u52d9\u3078\u306e\u5099\u3048\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u306f\u3001\u30b3\u30fc\u30b9\u306b\u9b45\u529b\u7684\u306a\u30e9\u30dc\u3092\u8a2d\u8a08\u3059\u308b\u969b\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\n<h2><strong>\u30b3\u30fc\u30b9\u306b\u30e9\u30dc\u3092\u542b\u3081\u308b\u7406\u7531\u3068\u306f\uff1f<\/strong><\/h2>\n<p><i><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306b\u3088\u308a\u3001\u5b66\u7fd2\u8005\u306f\u4ee5\u4e0b\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u3092\u96e2\u308c\u305a\u306b\u3001\u5b9f\u969b\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3067\u30b9\u30ad\u30eb\u3092\u6f14\u7fd2\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b66\u3093\u3060\u30b9\u30ad\u30eb\u3092\u5b9f\u969b\u306e\u8077\u5834\u3067\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5185\u5bb9\u306b\u4e3b\u4f53\u7684\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u3067\u3001\u7406\u89e3\u306e\u5b9a\u7740\u3068\u5b66\u7fd2\u6210\u679c\u3092\u5411\u4e0a\u3055\u305b\u308b<\/span><\/li>\n<\/ul>\n<h2><strong>\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306f3\u3064\u306e\u6a5f\u80fd\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059:<\/strong><\/h2>\n<ol>\n<li style=\"font-weight: 400;\"><b>\u30d3\u30c7\u30aa\u6307\u5c0e: <\/b><span style=\"font-weight: 400;\">\u3053\u308c\u307e\u3067\u6210\u679c\u3092\u51fa\u3057\u3066\u3044\u308b\u30d3\u30c7\u30aa\u30ec\u30af\u30c1\u30e3\u30fc\u5f62\u5f0f\u3092\u57fa\u76e4\u306b\u3001\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306f\u30d3\u30c7\u30aa\u306b\u3088\u308b\u8aac\u660e\u3092\u4e2d\u5fc3\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u30e9\u30dc\u30bf\u30b9\u30af: <\/b><span style=\"font-weight: 400;\">\u65b0\u3057\u3044\u30b9\u30ad\u30eb\u3092\u6f14\u7fd2\u3067\u304d\u308b\u3088\u3046\u3001\u5b66\u7fd2\u8005\u306b\u624b\u9806\u3068\u5fc5\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u793a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>IT\u30b9\u30ad\u30eb\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9: <\/b><span style=\"font-weight: 400;\">\u3042\u3089\u304b\u3058\u3081\u69cb\u6210\u3055\u308c\u305f\u74b0\u5883\u306b\u3088\u308a\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306a\u3057\u3067\u5373\u5ea7\u306b\u6f14\u7fd2\u3092\u958b\u59cb\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<h1><strong>\u8cea\u306e\u9ad8\u3044\u30e9\u30dc\u3092\u8a2d\u8a08\u3059\u308b<\/strong><\/h1>\n<h3><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u53d6\u308a\u5165\u308c\u308b\u5834\u6240\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u306e\u4e2d\u3067\u3001\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u914d\u7f6e\u3059\u308b\u3053\u3068\u3067\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u3092\u5f37\u5316\u3067\u304d\u3001\u5b66\u7fd2\u76ee\u6a19\u3068\u3082\u5408\u81f4\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u3092\u898b\u6975\u3081\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2705<\/span><b>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b66\u7fd2\u76ee\u6a19\u306b\u6700\u9069\u306a\u30e9\u30dc\u306e\u7a2e\u985e\u3092\u9078\u629e\u3057\u307e\u3059:<\/span>\n<ul>\n<li style=\"font-weight: 400;\"><b>\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc:<\/b><span style=\"font-weight: 400;\"> \u5b66\u7fd2\u8005\u304c\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u3001\u8b1b\u5e2b\u304c\u4f5c\u696d\u30d7\u30ed\u30bb\u30b9\u3092\u793a\u3057\u306a\u304c\u3089\u6bb5\u968e\u7684\u306b\u89e3\u8aac\u3059\u308b\u5f62\u5f0f\u306e\u30e9\u30dc\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc: <\/b><span style=\"font-weight: 400;\">\u90e8\u5206\u7684\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u3064\u3064\u3001\u5b66\u7fd2\u8005\u304c\u4e0e\u3048\u3089\u308c\u305f\u69cb\u9020\u3084\u30ea\u30bd\u30fc\u30b9\u3092\u4f7f\u3063\u3066\u81ea\u5206\u3067\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u53d6\u308a\u7d44\u3080\u5f62\u5f0f\u306e\u30e9\u30dc\u3002<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5404\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u304c\u5bfe\u5fdc\u3059\u308b\u30ec\u30af\u30c1\u30e3\u30fc\u3067\u6559\u3048\u305f\u30b9\u30ad\u30eb\u3092\u76f4\u63a5\u652f\u3048\u308b\u5185\u5bb9\u306b\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u3001\u8a2d\u5b9a\u3057\u305f\u5b66\u7fd2\u76ee\u6a19\u3068\u660e\u78ba\u306b\u7d50\u3073\u3064\u3051\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u30c7\u30d0\u30a4\u30b9\u306b\u4f9d\u5b58\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3057\u3001PC\u3068Mac\u306e\u53cc\u65b9\u3067\u540c\u7b49\u306b\u6a5f\u80fd\u3059\u308b\u3088\u3046\u306b\u3059\u308b<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud83d\udca1 <\/span><b>\u4f8b:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">matplotlib\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u30ec\u30af\u30c1\u30e3\u30fc\u306e\u5f8c\u306b\u3001\u5b66\u7fd2\u8005\u304c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308bJupyter Notebook\u306e<\/span><b>\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc<\/b><span style=\"font-weight: 400;\">\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">pandas\u306e\u57fa\u790e\u3092\u6559\u3048\u305f\u5f8c\u306b\u3001\u5b66\u7fd2\u8005\u304c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3068\u5206\u6790\u3092\u81ea\u5206\u3067\u884c\u3046<\/span><b>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc<\/b><span style=\"font-weight: 400;\">\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u751f\u6210AI<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30ec\u30af\u30c1\u30e3\u30fc\u306e\u5f8c\u306b\u3001\u5b66\u7fd2\u8005\u304cGPT\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u30fb\u691c\u8a3c\u3059\u308b<\/span><b>\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc<\/b><span style=\"font-weight: 400;\">\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u5f8c\u306b\u3001\u5b66\u7fd2\u8005\u304c\u81ea\u5206\u5c02\u7528\u306eAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/span><b>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc<\/b><span style=\"font-weight: 400;\">\u3092\u914d\u7f6e\u3059\u308b\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AWS<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30af\u30e9\u30a6\u30c9\u306e\u57fa\u790e\u306b\u95a2\u3059\u308b\u30ec\u30af\u30c1\u30e3\u30fc\u306e\u5f8c\u306b\u3001\u5b66\u7fd2\u8005\u304c\u521d\u3081\u3066\u306eEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u30fb\u8a2d\u5b9a\u3059\u308b<\/span><b>AWS\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc<\/b><span style=\"font-weight: 400;\">\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u3001\u5b66\u7fd2\u8005\u304cAWS Lambda\u3068API Gateway\u3092\u4f7f\u3063\u3066\u5b8c\u5168\u306aAPI\u3092\u69cb\u7bc9\u3059\u308b<\/span><b>\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc<\/b><span style=\"font-weight: 400;\">\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/span><\/li>\n<\/ul>\n<h1><strong>\u30e9\u30dc\u4ed8\u304d\u30ec\u30af\u30c1\u30e3\u30fc\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/h1>\n<p><span style=\"font-weight: 400;\">\u300c\u30e9\u30dc\u4ed8\u304d\u30ec\u30af\u30c1\u30e3\u30fc\u300d\u306e\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u9805\u76ee\u3092\u9078\u629e\u3057\u3066\u958b\u59cb\u3057\u307e\u3059\u3002\u30e9\u30dc\u306e\u8981\u70b9\u3092\u6349\u3048\u3001\u5b66\u7fd2\u8005\u304c\u3069\u306e\u30b9\u30ad\u30eb\u3092\u6f14\u7fd2\u3059\u308b\u304b\u304c\u308f\u304b\u308b\u3001\u660e\u78ba\u3067\u8aac\u660e\u7684\u306a\u30bf\u30a4\u30c8\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u3001\u30b3\u30fc\u30b9\u30b3\u30f3\u30c6\u30f3\u30c4\u5185\u306e\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u9805\u76ee\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-35368 size-large\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-1024x638.png\" alt=\"\" width=\"600\" height=\"374\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-1024x638.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-300x187.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-768x479.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1.png 1266w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-35354 size-large\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-1024x337.png\" alt=\"\" width=\"600\" height=\"197\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-1024x337.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-300x99.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-768x252.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-1536x505.png 1536w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2.png 1743w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u2705<\/span><b>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/b><br \/>\n:<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b66\u7fd2\u76ee\u6a19\u306b\u660e\u78ba\u306b\u6cbf\u3063\u305f\u3001\u5177\u4f53\u7684\u306a\u30bf\u30a4\u30c8\u30eb\u3092\u4f5c\u6210\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u6f14\u7fd2\u3059\u308b\u4e3b\u8981\u30b9\u30ad\u30eb\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b66\u7fd2\u8005\u306e\u76ee\u6a19\u306b\u95a2\u9023\u3057\u3001\u9b45\u529b\u7684\u306a\u30bf\u30a4\u30c8\u30eb\u3068\u3059\u308b<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud83d\udca1 <\/span><b>\u30e9\u30dc\u30bf\u30a4\u30c8\u30eb\u4f8b:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc:\u300c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316: Matplotlib\u3067\u52d5\u7684\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc:\u300c\u30c7\u30fc\u30bf\u52a0\u5de5\u30c1\u30e3\u30ec\u30f3\u30b8: Pandas\u3067\u5b9f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u5206\u6790\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u751f\u6210AI<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc:\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6975\u610f: \u6b63\u78ba\u306a\u51fa\u529b\u306e\u305f\u3081\u306e\u52b9\u679c\u7684\u306aGPT\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc:\u300cAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b: \u7279\u5b9a\u30bf\u30b9\u30af\u5411\u3051\u306b\u30e2\u30c7\u30eb\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AWS<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc:\u300c\u521d\u3081\u3066\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d0\u30fc\u8d77\u52d5: EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u69cb\u7bc9\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc:\u300c\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9API\u30c1\u30e3\u30ec\u30f3\u30b8: Lambda\u3068API Gateway\u3067\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<div class=\"section-break\"><\/div>\n<h3><span style=\"font-weight: 400;\">\u30e9\u30dc\u30d3\u30c7\u30aa\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u91cd\u8981: \u30ec\u30af\u30c1\u30e3\u30fc\u306b\u30d3\u30c7\u30aa\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u5f8c\u3067\u306a\u3044\u3068\u3001\u300c\u30e9\u30dc\u300d\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u4f7f\u7528\u3067\u304d\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30e9\u30dc\u306e\u30d3\u30c7\u30aa\u3092\u8ffd\u52a0\u3057\u3001\u51e6\u7406\u304c\u5b8c\u4e86\u3059\u308b\u307e\u3067\u5f85\u3061\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u300c+\u30e9\u30dc\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30e9\u30dc\u3092\u4f5c\u6210\u3057\u3001\u30e9\u30dc\u30a8\u30c7\u30a3\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35397\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-1024x468.png\" alt=\"\" width=\"600\" height=\"274\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-1024x468.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-300x137.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-768x351.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3.png 1478w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35383\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-1024x470.png\" alt=\"\" width=\"600\" height=\"275\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-1024x470.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-300x138.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-768x352.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4.png 1475w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<h3><strong>\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u30a8\u30c7\u30a3\u30bf\u3067\u30e9\u30dc\u3092\u7de8\u96c6\u3059\u308b<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u30013\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u30d7\u30ed\u30bb\u30b9\u306b\u5f93\u3044\u307e\u3059:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u8a08\u753b\u3059\u308b: \u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u9078\u629e\u3057\u3001\u30b9\u30bf\u30fc\u30bf\u30fc\u30b3\u30fc\u30c9\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af\u3092\u4f5c\u6210\u3059\u308b: \u30e9\u30dc\u3092\u8907\u6570\u306e\u30bf\u30b9\u30af\u8981\u7d20\u306b\u5206\u5272\u3057\u3066\u69cb\u6210\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u516c\u958b\u3059\u308b: \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8ffd\u52a0\u3057\u3001\u30e9\u30dc\u3092\u5b8c\u6210\u3055\u305b\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<h3><strong>\u30e9\u30dc\u3092\u8a08\u753b\u3059\u308b<\/strong><\/h3>\n<h5><strong>\u30e9\u30dc\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u9078\u629e\u3059\u308b: <\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">\u5229\u7528\u53ef\u80fd\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u304b\u3089\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306e\u5c02\u9580\u9818\u57df\u3068\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35411\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-1024x653.png\" alt=\"\" width=\"600\" height=\"383\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-1024x653.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-300x191.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-768x490.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5.png 1252w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<h6><i><span style=\"font-weight: 400;\">\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e\u7a2e\u985e: Udemy\u74b0\u5883\u3068\u500b\u4eba\u74b0\u5883<\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3067\u306f\u3001Udemy Pro\u767b\u9332\u8005\u5411\u3051\u306bUdemy\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u4e00\u90e8\u306e\u5b66\u7fd2\u8005\u306f\u3001\u4ee3\u308f\u308a\u306b\u81ea\u5206\u306e\u500b\u4eba\u74b0\u5883\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Udemy\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3068\u500b\u4eba\u74b0\u5883\u306e\u30dd\u30ea\u30b7\u30fc\u3084\u5236\u9650\u306e\u9055\u3044\u3092\u8e0f\u307e\u3048\u3001\u3059\u3079\u3066\u306e\u5b66\u7fd2\u8005\u304c\u5229\u7528\u3067\u304d\u308b\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u8a2d\u8a08\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u3059\u3079\u3066\u306e\u53d7\u8b1b\u751f\u306b\u4e00\u8cab\u3057\u305f\u5b66\u7fd2\u4f53\u9a13\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u3001Udemy\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e<\/span><a href=\"https:\/\/www.udemy.com\/developers\/labs\/intro\"><span style=\"font-weight: 400;\">\u6280\u8853\u4ed5\u69d8<\/span><\/a><span style=\"font-weight: 400;\">\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/span><\/li>\n<\/ul>\n<h5><strong>\u30b9\u30bf\u30fc\u30bf\u30fc\u30b3\u30fc\u30c9\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b: <\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">\u5b66\u7fd2\u8005\u5411\u3051\u306bUdemy\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3078\u4e8b\u524d\u8aad\u307f\u8fbc\u307f\u3055\u308c\u308b\u30b9\u30bf\u30fc\u30bf\u30fc\u30b3\u30fc\u30c9\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Jupyter\u30e9\u30dc\u306e\u5834\u5408\u3001\u5fc5\u8981\u306aipynb\u30d5\u30a1\u30a4\u30eb\u3068\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\uff08\u4f8b: CSV\uff09\u3092\u3059\u3079\u3066\u542b\u3080zip\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b9\u30bf\u30fc\u30bf\u30fc\u30b3\u30fc\u30c9\u306ezip\u30d5\u30a1\u30a4\u30eb\u540d\u304b\u3089\u30b9\u30da\u30fc\u30b9\u3092\u524a\u9664\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\">\u30e9\u30dc\u3092\u30d7\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u3001\u30b9\u30bf\u30fc\u30bf\u30fc\u30d5\u30a1\u30a4\u30eb\u304c\u6b63\u3057\u304f\u8aad\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li style=\"font-weight: 400;\">\u521d\u671f\u306ezip\u30d5\u30a1\u30a4\u30eb\u306b\u542b\u307e\u308c\u308bMakefile\u3092<b>\u524a\u9664\u3057\u306a\u3044<\/b><\/li>\n<li style=\"font-weight: 400;\">__MACOSX\u3001.DS_Store\u3001.git\u3001.gitignore\u3001*.pnp.cjs\u3001pycache\u3001node_modules\u3001.yarn\u306a\u3069\u306e\u4e0d\u8981\u306a\u30d5\u30a1\u30a4\u30eb\u3092<b>\u542b\u3081\u306a\u3044<\/b><\/li>\n<\/ul>\n<div class=\"section-break\"><\/div>\n<h4><strong>\u30bf\u30b9\u30af\u3092\u4f5c\u6210\u3057\u3001\u53c2\u7167\u30b3\u30fc\u30c9\u3092\u8ffd\u52a0\u3059\u308b<\/strong><\/h4>\n<h5><strong>\u30e9\u30dc\u30bf\u30b9\u30af\u306e\u8ffd\u52a0<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">\u30e9\u30dc\u30bf\u30b9\u30af\u306f\u3001\u30e9\u30dc\u5168\u4f53\u306e\u76ee\u6a19\u306b\u5411\u3051\u305f\u4e00\u9023\u306e\u624b\u9806\u3092\u307e\u3068\u3081\u305f\u8ad6\u7406\u7684\u306a\u5358\u4f4d\u3067\u3059\u3002<\/span><\/p>\n<h6><strong><i>\u30bf\u30b9\u30af\u30bf\u30a4\u30c8\u30eb\u3092\u5165\u529b\u3059\u308b: <\/i><\/strong><\/h6>\n<p><span style=\"font-weight: 400;\">\u5404\u30bf\u30b9\u30af\u306b\u306f\u3001\u5b66\u7fd2\u8005\u304c\u6b21\u306e\u30d1\u30fc\u30c8\u306b\u9032\u3080\u524d\u306b\u9054\u6210\u3059\u3079\u304d\u5185\u5bb9\u304c\u308f\u304b\u308b\u660e\u78ba\u306a\u30bf\u30a4\u30c8\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35425\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b66\u7fd2\u8005\u304c\u9054\u6210\u3059\u3079\u304d\u5177\u4f53\u7684\u306a\u6210\u679c\u3092\u793a\u3059\u30bf\u30b9\u30af\u30bf\u30a4\u30c8\u30eb\u3068\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8aac\u660e\u306f10\u8a9e\u4ee5\u5185\u306b\u7c21\u6f54\u306b\u3057\u3001\u30bf\u30b9\u30af\u306e\u76ee\u7684\u304c\u660e\u78ba\u306b\u4f1d\u308f\u308b\u3088\u3046\u306b\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b66\u7fd2\u8005\u304c\u30bf\u30b9\u30af\u306e\u76ee\u7684\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u3001\u5fc5\u8981\u6700\u5c0f\u9650\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3059\u308b<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud83d\udca1 <\/span><b>\u30bf\u30b9\u30af\u30bf\u30a4\u30c8\u30eb\u4f8b: <\/b><\/p>\n<p><span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc:\u300c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316: Matplotlib\u3067\u52d5\u7684\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af1:\u300c\u53ef\u8996\u5316\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u6e96\u5099\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af2:\u300c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6a5f\u80fd\u4ed8\u304d\u306e\u30ec\u30b9\u30dd\u30f3\u30b7\u30d6\u306a\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af3:\u300c\u30b0\u30e9\u30d5\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u6ce8\u91c8\u3068\u30b9\u30bf\u30a4\u30eb\u3092\u8ffd\u52a0\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc:\u300c\u30c7\u30fc\u30bf\u52a0\u5de5\u30c1\u30e3\u30ec\u30f3\u30b8: Pandas\u3067\u5b9f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u5206\u6790\u3059\u308b\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af1:\u300c\u96d1\u591a\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8aad\u307f\u8fbc\u307f\u3001\u5185\u5bb9\u3092\u78ba\u8a8d\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af2:\u300c\u6b20\u640d\u5024\u3068\u5916\u308c\u5024\u3092\u51e6\u7406\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af3:\u300c\u30ab\u30c6\u30b4\u30ea\u30fc\u5225\u306e\u96c6\u8a08\u30b5\u30de\u30ea\u7d71\u8a08\u60c5\u5831\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u751f\u6210AI<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc:\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6975\u610f: \u6b63\u78ba\u306a\u51fa\u529b\u306e\u305f\u3081\u306e\u52b9\u679c\u7684\u306aGPT\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af1:\u300c\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u306e\u305f\u3081\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af2:\u300c\u5236\u7d04\u30c6\u30af\u30cb\u30c3\u30af\u3092\u9069\u7528\u3057\u3066\u5fdc\u7b54\u3092\u7d5e\u308a\u8fbc\u3080\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af3:\u300c\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u601d\u8003\u9023\u9396\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5b9f\u88c5\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc:\u300cAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b: \u7279\u5b9a\u30bf\u30b9\u30af\u5411\u3051\u306b\u30e2\u30c7\u30eb\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af1:\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6e96\u5099\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af2:\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3092\u8a2d\u5b9a\u3057\u3066\u958b\u59cb\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af3:\u300c\u5c02\u9580\u30e2\u30c7\u30eb\u3092\u30c6\u30b9\u30c8\u3057\u3066\u8a55\u4fa1\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AWS<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30d5\u30a9\u30ed\u30fc\u30a2\u30ed\u30f3\u30b0\u30e9\u30dc:\u300c\u521d\u3081\u3066\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d0\u30fc\u8d77\u52d5: EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u69cb\u7bc9\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af1:\u300c\u30b5\u30fc\u30d0\u30fc\u30a2\u30af\u30bb\u30b9\u7528\u306e\u5b89\u5168\u306a\u30ad\u30fc\u30da\u30a2\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af2:\u300cEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3057\u3066\u69cb\u6210\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af3:\u300cSSH\u3092\u4ecb\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u30ac\u30a4\u30c9\u4ed8\u304d\u5b9f\u8df5\u30e9\u30dc:\u300c\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9API\u30c1\u30e3\u30ec\u30f3\u30b8: Lambda\u3068API Gateway\u3067\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af1:\u300c\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306eLambda\u95a2\u6570\u3092\u4f5c\u6210\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af2:\u300cAPI Gateway\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af3:\u300c\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9API\u3092\u30b5\u30f3\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u30c6\u30b9\u30c8\u3059\u308b\u300d<\/span><\/li>\n<\/ul>\n<h6><i><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u5165\u529b\u3059\u308b: <\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\">\u5404\u30bf\u30b9\u30af\u304c\u30e9\u30dc\u7528\u30d3\u30c7\u30aa\u306e\u3069\u306e\u6642\u70b9\uff08\u79d2\u5358\u4f4d\uff09\u3067\u59cb\u307e\u308b\u304b\u3092\u6b63\u78ba\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306f\u30d3\u30c7\u30aa\u30d7\u30ec\u30fc\u30e4\u30fc\u4e0a\u3067\u30af\u30ea\u30c3\u30af\u53ef\u80fd\u306a\u30de\u30fc\u30ab\u30fc\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u3001\u5b66\u7fd2\u8005\u304c\u8a72\u5f53\u30bf\u30b9\u30af\u3078\u7d20\u65e9\u304f\u79fb\u52d5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35439\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<div class=\"section-break\"><\/div>\n<h6><i><span style=\"font-weight: 400;\">\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b:<\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\"> \u8a72\u5f53\u3059\u308b\u5834\u5408\u306f\u5404\u30bf\u30b9\u30af\u306b\u300c\u53c2\u7167\u30b3\u30fc\u30c9\u300d\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u53c2\u7167\u30b3\u30fc\u30c9\u306f\u3001\u5b66\u7fd2\u8005\u304c\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306b\u30b3\u30d4\u30fc\/\u30da\u30fc\u30b9\u30c8\u3067\u304d\u308b\u30b3\u30fc\u30c9\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u5b66\u7fd2\u8005\u304c\u81ea\u5206\u306e\u4f5c\u696d\u5185\u5bb9\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002\u5229\u7528\u4f8b\u3068\u3057\u3066\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u884c\u304d\u8a70\u307e\u3063\u305f\u3068\u304d\u306b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u78ba\u8a8d\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u81ea\u5206\u306e\u9032\u3081\u65b9\u306b\u4e0d\u5b89\u304c\u3042\u308b\u3068\u304d\u306b\u691c\u8a3c\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u81ea\u5206\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u5b8c\u6210\u3057\u305f\u5f8c\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6bd4\u8f03\u3059\u308b<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35453\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b3\u30fc\u30c9\u306e\u6574\u7406\u3068\u6587\u66f8\u5316<\/span>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b9f\u88c5\u306e\u9078\u629e\u306e\u80cc\u5f8c\u306b\u3042\u308b\u7406\u7531\u3092\u8aac\u660e\u3059\u308b\u8a73\u7d30\u306a\u30b3\u30e1\u30f3\u30c8\u3092\u542b\u3081\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u6982\u8981\u3092\u542b\u3080README\u30d5\u30a1\u30a4\u30eb\u3092\u8ffd\u52a0\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u524d\u63d0\u3068\u3057\u305f\u5185\u5bb9\u3084\u691c\u8a0e\u3057\u305f\u4ee3\u66ff\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u8a18\u9332\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4e00\u8cab\u3057\u305f\u547d\u540d\u898f\u5247\u3068\u30b3\u30fc\u30c9\u69cb\u9020\u3092\u4f7f\u7528\u3059\u308b<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u6574\u7136\u3068\u3057\u305f\u30b3\u30fc\u30c9<\/span>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u3092\u8ad6\u7406\u7684\u306a\u30bb\u30af\u30b7\u30e7\u30f3\u307e\u305f\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u6574\u7406\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30b3\u30fc\u30c9\u306e\u6574\u7406\u306b\u95a2\u3059\u308b\u696d\u754c\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3046<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u9069\u5207\u306a\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3092\u542b\u3081\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30af\u30ea\u30fc\u30f3\u3067\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3057\u3084\u3059\u3044\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u793a\u3059<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u53c2\u7167\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u4e0d\u8981\u306a\u30b7\u30b9\u30c6\u30e0\u30d5\u30a1\u30a4\u30eb\uff08\u4f8b\uff1a__MACOSX\u3001.DS_Store\uff09\u3092\u542b\u3081\u306a\u3044<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4e0d\u8981\u306a\u30d5\u30a9\u30eb\u30c0\u306e\u30cd\u30b9\u30c8\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u3001\u6700\u4e0a\u4f4d\u306b\u53c2\u7167\u30d5\u30a1\u30a4\u30eb\u3092\u8ffd\u52a0\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Jupyter\u30e9\u30dc\u3067\u306f\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304b\u3089HTML\u30d5\u30a1\u30a4\u30eb\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u53c2\u7167\u30b3\u30fc\u30c9\u3068\u3057\u3066\u542b\u3081\u308b<\/span><\/li>\n<\/ul>\n<h6><i><span style=\"font-weight: 400;\">\u30bf\u30b9\u30af\u30ea\u30bd\u30fc\u30b9\u3092\u8ffd\u52a0\u3059\u308b: <\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\">\u5b66\u7fd2\u8005\u304c\u30bf\u30b9\u30af\u306b\u53d6\u308a\u7d44\u3080\u969b\u306b\u4f7f\u7528\u307e\u305f\u306f\u53c2\u7167\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30a2\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30a2\u30bb\u30c3\u30c8\u3068\u306f\u3001\u5b66\u7fd2\u8005\u304c\u30bf\u30b9\u30af\u306b\u53d6\u308a\u7d44\u3080\u969b\u306b\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30ea\u30bd\u30fc\u30b9\u306e\u3053\u3068\u3067\u3059\u3002\u4f8b: <\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30d5\u30a1\u30a4\u30eb<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30c7\u30b6\u30a4\u30f3\u3057\u3066\u3044\u308b\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u306b\u8868\u793a\u3055\u308c\u308b\u3079\u304d\u753b\u50cf<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4f5c\u696d\u6642\u306b\u53c2\u7167\u3059\u308b\u305f\u3081\u306e\u30e2\u30c3\u30af\u30a2\u30c3\u30d7<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u304c\u5fc5\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308bJSON\/YAML\u30d5\u30a1\u30a4\u30eb<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35467\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<div class=\"section-break\"><\/div>\n<h4><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u516c\u958b\u3059\u308b<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u5b66\u7fd2\u8005\u5411\u3051\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8ffd\u52a0\u3057\u3066\u3001\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u5b8c\u6210\u3055\u305b\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30e9\u30dc\u306e\u63a8\u5b9a\u671f\u9593\u3092\u5165\u529b\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u95a2\u9023\u3059\u308b\u30c8\u30d4\u30c3\u30af\u3092\u30bf\u30b0\u4ed8\u3051\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u300c\u516c\u958b\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30e9\u30dc\u3092\u5b8c\u6210\u3055\u305b\u308b<\/span><\/li>\n<\/ol>\n<p>\u30e1\u30e2: \u5b66\u7fd2\u8005\u304c\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u306b\u306f\u3001\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u4ed8\u304d\u30ec\u30af\u30c1\u30e3\u30fc\u3082\u516c\u958b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35481\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-1024x432.png\" alt=\"\" width=\"600\" height=\"253\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-1024x432.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-300x127.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-768x324.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-1536x648.png 1536w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10.png 1539w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<h1><strong>\u9b45\u529b\u7684\u306a\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306e\u4f5c\u6210\u3092\u59cb\u3081\u308b<\/strong><\/h1>\n<p><span style=\"font-weight: 400;\">\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306f\u3001\u5b66\u7fd2\u8005\u304c\u73fe\u5b9f\u7684\u306a\u74b0\u5883\u3067IT\u30b9\u30ad\u30eb\u3092\u5b9f\u8df5\u7684\u306b\u8eab\u306b\u3064\u3051\u308b\u8cb4\u91cd\u306a\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u306b\u6cbf\u3063\u3066\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u5b66\u7fd2\u8005\u304c\u81ea\u4fe1\u3092\u3064\u3051\u3001\u554f\u984c\u89e3\u6c7a\u529b\u3092\u9ad8\u3081\u3001\u5b9f\u52d9\u306b\u5099\u3048\u308b\u305f\u3081\u306e\u6709\u610f\u7fa9\u3067\u5b9f\u8df5\u7684\u306a\u5b66\u7fd2\u4f53\u9a13\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6e96\u5099\u306f\u3067\u304d\u307e\u3057\u305f\u304b\uff1f\u30b3\u30fc\u30b9\u306e\u4e2d\u3067\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u4fa1\u5024\u304c\u9ad8\u307e\u308b\u91cd\u8981\u306a\u30ec\u30af\u30c1\u30e3\u30fc\u3092\u898b\u6975\u3081\u3001\u9069\u5207\u306a\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092\u8a2d\u8a08\u3057\u3001\u5b66\u7fd2\u8005\u306b\u5411\u3051\u305f\u660e\u78ba\u306a\u76ee\u6a19\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u4e01\u5be7\u306b\u8a08\u753b\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306f\u5b66\u7fd2\u3092\u3088\u308a\u9b45\u529b\u7684\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3001\u305d\u3057\u3066\u52b9\u679c\u7684\u306a\u3082\u306e\u306b\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u3068\u306f\u4f55\u3067\u3059\u304b? \u30b3\u30fc\u30b9\u5185\u30e9\u30dc\u306f\u3001\u5b66\u7fd2\u8005\u304c\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3068\u547c\u3070\u308c\u308b\u5b9f\u74b0\u5883\u3067IT\u30b9\u30ad\u30eb\u3092\u5b9f\u7fd2\u3067\u304d\u308b\u65b0\u3057\u3044\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u9805\u76ee\u3067\u3059\u3002\u3053\u306e\u5b9f\u8df5\u7684\u306a\u4f53\u9a13\u306b\u3088\u308a\u3001\u5b66\u7fd2\u8005\u306f\u30b3\u30fc\u30b9\u3067\u5b66\u3093\u3060\u5185\u5bb9\u3092\u76f4\u63a5\u5fdc\u7528\u3057\u3001\u81ea\u4fe1\u3068\u5b9f\u52d9\u3078\u306e\u5099\u3048\u3092\u9ad8 [&hellip;]<\/p>\n","protected":false},"author":124,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-36662","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/pages\/36662","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/users\/124"}],"replies":[{"embeddable":true,"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/comments?post=36662"}],"version-history":[{"count":2,"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/pages\/36662\/revisions"}],"predecessor-version":[{"id":37101,"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/pages\/36662\/revisions\/37101"}],"wp:attachment":[{"href":"https:\/\/teach.udemy.com\/ja\/wp-json\/wp\/v2\/media?parent=36662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}