{"id":5268,"date":"2025-04-04T18:44:17","date_gmt":"2025-04-04T09:44:17","guid":{"rendered":"https:\/\/www.engineer-factory.com\/media\/?p=5268"},"modified":"2025-04-08T17:55:05","modified_gmt":"2025-04-08T08:55:05","slug":"%e3%80%902025%e5%b9%b4%e6%9c%80%e6%96%b0%e3%80%91%e4%bb%8a%e3%81%95%e3%82%89%e8%81%9e%e3%81%91%e3%81%aa%e3%81%84it%e7%94%a8%e8%aa%9e%e4%b8%80%e8%a6%a7%ef%bc%81%e5%9f%ba%e7%a4%8e%e3%81%8b%e3%82%89","status":"publish","type":"post","link":"https:\/\/www.engineer-factory.com\/media\/skill\/5268\/","title":{"rendered":"\u30102025\u5e74\u6700\u65b0\u3011\u4eca\u3055\u3089\u805e\u3051\u306a\u3044IT\u7528\u8a9e\u4e00\u89a7\uff01\u57fa\u790e\u304b\u3089\u6700\u65b0\u30c8\u30ec\u30f3\u30c9\u307e\u3067\u89e3\u8aac"},"content":{"rendered":"\n<p>\u300c\u306a\u3093\u3068\u306a\u304f\u77e5\u3063\u3066\u308b\u300d\u3092\u300c\u3061\u3083\u3093\u3068\u308f\u304b\u308b\u300d\u306b\u3002AI\u304b\u3089IoT\u3001\u30af\u30e9\u30a6\u30c9\u3001\u91cf\u5b50\u6697\u53f7\u307e\u3067\u3001\u5909\u5316\u306e\u6fc0\u3057\u3044IT\u306e\u4e16\u754c\u3067\u306f\u3001\u4eca\u3069\u3093\u306a\u8a00\u8449\u304c\u751f\u307e\u308c\u3001\u3069\u3093\u306a\u6280\u8853\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3092\u77e5\u3063\u3066\u304a\u304f\u3053\u3068\u304c\u5927\u304d\u306a\u6b66\u5668\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u7528\u8a9e\u96c6\u306f\u5358\u306a\u308b\u8f9e\u66f8\u3067\u306f\u306a\u304f<strong><span class=\"swl-marker mark_yellow\">\u300c\u4eca\u3053\u306e\u7528\u8a9e\u304c\u306a\u305c\u5927\u4e8b\u306a\u306e\u304b\u300d\u300c\u77e5\u3063\u3066\u304a\u304f\u3068\u4f55\u306b\u5f79\u7acb\u3064\u306e\u304b\u300d\u306b\u3082\u89e6\u308c\u306a\u304c\u3089\u3001IT\u306e\u4e16\u754c\u3092\u3056\u3063\u3068\u4fef\u77b0\u3067\u304d\u308b\u8aad\u307f\u7269\u3068\u3057\u3066\u69cb\u6210<\/span><\/strong>\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u7528\u8a9e\u306b\u3064\u3044\u3066\u4eba\u304b\u3089\u805e\u304b\u308c\u308b\u6a5f\u4f1a\u3082\u591a\u3044\u3082\u306e\u3002\u805e\u304b\u308c\u305f\u3068\u304d\u306b\u56f0\u3063\u3066\u3057\u307e\u308f\u306a\u3044\u3088\u3046\u306b\u3001\u77e5\u8b58\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u65b0\u3057\u3044IT\u7528\u8a9e\u3084\u30c8\u30ec\u30f3\u30c9\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u63a2\u3057\u3066\u3044\u308b\u4eba\u306f\u3001\u305c\u3072\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-style-bg_stripe\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1090\" height=\"558\" src=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp\" alt=\"\" class=\"wp-image-6584\" srcset=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp 1090w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-300x154.webp 300w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-1024x524.webp 1024w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-768x393.webp 768w\" sizes=\"(max-width: 1090px) 100vw, 1090px\" \/><\/figure>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc<\/mark><\/strong>\u3067\u306f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6848\u4ef6\u30fb\u6c42\u4eba\u3092\u3054\u7d39\u4ecb\u3002<strong><span class=\"swl-marker mark_yellow\">\u63b2\u8f09\u4e2d\u306e\u6848\u4ef6\u306f10,000\u4ef6\u4ee5\u4e0a\u3002\u7d39\u4ecb\u3059\u308b\u6848\u4ef6\u306e\u5e73\u5747\u5e74\u5546\u306f810\u4e07\u5186\uff08\u203b2023\u5e744\u6708 \u9996\u90fd\u570f\u8fd1\u90ca\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\u5bfe\u8c61\uff09\u3067\u3001\u3054\u7d4c\u9a13\u30fb\u5fd7\u5411\u306b\u5408\u3063\u305f\u6848\u4ef6\u3068\u51fa\u4f1a\u3048\u307e\u3059\u3002<\/span><\/strong><br><br>\u7c21\u5358\u306a\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u5165\u529b\u3067\u3059\u3050\u306b\u30b5\u30dd\u30fc\u30c8\u3092\u958b\u59cb\u3002\u6848\u4ef6\u306b\u304a\u56f0\u308a\u306eIT\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u65b9\u3084\u3088\u308a\u9ad8\u6761\u4ef6\u306e\u6848\u4ef6\u3068\u5de1\u308a\u5408\u3044\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072\u3054\u767b\u9332\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75 is-style-fill u-mb-ctrl u-mb-0\"><a class=\"wp-block-button__link has-luminous-vivid-orange-background-color has-background wp-element-button\" href=\"https:\/\/www.engineer-factory.com\/freelance\/jobs?utm_source=EF_media&amp;utm_medium=post_top_cta\" style=\"border-radius:20px\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u3067\u4eca\u3059\u3050\u6848\u4ef6\u3092\u898b\u3066\u307f\u308b<\/strong><\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div id=\"rtoc-mokuji-wrapper\" class=\"rtoc-mokuji-content frame2 preset1 animation-fade rtoc_open default\" data-id=\"5268\" data-theme=\"SWELL CHILD\">\n\t\t\t<div id=\"rtoc-mokuji-title\" class=\"rtoc_btn_none rtoc_left\">\n\t\t\t\n\t\t\t<span>\u3053\u306e\u8a18\u4e8b\u306e\u76ee\u6b21<\/span>\n\t\t\t<\/div><ol class=\"rtoc-mokuji decimal_ol level-1\"><li class=\"rtoc-item\"><a href=\"#rtoc-1\"><a><\/a>A\uff5eZ\uff08\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u9806\uff09<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-2\"><a><\/a>\u30a2\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-3\"><a><\/a>\u30ab\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-4\"><a><\/a>\u30b5\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-5\"><a><\/a>\u30bf\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-6\"><a><\/a>\u30ca\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-7\"><a><\/a>\u30cf\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-8\"><a><\/a>\u30de\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-9\"><a><\/a>\u30e9\u884c<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-10\">IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6848\u4ef6\u63a2\u3057\u306a\u3089\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-11\">\u307e\u3068\u3081<\/a><\/li><\/ol><\/div><h2 id=\"rtoc-1\"  class=\"wp-block-heading\"><a><\/a>A\uff5eZ\uff08\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u9806\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>AGI\uff08\u4eba\u5de5\u6c4e\u7528\u77e5\u80fd\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">AGI\u3068\u306f\u4eba\u9593\u306e\u3088\u3046\u306b\u6c4e\u7528\u7684\u306a\u77e5\u7684\u30bf\u30b9\u30af\u3092\u3053\u306a\u305b\u308bAI<\/span><\/strong>\u3002\u7279\u5b9a\u9818\u57df\u306b\u7279\u5316\u3057\u305fNarrow AI\u3068\u306f\u7570\u306a\u308a\u3001\u672a\u77e5\u306e\u8ab2\u984c\u3078\u306e\u9069\u5fdc\u3001\u8ee2\u79fb\u5b66\u7fd2\u3001\u63a8\u8ad6\u3001\u5224\u65ad\u304c\u53ef\u80fd\u3068\u3055\u308c\u308b\u3002\u30e1\u30bf\u30e9\u30fc\u30cb\u30f3\u30b0\u3084\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u51e6\u7406\u3001\u5f37\u5316\u5b66\u7fd2\u306e\u9ad8\u5ea6\u5316\u306a\u3069\u304c\u9375\u3068\u306a\u308b\u3002\u73fe\u5728\u306eLLM\u306fAGI\u306b\u8fd1\u3065\u304d\u3064\u3064\u3042\u308b\u304c\u3001\u5b9f\u73fe\u306b\u306f\u81f3\u3063\u3066\u3044\u306a\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>AI TRiSM\uff08AI\u306e\u30c8\u30e9\u30b9\u30c8\uff0f\u30ea\u30b9\u30af\uff0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">AI TRiSM\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u30c8\u30e9\u30b9\u30c8\uff08\u4fe1\u983c\u6027\uff09\u30fb\u30ea\u30b9\u30af\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u7d71\u5408\u7684\u306b\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u67a0\u7d44\u307f\u3067\u3001Gartner\u304c\u63d0\u5531\u3059\u308b\u6982\u5ff5\u306e\u4e00\u3064<\/span><\/strong>\u3002AI\u6d3b\u7528\u304c\u9032\u3080\u4e2d\u3067\u3001\u51fa\u529b\u306e\u6b63\u78ba\u6027\u3084\u30d0\u30a4\u30a2\u30b9\u3001\u8aac\u660e\u8cac\u4efb\uff08Explainability\uff09\u3001\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3001\u653b\u6483\u8010\u6027\uff08\u4f8b\uff1a\u30c7\u30fc\u30bf\u30dd\u30a4\u30ba\u30cb\u30f3\u30b0\u3084\u30e2\u30c7\u30eb\u53cd\u8ee2\u653b\u6483\uff09\u306a\u3069\u304c\u65b0\u305f\u306a\u8ab2\u984c\u3068\u3057\u3066\u6d6e\u4e0a\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>AI TRiSM\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5bfe\u7b56\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Explainable AI\uff08XAI\uff09 \u306e\u5c0e\u5165\u306b\u3088\u308b\u5224\u65ad\u6839\u62e0\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n<li>ModelOps \/ MLOps \u3092\u901a\u3058\u305f\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406<\/li>\n\n\n\n<li>\u5dee\u5206\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3084\u30d5\u30a7\u30c7\u30ec\u30fc\u30c6\u30c3\u30c9\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u30c7\u30fc\u30bf\u4fdd\u8b77<\/li>\n\n\n\n<li>\u76e3\u67fb\u30ed\u30b0\u3084\u30dd\u30ea\u30b7\u30fc\u306b\u3088\u308b\u30ac\u30d0\u30ca\u30f3\u30b9\u5f37\u5316<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u5358\u306a\u308bAI\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u5411\u4e0a\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306eAI\u3092\u300c\u5b89\u5fc3\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u306b\u7d44\u307f\u8fbc\u3081\u308b\u72b6\u614b\u300d\u306b\u4fdd\u3064\u3053\u3068\u304c\u76ee\u7684\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306fLLM\u3092\u4e2d\u6838\u3068\u3057\u3001\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u6307\u793a\u304b\u3089\u76ee\u7684\u3092\u89e3\u91c8\u3057\u3001\u81ea\u5f8b\u7684\u306b\u8907\u6570\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308bAI\u30b7\u30b9\u30c6\u30e0\u3002<\/span><\/strong>\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3001\u5916\u90e8\u30c4\u30fc\u30eb\/API\u306e\u547c\u3073\u51fa\u3057\u3001\u72b6\u614b\u7ba1\u7406\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u30c1\u30e3\u30c3\u30c8\u5fdc\u7b54\u306b\u3068\u3069\u307e\u3089\u306a\u3044\u5b9f\u884c\u578b\u306e\u51e6\u7406\u304c\u53ef\u80fd\u3002AutoGPT\u3084AgentGPT\u3001LangChain\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u306a\u3069\u304c\u4ee3\u8868\u4f8b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Web\u691c\u7d22\u2192\u60c5\u5831\u6574\u7406\u2192\u30ec\u30dd\u30fc\u30c8\u751f\u6210<\/li>\n\n\n\n<li>\u793e\u5185\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316<\/li>\n\n\n\n<li>Python\u30b3\u30fc\u30c9\u306e\u751f\u6210\u3068\u5b9f\u884c\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3000\u306a\u3069<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>AI\u30ac\u30d0\u30ca\u30f3\u30b9<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">AI\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u306fAI\u306e\u8a2d\u8a08\u30fb\u958b\u767a\u30fb\u904b\u7528\u306b\u304a\u3044\u3066\u3001\u6cd5\u4ee4\u9075\u5b88\u30fb\u502b\u7406\u30fb\u793e\u4f1a\u7684\u8cac\u4efb\u3092\u62c5\u4fdd\u3059\u308b\u305f\u3081\u306e\u4f53\u5236\u3084\u30d7\u30ed\u30bb\u30b9\u5168\u822c\u3002<\/span><\/strong>\u6a5f\u68b0\u5b66\u7fd2\u306b\u7279\u6709\u306e\u30ea\u30b9\u30af\uff08\u30d0\u30a4\u30a2\u30b9\u3001\u8aac\u660e\u4e0d\u53ef\u80fd\u6027\u3001\u7d99\u7d9a\u5b66\u7fd2\u306b\u3088\u308b\u5909\u8cea\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u8457\u4f5c\u6a29\u30fb\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306a\u3069\uff09\u3092\u898b\u8d8a\u3057\u3001\u9069\u5207\u306a\u30eb\u30fc\u30eb\u8a2d\u8a08\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u8aac\u660e\u8cac\u4efb\u306e\u78ba\u4fdd\u3092\u884c\u3046\u3002<br><br>\u793e\u5185\u30dd\u30ea\u30b7\u30fc\u7b56\u5b9a\u3001\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u3001\u8aac\u660e\u53ef\u80fd\u6027\uff08XAI\uff09\u306e\u5c0e\u5165\u3001\u7b2c\u4e09\u8005\u306b\u3088\u308b\u8a55\u4fa1\u30fb\u76e3\u67fb\u4f53\u5236\u306e\u69cb\u7bc9\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u3002EU\u306eAI\u898f\u5236\u6cd5\uff08AI Act\uff09\u3084\u7d4c\u7523\u7701\u306eAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30fb\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3082\u5b9f\u52d9\u4e0a\u306e\u91cd\u8981\u8cc7\u6599\u3002<\/p>\n\n\n\n<p class=\"has-border -border01\">\u4f8b\uff1a \u793e\u5185\u3067\u306eAI\u30e2\u30c7\u30eb\u306e\u5229\u7528\u7533\u8acb\u30d5\u30ed\u30fc\u6574\u5099\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30dd\u30ea\u30b7\u30fc\u7b56\u5b9a\u3001AI\u502b\u7406\u59d4\u54e1\u4f1a\u306e\u8a2d\u7f6e\u306a\u3069\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">API\uff08Application Programming Interface\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">API\u3068\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u540c\u58eb\u304c\u6a5f\u80fd\u3084\u30c7\u30fc\u30bf\u3092\u3084\u308a\u3068\u308a\u3059\u308b\u305f\u3081\u306e\u6a19\u6e96\u5316\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/span><\/strong>\u3002HTTP\u30d9\u30fc\u30b9\u306eREST API\u3084gRPC\u3001GraphQL\u306a\u3069\u304c\u4ee3\u8868\u7684\u306a\u5b9f\u88c5\u5f62\u5f0f\u3002\u30b5\u30fc\u30d0\u30fc\u30fbDB\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u306b\u4e0d\u53ef\u6b20\u3067\u3001\u758e\u7d50\u5408\u306a\u8a2d\u8a08\u3084\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u57fa\u76e4\u6280\u8853\u3068\u306a\u308b\u3002<br><br>\u8a2d\u8a08\u306b\u306f\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u5b9a\u7fa9\u30fb\u8a8d\u8a3c\uff08API\u30ad\u30fc\u3084OAuth\uff09\u30fb\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\u30fb\u30ec\u30fc\u30c8\u5236\u9650\u306a\u3069\u304c\u95a2\u4fc2\u3057\u3001OpenAPI\uff08Swagger\uff09\u306b\u3088\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u751f\u6210\u3082\u4e00\u822c\u7684\u3002<\/p>\n\n\n\n<p class=\"has-border -border01\">\u4f8b\uff1a Google Maps API\u3001Slack API\u3001Stripe API\u3001ChatGPT API\u306a\u3069\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u306b\u304a\u3044\u3066\u3001API\u7d4c\u7531\u3067\u306e\u7d71\u5408\u306f\u3082\u306f\u3084\u524d\u63d0\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>Anywhere Operations\uff08\u30a8\u30cb\u30a6\u30a7\u30a2\u30fb\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u30ba\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">Anywhere Operations\u3068\u306f\u5f93\u696d\u54e1\u30fb\u9867\u5ba2\u30fb\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u304c\u7269\u7406\u7684\u306a\u5834\u6240\u306b\u4f9d\u5b58\u305b\u305a\u6a5f\u80fd\u3059\u308bIT\u904b\u7528\u30e2\u30c7\u30eb<\/span><\/strong>\u3002Gartner\u304c\u63d0\u5531\u3057\u305f\u6982\u5ff5\u3067\u3001\u5358\u306a\u308b\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306b\u3068\u3069\u307e\u3089\u305a\u3001IT\u30a4\u30f3\u30d5\u30e9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u904b\u7528\u7ba1\u7406\u3092\u524d\u63d0\u306b\u300c\u3069\u3053\u3067\u3082\u696d\u52d9\u304c\u5b8c\u7d50\u3059\u308b\u74b0\u5883\u300d\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u7279\u5fb4\u3002<br><br>\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eSaaS\u6d3b\u7528\u3001VDI\uff08\u4eee\u60f3\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\uff09\u3001\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u7ba1\u7406\uff08MDM\uff09\u306a\u3069\u304c\u69cb\u6210\u8981\u7d20\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4f8b\uff1a <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>VPN\u4e0d\u8981\u306e\u30af\u30e9\u30a6\u30c9\u30a2\u30d7\u30ea\u5229\u7528<\/li>\n\n\n\n<li>\u7269\u7406\u62e0\u70b9\u3092\u6301\u305f\u306a\u3044\u4f01\u696d\u306eIT\u904b\u7528<\/li>\n\n\n\n<li>\u30b5\u30dd\u30fc\u30c8\u696d\u52d9\u306e24\u6642\u9593\u5bfe\u5fdc\u4f53\u5236\u3000\u306a\u3069\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>AWS\uff08Amazon Web Services\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">AWS\u3068\u306f\u3001Amazon\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u7fa4<\/span><\/strong>\u3067\u3042\u308b\u30022006\u5e74\u306b\u5546\u7528\u63d0\u4f9b\u304c\u59cb\u307e\u308a\u3001\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\uff08EC2\uff09\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\uff08S3\uff09\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08RDS\u3001DynamoDB\uff09\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u5b9f\u884c\u74b0\u5883\uff08Lambda\uff09\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u30a4\u30f3\u30d5\u30e9\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3084\u53ef\u7528\u6027\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u4e16\u754c\u5404\u5730\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u5c55\u958b\u3068\u3044\u3063\u305f\u7279\u9577\u3092\u6301\u3061\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304b\u3089\u5927\u4f01\u696d\u3001\u884c\u653f\u6a5f\u95a2\u306b\u81f3\u308b\u307e\u3067\u5e45\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u3002IaC\uff08Infrastructure as Code\uff09\u306e\u5b9f\u8df5\u3067\u306f\u3001AWS CloudFormation\u3084Terraform\u3068\u3044\u3063\u305f\u30c4\u30fc\u30eb\u304c\u6d3b\u7528\u3055\u308c\u3001\u30a4\u30f3\u30d5\u30e9\u69cb\u6210\u306e\u81ea\u52d5\u5316\u3068\u4e00\u5143\u7ba1\u7406\u304c\u53ef\u80fd\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4e3b\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>EC2\uff0bRDS\uff0bALB \u306b\u3088\u308b3\u5c64Web\u30a2\u30d7\u30ea\u69cb\u6210<\/li>\n\n\n\n<li>Lambda\uff0bAPI Gateway\uff0bDynamoDB \u306b\u3088\u308b\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a2\u30d7\u30ea\u69cb\u6210<\/li>\n\n\n\n<li>ECS\uff08Fargate\uff09\u3092\u7528\u3044\u305f\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u69cb\u7bc9<\/li>\n\n\n\n<li>CloudWatch\u306b\u3088\u308b\u76e3\u8996\u3001CloudTrail\u306b\u3088\u308b\u64cd\u4f5c\u30ed\u30b0\u7ba1\u7406<\/li>\n\n\n\n<li>CloudFormation \/ Terraform\u306b\u3088\u308bIaC\u904b\u7528<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/www.engineer-factory.com\/media\/career\/4131\/\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>Azure\uff08\u30a2\u30b8\u30e5\u30fc\u30eb\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">Azure\u3068\u306f\u3001Microsoft\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/span><\/strong>\u3092\u6307\u3059\u3002\u521d\u671f\u8cbb\u7528\u306f\u304b\u304b\u3089\u305a\u3001\u4f7f\u7528\u3057\u305f\u5206Microsoft\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08IaaS\/PaaS\/SaaS\uff09\u3002Windows Server\u3084Active Directory\u3001Microsoft 365\u306a\u3069\u3001\u81ea\u793e\u88fd\u54c1\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u3067\u306e\u63a1\u7528\u304c\u591a\u3044\u3002Linux\u3084OSS\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u69cb\u6210\u306b\u3082\u67d4\u8edf\u3002\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u79fb\u884c\u3084\u8a8d\u8a3c\u57fa\u76e4\u306e\u6574\u5099\u3068\u3044\u3063\u305f\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u69cb\u6210\u304c\u5178\u578b\u7684\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Azure Virtual Machines\u3068SQL Database\u306b\u3088\u308b\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30e9\u30a6\u30c9\u79fb\u884c<\/li>\n\n\n\n<li>Azure Functions\u3092\u6d3b\u7528\u3057\u305f\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u306e\u51e6\u7406\u5b9f\u884c<\/li>\n\n\n\n<li>Azure AD\uff08Entra ID\uff09\u306b\u3088\u308bSSO\u30fbID\u7d71\u5408<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">BYOD\uff08Bring Your Own Device\uff09 <\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">BYOD\u3068\u306f\u3001\u5f93\u696d\u54e1\u304c\u81ea\u5206\u306e\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084PC\u306a\u3069\u306e\u79c1\u7269\u7aef\u672b\u3092\u4f7f\u3063\u3066\u696d\u52d9\u3092\u884c\u3046\u50cd\u304d\u65b9<\/span><\/strong>\u3092\u6307\u3059\u3002\u30c6\u30ec\u30ef\u30fc\u30af\u3084\u30af\u30e9\u30a6\u30c9\u6d3b\u7528\u306e\u5e83\u304c\u308a\u3068\u3068\u3082\u306b\u5c0e\u5165\u304c\u9032\u307f\u3001\u67d4\u8edf\u306a\u50cd\u304d\u65b9\u3092\u652f\u3048\u308b\u624b\u6bb5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u7aef\u672b\u7ba1\u7406\u30fb\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u30fb\u30de\u30eb\u30a6\u30a7\u30a2\u611f\u67d3\u3068\u3044\u3063\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3067\u306e\u8ab2\u984c\u3082\u3042\u308a\u3001MDM\uff08\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u7ba1\u7406\uff09\u3084\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3068\u30bb\u30c3\u30c8\u3067\u306e\u5c0e\u5165\u304c\u6c42\u3081\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">CUI\uff08Character User Interface\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">CUI\u3068\u306f\u30ad\u30fc\u30dc\u30fc\u30c9\u304b\u3089\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066\u64cd\u4f5c\u3059\u308b\u3001\u6587\u5b57\u30d9\u30fc\u30b9\u306e\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/span><\/strong>\u306e\u3053\u3068\u3002GUI\u3068\u7570\u306a\u308a\u3001\u8996\u899a\u7684\u8981\u7d20\u306f\u6301\u305f\u305a\u3001\u64cd\u4f5c\u306f\u30b3\u30de\u30f3\u30c9\u306e\u69cb\u6587\u306b\u4f9d\u5b58\u3057\u3001\u51fa\u529b\u3082\u3059\u3079\u3066\u30c6\u30ad\u30b9\u30c8\u3002\u7fd2\u5f97\u306b\u306f\u4e00\u5b9a\u306e\u77e5\u8b58\u3092\u8981\u3059\u308b\u304c\u3001\u67d4\u8edf\u6027\u30fb\u81ea\u52d5\u5316\u30fb\u518d\u73fe\u6027\u306b\u512a\u308c\u3001\u73fe\u5728\u3067\u3082\u958b\u767a\u30fb\u904b\u7528\u73fe\u5834\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u4e3b\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CLI\uff08Command Line Interface\uff09\u306b\u3088\u308b\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\uff08\u4f8b\uff1amv, rm, ping, ifconfig\uff09<\/li>\n\n\n\n<li>\u30b7\u30a7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u3088\u308b\u5b9a\u578b\u4f5c\u696d\u306e\u81ea\u52d5\u5316<\/li>\n\n\n\n<li>Docker\u3084Git\u306a\u3069\u3001CUI\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u306b\u3088\u308b\u958b\u767a\u74b0\u5883\u30fbCI\/CD\u904b\u7528<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>GCP\uff08Google Cloud Platform\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">GCP\u3068\u306fGoogle\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u3053\u3068<\/span><\/strong>\u3002Gmail\u3084YouTube\u306a\u3069Google\u306e\u5546\u7528\u30b5\u30fc\u30d3\u30b9\u3068\u540c\u3058\u30a4\u30f3\u30d5\u30e9\u3092\u30d9\u30fc\u30b9\u306b\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u30fb\u5206\u6790\u30fbAI\/ML\u9818\u57df\u306b\u5f37\u307f\u3092\u6301\u3064\u3002Kubernetes\u306e\u958b\u767a\u5143\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001GKE\uff08Google Kubernetes Engine\uff09\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u30b3\u30f3\u30c6\u30ca\u904b\u7528\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5bfe\u5fdc\u306b\u3082\u512a\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BigQuery\u3092\u7528\u3044\u305f\u8d85\u9ad8\u901f\u306a\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u5206\u6790\uff08\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9DWH\uff09<\/li>\n\n\n\n<li>Vertex AI \u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30fb\u30c7\u30d7\u30ed\u30a4<\/li>\n\n\n\n<li>GKE\u3092\u6d3b\u7528\u3057\u305f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30b3\u30f3\u30c6\u30ca\u30a2\u30d7\u30ea\u306e\u904b\u7528<\/li>\n\n\n\n<li>Firebase \u306b\u3088\u308b\u30e2\u30d0\u30a4\u30eb\uff0fWeb\u30a2\u30d7\u30ea\u306e\u7d71\u5408\u958b\u767a\u30fb\u30db\u30b9\u30c6\u30a3\u30f3\u30b0<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>Git\/GitHub<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">Git\u306f\u5206\u6563\u578b\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0<\/span><\/strong>\u3002\u30b3\u30fc\u30c9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u5909\u66f4\u5c65\u6b74\u3092\u8ffd\u8de1\u30fb\u7ba1\u7406\u3067\u304d\u3001\u8907\u6570\u4eba\u3067\u306e\u958b\u767a\u306b\u304a\u3044\u3066\u30d6\u30e9\u30f3\u30c1\u3092\u4f7f\u3063\u305f\u4e26\u884c\u4f5c\u696d\u3084\u5dee\u5206\u306e\u30de\u30fc\u30b8\u304c\u53ef\u80fd\u3002CLI\u64cd\u4f5c\uff08git add, commit, push, merge\u306a\u3069\uff09\u304c\u57fa\u672c\u3002<\/p>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">GitHub \u306fGit\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/span><\/strong>\u3067\u3042\u308a\u3001\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u3084Issue\u7ba1\u7406\u3001Actions\u306b\u3088\u308bCI\/CD\u3001\u6a29\u9650\u7ba1\u7406\u306a\u3069\u3001\u958b\u767a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u652f\u63f4\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3002GitLab\u3084Bitbucket\u3082\u540c\u69d8\u306e\u6a5f\u80fd\u3092\u6301\u3064\u304c\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u3068\u306e\u89aa\u548c\u6027\u3084\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u8c4a\u5bcc\u3055\u3067GitHub\u304c\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4f8b\uff1a<\/p>\n\n\n\n<p>feature\/ \u30d6\u30e9\u30f3\u30c1\u3067\u306e\u65b0\u6a5f\u80fd\u958b\u767a \u2192 \u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8 \u2192 \u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc \u2192 main\u3078\u306e\u30de\u30fc\u30b8<br>GitHub Actions \u3092\u4f7f\u3063\u305f\u30c6\u30b9\u30c8\u81ea\u52d5\u5316\u30fb\u672c\u756a\u30c7\u30d7\u30ed\u30a4<br>.gitignore \u3067\u4e0d\u8981\u30d5\u30a1\u30a4\u30eb\u9664\u5916\u3001rebase \u306b\u3088\u308b\u5c65\u6b74\u306e\u6574\u5f62<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Green IT\uff08\u30b0\u30ea\u30fc\u30f3IT\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">Green IT\u3068\u306f\u3001IT\u30b7\u30b9\u30c6\u30e0\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u904b\u7528\u306b\u304a\u3044\u3066\u3001\u74b0\u5883\u8ca0\u8377\u306e\u4f4e\u6e1b\u3092\u76ee\u6307\u3059\u53d6\u308a\u7d44\u307f<\/span><\/strong>\u3067\u3042\u308b\u3002\u4ee3\u8868\u7684\u306a\u4f8b\u3068\u3057\u3066\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306e\u7701\u30a8\u30cd\u5316\u3001\u30af\u30e9\u30a6\u30c9\u79fb\u884c\u306b\u3088\u308b\u30ea\u30bd\u30fc\u30b9\u6700\u9069\u5316\u3001\u672a\u4f7f\u7528\u306e\u30b8\u30e7\u30d6\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u524a\u6e1b\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u74b0\u5883\u898f\u5236\u304c\u53b3\u3057\u304f\u306a\u308b\u4e2d\u3067\u3001\u4f01\u696d\u306eIT\u90e8\u9580\u3082\u8131\u70ad\u7d20\u306e\u8996\u70b9\u3067\u904b\u7528\u306e\u898b\u76f4\u3057\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u3002\u30b0\u30ea\u30fc\u30f3\u8abf\u9054\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406\u306a\u3069\u3068\u3042\u308f\u305b\u3066\u691c\u8a0e\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GUI\uff08Graphical User Interface\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">GUI\u30de\u30a6\u30b9\u3084\u30bf\u30c3\u30c1\u64cd\u4f5c\u306a\u3069\u306b\u3088\u308a\u3001\u8996\u899a\u7684\u306a\u8981\u7d20\uff08\u30a6\u30a3\u30f3\u30c9\u30a6\u30fb\u30dc\u30bf\u30f3\u30fb\u30a2\u30a4\u30b3\u30f3\u7b49\uff09\u3092\u901a\u3058\u3066\u30e6\u30fc\u30b6\u30fc\u304c\u76f4\u611f\u7684\u306b\u64cd\u4f5c\u3067\u304d\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/span><\/strong>\u3002CUI\u3068\u7570\u306a\u308a\u3001\u753b\u9762\u4e0a\u306e\u60c5\u5831\u69cb\u9020\u3084\u64cd\u4f5c\u5c0e\u7dda\u3092\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u3068\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u3092\u9ad8\u3081\u308b\u3002<\/p>\n\n\n\n<p>GUI\u8a2d\u8a08\u306b\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u30a8\u30f3\u30b8\u30f3\u3001\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3API\u306a\u3069\u304c\u95a2\u4fc2\u3059\u308b\u3002OS\u30ec\u30d9\u30eb\u306eGUI\u306b\u52a0\u3048\u3001Web\u30a2\u30d7\u30ea\u3084\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306b\u304a\u3044\u3066\u3082UI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08\u4f8b\uff1aReact, Flutter, Qt\u306a\u3069\uff09\u304c\u6d3b\u7528\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u3010\u4ee3\u8868\u7684\u306aGUI\u306e\u4f8b\u3011<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Windows\/macOS\/Ubuntu\u7b49\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u74b0\u5883<\/li>\n\n\n\n<li>\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30bf\u30c3\u30c1UI<\/li>\n\n\n\n<li>\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306eGUI\u30c4\u30fc\u30eb\uff08\u4f8b\uff1aVS Code Web\u7248\u3001Figma\uff09<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">ICP\uff08Industry Cloud Platform\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">ICP\u3068\u306f\u7279\u5b9a\u306e\u696d\u7a2e\uff08\u88fd\u9020\u3001\u533b\u7642\u3001\u91d1\u878d\u3001\u6d41\u901a\u306a\u3069\uff09\u306b\u7279\u5316\u3057\u305f\u696d\u754c\u5225\u6700\u9069\u5316\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u3053\u3068<\/span><\/strong>\u3002\u5f93\u6765\u306e\u6c4e\u7528\u30af\u30e9\u30a6\u30c9\uff08IaaS\/PaaS\uff09\u306b\u5bfe\u3057\u3001\u696d\u754c\u7279\u6709\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3001\u898f\u5236\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3057\u305f\u6a5f\u80fd\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u306e\u304c\u7279\u5fb4\u3002<\/p>\n\n\n\n<p>AI\/ML\u306b\u3088\u308b\u4e88\u6e2c\u5206\u6790\u3001IoT\u9023\u643a\u3001\u696d\u52d9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u3001\u696d\u754c\u5411\u3051API\u7fa4\u306a\u3069\u304c\u4e8b\u524d\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306a\u3057\u3067\u30c9\u30e1\u30a4\u30f3\u8981\u4ef6\u306b\u6cbf\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u304c\u53ef\u80fd\u3002\u30af\u30e9\u30a6\u30c9\u79fb\u884c\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u30fb\u30b9\u30d4\u30fc\u30c9\u5411\u4e0a\u306b\u3082\u8ca2\u732e\u3059\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4ee3\u8868\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AWS for Industrial\uff0fHealthcare\uff0fAutomotive<\/li>\n\n\n\n<li>Microsoft Cloud for Financial Services\uff0fRetail\uff0fSustainability<\/li>\n\n\n\n<li>Google Cloud for Manufacturing\uff0fLife Sciences<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>IDE\uff08\u7d71\u5408\u958b\u767a\u74b0\u5883\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">IDE\u3068\u306f\u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf\u3001\u30c7\u30d0\u30c3\u30ac\u3001\u30d3\u30eb\u30c9\u30c4\u30fc\u30eb\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u306a\u3069\u306e\u958b\u767a\u306b\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u4e00\u5143\u7684\u306b\u5099\u3048\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u74b0\u5883<\/span><\/strong>\u3002\u88dc\u5b8c\u30fb\u69cb\u6587\u30c1\u30a7\u30c3\u30af\u30fb\u30ea\u30d5\u30a1\u30af\u30bf\u652f\u63f4\u30fbGUI\u30c7\u30d0\u30c3\u30ac\u30fb\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u5b9f\u884c\u306a\u3069\u304c\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u958b\u767a\u52b9\u7387\u30fb\u4fdd\u5b88\u6027\u306e\u5411\u4e0a\u306b\u5bc4\u4e0e\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u591a\u304f\u306eIDE\u306fLSP\uff08Language Server Protocol\uff09\u3084\u62e1\u5f35\u6a5f\u69cb\u306b\u5bfe\u5fdc\u3057\u3001\u8907\u6570\u8a00\u8a9e\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u67d4\u8edf\u306a\u5bfe\u5fdc\u304c\u53ef\u80fd\u3002CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084\u30ea\u30e2\u30fc\u30c8\u958b\u767a\u74b0\u5883\u3068\u306e\u9023\u643a\uff08Dev Container\u3001GitHub Codespaces\u7b49\uff09\u3082\u9032\u3093\u3067\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4ee3\u8868\u4f8b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-list\">\n<li><strong>Visual Studio Code<\/strong>\uff1a\u8efd\u91cf\u304b\u3064\u62e1\u5f35\u6027\u304c\u9ad8\u304f\u3001Web\u7cfb\u3084\u30af\u30e9\u30a6\u30c9\u958b\u767a\u3067\u5e83\u304f\u4f7f\u7528<\/li>\n\n\n\n<li><strong>JetBrains\u7cfb\uff08IntelliJ, PyCharm \u306a\u3069\uff09<\/strong>\uff1a\u8a00\u8a9e\u7279\u5316\u578b\u3067\u88dc\u5b8c\u30fb\u89e3\u6790\u304c\u5f37\u529b<\/li>\n\n\n\n<li><strong>Eclipse<\/strong>\uff1aJava\u3092\u4e2d\u5fc3\u306b\u5927\u898f\u6a21\u958b\u767a\u3067\u5229\u7528\u3055\u308c\u308b\u8001\u8217IDE<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">IoT\uff08Internet of Things\uff0f\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">IoT\u3068\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u3084\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u306e\u7269\u7406\u7684\u306a\u30e2\u30ce\u3092\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3057\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u901a\u4fe1\u30fb\u5236\u5fa1\u3092\u53ef\u80fd\u306b\u3059\u308b\u6280\u8853\u7fa4<\/span><\/strong>\u3002\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306f\u30af\u30e9\u30a6\u30c9\uff0f\u30aa\u30f3\u30d7\u30ec\u306e\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u89e3\u6790\u3084\u81ea\u52d5\u5236\u5fa1\u306b\u6d3b\u7528\u3055\u308c\u308b\u3002MQTT\u3084CoAP\u306a\u3069\u8efd\u91cf\u901a\u4fe1\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u4f7f\u7528\u304c\u4e00\u822c\u7684\u3002<\/p>\n\n\n\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff08\u30d5\u30a1\u30fc\u30e0\u30a6\u30a7\u30a2\u8106\u5f31\u6027\u3001\u8a8d\u8a3c\u7ba1\u7406\uff09\u3084\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u30c7\u30fc\u30bf\u6574\u5408\u6027\u306e\u78ba\u4fdd\u304c\u8a2d\u8a08\u4e0a\u306e\u8ab2\u984c\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u4ee3\u8868\u4f8b\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b9\u30de\u30fc\u30c8\u5bb6\u96fb\u306b\u3088\u308b\u9060\u9694\u64cd\u4f5c\u30fb\u81ea\u52d5\u5236\u5fa1<\/li>\n\n\n\n<li>\u88fd\u9020\u696d\u306e\u8a2d\u5099\u76e3\u8996\u30fb\u4e88\u77e5\u4fdd\u5168\uff08\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30ebIoT\uff09<\/li>\n\n\n\n<li>\u81ea\u52d5\u904b\u8ee2\u8eca\u306b\u304a\u3051\u308b\u8eca\u8eca\u9593\u30fb\u8def\u8eca\u9593\u901a\u4fe1\uff08V2V\/V2X\uff09<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">IP\u30a2\u30c9\u30ec\u30b9\uff08Internet Protocol Address\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">IP\u30a2\u30c9\u30ec\u30b9\u3068\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u901a\u4fe1\u3092\u884c\u3046\u7aef\u672b\uff08\u30db\u30b9\u30c8\uff09\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306e\u4e00\u610f\u306e\u8b58\u5225\u5b50\uff08\u30a2\u30c9\u30ec\u30b9\uff09<\/span><\/strong>\u3002IPv4\u3067\u306f32\u30d3\u30c3\u30c8\uff08\u4f8b\uff1a192.168.0.1\uff09\u3001IPv6\u3067\u306f128\u30d3\u30c3\u30c8\uff08\u4f8b\uff1a2001:db8::1\uff09\u3067\u69cb\u6210\u3055\u308c\u308b\u3002IP\u30a2\u30c9\u30ec\u30b9\u306f\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u5236\u5fa1\u3001\u30c9\u30e1\u30a4\u30f3\u89e3\u6c7a\u306a\u3069\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5168\u4f53\u306e\u57fa\u76e4\u69cb\u6210\u306b\u4e0d\u53ef\u6b20\u306a\u60c5\u5831\u8981\u7d20\u3002<\/p>\n\n\n\n<p>\u52d5\u7684\uff0f\u9759\u7684\u5272\u308a\u5f53\u3066\u306e\u533a\u5225\u304c\u3042\u308a\u3001NAT\uff08Network Address Translation\uff09\u3084CIDR\uff08Classless Inter-Domain Routing\uff09\u3082\u904b\u7528\u4e0a\u306e\u91cd\u8981\u6982\u5ff5\u3002IPv4\u67af\u6e07\u306b\u3088\u308a\u3001IPv6\u3078\u306e\u79fb\u884c\u304c\u9032\u884c\u4e2d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">IT\u30a4\u30f3\u30d5\u30e9<\/h3>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u3084\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u652f\u3048\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\uff0f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff0f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u571f\u53f0\u3068\u306a\u308b\u74b0\u5883\u3002\u4e3b\u306b\u300c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u300d\u300c\u30b5\u30fc\u30d0\u30fc\u300d\u300c\u30b9\u30c8\u30ec\u30fc\u30b8\u300d\u306e3\u8981\u7d20\u306b\u5206\u985e\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7528\u8a9e<\/strong><\/th><th>\u5f79\u5272<\/th><th>\u4f8b<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/strong><strong><\/strong><\/td><td>\u30b9\u30a4\u30c3\u30c1\uff0f\u30eb\u30fc\u30bf\u30fc\uff0f\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u7b49\u3092\u4ecb\u3057\u3066\u6a5f\u5668\u9593\u306e\u901a\u4fe1\u3092\u5b9f\u73fe<\/td><td>L2\/L3\u30b9\u30a4\u30c3\u30c1\u3001VLAN\u3001DNS<\/td><\/tr><tr><td><strong>\u30b5\u30fc\u30d0\u30fc<\/strong><strong><\/strong><\/td><td>\u7269\u7406\uff0f\u4eee\u60f3\u306e\u30db\u30b9\u30c8\u3067\u51e6\u7406\u3084\u30c7\u30fc\u30bf\u63d0\u4f9b\u3092\u62c5\u3046<\/td><td>Web\u30b5\u30fc\u30d0\u30fc\u3001DB\u30b5\u30fc\u30d0\u30fc\u3001\u4eee\u60f3\u30db\u30b9\u30c8<\/td><\/tr><tr><td><strong>\u30b9\u30c8\u30ec\u30fc\u30b8<\/strong><strong><\/strong><\/td><td>\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u9818\u57df<\/td><td>NAS\u3001SAN\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4eee\u60f3\u5316\uff08VMware\u3001KVM\uff09\u3001\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\uff08IaaS\uff09\u3001\u30a4\u30f3\u30d5\u30e9\u81ea\u52d5\u5316\uff08Ansible\u3001Terraform\uff09\u306a\u3069\u3068\u7d44\u307f\u5408\u308f\u305b\u3001\u53ef\u7528\u6027\u30fb\u62e1\u5f35\u6027\u3092\u62c5\u4fdd\u3059\u308b\u306e\u304c\u73fe\u4ee3\u7684\u306a\u69cb\u7bc9\u624b\u6cd5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">IT\u8cc7\u683c\uff08CompTIA, AWS\u8a8d\u5b9a\uff09<\/h3>\n\n\n\n<p>IT\u5206\u91ce\u306b\u304a\u3051\u308b\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u306e\u7fd2\u5f97\u30fb\u8a3c\u660e\u3092\u76ee\u7684\u3068\u3057\u305f\u8a8d\u5b9a\u8cc7\u683c\u3002\u30a4\u30f3\u30d5\u30e9\u3001\u958b\u767a\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306a\u3069\u9818\u57df\u5225\u306b\u5206\u304b\u308c\u3066\u304a\u308a\u3001\u30ad\u30e3\u30ea\u30a2\u306e\u6bb5\u968e\u3084\u76ee\u7684\u306b\u5fdc\u3058\u3066\u9078\u629e\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><thead><tr><th>\u30ab\u30c6\u30b4\u30ea<\/th><th>\u4e3b\u306a\u8cc7\u683c\u4f8b<\/th><th>\u7279\u9577<\/th><\/tr><\/thead><tbody><tr><td><strong>\u57fa\u790e\uff0f\u7dcf\u5408<\/strong><\/td><td>CompTIA A+\uff0fNetwork+\uff0fSecurity+<br>IT\u30d1\u30b9\u30dd\u30fc\u30c8\uff0f\u57fa\u672c\u60c5\u5831\u6280\u8853\u8005<\/td><td>\u521d\u5b66\u8005\u5411\u3051\u3002\u5e45\u5e83\u3044\u77e5\u8b58\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u308b<\/td><\/tr><tr><td><strong>\u30af\u30e9\u30a6\u30c9\uff0f\u30a4\u30f3\u30d5\u30e9<\/strong><\/td><td>AWS\u8a8d\u5b9a\uff08SAA, DVA, etc.\uff09<br>Microsoft\u8a8d\u5b9a\uff08AZ-900, AZ-104\uff09<br>Cisco\u8a8d\u5b9a\uff08CCNA, CCNP\uff09<\/td><td>\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fb\u904b\u7528\u77e5\u8b58\u306e\u5b9f\u8df5\u30ec\u30d9\u30eb\u3092\u8a3c\u660e<\/td><\/tr><tr><td><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong><\/td><td>\u60c5\u5831\u51e6\u7406\u5b89\u5168\u78ba\u4fdd\u652f\u63f4\u58eb<br>CISSP\uff0fCEH\uff0fCompTIA Security+<\/td><td>\u653b\u6483\u624b\u6cd5\u30fb\u5bfe\u7b56\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u306a\u3069\u3092\u7db2\u7f85\u3002\u5b9f\u52d9\u3068\u76f4\u7d50\u3059\u308b\u9818\u57df<\/td><\/tr><tr><td><strong>\u958b\u767a\u30fb\u8a2d\u8a08<\/strong><\/td><td>Oracle Java\u8a8d\u5b9a<br>PHP\u6280\u8853\u8005\u8a8d\u5b9a\u8a66\u9a13<br>UML\u30e2\u30c7\u30ea\u30f3\u30b0\u6280\u80fd\u8a8d\u5b9a<\/td><td>\u4f7f\u7528\u8a00\u8a9e\u3084\u8a2d\u8a08\u624b\u6cd5\u306b\u95a2\u3059\u308b\u5c02\u9580\u8cc7\u683c<\/td><\/tr><tr><td><strong>\u30a2\u30b8\u30e3\u30a4\u30eb\u30fbPM<\/strong><\/td><td>PMP<br>Scrum Master\uff08CSM\u306a\u3069\uff09<\/td><td>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u63a8\u9032\u529b\u30fb\u30c1\u30fc\u30e0\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3092\u8a55\u4fa1<\/td><\/tr><tr><td><strong>AI\u30fb\u30c7\u30fc\u30bf\u5206\u6790<\/strong><\/td><td>G\u691c\u5b9a\uff0fE\u8cc7\u683c<br>\u30c7\u30fc\u30bf\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\uff08\u60c5\u5831\u51e6\u7406\u6280\u8853\u8005\u8a66\u9a13\uff09<\/td><td>\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u6570\u7406\u7d71\u8a08\u3092\u542b\u3080\u9ad8\u5ea6\u30b9\u30ad\u30eb\u9818\u57df<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>MaaS\uff08Mobility as a Service\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u4ea4\u901a\u624b\u6bb5\uff08\u9244\u9053\u3001\u30d0\u30b9\u3001\u30b7\u30a7\u30a2\u30b5\u30a4\u30af\u30eb\u3001\u30bf\u30af\u30b7\u30fc\u3001\u30e9\u30a4\u30c9\u30b7\u30a7\u30a2\u306a\u3069\uff09\u3092\u5358\u4e00\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u7d71\u5408\u30fb\u63d0\u4f9b\u3059\u308b\u6982\u5ff5\uff0f\u30b5\u30fc\u30d3\u30b9\u30e2\u30c7\u30eb<\/span><\/strong>\u3002\u691c\u7d22\u30fb\u4e88\u7d04\u30fb\u6c7a\u6e08\u30fb\u30eb\u30fc\u30c8\u6700\u9069\u5316\u3092\u4e00\u5143\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u8996\u70b9\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u79fb\u52d5\u4f53\u9a13\u3092\u5b9f\u73fe\u3059\u308b\u3002<\/p>\n\n\n\n<p>IoT\u30bb\u30f3\u30b5\u30fc\u3084GPS\u30c7\u30fc\u30bf\u3001API\u9023\u643a\u3001AI\u306b\u3088\u308b\u9700\u8981\u4e88\u6e2c\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4ea4\u901a\u60c5\u5831\u3001\u904b\u884c\u7ba1\u7406\u3001\u52d5\u7684\u4fa1\u683c\u8a2d\u5b9a\u306a\u3069\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\uff0fGTFS\uff08General Transit Feed Specification\uff09\u3084\u3001\u30e2\u30d3\u30ea\u30c6\u30a3API\u306e\u6d3b\u7528\u304c\u6280\u8853\u7684\u57fa\u76e4\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u4ee3\u8868\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>JapanTaxi\uff0fNAVITIME\uff0fGoogle Maps\u3067\u306e\u7d4c\u8def\uff0b\u4e88\u7d04\uff0b\u6c7a\u6e08\u9023\u643a<\/li>\n\n\n\n<li>\u30d8\u30eb\u30b7\u30f3\u30ad\u306eWhim\uff08\u90fd\u5e02\u5185\u4ea4\u901a\u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u63d0\u4f9b\uff09<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>MIT Technology Review<\/h3>\n\n\n\n<p>MIT\uff08\u30de\u30b5\u30c1\u30e5\u30fc\u30bb\u30c3\u30c4\u5de5\u79d1\u5927\u5b66\uff09\u304c1899\u5e74\u306b\u5275\u520a\u3057\u305f\u3001\u6700\u5148\u7aef\u306e\u79d1\u5b66\u6280\u8853\u30fb\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u5bfe\u8c61\u3068\u3059\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b8\u30e3\u30fc\u30ca\u30eb\u3002AI\u3001\u30d0\u30a4\u30aa\u3001\u30af\u30ea\u30fc\u30f3\u30a8\u30cd\u30eb\u30ae\u30fc\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u653f\u7b56\u306a\u3069\u3001\u6280\u8853\u304c\u793e\u4f1a\u3084\u502b\u7406\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u542b\u3081\u3066\u6df1\u6398\u308a\u3059\u308b\u30b9\u30bf\u30a4\u30eb\u304c\u7279\u5fb4\u3002<\/p>\n\n\n\n<p>\u300c\u4e16\u754c\u3092\u5909\u3048\u308b10\u306e\u6280\u8853\uff0810 Breakthrough Technologies\uff09\u300d\u306a\u3069\u3001\u7814\u7a76\u8005\u30fb\u6295\u8cc7\u5bb6\u30fb\u7d4c\u55b6\u8005\u306b\u5f71\u97ff\u529b\u306e\u3042\u308b\u7279\u96c6\u3092\u5b9a\u671f\u7684\u306b\u767a\u8868\u3057\u3066\u3044\u308b\u3002\u82f1\u8a9e\u7248\u3068\u65e5\u672c\u8a9e\u7248\u304c\u3042\u308a\u3001R&amp;D\u3084\u65b0\u898f\u4e8b\u696d\u4f01\u753b\u306e\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u6e90\u3068\u3057\u3066\u91cd\u5b9d\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LLMOps\uff08Large Language Model Operations\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">LLMOps\uff08Large Language Model Operations\uff09 LLMOps\u3068\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u958b\u767a\u30fb\u904b\u7528\u30fb\u76e3\u8996\u306b\u7279\u5316\u3057\u305f\u904b\u7528\u624b\u6cd5<\/span><\/strong>\u3067\u3059\u3002\u5f93\u6765\u306eMLOps\uff08\u6a5f\u68b0\u5b66\u7fd2\u306e\u904b\u7528\u7ba1\u7406\uff09\u3068\u4f3c\u305f\u8003\u3048\u65b9\u3067\u3059\u304c\u3001LLM\u7279\u6709\u306e\u8ab2\u984c\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u76e3\u67fb\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u5bfe\u7b56\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30e6\u30fc\u30b6\u30fc\u5229\u7528\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u3044\u3063\u305f\u6a5f\u80fd\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u5185\u3067\u793e\u5185GPT\u306a\u3069\u306eLLM\u3092\u6d3b\u7528\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u308b\u306a\u304b\u3067\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5fdc\u7b54\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3082\u62c5\u4fdd\u3059\u308b\u4f53\u5236\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>OS\uff08\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">OS\u3068\u306f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4ef2\u4ecb\u3092\u884c\u3046\u57fa\u76e4\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2<\/span><\/strong>\u3002\u30d7\u30ed\u30bb\u30b9\u7ba1\u7406\u3001\u30e1\u30e2\u30ea\u7ba1\u7406\u3001\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5236\u5fa1\u3001\u30e6\u30fc\u30b6\u30fc\u6a29\u9650\u306a\u3069\u3092\u7d71\u5408\u7684\u306b\u5236\u5fa1\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u4f9d\u5b58\u305b\u305a\u52d5\u4f5c\u3067\u304d\u308b\u74b0\u5883\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u30b3\u30fc\u30eb\u3092\u901a\u3058\u3066\u30e6\u30fc\u30b6\u30fc\u7a7a\u9593\u3068\u30ab\u30fc\u30cd\u30eb\u7a7a\u9593\u3092\u5206\u96e2\u30fb\u7ba1\u7406\u3057\u3001\u4eee\u60f3\u30e1\u30e2\u30ea\u30fb\u5272\u308a\u8fbc\u307f\u51e6\u7406\u30fb\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u306a\u3069\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u5b89\u5b9a\u3057\u305f\u30de\u30eb\u30c1\u30bf\u30b9\u30af\u5b9f\u884c\u3092\u5b9f\u73fe\u3059\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4ee3\u8868\u7684\u306aOS\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>OS<\/strong><\/th><th><strong>\u7279\u5fb4<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>Windows<\/strong><\/td><td>GUI\u4e2d\u5fc3\u3002Microsoft\u88fd\u3002\u696d\u52d9\u7528\u9014\u306b\u5e83\u304f\u666e\u53ca\u3002\u30a2\u30d7\u30ea\u4e92\u63db\u6027\u304c\u9ad8\u3044\u3002<\/td><\/tr><tr><td><strong>macOS<\/strong><\/td><td>Apple\u88fd\u3002UNIX\u30d9\u30fc\u30b9\u3067\u958b\u767a\u30fb\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u7528\u9014\u306b\u5f37\u3044\u3002UI\/UX\u306b\u5b9a\u8a55\u3042\u308a\u3002<\/td><\/tr><tr><td><strong>Linux<\/strong><\/td><td>OSS\u3002\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u8c4a\u5bcc\uff08Ubuntu, CentOS, Debian \u306a\u3069\uff09\u3002\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u304c\u9ad8\u304f\u3001\u30b5\u30fc\u30d0\u30fc\u30fb\u7d44\u307f\u8fbc\u307f\u30fb\u30af\u30e9\u30a6\u30c9\u57fa\u76e4\u306b\u5e83\u304f\u5229\u7528\u3055\u308c\u308b\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">PQC\uff08Post-Quantum Cryptography\uff0f\u30dd\u30b9\u30c8\u91cf\u5b50\u6697\u53f7\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">PQC\u306f\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u3088\u308b\u65e2\u5b58\u306e\u516c\u958b\u9375\u6697\u53f7\uff08RSA, DSA, ECC\u306a\u3069\uff09\u306e\u7834\u58ca\u7684\u306a\u89e3\u8aad\u80fd\u529b\u306b\u5099\u3048\u305f\u8010\u91cf\u5b50\u6697\u53f7\u6280\u8853\u7fa4\u3002<\/span><\/strong>\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08Shor\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff09\u306b\u5bfe\u3057\u8a08\u7b97\u56f0\u96e3\u6027\u3092\u7dad\u6301\u3059\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u91cf\u5b50\u8010\u6027\u3092\u6301\u3064\u6570\u5b66\u7684\u554f\u984c\uff08\u683c\u5b50\u3001\u7b26\u53f7\u3001\u540c\u578b\u5199\u50cf\u306a\u3069\uff09\u3092\u30d9\u30fc\u30b9\u306b\u69cb\u6210\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>NIST\uff08\u7c73\u56fd\u6a19\u6e96\u6280\u8853\u7814\u7a76\u6240\uff09\u304c\u4e3b\u5c0e\u3059\u308b\u6a19\u6e96\u5316\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u9078\u5b9a\u30fb\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CRYSTALS-Kyber\uff1a\u9375\u4ea4\u63db\uff0fKEM\u5411\u3051\uff08\u683c\u5b50\u30d9\u30fc\u30b9\uff09<\/li>\n\n\n\n<li>CRYSTALS-Dilithium\uff1a\u30c7\u30b8\u30bf\u30eb\u7f72\u540d\u5411\u3051\uff08\u683c\u5b50\u30d9\u30fc\u30b9\uff09<\/li>\n\n\n\n<li>SPHINCS+\uff1a\u30cf\u30c3\u30b7\u30e5\u30d9\u30fc\u30b9\u7f72\u540d\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08\u8010\u91cf\u5b50\u6027\u304c\u9ad8\u3044\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u5f93\u6765\u306eTLS\u3084VPN\u306a\u3069\u306e\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u7d71\u5408\u3059\u308b\u52d5\u304d\u3082\u9032\u3093\u3067\u304a\u308a\u3001PQC\u306e\u904b\u7528\u8a2d\u8a08\u30fb\u9375\u7ba1\u7406\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8ab2\u984c\u306a\u3069\u304c\u4eca\u5f8c\u306e\u5b9f\u88c5\u4e0a\u306e\u8ad6\u70b9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">Python\u306f\u8c4a\u5bcc\u306a\u6570\u5024\u8a08\u7b97\u30fb\u7d71\u8a08\u30fb\u6a5f\u68b0\u5b66\u7fd2\u7cfb\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6301\u3061\u3001\u524d\u51e6\u7406\u301c\u53ef\u8996\u5316\u301c\u30e2\u30c7\u30eb\u69cb\u7bc9\u307e\u3067\u4e00\u8cab\u3057\u3066\u5bfe\u5fdc\u3067\u304d\u308b\u30c7\u30fc\u30bf\u5206\u6790\u8a00\u8a9e\u3068\u3057\u3066\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b<\/span><\/strong>\u3002\u8a18\u8ff0\u306e\u7c21\u6f54\u3055\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u6210\u719f\u3001Jupyter Notebook\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001RDB\u9023\u643a\u30fbAPI\u53d6\u5f97\u30fb\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u306a\u3069\u5468\u8fba\u4f5c\u696d\u3082\u5bb9\u6613\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u30e9\u30a4\u30d6\u30e9\u30ea<\/strong><\/th><th><strong>\u4e3b\u306a\u7528\u9014<\/strong><\/th><\/tr><\/thead><tbody><tr><td>pandas<\/td><td>\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\uff08DataFrame\uff09\u306e\u64cd\u4f5c\u30fb\u96c6\u8a08\u30fb\u6b20\u640d\u51e6\u7406\u30fb\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306a\u3069<\/td><\/tr><tr><td>NumPy<\/td><td>\u30d9\u30af\u30c8\u30eb\u30fb\u884c\u5217\u6f14\u7b97\u3001\u30d6\u30ed\u30fc\u30c9\u30ad\u30e3\u30b9\u30c8\u3001\u7d71\u8a08\u51e6\u7406\u306a\u3069\u306e\u57fa\u790e\u6f14\u7b97<\/td><\/tr><tr><td>matplotlib\uff0fseaborn<\/td><td>\u30c7\u30fc\u30bf\u53ef\u8996\u5316\uff08\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3001\u6563\u5e03\u56f3\u3001\u76f8\u95a2\u56f3\u306a\u3069\uff09<\/td><\/tr><tr><td>scikit-learn<\/td><td>\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b9f\u88c5\uff08\u56de\u5e30\u30fb\u5206\u985e\u30fb\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff09<\/td><\/tr><tr><td>statsmodels<\/td><td>\u56de\u5e30\u5206\u6790\u30fb\u6642\u7cfb\u5217\u89e3\u6790\u306a\u3069\u3001\u7d71\u8a08\u30e2\u30c7\u30eb\u306e\u5b9f\u88c5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"has-border -border01\"><strong>\u5178\u578b\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\uff1a<\/strong><br>\u30c7\u30fc\u30bf\u53d6\u5f97 \u2192 \u6b20\u640d\u51e6\u7406\u30fb\u578b\u5909\u63db\uff08pandas\uff09 \u2192 \u5206\u6790\uff08NumPy\uff0fscikit-learn\uff09 \u2192 \u53ef\u8996\u5316\uff08matplotlib\uff0fseaborn\uff09 \u2192 \u30e2\u30c7\u30eb\u8a55\u4fa1\u30fb\u904b\u7528<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG\uff08Retrieval-Augmented Generation\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">RAG\u3068\u306f\u3001\u751f\u6210AI\u306b\u691c\u7d22\u306a\u3069\u3067\u53d6\u5f97\u3057\u305f\u5916\u90e8\u60c5\u5831\u3092\u53d6\u308a\u8fbc\u307f\u3001\u56de\u7b54\u306e\u6b63\u78ba\u6027\u3092\u9ad8\u3081\u308b\u624b\u6cd5<\/span><\/strong>\u3067\u3042\u308b\u3002\u3042\u3089\u304b\u3058\u3081\u5b66\u7fd2\u3057\u305f\u77e5\u8b58\u306e\u307f\u306b\u4f9d\u5b58\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3084\u30c9\u30e1\u30a4\u30f3\u7279\u6709\u306e\u60c5\u5831\u3092\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u51fa\u529b\uff09\u3092\u6291\u5236\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u5185\u30ca\u30ec\u30c3\u30b8\u3084Web\u691c\u7d22\u3068\u306e\u9023\u643a\u306b\u3088\u3063\u3066\u3001\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u51fa\u529b\u3092\u5f97\u305f\u3044\u3068\u304d\u306b\u4f7f\u308f\u308c\u308b\u3002\u793e\u5185FAQ\u3001\u5951\u7d04\u66f8\u8981\u7d04\u3001\u6cd5\u52d9\u652f\u63f4\u306a\u3069\u3001\u5b9f\u52d9\u3078\u306e\u5fdc\u7528\u304c\u6025\u901f\u306b\u9032\u3093\u3067\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>RPA\uff08\u30ed\u30dc\u30c6\u30a3\u30c3\u30af\u30fb\u30d7\u30ed\u30bb\u30b9\u30fb\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">RPA\u3068\u306f\u5b9a\u578b\u7684\u306aPC\u696d\u52d9\u3092\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30ed\u30dc\u30c3\u30c8\u306b\u4ee3\u884c\u3055\u305b\u308b\u6280\u8853\u306e\u3053\u3068<\/span><\/strong>\u3002GUI\u64cd\u4f5c\u3092\u8a18\u9332\u30fb\u518d\u751f\u3059\u308b\u5f62\u5f0f\u3067\u3001\u4eba\u9593\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u4e0a\u3067\u884c\u3046\u51e6\u7406\uff08\u30af\u30ea\u30c3\u30af\u3001\u5165\u529b\u3001\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u306a\u3069\uff09\u3092\u6a21\u5023\u3059\u308b\u3002\u696d\u52d9\u90e8\u9580\u4e3b\u5c0e\u3067\u5c0e\u5165\u3067\u304d\u308b\u30ce\u30fc\u30b3\u30fc\u30c9\u578b\u304c\u591a\u304f\u3001\u696d\u52d9\u52b9\u7387\u5316\u3084\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u306e\u81ea\u52d5\u5316\u3067\u5e83\u304f\u666e\u53ca\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u753b\u9762\u5909\u66f4\u3084\u4f8b\u5916\u51e6\u7406\u306b\u5f31\u304f\u3001\u5b89\u5b9a\u904b\u7528\u306b\u306f\u4f8b\u5916\u691c\u77e5\u3084\u30ea\u30c8\u30e9\u30a4\u5236\u5fa1\u3001\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408\uff08Orchestrator\uff09\u306a\u3069\u306e\u8a2d\u8a08\u304c\u5fc5\u8981\u3002<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u4e3b\u306a\u5229\u7528\u9818\u57df\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d4c\u7406\uff1a\u8acb\u6c42\u66f8\u51e6\u7406\u3001\u652f\u6255\u30c7\u30fc\u30bf\u5165\u529b<\/li>\n\n\n\n<li>EC\uff1a\u5728\u5eab\u60c5\u5831\u306e\u66f4\u65b0\u3001\u4fa1\u683c\u6539\u5b9a\u306e\u4e00\u62ec\u53cd\u6620<\/li>\n\n\n\n<li>\u55b6\u696d\uff1a\u898b\u7a4d\u66f8\u4f5c\u6210\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u306eCRM\u767b\u9332<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e3b\u8981\u88fd\u54c1\uff1a<\/strong> UiPath\uff0fAutomation Anywhere\uff0fWinActor\uff0fBizRobo!<\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>SaaS\/PaaS\/IaaS<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">SaaS\/PaaS\/IaaS\u306f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u63d0\u4f9b\u5f62\u614b\u3092\u63d0\u4f9b\u7bc4\u56f2\u3068\u8cac\u4efb\u5206\u754c\u70b9\u3067\u5206\u985e\u3057\u305f\u3082\u306e\u3002<\/span><\/strong>\u8a2d\u8a08\u30fb\u5c0e\u5165\u6642\u306b\u306f\u3001\u81ea\u7531\u5ea6\u30fb\u904b\u7528\u8ca0\u8377\u30fb\u30b9\u30d4\u30fc\u30c9\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u898b\u3066\u9078\u629e\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u63d0\u4f9b\u7bc4\u56f2<\/strong><\/th><th><strong>\u4ee3\u8868\u30b5\u30fc\u30d3\u30b9\u4f8b<\/strong><\/th><th><strong>\u30e6\u30fc\u30b6\u30fc\u5074\u306e\u8cac\u4efb\u9818\u57df<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>SaaS<\/strong><\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5168\u4f53<\/td><td>Gmail\u3001Salesforce\u3001Google Workspace<\/td><td>\u5229\u7528\u8a2d\u5b9a\u30fb\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u307f<\/td><\/tr><tr><td><strong>PaaS<\/strong><\/td><td>\u958b\u767a\u30fb\u5b9f\u884c\u57fa\u76e4\uff08OS\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u3001DB\u7b49\uff09<\/td><td>Heroku\u3001Google App Engine\u3001Azure App Service<\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u306e\u8a2d\u8a08\u30fb\u4fdd\u5b88<\/td><\/tr><tr><td><strong>IaaS<\/strong><\/td><td>\u4eee\u60f3\u30de\u30b7\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u306a\u3069\u306e\u57fa\u76e4<\/td><td>AWS EC2\u3001Azure VM\u3001Google Compute Engine<\/td><td>OS\u8a2d\u5b9a\u30fb\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u69cb\u6210\u30fb\u904b\u7528\u5168\u822c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>SQL\uff08Structured Query Language\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">SQL\u3068\u306f\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08RDB\uff09\u306b\u5bfe\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9\u30fb\u64cd\u4f5c\u30fb\u5236\u5fa1\u3092\u884c\u3046\u305f\u3081\u306e\u5ba3\u8a00\u578b\u8a00\u8a9e\u3002<\/span><\/strong>DML\uff08SELECT\uff0fINSERT\uff0fUPDATE\uff0fDELETE\uff09\u3001DDL\uff08CREATE\uff0fALTER\uff0fDROP\uff09\u3001DCL\uff08GRANT\uff0fREVOKE\uff09\u306a\u3069\u306e\u69cb\u6587\u7fa4\u306b\u5206\u985e\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u30fb\u66f4\u65b0\u304b\u3089\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\u30fb\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u307e\u3067\u30ab\u30d0\u30fc\u3059\u308b\u3002<\/p>\n\n\n\n<p>ANSI\u6a19\u6e96SQL\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3064\u3064\u3001PostgreSQL\uff0fMySQL\uff0fSQL Server\uff0fOracle\u306a\u3069\u5404RDBMS\u306b\u3088\u308a\u65b9\u8a00\uff08\u62e1\u5f35\u69cb\u6587\uff09\u304c\u5b58\u5728\u3059\u308b\u3002\u30b5\u30d6\u30af\u30a8\u30ea\uff0fJOIN\uff0f\u30a6\u30a3\u30f3\u30c9\u30a6\u95a2\u6570\uff0fCTE\uff0f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5236\u5fa1\u306a\u3069\u3001\u696d\u52d9\u30ed\u30b8\u30c3\u30af\u5b9f\u88c5\u306e\u4e2d\u5fc3\u6280\u8853\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>-- \u5e74\u9f6230\u6b73\u4ee5\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u62bd\u51fa\u3057\u3001\u540d\u524d\u9806\u306b\u30bd\u30fc\u30c8\nSELECT name, age FROM users WHERE age &gt;= 30 ORDER BY name;\n\n-- \u9867\u5ba2\u3054\u3068\u306e\u6ce8\u6587\u5408\u8a08\u91d1\u984d\u3092\u53d6\u5f97\uff08JOIN\uff0bGROUP BY\uff09\nSELECT c.name, SUM(o.amount) AS total\nFROM customers c\nJOIN orders o ON c.id = o.customer_id\nGROUP BY c.name;<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>TechCrunch<\/h3>\n\n\n\n<p>\u7c73\u30b7\u30ea\u30b3\u30f3\u30d0\u30ec\u30fc\u767a\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\uff0f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u9818\u57df\u306b\u7279\u5316\u3057\u305f\u30cb\u30e5\u30fc\u30b9\u30e1\u30c7\u30a3\u30a2\uff082005\u5e74\u5275\u520a\uff09\u3002\u65b0\u8208\u4f01\u696d\u306e\u8cc7\u91d1\u8abf\u9054\u30fb\u8cb7\u53ce\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u30ea\u30ea\u30fc\u30b9\u306a\u3069\u306e\u901f\u5831\u6027\u306b\u5f37\u304f\u3001VC\u30fb\u8d77\u696d\u5bb6\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u696d\u754c\u52d5\u5411\u306e\u65e9\u671f\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u306b\u6709\u7528\u3002<\/p>\n\n\n\n<p>\u300cTechCrunch Disrupt\u300d\u306a\u3069\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u767a\u8868\u30a4\u30d9\u30f3\u30c8\u3082\u4e3b\u50ac\u3002\u63b2\u8f09\u4f01\u696d\u306b\u306f\u6295\u8cc7\u5bb6\u306e\u6ce8\u76ee\u304c\u96c6\u307e\u308a\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u3084\u63a1\u7528\u306b\u3082\u6ce2\u53ca\u52b9\u679c\u304c\u3042\u308b\u3002\u65e5\u672c\u8a9e\u7248\uff08TechCrunch Japan\uff09\u306f2022\u5e74\u306b\u9589\u9396\u3055\u308c\u3001\u73fe\u5728\u306f\u82f1\u8a9e\u7248\u304c\u30e1\u30a4\u30f3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">VDP\uff08Vulnerability Disclosure Program\uff09 <\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">VDP\u3068\u306f\u3001\u8106\u5f31\u6027\u3092\u767a\u898b\u3057\u305f\u7b2c\u4e09\u8005\u304c\u3001\u4f01\u696d\u3084\u7d44\u7e54\u306b\u5bfe\u3057\u3066\u5b89\u5168\u306b\u5831\u544a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5236\u5ea6<\/span><\/strong>\u3067\u3042\u308b\u3002\u30db\u30ef\u30a4\u30c8\u30cf\u30c3\u30ab\u30fc\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7814\u7a76\u8005\u3068\u306e\u9023\u643a\u3092\u901a\u3058\u3066\u3001\u672a\u767a\u898b\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u554f\u984c\u306b\u65e9\u671f\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u3002<br><br>Bug Bounty\uff08\u5831\u5968\u91d1\u5236\u5ea6\uff09\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u3082\u5897\u3048\u3066\u304a\u308a\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u88ab\u5bb3\u3092\u672a\u7136\u306b\u9632\u3050\u30ea\u30b9\u30af\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u3057\u3066\u91cd\u8981\u6027\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">xR\uff08Extended Reality\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">xR\u3068\u306f\u3001VR\uff08\u4eee\u60f3\u73fe\u5b9f\uff09\u3001AR\uff08\u62e1\u5f35\u73fe\u5b9f\uff09\u3001MR\uff08\u8907\u5408\u73fe\u5b9f\uff09\u3092\u542b\u3080\u73fe\u5b9f\u4e16\u754c\u3068\u4eee\u60f3\u7a7a\u9593\u3092\u878d\u5408\u3059\u308b\u6280\u8853\u7fa4\u306e\u7dcf\u79f0<\/span><\/strong>\u3002\u30bb\u30f3\u30b5\u30fc\u3001\u7a7a\u9593\u30de\u30c3\u30d4\u30f3\u30b0\u3001HMD\uff08\u30d8\u30c3\u30c9\u30de\u30a6\u30f3\u30c8\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\uff09\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u6280\u8853\u306a\u3069\u3092\u6d3b\u7528\u3057\u3001\u6ca1\u5165\u611f\u30fb\u62e1\u5f35\u77e5\u899a\u30fb\u9060\u9694\u4f5c\u696d\u652f\u63f4\u306a\u3069\u3092\u5b9f\u73fe\u3059\u308b\u3002<\/p>\n\n\n\n<p><strong>\u30103\u7a2e\u985e\u306e\u6280\u8853\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u6280\u8853\u540d<\/strong><\/th><th><strong>\u8aac\u660e<\/strong><\/th><th><strong>\u4e3b\u306a\u7528\u9014\u4f8b<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>VR\uff08Virtual Reality<\/strong>\/<strong>\u4eee\u60f3\u73fe\u5b9f\uff09<\/strong><\/td><td>\u4eee\u60f3\u7a7a\u9593\u306b\u5b8c\u5168\u6ca1\u5165\u3057\u3001\u73fe\u5b9f\u304b\u3089\u5207\u308a\u96e2\u3055\u308c\u305f\u4f53\u9a13\u3092\u63d0\u4f9b<\/td><td>\u8a13\u7df4\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30a8\u30f3\u30bf\u30e1\u3001\u5efa\u7bc9\u8a2d\u8a08<\/td><\/tr><tr><td><strong>AR\uff08Augmented Reality<\/strong>\/<strong>\u62e1\u5f35\u73fe\u5b9f\uff09<\/strong> <strong>&nbsp;<\/strong><\/td><td>\u73fe\u5b9f\u7a7a\u9593\u306b\u4eee\u60f3\u60c5\u5831\u3092\u91cd\u306d\u5408\u308f\u305b\u308b\u6280\u8853<\/td><td>\u30b9\u30de\u30dbAR\u30a2\u30d7\u30ea\u3001\u5de5\u5834\u3067\u306e\u624b\u9806\u30ac\u30a4\u30c9\u8868\u793a<\/td><\/tr><tr><td><strong>MR\uff08Mixed Reality<\/strong>\/<strong>\u8907\u5408\u73fe\u5b9f\uff09<\/strong> <strong>&nbsp;<\/strong><\/td><td>\u4eee\u60f3\u3068\u73fe\u5b9f\u306e\u60c5\u5831\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53cc\u65b9\u5411\u306b\u9023\u643a\u3057\u3001\u7a7a\u9593\u7684\u6574\u5408\u6027\u3092\u6301\u3064<\/td><td>HoloLens\u306b\u3088\u308b\u9060\u9694\u652f\u63f4\u3001\u88fd\u9020\u73fe\u5834\u306e\u691c\u67fb\u652f\u63f4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 id=\"rtoc-2\"  class=\"wp-block-heading\"><a><\/a>\u30a2\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u306f\u8981\u6c42\u5909\u66f4\u3084\u4ed5\u69d8\u306e\u4e0d\u78ba\u5b9f\u6027\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u53cd\u5fa9\u578b\u30fb\u9069\u5fdc\u578b\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u624b\u6cd5<\/span><\/strong>\u3002\u8a08\u753b\u2192\u8a2d\u8a08\u2192\u5b9f\u88c5\u2192\u30c6\u30b9\u30c8\u2192\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30921\u301c4\u9031\u9593\u7a0b\u5ea6\u306e\u77ed\u3044\u30b5\u30a4\u30af\u30eb\uff08\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\uff09\u3067\u56de\u3057\u3001\u9010\u6b21\u7684\u306b\u30e6\u30fc\u30b6\u30fc\u4fa1\u5024\u3092\u63d0\u4f9b\u3057\u3066\u3044\u304f\u3002<br><br>\u4ee3\u8868\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b Scrum\uff08\u30b9\u30d7\u30ea\u30f3\u30c8\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30d0\u30c3\u30af\u30ed\u30b0\uff09\u3001**XP\uff08\u30a8\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff09**\u304c\u3042\u308a\u3001CI\/CD\u3001TDD\u3001\u30e6\u30fc\u30b6\u30fc\u30b9\u30c8\u30fc\u30ea\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u9023\u643a\u3059\u308b\u3002<br><br><strong>\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb\u3068\u306e\u4e3b\u306a\u9055\u3044<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u9805\u76ee<\/strong><\/th><th><strong>\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a<\/strong><\/th><th><strong>\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb\u958b\u767a<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u8a08\u753b\u3068\u5b9f\u884c<\/td><td>\u90fd\u5ea6\u8a08\u753b\u3057\u3001\u6bb5\u968e\u7684\u306b\u958b\u767a<\/td><td>\u6700\u521d\u306b\u5168\u5de5\u7a0b\u3092\u78ba\u5b9a\u3057\u9806\u306b\u9032\u884c<\/td><\/tr><tr><td>\u30e6\u30fc\u30b6\u30fc\u95a2\u4e0e<\/td><td>\u5404\u30b5\u30a4\u30af\u30eb\u3067\u7d99\u7d9a\u7684\u306b\u5dfb\u304d\u8fbc\u3080<\/td><td>\u8981\u4ef6\u5b9a\u7fa9\u6bb5\u968e\u304c\u4e2d\u5fc3<\/td><\/tr><tr><td>\u30c6\u30b9\u30c8\u30bf\u30a4\u30df\u30f3\u30b0<\/td><td>\u5404\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3054\u3068<\/td><td>\u7d42\u76e4\u306e\u300c\u30c6\u30b9\u30c8\u5de5\u7a0b\u300d\u306e\u307f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u3001\u8ab2\u984c\u89e3\u6c7a\u306e\u305f\u3081\u306e\u624b\u9806\u3084\u8a08\u7b97\u624b\u6cd5\u306e\u96c6\u5408\u4f53\u3002<\/span><\/strong>\u5165\u529b \u2192 \u51e6\u7406 \u2192 \u51fa\u529b\u3068\u3044\u3046\u69cb\u9020\u3092\u6301\u3061\u3001\u6b63\u78ba\u6027\u30fb\u52b9\u7387\u6027\u30fb\u6c4e\u7528\u6027\u304c\u8a2d\u8a08\u4e0a\u306e\u8a55\u4fa1\u8ef8\u3068\u306a\u308b\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u52d5\u4f5c\u305d\u306e\u3082\u306e\u3092\u5de6\u53f3\u3059\u308b\u57fa\u790e\u6280\u8853\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u3068\u5bc6\u63a5\u306b\u7d50\u3073\u3064\u304f\u3002<\/p>\n\n\n\n<p><strong>\u4ee3\u8868\u7684\u306a\u5206\u985e\u3068\u6d3b\u7528\u4f8b<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u6982\u8981<\/strong><\/th><th><strong>\u4e3b\u306a\u6d3b\u7528\u5834\u9762<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u63a2\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/td><td>\u7279\u5b9a\u306e\u6761\u4ef6\u306b\u4e00\u81f4\u3059\u308b\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306b\u62bd\u51fa<\/td><td>\u691c\u7d22\u6a5f\u80fd\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u3001DB\u30af\u30a8\u30ea\u6700\u9069\u5316<\/td><\/tr><tr><td>\u30bd\u30fc\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/td><td>\u914d\u5217\u3084\u30ea\u30b9\u30c8\u3092\u6607\u9806\u30fb\u964d\u9806\u306b\u4e26\u3073\u66ff\u3048\u308b<\/td><td>\u96c6\u8a08\u51e6\u7406\u3001\u30ec\u30dd\u30fc\u30c8\u751f\u6210\u3001\u6bd4\u8f03\u51e6\u7406<\/td><\/tr><tr><td>\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/td><td>\u30d1\u30bf\u30fc\u30f3\u62bd\u51fa\u30fb\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9<\/td><td>AI\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u3001\u5206\u985e\u30fb\u56de\u5e30\u30fb\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/td><\/tr><tr><td>\u7d4c\u8def\u63a2\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/td><td>\u6700\u77ed\u7d4c\u8def\u30fb\u6700\u9069\u7d4c\u8def\u3092\u5c0e\u51fa<\/td><td>\u30ab\u30fc\u30ca\u30d3\u3001\u7269\u6d41\u3001\u30b2\u30fc\u30e0AI<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6697\u53f7\u5316\uff08Encryption\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u6697\u53f7\u5316\u3068\u306f\u3001\u5e73\u6587\u30c7\u30fc\u30bf\u3092\u7b2c\u4e09\u8005\u306b\u89e3\u8aad\u3055\u308c\u306a\u3044\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u51e6\u7406<\/span><\/strong>\u3002\u901a\u4fe1\u30fb\u4fdd\u5b58\u30fb\u8a8d\u8a3c\u306a\u3069\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u78ba\u4fdd\u306b\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u3067\u3001\u9375\uff08Key\uff09\u3092\u7528\u3044\u305f\u6570\u5b66\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308a\u3001\u6697\u53f7\u5316\uff08Encrypt\uff09\u3068\u5fa9\u53f7\uff08Decrypt\uff09\u3092\u5236\u5fa1\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u7279\u5fb4\uff0f\u7528\u9014<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u5bfe\u79f0\u9375\u6697\u53f7<\/td><td>\u540c\u3058\u9375\u3067\u6697\u53f7\u5316\u3068\u5fa9\u53f7\u3092\u884c\u3046\u3002\u51e6\u7406\u304c\u9ad8\u901f<\/td><\/tr><tr><td>\u516c\u958b\u9375\u6697\u53f7<\/td><td>\u9375\u3092\u30da\u30a2\u306b\u3057\u3001\u516c\u958b\u9375\u3067\u6697\u53f7\u5316\u2192\u79d8\u5bc6\u9375\u3067\u5fa9\u53f7<\/td><\/tr><tr><td>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u65b9\u5f0f<\/td><td>\u516c\u958b\u9375\u3067\u9375\u3092\u5171\u6709\u2192\u4ee5\u5f8c\u306f\u5bfe\u79f0\u9375\u3067\u901a\u4fe1\uff08SSL\/TLS\u306a\u3069\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u6d3b\u7528\u4f8b\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SSL\/TLS\u901a\u4fe1\uff1aWeb\u30d6\u30e9\u30a6\u30b6\u3068\u30b5\u30fc\u30d0\u30fc\u9593\u306eHTTPS\u901a\u4fe1<\/li>\n\n\n\n<li>\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u6697\u53f7\u5316\uff08E2EE\uff09\uff1aLINE\u3001Signal\u306a\u3069\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30a2\u30d7\u30ea<\/li>\n\n\n\n<li>\u30d5\u30a1\u30a4\u30eb\u6697\u53f7\u5316\uff0f\u6697\u53f7ZIP\uff1a\u4fdd\u5b58\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u3001\u30af\u30e9\u30a6\u30c9\u3067\u306f\u306a\u304f\u30c7\u30fc\u30bf\u306e\u767a\u751f\u6e90\uff08\u7aef\u672b\u3084IoT\u30c7\u30d0\u30a4\u30b9\uff09\u306e\u8fd1\u304f\u3067\u51e6\u7406\u3092\u884c\u3046\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/span><\/strong>\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u51e6\u7406\uff08\u6620\u50cf\u89e3\u6790\u3001\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u51e6\u7406\u306a\u3069\uff09\u3067\u3001\u4f4e\u9045\u5ef6\u30fb\u5e2f\u57df\u8ca0\u8377\u8efd\u6e1b\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u6d3b\u7528\u4f8b\uff1a<\/p>\n\n\n\n<p>\u81ea\u52d5\u904b\u8ee2\uff1a\u8eca\u8f09\u30c7\u30d0\u30a4\u30b9\u3067\u306e\u77ac\u6642\u306e\u5224\u65ad\u51e6\u7406<br>\u5de5\u5834IoT\uff1a\u6a5f\u5668\u306e\u52d5\u4f5c\u30ed\u30b0\u3092\u73fe\u5834\u30b5\u30fc\u30d0\u30fc\u3067\u5148\u306b\u51e6\u7406<br>\u30d8\u30eb\u30b9\u30b1\u30a2\uff1a\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u30c7\u30d0\u30a4\u30b9\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u5065\u5eb7\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/p>\n<\/div><\/div>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9\u3068\u30a8\u30c3\u30b8\u3092\u9023\u643a\u3055\u305b\u305f\u300c\u30a8\u30c3\u30b8 to \u30af\u30e9\u30a6\u30c9\u300d\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u4e3b\u6d41\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\uff08\u53ef\u89b3\u6e2c\u6027\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u306f\u30b7\u30b9\u30c6\u30e0\u5185\u90e8\u306e\u72b6\u614b\u3092\u3001\u30ed\u30b0\u30fb\u30e1\u30c8\u30ea\u30af\u30b9\u30fb\u30c8\u30ec\u30fc\u30b9\u3068\u3044\u3063\u305f\u5916\u90e8\u51fa\u529b\u304b\u3089\u89b3\u6e2c\u30fb\u63a8\u8ad6\u3059\u308b\u80fd\u529b\u3002<\/span><\/strong>\u5358\u306a\u308b\u76e3\u8996\uff08Monitoring\uff09\u3092\u8d85\u3048\u3001\u969c\u5bb3\u306e\u4e88\u5146\u691c\u77e5\u3001\u6839\u672c\u539f\u56e0\u306e\u7279\u5b9a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3092\u652f\u3048\u308b\u6982\u5ff5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>3\u672c\u67f1\uff083 Pillars of Observability\uff09<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ed\u30b0\uff08Logs\uff09\uff1a\u30b7\u30b9\u30c6\u30e0\u30a4\u30d9\u30f3\u30c8\u306e\u6642\u7cfb\u5217\u8a18\u9332<\/li>\n\n\n\n<li>\u30e1\u30c8\u30ea\u30af\u30b9\uff08Metrics\uff09\uff1a\u5b9a\u91cf\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19\uff08CPU\u3001\u30e1\u30e2\u30ea\u7b49\uff09<\/li>\n\n\n\n<li>\u30c8\u30ec\u30fc\u30b9\uff08Traces\uff09\uff1a\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u6d41\u308c\u3092\u53ef\u8996\u5316<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>Prometheus\uff0fGrafana\uff0fOpenTelemetry\uff0fDatadog \u306a\u3069\u304c\u4ee3\u8868\u7684\u306a\u5b9f\u88c5\u4f8b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\uff08Ontology\uff09 <\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3068\u306f\u3001\u3042\u308b\u5206\u91ce\u306b\u304a\u3051\u308b\u6982\u5ff5\u30fb\u8a9e\u5f59\u30fb\u95a2\u4fc2\u6027\u3092\u4f53\u7cfb\u5316\u3057\u3001\u77e5\u8b58\u306e\u69cb\u9020\u3068\u3057\u3066\u660e\u793a\u7684\u306b\u8868\u73fe\u3057\u305f\u3082\u306e<\/span><\/strong>\u3067\u3042\u308b\u3002\u610f\u5473\u306e\u3042\u308b\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u3064\u304f\u308b\u3053\u3068\u3067\u3001AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u304c\u6587\u8108\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308b\u3002<\/p>\n\n\n\n<p>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306a\u3069\u306b\u304a\u3044\u3066\u3001\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3092\u8868\u73fe\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u91cd\u8981\u8996\u3055\u308c\u3066\u304a\u308a\u3001\u793e\u5185\u306e\u7528\u8a9e\u7d71\u4e00\u3084FAQ\u69cb\u7bc9\u306b\u3082\u5fdc\u7528\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<h2 id=\"rtoc-3\"  class=\"wp-block-heading\"><a><\/a>\u30ab\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7d4c\u7531\u3067\u3001\u8a08\u7b97\u8cc7\u6e90\uff08\u30b5\u30fc\u30d0\u30fc\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\uff09\u3092\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u63d0\u4f9b\u3059\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e2\u30c7\u30eb<\/span><\/strong>\u3002\u53ef\u7528\u6027\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fb\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u89b3\u70b9\u304b\u3089\u3001\u4f01\u696dIT\u57fa\u76e4\u306e\u4e3b\u6d41\u306b\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u306a\u5206\u985e<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u63d0\u4f9b\u7bc4\u56f2<\/strong><\/th><th><strong>\u4f8b<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>SaaS<\/strong><\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5168\u4f53<\/td><td>Gmail\u3001Slack\u3001Salesforce<\/td><\/tr><tr><td><strong>PaaS<\/strong><\/td><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5b9f\u884c\u57fa\u76e4<\/td><td>Heroku\u3001Azure App Service<\/td><\/tr><tr><td><strong>IaaS<\/strong><\/td><td>\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u57fa\u76e4<\/td><td>AWS EC2\u3001Google Compute Engine<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 id=\"rtoc-4\"  class=\"wp-block-heading\"><a><\/a>\u30b5\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b5\u30fc\u30d0\u30fc\uff08Server\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30b5\u30fc\u30d0\u30fc\u3068\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5bfe\u3057\u3066\u3001\u60c5\u5831\u30fb\u6a5f\u80fd\u30fb\u51e6\u7406\u7d50\u679c\u3092\u63d0\u4f9b\u3059\u308b\u5f79\u5272\u3092\u62c5\u3046\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u307e\u305f\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u7fa4<\/span><\/strong>\u3002\u7269\u7406\u30de\u30b7\u30f3\u3068\u3057\u3066\u306e\u5c02\u7528\u6a5f\u3082\u3042\u308c\u3070\u3001\u4eee\u60f3\u5316\u30fb\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u8ad6\u7406\u30b5\u30fc\u30d0\u30fc\u3082\u5b58\u5728\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u3010\u30b5\u30fc\u30d0\u30fc\u306e\u7a2e\u985e\u3011<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u6a5f\u80fd\u6982\u8981<\/strong><\/th><\/tr><\/thead><tbody><tr><td>Web\u30b5\u30fc\u30d0\u30fc<\/td><td>HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5fdc\u3058\u3066HTML\u3084\u753b\u50cf\u306a\u3069\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8fd4\u3059\uff08\u4f8b\uff1aApache, Nginx\uff09<\/td><\/tr><tr><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d0\u30fc<\/td><td>\u696d\u52d9\u30ed\u30b8\u30c3\u30af\u3084API\u306a\u3069\u306e\u52d5\u7684\u51e6\u7406\u3092\u62c5\u3046\uff08\u4f8b\uff1aTomcat, Node.js\uff09<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d0\u30fc<\/td><td>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u30fb\u691c\u7d22\u30fb\u66f4\u65b0\u3059\u308b\uff08\u4f8b\uff1aMySQL, PostgreSQL\uff09<\/td><\/tr><tr><td>\u30e1\u30fc\u30eb\u30b5\u30fc\u30d0\u30fc<\/td><td>SMTP\/IMAP\u306a\u3069\u3067\u30e1\u30fc\u30eb\u306e\u9001\u53d7\u4fe1\u3092\u7ba1\u7406\u3059\u308b\uff08\u4f8b\uff1aPostfix, Dovecot\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u304b\u3089\u30af\u30e9\u30a6\u30c9\uff08AWS EC2\uff0fAzure VM\u306a\u3069\uff09\u3078\u306e\u79fb\u884c\u304c\u9032\u307f\u3001\u53ef\u7528\u6027\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fb\u76e3\u8996\u6027\u306e\u89b3\u70b9\u3067IaaS\/PaaS\u3068\u9023\u643a\u3059\u308b\u69cb\u6210\u304c\u4e3b\u6d41\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u306f\u3001\u60c5\u5831\u8cc7\u7523\uff08\u30c7\u30fc\u30bf\u30fb\u30b7\u30b9\u30c6\u30e0\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3092\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u3001\u6539\u3056\u3093\u3001\u30b5\u30fc\u30d3\u30b9\u59a8\u5bb3\u306a\u3069\u306e\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u304b\u3089\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u5bfe\u7b56\u3068\u8a2d\u8a08\u306e\u7dcf\u79f0<\/span><\/strong>\u3002\u30ea\u30b9\u30af\u8a55\u4fa1\u3001\u6280\u8853\u7684\u5bfe\u7b56\u3001\u7d44\u7e54\u7684\u30ac\u30d0\u30ca\u30f3\u30b9\u306e3\u5c64\u3067\u69cb\u6210\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4e3b\u306a\u653b\u6483\u624b\u6cd5\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u6982\u8981<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u30d5\u30a3\u30c3\u30b7\u30f3\u30b0<\/td><td>\u507d\u306e\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u7b49\u3067\u30e6\u30fc\u30b6\u30fc\u306e\u8cc7\u683c\u60c5\u5831\u3092\u8a50\u53d6<\/td><\/tr><tr><td>DDoS\u653b\u6483<\/td><td>\u30dc\u30c3\u30c8\u30cd\u30c3\u30c8\u7b49\u3092\u4f7f\u3063\u3066\u30b5\u30fc\u30d0\u30fc\u306b\u9ad8\u8ca0\u8377\u3092\u4e0e\u3048\u308b<\/td><\/tr><tr><td>\u30de\u30eb\u30a6\u30a7\u30a2<\/td><td>\u60aa\u610f\u3042\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u30a6\u30a4\u30eb\u30b9\u3001\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u7b49\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u3010\u57fa\u672c\u7684\u306a\u9632\u5fa1\u7b56\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u6982\u8981<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb<\/td><td>\u901a\u4fe1\u5236\u5fa1\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u304f\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u8a31\u53ef\uff0f\u906e\u65ad<\/td><\/tr><tr><td>\u30a2\u30f3\u30c1\u30a6\u30a4\u30eb\u30b9<\/td><td>\u30a6\u30a4\u30eb\u30b9\u5b9a\u7fa9\u306b\u57fa\u3065\u304d\u30de\u30eb\u30a6\u30a7\u30a2\u3092\u691c\u51fa\u30fb\u99c6\u9664<\/td><\/tr><tr><td>\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8<\/td><td>\u3059\u3079\u3066\u306e\u901a\u4fe1\u3092\u4fe1\u983c\u305b\u305a\u3001\u8a8d\u8a3c\u3068\u691c\u8a3c\u3092\u9010\u6b21\u884c\u3046\u8a2d\u8a08\u539f\u5247<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>SOC\uff08\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u904b\u7528\u30bb\u30f3\u30bf\u30fc\uff09\u3001SIEM\uff08\u30ed\u30b0\u5206\u6790\uff09\u3001EDR\uff08\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u76e3\u8996\uff09\u306a\u3069\u3068\u306e\u9023\u643a\u306b\u3088\u308a\u3001\u9632\u5fa1\u2192\u691c\u77e5\u2192\u5bfe\u5fdc\u2192\u5fa9\u65e7\u306e\u30b5\u30a4\u30af\u30eb\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u60c5\u5831\u51e6\u7406\u8a66\u9a13\uff08IPA\u56fd\u5bb6\u8cc7\u683c\uff09<\/h3>\n\n\n\n<p>IPA\uff08\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\uff09\u304c\u5b9f\u65bd\u3059\u308b\u56fd\u5bb6\u8a66\u9a13\u7fa4\u3067\u3001IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u306b\u5fdc\u3058\u3066\u6bb5\u968e\u7684\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002\u8a66\u9a13\u306f\u5e742\u56de\uff08\u6625\u30fb\u79cb\uff09\u5b9f\u65bd\u3055\u308c\u3001\u57fa\u672c\u60c5\u5831\u6280\u8853\u8005\u4ee5\u4e0a\u306f\u7d4c\u6e08\u7523\u696d\u7701\u8a8d\u5b9a\u306e\u56fd\u5bb6\u8cc7\u683c\u306b\u8a72\u5f53\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4ee3\u8868\u7684\u306a\u8a66\u9a13\u3068\u6982\u8981\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table min_width30_\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u8a66\u9a13\u7bc4\u56f2<\/strong><\/th><th><strong>\u53d7\u9a13\u306e\u30e1\u30ea\u30c3\u30c8<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>\u57fa\u672c\u60c5\u5831\u6280\u8853\u8005\u8a66\u9a13<\/strong><strong><\/strong> <strong>&nbsp;<\/strong><\/td><td>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u69cb\u6210\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3069\u5e83\u7bc4\u306a\u57fa\u790e\u6280\u8853<\/td><td>\u65b0\u5352\u30fb\u82e5\u624b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u57fa\u672c\u30b9\u30ad\u30eb\u8a3c\u660e\u306b\u6709\u52b9<\/td><\/tr><tr><td><strong>\u5fdc\u7528\u60c5\u5831\u6280\u8853\u8005\u8a66\u9a13<\/strong><strong><\/strong> <strong>&nbsp;<\/strong><\/td><td>\u30c6\u30af\u30ce\u30ed\u30b8\uff0f\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\uff0f\u30b9\u30c8\u30e9\u30c6\u30b8\u9818\u57df\u3092\u7db2\u7f85\u3002\u8a18\u8ff0\u554f\u984c\u542b\u3080\u4e2d\u7d1a\u8005\u5411\u3051<\/td><td>\u8981\u4ef6\u5b9a\u7fa9\u301c\u8a2d\u8a08\u30fb\u904b\u7528\u30ec\u30d9\u30eb\u306e\u77e5\u8b58\u3092\u8a55\u4fa1<\/td><\/tr><tr><td><strong>\u9ad8\u5ea6\u533a\u5206\uff08\u5c02\u9580\u9818\u57df\uff09<\/strong><\/td><td>\u60c5\u5831\u51e6\u7406\u5b89\u5168\u78ba\u4fdd\u652f\u63f4\u58eb\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u7b49<\/td><td>\u5c02\u9580\u8077\u3084\u4e0a\u4f4d\u8077\u3078\u306e\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u306b\u6d3b\u7528<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u3001IT\u696d\u754c\u306b\u304a\u3051\u308b\u5171\u901a\u8a00\u8a9e\u3068\u3057\u3066\u306e\u77e5\u8b58\u4f53\u7cfb\u306e\u7fd2\u5f97\u306b\u8ca2\u732e\u3059\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30c6\u30e9\u30b7\u30fc<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30c6\u30e9\u30b7\u30fc\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u7d44\u7e54\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3092\u7406\u89e3\u30fb\u4e88\u9632\u30fb\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u77e5\u8b58\u3068\u884c\u52d5\u30b9\u30ad\u30eb\u3002<\/span><\/strong>\u9ad8\u5ea6\u306a\u5c02\u9580\u6280\u8853\u3068\u3044\u3046\u3088\u308a\u3082\u3001\u65e5\u5e38\u696d\u52d9\u306b\u304a\u3051\u308b\u6700\u4f4e\u9650\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u610f\u8b58\u3068\u5b9f\u8df5\u80fd\u529b\u3092\u6307\u3059\u3002<\/p>\n\n\n\n<p>\u3010<strong>\u4e3b\u306a\u30ea\u30c6\u30e9\u30b7\u30fc\u8981\u7d20\u3068\u5bfe\u7b56\u4f8b\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u9805\u76ee<\/strong><\/th><th><strong>\u5185\u5bb9\u3068\u63a8\u5968\u884c\u52d5\u4f8b<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u30d1\u30b9\u30ef\u30fc\u30c9\u7ba1\u7406<\/td><td>\u8907\u96d1\u306a\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u751f\u6210\u30fb\u7ba1\u7406\uff08\u4f8b\uff1a\u30d1\u30b9\u30ef\u30fc\u30c9\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u6d3b\u7528\uff09<\/td><\/tr><tr><td>\u30e1\u30fc\u30eb\u5bfe\u7b56<\/td><td>\u30d5\u30a3\u30c3\u30b7\u30f3\u30b0\u3084\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\u3078\u306e\u6ce8\u610f\u3001\u9001\u4fe1\u524d\u306e\u5b9b\u5148\u78ba\u8a8d<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u4fdd\u8b77<\/td><td>\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u81ea\u5e2d\u96e2\u5e2d\u6642\u306e\u753b\u9762\u30ed\u30c3\u30af<\/td><\/tr><tr><td>\u30bd\u30fc\u30b7\u30e3\u30eb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u5bfe\u7b56<\/td><td>\u793e\u5185\u60c5\u5831\u3092\u4e0d\u7528\u610f\u306b\u6f0f\u3089\u3055\u306a\u3044\u3001ID\u30ab\u30fc\u30c9\u306e\u53d6\u308a\u6271\u3044\u6ce8\u610f\u306a\u3069<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u9650\u3089\u305a\u3001\u5168\u5f93\u696d\u54e1\u304c\u6301\u3064\u3079\u304d\u6700\u4f4e\u9650\u306e\u9632\u885b\u77e5\u8b58\u3068\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6559\u80b2\u30fb\u5553\u767a\u306b\u7d44\u307f\u8fbc\u307e\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30b9\u30fc\u30d1\u30fc\u30a2\u30d7\u30ea<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30b9\u30fc\u30d1\u30fc\u30a2\u30d7\u30ea\u3068\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u3001SNS\u3001EC\u3001\u6c7a\u6e08\u3001\u914d\u8eca\u3001\u30c1\u30b1\u30c3\u30c8\u4e88\u7d04\u306a\u3069\u306e\u8907\u6570\u306e\u6a5f\u80fd\u3084\u30b5\u30fc\u30d3\u30b9\u30921\u3064\u306e\u30a2\u30d7\u30ea\u4e0a\u3067\u7d71\u5408\u7684\u306b\u63d0\u4f9b\u3059\u308b\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5f62\u614b\u3002<\/span><\/strong>\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3055\u308c\u305f\u30df\u30cb\u30a2\u30d7\u30ea\uff08Mini Program\uff09\u3092\u5185\u90e8\u306b\u6301\u3061\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u578b\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30a2\u30d7\u30ea\u540d<\/th><th>\u4e3b\u306a\u6a5f\u80fd\u7fa4<\/th><th>\u5099\u8003<\/th><\/tr><\/thead><tbody><tr><td>WeChat<\/td><td>\u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u6c7a\u6e08\u3001EC\u3001\u914d\u8eca\u3001\u4e88\u7d04\u3001\u884c\u653f\u624b\u7d9a\u304d\u306a\u3069<\/td><td>\u4e2d\u56fd\u3067\u306f\u4e8b\u5b9f\u4e0a\u306e\u751f\u6d3b\u30a4\u30f3\u30d5\u30e9<\/td><\/tr><tr><td>LINE<\/td><td>\u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u9001\u91d1\u3001\u30af\u30fc\u30dd\u30f3\u3001\u97f3\u697d\u3001\u30b2\u30fc\u30e0\u306a\u3069<\/td><td>\u56fd\u5185\u3067\u3082\u30df\u30cb\u30a2\u30d7\u30ea\u6a5f\u80fd\u304c\u62e1\u5145\u4e2d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u5b9f\u88c5\u4e0a\u306e\u89b3\u70b9\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SDK\u3092\u7528\u3044\u305f\u30df\u30cb\u30a2\u30d7\u30ea\u9023\u643a<\/li>\n\n\n\n<li>SSO\uff08\u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\uff09\u3068ID\u9023\u643a\u57fa\u76e4<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u306b\u3088\u308bUX\u6700\u9069\u5316\u3068\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u751f\u6210AI<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u751f\u6210AI\u3068\u306f\u3001\u5b66\u7fd2\u6e08\u307f\u30c7\u30fc\u30bf\u3092\u5143\u306b\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u306a\u3069\u306e\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u52d5\u751f\u6210\u3059\u308bAI\u6280\u8853<\/span><\/strong>\u3002\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\uff08\u4e3b\u306bTransformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff09\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u304a\u308a\u3001\u751f\u6210\u5185\u5bb9\u306e\u591a\u69d8\u6027\u3068\u81ea\u7136\u3055\u304c\u7279\u5fb4\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4e3b\u306a\u751f\u6210AI\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u7a2e\u985e<\/strong><\/th><th><strong>\u30e2\u30c7\u30eb\u4f8b<\/strong><\/th><th><strong>\u751f\u6210\u5185\u5bb9<\/strong><\/th><th><strong>\u6d3b\u7528\u9818\u57df<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/td><td>ChatGPT\u3001Claude<\/td><td>\u4f1a\u8a71\u6587\u3001\u8a18\u4e8b\u3001\u8981\u7d04<\/td><td>\u30ab\u30b9\u30bf\u30de\u30fc\u5bfe\u5fdc\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u652f\u63f4<\/td><\/tr><tr><td>\u753b\u50cf\u751f\u6210<\/td><td>Stable Diffusion\u3001Midjourney<\/td><td>\u30a4\u30e9\u30b9\u30c8\u3001\u80cc\u666f\u753b\u50cf<\/td><td>\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3001\u5e83\u544a\u3001UI\u30e2\u30c3\u30af<\/td><\/tr><tr><td>\u97f3\u58f0\u30fb\u52d5\u753b\u751f\u6210<\/td><td>ElevenLabs\u3001Runway\u306a\u3069<\/td><td>\u97f3\u58f0\u5408\u6210\u3001\u6620\u50cf\u7de8\u96c6<\/td><td>\u30b2\u30fc\u30e0\u3001\u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u6620\u50cf\u5236\u4f5c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u751f\u6210AI\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u51fa\u529b\u3057\u307e\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u5b58\u5728\u3057\u306a\u3044\u60c5\u5831\u3084\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5185\u5bb9\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u3092\u81ea\u7136\u306a\u6587\u4f53\u3067\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u696d\u52d9\u5229\u7528\u6642\u306f\u3001\u5fc5\u305a\u4eba\u9593\u306b\u3088\u308b\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\u304c\u5fc5\u8981\u3067\u3059\u3002<br><br>\u307e\u305f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u65e2\u5b58\u4f5c\u54c1\u3084\u30b3\u30fc\u30c9\u3092\u53c2\u8003\u306b\u751f\u6210\u3055\u308c\u308b\u305f\u3081\u3001\u751f\u6210\u7269\u304c\u8457\u4f5c\u6a29\u7684\u306b\u985e\u4f3c\u3057\u305f\u308a\u3001\u518d\u5229\u7528\u306b\u5236\u9650\u304c\u3042\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5546\u7528\u5229\u7528\u3084\u516c\u958b\u524d\u306b\u306f\u30e9\u30a4\u30bb\u30f3\u30b9\u3084\u4f7f\u7528\u6761\u4ef6\u306e\u78ba\u8a8d\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u5165\u529b\u30c7\u30fc\u30bf\u304c\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u51e6\u7406\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u305f\u3081\u3001\u696d\u52d9\u4e0a\u306e\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u5165\u529b\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u30dd\u30ea\u30b7\u30fc\u3067\u751f\u6210AI\u5229\u7528\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u8a2d\u3051\u308b\u4f01\u696d\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u3068\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5185\u90e8\u30fb\u5916\u90e8\u3059\u3079\u3066\u306e\u901a\u4fe1\u3092\u4fe1\u7528\u305b\u305a\u3001\u5e38\u306b\u691c\u8a3c\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30e2\u30c7\u30eb<\/span><\/strong>\u3002\u5f93\u6765\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5185\u90e8\u306f\u5b89\u5168\u3068\u3055\u308c\u3066\u3044\u305f\u304c\u3001\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u3067\u306f\u3059\u3079\u3066\u306b\u5bfe\u3057\u3066\u5bfe\u7b56\u304c\u8b1b\u3058\u3089\u308c\u308b\u3002<br><br>\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30e2\u30c7\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u8105\u5a01\u3092\u9632\u3050\u3060\u3051\u3067\u306a\u304f\u3001\u4e0d\u5be9\u306a\u30a2\u30af\u30bb\u30b9\u306e\u539f\u56e0\u7279\u5b9a\u3082\u5bb9\u6613\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u5c0e\u5165\u52b9\u679c<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5185\u90e8\u4e0d\u6b63\u3084\u8a8d\u8a3c\u60c5\u5831\u306e\u6f0f\u3048\u3044\u306b\u3088\u308b\u88ab\u5bb3\u306e\u6700\u5c0f\u5316<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u30fb\u30c6\u30ec\u30ef\u30fc\u30af\u74b0\u5883\u4e0b\u3067\u3082\u5b89\u5168\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1<\/li>\n\n\n\n<li>\u4e0d\u5be9\u306a\u6319\u52d5\u306e\u65e9\u671f\u691c\u51fa\u3068\u539f\u56e0\u306e\u30c8\u30ec\u30fc\u30b9\u304c\u5bb9\u6613\u306b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u5b9f\u88c5\u8981\u7d20<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ID\u8a8d\u8a3c\uff08MFA\u3001SSO\u3001SAML\u3001OIDC \u306a\u3069\uff09<\/li>\n\n\n\n<li>\u30c7\u30d0\u30a4\u30b9\u8a8d\u8a3c\uff0f\u72b6\u614b\u7ba1\u7406\uff08MDM\u3001EDR\uff09<\/li>\n\n\n\n<li>\u901a\u4fe1\u5236\u5fa1\uff08\u30de\u30a4\u30af\u30ed\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001ZTNA\uff09<\/li>\n\n\n\n<li>\u30ed\u30b0\u5206\u6790\u30fb\u884c\u52d5\u76e3\u8996\uff08SIEM\u3001UEBA\uff09<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\uff08Source Code\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3068\u306f\u4eba\u9593\u304c\u8aad\u3081\u308b\u5f62\u5f0f\u3067\u8a18\u8ff0\u3055\u308c\u305f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u52d5\u4f5c\u3092\u8a18\u8ff0\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3002<\/span><\/strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\uff08\u4f8b\uff1aPython\u3001Java\u3001C++\uff09\u3067\u66f8\u304b\u308c\u3001\u30d3\u30eb\u30c9\u30fb\u89e3\u91c8\u3092\u901a\u3058\u3066\u5b9f\u884c\u53ef\u80fd\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u306a\u308b\u3002<br><br>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u306f\u3001\u8a2d\u8a08\u601d\u60f3\u30fb\u51e6\u7406\u30ed\u30b8\u30c3\u30af\u30fb\u4ed5\u69d8\u306e\u5b9f\u88c5\u5185\u5bb9\u306a\u3069\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u3059\u3079\u3066\u304c\u8a18\u8ff0\u3055\u308c\u3066\u304a\u308a\u3001\u53ef\u8aad\u6027\u3084\u4fdd\u5b88\u6027\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u8cea\u304c\u30b3\u30fc\u30c9\u5168\u4f53\u306e\u54c1\u8cea\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30b3\u30fc\u30c9\u5185\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30db\u30fc\u30eb\u3084\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3055\u308c\u305f\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u8106\u5f31\u6027\u3084\u60c5\u5831\u6f0f\u3048\u3044\u306e\u30ea\u30b9\u30af\u306b\u3082\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u7ba1\u7406\u30fb\u30ec\u30d3\u30e5\u30fc\u4f53\u5236\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u7d99\u7d9a\u7684\u306b\u66f4\u65b0\u30fb\u4fee\u6b63\u3055\u308c\u308b\u305f\u3081\u3001\u5c65\u6b74\u306e\u7ba1\u7406\u3084\u5dee\u5206\u306e\u78ba\u8a8d\u3001\u5171\u540c\u7de8\u96c6\u3001\u30ea\u30ea\u30fc\u30b9\u6642\u306e\u5b89\u5b9a\u6027\u78ba\u4fdd\u306b\u306f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5229\u7528\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u7279\u306bGit\u306f\u3001\u5206\u6563\u578b\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u306e\u4ee3\u8868\u683c\u3068\u3057\u3066\u3001\u958b\u767a\u73fe\u5834\u3067\u6a19\u6e96\u7684\u306b\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"rtoc-5\"  class=\"wp-block-heading\"><a><\/a>\u30bf\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30f3\u30eb\u30fc\u30e0\uff08Data Clean Room\uff09 <\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30f3\u30eb\u30fc\u30e0\u3068\u306f\u3001\u4f01\u696d\u9593\u3067\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u5b89\u5168\u306b\u7d71\u5408\u30fb\u5206\u6790\u3067\u304d\u308b\u4eee\u60f3\u74b0\u5883<\/span><\/strong>\u3067\u3042\u308b\u3002\u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u30c7\u30fc\u30bf\u3092\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306b\u914d\u616e\u3057\u3066\u6271\u3046\u305f\u3081\u306b\u3001\u533f\u540d\u5316\u30fb\u96c6\u8a08\u51e6\u7406\u304c\u3055\u308c\u305f\u72b6\u614b\u3067\u3057\u304b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u305a\u3001\u5916\u90e8\u3078\u306e\u6301\u3061\u51fa\u3057\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u5e83\u544a\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u9818\u57df\u3067\u7279\u306b\u6ce8\u76ee\u3055\u308c\u3066\u304a\u308a\u3001\u5c0f\u58f2\u3068\u91d1\u878d\u3001\u30e1\u30c7\u30a3\u30a2\u3068\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u3001\u7570\u306a\u308b\u696d\u754c\u306e\u30c7\u30fc\u30bf\u9023\u643a\u306b\u3082\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08Database\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u3001\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u554f\u308f\u305a\u3001\u4e00\u5b9a\u306e\u30eb\u30fc\u30eb\u3067\u6574\u7406\u30fb\u683c\u7d0d\u3055\u308c\u3001\u52b9\u7387\u7684\u306b\u691c\u7d22\u30fb\u66f4\u65b0\u3067\u304d\u308b\u60c5\u5831\u306e\u96c6\u5408\u4f53<\/span><\/strong>\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u4e2d\u6838\u3068\u306a\u308b\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u624b\u6bb5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7a2e\u985e<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08RDB\uff09<\/td><td>\u30c6\u30fc\u30d6\u30eb\uff08\u884c\u00d7\u5217\uff09\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3001SQL\u3067\u64cd\u4f5c\uff08\u4f8b\uff1aMySQL\u3001PostgreSQL\uff09<\/td><\/tr><tr><td>NoSQL<\/td><td>\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u3067\u67d4\u8edf\u306a\u69cb\u9020\u3092\u6301\u3064DB\u7fa4\u3002\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b\u30fb\u30ad\u30fc\u5024\u578b\u30fb\u30ab\u30e9\u30e0\u6307\u5411\u578b\u306a\u3069\uff08\u4f8b\uff1aMongoDB\u3001Redis\uff09<\/td><\/tr><tr><td>\u6642\u7cfb\u5217\uff0f\u30b0\u30e9\u30d5DB<\/td><td>IoT\u30c7\u30fc\u30bf\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020\u306a\u3069\u3001\u7528\u9014\u7279\u5316\u578b\u306eDB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>SQL\u3068\u306e\u9055\u3044\u3068\u3057\u3066\u306f\u3001SQL\u306f\u4e3b\u306bRDB\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306e\u8a00\u8a9e\u3067\u3042\u308a\u3001\u300c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1dSQL\u300d\u3067\u306f\u306a\u3044\u3002NoSQL\u7cfbDB\u306fSQL\u3092\u4f7f\u7528\u3057\u306a\u3044\u5834\u5408\u304c\u591a\u3044\u304c\u3001SQL\u30e9\u30a4\u30af\u306a\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u5099\u3048\u308b\u3053\u3068\u3082\u3042\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\uff08Data-Driven\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u3068\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u958b\u767a\u3001\u7d44\u7e54\u904b\u55b6\u306b\u304a\u3044\u3066\u3001\u7d4c\u9a13\u3084\u52d8\u306b\u983c\u3089\u305a\u3001\u5b9a\u91cf\u7684\u306a\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u30fb\u884c\u52d5\u3092\u884c\u3046\u610f\u601d\u6c7a\u5b9a\u624b\u6cd5\u3002<\/span><\/strong>\u7279\u306bWeb\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306e\u73fe\u5834\u3067\u306f\u3001KPI\u3084\u884c\u52d5\u30ed\u30b0\u306a\u3069\u3092\u5206\u6790\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u7406\u89e3\u3084\u65bd\u7b56\u6539\u5584\u306b\u3064\u306a\u3052\u308b\u52d5\u304d\u304c\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306e\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5224\u65ad\u306e\u518d\u73fe\u6027\u30fb\u5ba2\u89b3\u6027\u304c\u9ad8\u307e\u308b<\/li>\n\n\n\n<li>\u5c5e\u4eba\u6027\u3092\u6392\u9664\u3057\u3001\u7d44\u7e54\u7684\u306a\u6700\u9069\u5316\u304c\u53ef\u80fd<\/li>\n\n\n\n<li>\u9867\u5ba2\u30cb\u30fc\u30ba\u3084\u5e02\u5834\u5909\u5316\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u308b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u5b9f\u8df5\u306b\u5fc5\u8981\u306a\u8981\u7d20<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u53ce\u96c6\u57fa\u76e4\uff08DWH\u3001CDP\u3001BI\u30c4\u30fc\u30eb\uff09<\/li>\n\n\n\n<li>\u5206\u6790\u30b9\u30ad\u30eb\uff08SQL\uff0fPython\u3001\u7d71\u8a08\u3001\u53ef\u8996\u5316\uff09<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\uff08\u610f\u601d\u6c7a\u5b9a\u6a29\u9650\u306e\u5206\u6563\u3084KPI\u904b\u7528\uff09<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\uff08Data Mining\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u96a0\u308c\u305f\u6cd5\u5247\u6027\u3084\u95a2\u9023\u6027\u3092\u81ea\u52d5\u7684\u306b\u62bd\u51fa\u3059\u308b\u5206\u6790\u624b\u6cd5<\/span><\/strong>\u3002\u5358\u306a\u308b\u96c6\u8a08\u3067\u306f\u306a\u304f\u3001\u4e88\u6e2c\u30fb\u5206\u985e\u30fb\u30d1\u30bf\u30fc\u30f3\u62bd\u51fa\u3092\u901a\u3058\u3066\u3001\u6709\u7528\u306a\u77e5\u8b58\u3092\u5c0e\u51fa\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u624b\u6cd5\u540d<\/th><th>\u6982\u8981<\/th><th>\u4e3b\u306a\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/td><td>\u30c7\u30fc\u30bf\u9593\u306e\u985e\u4f3c\u5ea6\u306b\u57fa\u3065\u3044\u3066\u30b0\u30eb\u30fc\u30d7\u5316<\/td><td>\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u30e6\u30fc\u30b6\u30fc\u5206\u985e<\/td><\/tr><tr><td>\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/td><td>\u3088\u304f\u4e00\u7dd2\u306b\u51fa\u73fe\u3059\u308b\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u3092\u62bd\u51fa<\/td><td>\u30ec\u30b3\u30e1\u30f3\u30c9\uff08\u4f8b\uff1aAmazon\u306e\u300c\u3053\u308c\u3082\u8cb7\u3063\u3066\u307e\u3059\u300d\uff09<\/td><\/tr><tr><td>\u6c7a\u5b9a\u6728\uff0f\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8<\/td><td>\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u6761\u4ef6\u5206\u5c90\u30fb\u4e88\u6e2c<\/td><td>\u9867\u5ba2\u96e2\u53cd\u4e88\u6e2c\u3001\u8cfc\u8cb7\u4e88\u6e2c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u8aa4\u3063\u305f\u524d\u51e6\u7406\u3084\u904e\u5b66\u7fd2\u306b\u3088\u3063\u3066\u3001\u89e3\u91c8\u4e0d\u80fd\u30fb\u6c4e\u7528\u6027\u306e\u4f4e\u3044\u7d50\u679c\u306b\u306a\u308b\u30ea\u30b9\u30af\u304c\u3042\u308b\u305f\u3081\u3001\u524d\u63d0\u3068\u306a\u308b\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3068\u5206\u6790\u8005\u306e\u7406\u89e3\u304c\u4e0d\u53ef\u6b20\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30d0\u30c3\u30b0\uff08Debug\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30d0\u30c3\u30b0\u3068\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u304a\u3044\u3066\u3001\u30d0\u30b0\uff08\u4e0d\u5177\u5408\uff09\u3092\u691c\u51fa\u3057\u3001\u4fee\u6b63\u3059\u308b\u4e00\u9023\u306e\u5de5\u7a0b<\/span><\/strong>\u3002\u30d3\u30eb\u30c9\u30a8\u30e9\u30fc\u3084\u5b9f\u884c\u6642\u30a8\u30e9\u30fc\u3001\u610f\u56f3\u3068\u7570\u306a\u308b\u51e6\u7406\u306a\u3069\u3092\u898b\u3064\u3051\u3066\u4fee\u6b63\u3059\u308b\u4f5c\u696d\u3067\u3042\u308a\u3001\u518d\u73fe\u6027\u306e\u78ba\u8a8d\u3084\u539f\u56e0\u306e\u7279\u5b9a\u3001\u5f71\u97ff\u7bc4\u56f2\u306e\u691c\u8a3c\u307e\u3067\u542b\u307e\u308c\u308b\u3002<br><br>\u4ee3\u8868\u7684\u306a\u3082\u306e\u3068\u3057\u3066\u307e\u305a\u6319\u3052\u3089\u308c\u308b\u306e\u304c\u30ed\u30b8\u30c3\u30af\u30a8\u30e9\u30fc\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u6761\u4ef6\u5206\u5c90\u3084\u30eb\u30fc\u30d7\u51e6\u7406\u306a\u3069\u306e\u5236\u5fa1\u69cb\u9020\u306b\u8aa4\u308a\u304c\u3042\u308a\u3001\u610f\u56f3\u3057\u305f\u52d5\u4f5c\u304c\u5b9f\u884c\u3055\u308c\u306a\u3044\u30b1\u30fc\u30b9\u3092\u6307\u3057\u307e\u3059\u3002\u6b21\u306b\u3001UI\uff08\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff09\u3084\u63cf\u753b\u306b\u95a2\u3059\u308b\u30d0\u30b0\u304c\u3042\u308a\u307e\u3059\u3002\u753b\u9762\u306e\u8868\u793a\u304c\u5d29\u308c\u305f\u308a\u3001\u753b\u50cf\u3084\u30b9\u30bf\u30a4\u30eb\u304c\u6b63\u3057\u304f\u9069\u7528\u3055\u308c\u306a\u304b\u3063\u305f\u308a\u3068\u3044\u3063\u305f\u554f\u984c\u3067\u3001\u7279\u306bWeb\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3067\u3088\u304f\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u30a8\u30e9\u30fc\u3082\u4e00\u822c\u7684\u3067\u3059\u3002\u3053\u308c\u306f\u5b9f\u884c\u4e2d\u306b\u767a\u751f\u3059\u308b\u4e0d\u5177\u5408\u3067\u3001Null\u53c2\u7167\u3084\u30bc\u30ed\u9664\u7b97\u306a\u3069\u306b\u3088\u308a\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30af\u30e9\u30c3\u30b7\u30e5\u3059\u308b\u3088\u3046\u306a\u30b1\u30fc\u30b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4ee3\u8868\u7684\u306a\u30c7\u30d0\u30c3\u30b0\u30c4\u30fc\u30eb\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u30c4\u30fc\u30eb\u540d<\/strong><strong><\/strong><\/td><td><strong>\u7279\u5fb4<\/strong><strong><\/strong><\/td><td><strong>\u6d3b\u7528\u65b9\u6cd5<\/strong><strong><\/strong><\/td><\/tr><tr><td><strong>Chrome DevTools<\/strong> <strong>&nbsp;<\/strong><\/td><td>Google Chrome\u30d6\u30e9\u30a6\u30b6\u3067\u52d5\u4f5c\u3059\u308bWeb\u30a2\u30d7\u30ea\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u89e3\u6790\u30fb\u4fee\u6b63\u304c\u53ef\u80fd<\/td><td>HTML\u30fbCSS\u30fbJavaScript\u306e\u30c7\u30d0\u30c3\u30b0\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5206\u6790<\/td><\/tr><tr><td><strong>PyCharm Debugger<\/strong><\/td><td>Python\u7528IDE\u3002\u30d6\u30ec\u30fc\u30af\u30dd\u30a4\u30f3\u30c8\u3084\u30b9\u30c6\u30c3\u30d7\u5b9f\u884c\u3001\u5909\u6570\u30a6\u30a9\u30c3\u30c1\u6a5f\u80fd\u306a\u3069<\/td><td>\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4e00\u6642\u505c\u6b62\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u306e\u8a2d\u5b9a\u3001\u5909\u6570\u306e\u76e3\u8996<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\uff0f\u30ed\u30b0\u51fa\u529b\uff0fCI\u306e\u6d3b\u7528\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4eba\u624b\u306b\u3088\u308b\u30c7\u30d0\u30c3\u30b0\u4f5c\u696d\u306e\u52b9\u7387\u5316\u30fb\u81ea\u52d5\u5316\u304c\u53ef\u80fd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\uff08Digital Twin\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u30e2\u30ce\u30fb\u30d7\u30ed\u30bb\u30b9\u30fb\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u4eee\u60f3\u7a7a\u9593\u4e0a\u306b\u5fe0\u5b9f\u306b\u518d\u73fe\u3057\u3001\u72b6\u614b\u306e\u53ef\u8996\u5316\u30fb\u4e88\u6e2c\u30fb\u6700\u9069\u5316\u3092\u53ef\u80fd\u306b\u3059\u308b\u6280\u8853\u6982\u5ff5<\/span><\/strong>\u3002\u30bb\u30f3\u30b5\u30fc\u3084IoT\u3067\u53ce\u96c6\u3057\u305f\u60c5\u5831\u3092\u57fa\u306b\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u3092\u884c\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u8981\u7d20<\/strong><\/th><th><strong>\u5185\u5bb9\u30fb\u5177\u4f53\u4f8b<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>\u30ea\u30a2\u30eb\u5074\u306e\u5bfe\u8c61\u7269\uff08\u7269\u7406\u7a7a\u9593\uff09<\/strong><\/td><td>\u5de5\u5834\u8a2d\u5099\u3001\u90fd\u5e02\u30a4\u30f3\u30d5\u30e9\u3001\u8eca\u4e21\u3001\u5efa\u7bc9\u7269\u3001\u4eba\u4f53\u3001\u81ea\u7136\u74b0\u5883\u306a\u3069<\/td><\/tr><tr><td><strong>\u4eee\u60f3\u30e2\u30c7\u30eb\uff08\u30c7\u30b8\u30bf\u30eb\u7a7a\u9593\uff09<\/strong><\/td><td>3D\u30e2\u30c7\u30eb\u3001\u69cb\u9020\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u30e2\u30c7\u30eb\u3001AI\u306b\u3088\u308b\u52d5\u4f5c\u4e88\u6e2c<\/td><\/tr><tr><td><strong>\u30c7\u30fc\u30bf\u9023\u643a\u57fa\u76e4<\/strong><\/td><td>IoT\u30bb\u30f3\u30b5\u30fc\u30015G\u901a\u4fe1\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3001\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u57fa\u76e4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u3010\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306e\u6d3b\u7528\u4e8b\u4f8b\u3011<\/strong><\/p>\n\n\n\n<p><strong>\u88fd\u9020\u696d\uff1a<\/strong>\u8a2d\u5099\u3084\u30e9\u30a4\u30f3\u306e\u52d5\u4f5c\u3092\u4eee\u60f3\u7a7a\u9593\u3067\u518d\u73fe\u3057\u3001\u4e8b\u524d\u306e\u4e0d\u5177\u5408\u691c\u77e5\u3084\u751f\u7523\u6700\u9069\u5316\u3092\u5b9f\u73fe<br><strong>\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3<\/strong>\uff1a\u4ea4\u901a\u91cf\u30fb\u30a8\u30cd\u30eb\u30ae\u30fc\u4f7f\u7528\u30fb\u4f4f\u6c11\u884c\u52d5\u306a\u3069\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u4eee\u60f3\u90fd\u5e02\u306b\u53cd\u6620\u3057\u3001\u90fd\u5e02\u8a2d\u8a08\u30fb\u707d\u5bb3\u5bfe\u7b56\u306b\u6d3b\u7528<br><strong>\u81ea\u52d5\u8eca\uff1a<\/strong>\u8d70\u884c\u30c7\u30fc\u30bf\u3092\u8eca\u4e21\u30e2\u30c7\u30eb\u306b\u9023\u643a\u3057\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3084\u904b\u8ee2\u652f\u63f4\u306e\u9ad8\u5ea6\u5316\u3092\u56f3\u308b<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30b8\u30bf\u30eb\u514d\u75ab\u30b7\u30b9\u30c6\u30e0\uff08Digital Immune System\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30b8\u30bf\u30eb\u514d\u75ab\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30ec\u30b8\u30ea\u30a8\u30f3\u30b9\uff08\u56de\u5fa9\u529b\uff09\u3092\u9ad8\u3081\u3001\u969c\u5bb3\u30fb\u8105\u5a01\u30fb\u8106\u5f31\u6027\u306b\u81ea\u5f8b\u7684\u306b\u5bfe\u5fdc\u3059\u308b\u4ed5\u7d44\u307f\u3002<\/span><\/strong>\u5f93\u6765\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u76e3\u8996\u306b\u52a0\u3048\u3001AI\u30fb\u81ea\u52d5\u5316\u30fb\u30c6\u30b9\u30c8\u30fb\u89b3\u6e2c\u6027\u306e\u5404\u8981\u7d20\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u81ea\u5df1\u4fee\u5fa9\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u3092\u5b9f\u73fe\u3059\u308b\u8003\u3048\u65b9\u3002<br><br>Gartner\u304c2022\u5e74\u306e\u6ce8\u76ee\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u6319\u3052\u3066\u4ee5\u964d\u300c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff0b\u4fe1\u983c\u6027\uff0b\u904b\u7528\u6027\u300d\u3092\u7d71\u5408\u7684\u306b\u6271\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u69cb\u6210\u8981\u7d20\u306e\u4f8b\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u9805\u76ee<\/strong><\/th><th><strong>\u6982\u8981<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u81ea\u52d5\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc<\/td><td>\u7570\u5e38\u691c\u77e5\u5f8c\u306b\u30a2\u30ab\u30a6\u30f3\u30c8\u505c\u6b62\u3001\u901a\u4fe1\u906e\u65ad\u306a\u3069\u3092\u81ea\u52d5\u5316<\/td><\/tr><tr><td>\u30de\u30eb\u30a6\u30a7\u30a2\u691c\u51fa<\/td><td>AI\u306b\u3088\u308b\u632f\u308b\u821e\u3044\u691c\u77e5\u3084\u30d5\u30a1\u30a4\u30eb\u89e3\u6790\u3067\u672a\u77e5\u306e\u30de\u30eb\u30a6\u30a7\u30a2\u3092\u8b58\u5225<\/td><\/tr><tr><td>\u30ab\u30aa\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/td><td>\u610f\u56f3\u7684\u306b\u969c\u5bb3\u3092\u8d77\u3053\u3057\u3066\u8010\u969c\u5bb3\u6027\u3092\u9ad8\u3081\u308b\u8a2d\u8a08\u624b\u6cd5\uff08\u4f8b\uff1aNetflix\u306eChaos Monkey\uff09<\/td><\/tr><tr><td>\u30b5\u30a4\u30c8\u30ea\u30e9\u30a4\u30a2\u30d3\u30ea\u30c6\u30a3\uff08SRE\uff09<\/td><td>\u5197\u9577\u5316\u30fb\u81ea\u52d5\u5fa9\u65e7\u30fb\u30a2\u30e9\u30fc\u30c8\u6700\u9069\u5316\u306b\u3088\u308b\u30b5\u30fc\u30d3\u30b9\u5b89\u5b9a\u5316<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u4eba\u5de5\u306e\u795e\u7d4c\u56de\u8def\uff09\u3092\u591a\u5c64\u5316\uff08\u6df1\u5c64\u5316\uff09\u3059\u308b\u3053\u3068\u3067\u3001\u7279\u5fb4\u62bd\u51fa\u304b\u3089\u6700\u7d42\u7684\u306a\u5224\u65ad\u307e\u3067\u3092\u81ea\u52d5\u3067\u5b66\u7fd2\u3059\u308bAI\u306e\u6280\u8853\u9818\u57df<\/span><\/strong>\u3002\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u306f\u4eba\u304c\u7279\u5fb4\u91cf\u3092\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f\u304c\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u81ea\u52d5\u3067\u62bd\u51fa\u3057\u3001\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u8b58\u5225\u3067\u304d\u308b<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u4e3b\u306a\u5fdc\u7528\u5206\u91ce<\/strong><\/p>\n\n\n\n<p>\u5f37\u5316\u5b66\u7fd2\uff08\u81ea\u52d5\u904b\u8ee2\u3001\u30b2\u30fc\u30e0AI\uff09<br>\u753b\u50cf\u8a8d\u8b58\uff08\u9854\u691c\u51fa\u3001\u7269\u4f53\u691c\u51fa\uff09<br>\u97f3\u58f0\u8a8d\u8b58\uff08\u6587\u5b57\u8d77\u3053\u3057\u3001\u30b3\u30de\u30f3\u30c9\u64cd\u4f5c\uff09<br>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08\u7ffb\u8a33\u3001\u6587\u7ae0\u751f\u6210\uff09<\/p>\n<\/div><\/div>\n\n\n\n<p>\u3010<strong>\u4ee3\u8868\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>\u3011<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td>TensorFlow<\/td><td>Google\u958b\u767a\u3002\u5927\u898f\u6a21\u5b9f\u7528\u5411\u304d\u3001C++\u3084\u30e2\u30d0\u30a4\u30eb\u5bfe\u5fdc\u3082\u53ef\u80fd<\/td><\/tr><tr><td>PyTorch<\/td><td>Meta\uff08\u65e7Facebook\uff09\u958b\u767a\u3002\u67d4\u8edf\u6027\u30fbPython\u89aa\u548c\u6027\u304c\u9ad8\u304f\u7814\u7a76\u5206\u91ce\u3067\u4eba\u6c17<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30a3\u30b9\u30a4\u30f3\u30d5\u30a9\u30e1\u30fc\u30b7\u30e7\u30f3\uff08Disinformation\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30c7\u30a3\u30b9\u30a4\u30f3\u30d5\u30a9\u30e1\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001\u865a\u507d\u307e\u305f\u306f\u8aa4\u89e3\u3092\u62db\u304f\u60c5\u5831\u3092\u610f\u56f3\u7684\u306b\u4f5c\u6210\u30fb\u62e1\u6563\u3057\u3001\u7279\u5b9a\u306e\u76ee\u7684\u3067\u4e16\u8ad6\u3084\u500b\u4eba\u306e\u5224\u65ad\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u60c5\u5831\u64cd\u4f5c\u306e\u624b\u6cd5<\/span><\/strong>\u3002\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u3001AI\u751f\u6210\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u6539\u5909\u753b\u50cf\u30fb\u6620\u50cf\u306a\u3069\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001SNS\u3084\u52d5\u753b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u6025\u901f\u306b\u62e1\u6563\u3055\u308c\u308b\u50be\u5411\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u64cd\u4f5c\u610f\u56f3\u306e\u5b58\u5728\uff1a\u653f\u6cbb\u7684\u8a98\u5c0e\u3001\u5546\u696d\u7684\u5229\u76ca\u3001\u793e\u4f1a\u7684\u5206\u65ad\u306a\u3069\u660e\u78ba\u306a\u76ee\u7684\u3092\u6301\u3064<\/li>\n\n\n\n<li>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u7cbe\u5de7\u5316\uff1a\u81ea\u7136\u306a\u6587\u4f53\u3084\u30ea\u30a2\u30eb\u306a\u753b\u50cf\u306b\u3088\u308a\u771f\u5b9f\u3068\u306e\u533a\u5225\u304c\u56f0\u96e3<\/li>\n\n\n\n<li>\u6280\u8853\u306e\u9032\u5316\u3068\u9023\u52d5\uff1a\u751f\u6210AI\u3084\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u6280\u8853\u306b\u3088\u308a\u624b\u6cd5\u304c\u9ad8\u5ea6\u5316<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p><strong>\u3010\u5bfe\u7b56\u6280\u8853<strong>\u3011<\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6280\u8853\u30fb\u624b\u6cd5<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30e1\u30c7\u30a3\u30a2\u30d5\u30a9\u30ec\u30f3\u30b8\u30c3\u30af<\/strong><\/td><td>\u753b\u50cf\u30fb\u6620\u50cf\u306e\u6539\u3056\u3093\u3092\u691c\u51fa\u3059\u308bAI\u6280\u8853\uff08\u30ce\u30a4\u30ba\u5206\u6790\u30fb\u30a8\u30c3\u30b8\u691c\u51fa\u306a\u3069\uff09<\/td><\/tr><tr><td><strong>\u30b3\u30f3\u30c6\u30f3\u30c4\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0<\/strong><\/td><td>\u30a6\u30a9\u30fc\u30bf\u30fc\u30de\u30fc\u30af\u3084\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3088\u308a\u51fa\u6240\u30fb\u5909\u66f4\u5c65\u6b74\u3092\u8ffd\u8de1<\/td><\/tr><tr><td><strong>\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\u30b7\u30b9\u30c6\u30e0<\/strong><\/td><td>SNS\u30fb\u30e1\u30c7\u30a3\u30a2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u306e\u81ea\u52d5\u691c\u8a3c\u30fb\u901a\u5831\u6a5f\u80fd<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30c7\u30a3\u30b9\u30a4\u30f3\u30d5\u30a9\u30e1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5358\u306a\u308b\u8aa4\u60c5\u5831\uff08\u30df\u30b9\u30a4\u30f3\u30d5\u30a9\u30e1\u30fc\u30b7\u30e7\u30f3\uff09\u3068\u7570\u306a\u308a\u3001\u610f\u56f3\u7684\u306a\u62e1\u6563\u3068\u5f71\u97ff\u64cd\u4f5c\u304c\u4f34\u3046\u3053\u3068\u304c\u672c\u8cea\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h2 id=\"rtoc-6\"  class=\"wp-block-heading\"><a><\/a>\u30ca\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30ca\u30ec\u30c3\u30b8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30ca\u30ec\u30c3\u30b8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u306f\u3001\u7d44\u7e54\u5185\u306b\u84c4\u7a4d\u3055\u308c\u305f\u500b\u4eba\u306e\u77e5\u8b58\u30fb\u30ce\u30a6\u30cf\u30a6\u30fb\u7d4c\u9a13\u3092\u5f62\u5f0f\u77e5\u3068\u3057\u3066\u5171\u6709\u30fb\u6d3b\u7528\u3057\u3001\u696d\u52d9\u52b9\u7387\u3084\u7d44\u7e54\u529b\u3092\u9ad8\u3081\u308b\u624b\u6cd5\u30fb\u6226\u7565\u306e\u7dcf\u79f0<\/span><\/strong>\u3002\u660e\u6587\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u6697\u9ed9\u77e5\u3092\u62bd\u51fa\u3057\u3001\u5c5e\u4eba\u5316\u306e\u89e3\u6d88\u3001\u30ca\u30ec\u30c3\u30b8\u306e\u518d\u5229\u7528\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u5275\u51fa\u306b\u3064\u306a\u3052\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u3010<strong>\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9\u306e\u4e00\u822c\u4f8b<\/strong>\u3011<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30b9\u30c6\u30c3\u30d7<\/th><th>\u5185\u5bb9<\/th><\/tr><\/thead><tbody><tr><td>\u76ee\u7684\u306e\u660e\u78ba\u5316<\/td><td>\u5c5e\u4eba\u5316\u306e\u89e3\u6d88\u3001\u696d\u52d9\u6a19\u6e96\u5316\u3001\u6559\u80b2\u52b9\u7387\u5316\u306a\u3069<\/td><\/tr><tr><td>\u30ca\u30ec\u30c3\u30b8\u306e\u53ce\u96c6<\/td><td>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001FAQ\u3001Slack\u5c65\u6b74\u3001\u4f1a\u8a71\u3001\u5b9f\u52d9\u7d4c\u9a13\u306e\u53ef\u8996\u5316\u306a\u3069<\/td><\/tr><tr><td>\u5171\u6709\u65b9\u6cd5\u306e\u8a2d\u8a08<\/td><td>Wiki\u3001\u793e\u5185\u30dd\u30fc\u30bf\u30eb\u3001\u691c\u7d22\u6027\u306e\u9ad8\u3044DB\u3001\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306a\u3069<\/td><\/tr><tr><td>\u6d3b\u7528\u3068\u6539\u5584\u306e\u30b5\u30a4\u30af\u30eb<\/td><td>\u5229\u7528\u30ed\u30b0\u306e\u5206\u6790\u3001\u691c\u7d22\u6027\u6539\u5584\u3001\u5b9a\u671f\u7684\u306a\u68da\u5378\u3057\u30fb\u518d\u69cb\u6210<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4ee3\u8868\u7684\u306a\u5b9f\u88c5\u30c4\u30fc\u30eb\u306b\u306f\u3001Confluence\u3001Notion\u3001esa\u3001Qiita Team \u306a\u3069\u304c\u3042\u308b\u3002\u3053\u308c\u3089\u306f\u3044\u305a\u308c\u3082\u3001\u60c5\u5831\u306e\u69cb\u9020\u5316\u3084\u691c\u7d22\u6027\u3001\u5171\u540c\u7de8\u96c6\u3068\u3044\u3063\u305f\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306e\u57fa\u76e4\u3068\u3057\u3066\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u6280\u8853\u30c1\u30fc\u30e0\u306b\u304a\u3044\u3066\u306f\u3001\u904b\u7528\u30ce\u30a6\u30cf\u30a6\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u3001\u969c\u5bb3\u5bfe\u5fdc\u306e\u5c65\u6b74\u5171\u6709\u3001FAQ\u306e\u81ea\u52d5\u5316\u306a\u3069\u306b\u6d3b\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u696d\u52d9\u306e\u518d\u73fe\u6027\u3092\u9ad8\u3081\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b\u624b\u6bb5\u3068\u3057\u3066\u5b9a\u7740\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u57fa\u790e\uff08Network Fundamentals\uff09<\/h3>\n\n\n\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3084\u5404\u7a2e\u30c7\u30d0\u30a4\u30b9\u540c\u58eb\u3092\u7269\u7406\u7684\u307e\u305f\u306f\u8ad6\u7406\u7684\u306b\u63a5\u7d9a\u3057\u3001\u30c7\u30fc\u30bf\u3092\u3084\u308a\u53d6\u308a\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u4f53\u7cfb\u5168\u822c\u3092\u6307\u3059\u3002\u901a\u4fe1\u306e\u7bc4\u56f2\u3084\u65b9\u5f0f\u3001\u5229\u7528\u30d7\u30ed\u30c8\u30b3\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306a\u3069\u591a\u5c90\u306b\u308f\u305f\u308b\u69cb\u6210\u8981\u7d20\u3092\u542b\u3080\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4e3b\u306a\u5206\u985e<strong>\u3011<\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7528\u8a9e<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td>LAN<\/td><td>\u5efa\u7269\u5185\u306a\u3069\u306e\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u69cb\u7bc9\u3055\u308c\u308b\u30ed\u30fc\u30ab\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/td><\/tr><tr><td>WAN<\/td><td>\u8907\u6570\u306eLAN\u3092\u5e83\u57df\u3067\u7d50\u3076\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3082\u305d\u306e\u4e00\u7a2e<\/td><\/tr><tr><td>VPN<\/td><td>\u516c\u5171\u56de\u7dda\u4e0a\u306b\u4eee\u60f3\u7684\u306a\u5b89\u5168\u306a\u901a\u4fe1\u7d4c\u8def\u3092\u69cb\u7bc9\u3059\u308b\u6280\u8853\uff08\u4f8b\uff1aIPSec\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u901a\u4fe1\u306f\u3001TCP\/IP\uff08Transmission Control Protocol \/ Internet Protocol\uff09\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u901a\u4fe1\u30d7\u30ed\u30c8\u30b3\u30eb\u306b\u57fa\u3065\u3044\u3066\u884c\u308f\u308c\u308b\u3002TCP\/IP\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u652f\u3048\u308b\u57fa\u672c\u7684\u306a\u901a\u4fe1\u898f\u7d04\u3067\u3042\u308a\u3001\u4e0a\u4f4d\u5c64\u306b\u306fHTTP\uff08Web\u901a\u4fe1\uff09\u3001SMTP\uff08\u30e1\u30fc\u30eb\u9001\u4fe1\uff09\u3001FTP\uff08\u30d5\u30a1\u30a4\u30eb\u8ee2\u9001\uff09\u306a\u3069\u306e\u30d7\u30ed\u30c8\u30b3\u30eb\u304c\u5b58\u5728\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3068\u3057\u3066\u306f\u3001\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u306b\u3088\u308b\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u306e\u906e\u65ad\u3001IDS\/IPS\u306b\u3088\u308b\u4fb5\u5165\u306e\u691c\u77e5\u304a\u3088\u3073\u9632\u5fa1\u3001\u30ed\u30b0\u76e3\u8996\u306b\u3088\u308b\u7570\u5e38\u901a\u4fe1\u306e\u691c\u51fa\u3068\u3044\u3063\u305f\u624b\u6bb5\u304c\u6319\u3052\u3089\u308c\u308b\u3002\u3053\u308c\u3089\u306f\u30b7\u30b9\u30c6\u30e0\u306e\u53ef\u8996\u5316\u3068\u65e9\u671f\u5bfe\u5fdc\u3092\u5b9f\u73fe\u3059\u308b\u3046\u3048\u3067\u91cd\u8981\u306a\u8981\u7d20\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u8fd1\u5e74\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3084\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u300c\u5883\u754c\u578b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u300d\u304b\u3089\u8131\u5374\u3057\u3001\u3059\u3079\u3066\u306e\u901a\u4fe1\u3092\u4fe1\u983c\u305b\u305a\u691c\u8a3c\u3059\u308b\u300c\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u300d\u30e2\u30c7\u30eb\u3078\u306e\u79fb\u884c\u304c\u52a0\u901f\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2 id=\"rtoc-7\"  class=\"wp-block-heading\"><a><\/a>\u30cf\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d0\u30b0\uff08Bug\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30d0\u30b0\u3068\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b7\u30b9\u30c6\u30e0\u5185\u306b\u5b58\u5728\u3059\u308b\u6b20\u9665\u3001\u4e0d\u6574\u5408\u3001\u8aa4\u52d5\u4f5c\u306e\u539f\u56e0\u3068\u306a\u308b\u4e0d\u5177\u5408<\/span><\/strong>\u3092\u6307\u3059\u3002\u671f\u5f85\u3055\u308c\u305f\u6319\u52d5\u3092\u963b\u5bb3\u3057\u3001\u30af\u30e9\u30c3\u30b7\u30e5\u3084\u30c7\u30fc\u30bf\u7834\u640d\u3001UI\u306e\u4e0d\u6574\u5408\u306a\u3069\u3092\u5f15\u304d\u8d77\u3053\u3059\u3002<\/p>\n\n\n\n<p>\u767a\u751f\u8981\u56e0\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u3001\u30ed\u30b8\u30c3\u30af\u30df\u30b9\u3001\u8a2d\u8a08\u4e0a\u306e\u8aa4\u89e3\u3001\u4ed5\u69d8\u3068\u306e\u9f5f\u9f6c\u3001\u5916\u90e8\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e0d\u5177\u5408\u306a\u3069\u304c\u5178\u578b\u3067\u3042\u308b\u3002\u30d0\u30b0\u306e\u767a\u898b\u3068\u4fee\u6b63\u3092\u52b9\u7387\u7684\u306b\u884c\u3046\u305f\u3081\u306b\u306f\u3001\u6bb5\u968e\u7684\u304b\u3064\u7db2\u7f85\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c6\u30b9\u30c8\u306e\u5b9f\u65bd\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4e3b\u306a\u30c6\u30b9\u30c8\u306e\u7a2e\u985e<strong>\u3011<\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30c6\u30b9\u30c8\u7a2e\u5225<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td>\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8<\/td><td>\u500b\u5225\u306e\u95a2\u6570\u30fb\u30e1\u30bd\u30c3\u30c9\u306a\u3069\u6700\u5c0f\u5358\u4f4d\u306e\u52d5\u4f5c\u3092\u691c\u8a3c\u3059\u308b\uff08\u4f8b\uff1aJest, pytest\uff09<\/td><\/tr><tr><td>\u7d71\u5408\u30c6\u30b9\u30c8<\/td><td>\u8907\u6570\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u9023\u643a\u52d5\u4f5c\u3092\u78ba\u8a8d\u3057\u3001\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u4e0d\u6574\u5408\u3092\u691c\u51fa\u3059\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u81ea\u52d5\u5316\u30c6\u30b9\u30c8\u306e\u5c0e\u5165\u3084CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3078\u306e\u7d44\u307f\u8fbc\u307f\u306b\u3088\u308a\u3001\u30d0\u30b0\u306e\u65e9\u671f\u767a\u898b\u3068\u54c1\u8cea\u7dad\u6301\u3092\u4e21\u7acb\u3059\u308b\u3053\u3068\u304c\u73fe\u4ee3\u958b\u767a\u306e\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\uff08Back-end\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u80cc\u5f8c\u3067\u52d5\u4f5c\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u76f4\u63a5\u306f\u898b\u3048\u306a\u3044\u51e6\u7406\u3084\u30b7\u30b9\u30c6\u30e0\u69cb\u9020\u3092\u6307\u3059\u9818\u57df<\/span><\/strong>\u3067\u3042\u308b\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a8d\u8a3c\u51e6\u7406\u3001API\u3001\u30b5\u30fc\u30d0\u30fc\u30ed\u30b8\u30c3\u30af\u306a\u3069\u304c\u8a72\u5f53\u3057\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3068\u9023\u643a\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5168\u4f53\u306e\u6a5f\u80fd\u3092\u652f\u3048\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6280\u8853\u30b9\u30bf\u30c3\u30af<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td>Python \/ Django<\/td><td>\u9ad8\u901f\u306a\u958b\u767a\u304c\u53ef\u80fd\u306a\u30d5\u30eb\u30b9\u30bf\u30c3\u30afWeb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u7ba1\u7406\u753b\u9762\u3084ORM\u3082\u6a19\u6e96\u88c5\u5099<\/td><\/tr><tr><td>Node.js \/ Express<\/td><td>\u975e\u540c\u671f\u51e6\u7406\u306b\u5f37\u3044JavaScript\u30e9\u30f3\u30bf\u30a4\u30e0\u3002Express\u306f\u8efd\u91cf\u306aWeb\u30a2\u30d7\u30ea\u7528\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/td><\/tr><tr><td>Ruby \/ Rails<\/td><td>\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u6587\u3068\u9ad8\u901f\u958b\u767a\u3092\u5b9f\u73fe\u3059\u308b\u300cRails\u300d\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u4eba\u6c17<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u958b\u767a\u3067\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30c7\u30fc\u30bf\u6574\u5408\u6027\u306e\u62c5\u4fdd\u304c\u6c42\u3081\u3089\u308c\u308b\u3002\u8fd1\u5e74\u306fAPI\u30d5\u30a1\u30fc\u30b9\u30c8\u306a\u8a2d\u8a08\u601d\u60f3\u306b\u3088\u308a\u3001REST\u3084GraphQL\u306b\u3088\u308b\u5916\u90e8\u63a5\u7d9a\u6027\u3082\u91cd\u8996\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u3001\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3067\u306f\u6271\u3044\u304d\u308c\u306a\u3044\u307b\u3069\u5927\u91cf\u304b\u3064\u591a\u69d8\u306a\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u7fa4<\/span><\/strong>\u3092\u6307\u3059\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u753b\u50cf\u30fb\u52d5\u753b\u30fb\u97f3\u58f0\u30fb\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u30fbSNS\u6295\u7a3f\u306a\u3069\u306e\u975e\u69cb\u9020\u30c7\u30fc\u30bf\u3082\u542b\u3080\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u306b\u3001Volume\uff08\u91cf\uff09\u3001Variety\uff08\u7a2e\u985e\uff09\u3001Velocity\uff08\u901f\u5ea6\uff09\u306e\u300c3V\u300d\u304c\u7279\u5fb4\u3068\u3055\u308c\u3001\u52a0\u3048\u3066Veracity\uff08\u4fe1\u983c\u6027\uff09\u3001Value\uff08\u4fa1\u5024\uff09\u3092\u542b\u3080\u300c5V\u300d\u3067\u8aac\u660e\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5206\u91ce\u5225\u306e\u6d3b\u7528\u4f8b<strong>\u3011<\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5206\u91ce<\/th><th>\u6d3b\u7528\u5185\u5bb9<\/th><\/tr><\/thead><tbody><tr><td>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/td><td>EC\u30b5\u30a4\u30c8\u306e\u30ec\u30b3\u30e1\u30f3\u30c9\u30a8\u30f3\u30b8\u30f3\u3001SNS\u5e83\u544a\u306e\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0<\/td><\/tr><tr><td>\u533b\u7642<\/td><td>\u75be\u60a3\u4e88\u6e2c\u30e2\u30c7\u30eb\u3001\u8a3a\u65ad\u652f\u63f4\u3001\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u306e\u6d3b\u7528<\/td><\/tr><tr><td>\u91d1\u878d<\/td><td>\u9867\u5ba2\u306e\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3001\u4e0d\u6b63\u53d6\u5f15\u691c\u51fa\u3001\u6295\u8cc7\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6539\u5584<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>\u4ee3\u8868\u7684\u306a\u5206\u6790\u624b\u6cd5<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\uff1a\u985e\u4f3c\u6027\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001\u50be\u5411\u3084\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u628a\u63e1\u3059\u308b<\/li>\n\n\n\n<li>ABC\u5206\u6790\uff1a\u58f2\u4e0a\u3084\u91cd\u8981\u5ea6\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u30923\u30e9\u30f3\u30af\u306b\u5206\u985e\u3057\u3001\u512a\u5148\u9806\u4f4d\u3092\u53ef\u8996\u5316\u3059\u308b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u51e6\u7406\u57fa\u76e4\u3068\u3057\u3066\u306f\u3001Hadoop\u3001Spark\u3001BigQuery\u306a\u3069\u306e\u5206\u6563\u51e6\u7406\u30fb\u5927\u898f\u6a21\u5206\u6790\u74b0\u5883\u304c\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\uff08Firewall\uff09<\/h3>\n\n\n\n<p>\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3068\u306f\u3001<strong><span class=\"swl-marker mark_yellow\">\u5185\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u9593\u3067\u901a\u4fe1\u3092\u76e3\u8996\u30fb\u5236\u5fa1\u3057\u3001\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3092\u9632\u6b62\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0<\/span><\/strong>\u3067\u3042\u308b\u3002\u4e3b\u306bIP\u30a2\u30c9\u30ec\u30b9\u3001\u30dd\u30fc\u30c8\u756a\u53f7\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5358\u4f4d\u3067\u306e\u901a\u4fe1\u5236\u5fa1\u304c\u53ef\u80fd\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u306a\u5206\u985e\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7a2e\u985e<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u578b<\/td><td>\u30eb\u30fc\u30bf\u30fc\u3084\u5c02\u7528\u30a2\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3067\u901a\u4fe1\u30d1\u30b1\u30c3\u30c8\u3092\u76e3\u8996\u30fb\u906e\u65ad\u3059\u308b\u65b9\u5f0f<\/td><\/tr><tr><td>\u30db\u30b9\u30c8\u578b<\/td><td>\u5404\u30b5\u30fc\u30d0\u30fc\u30fb\u7aef\u672b\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u500b\u5225\u306b\u901a\u4fe1\u5236\u5fa1\u3092\u884c\u3046\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u578b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u306e\u5178\u578b\u7684\u306a\u6d3b\u7528\u3068\u3057\u3066\u306f\u3001\u7279\u5b9a\u306eIP\u30a2\u30c9\u30ec\u30b9\u306e\u30d6\u30ed\u30c3\u30af\u3001\u4f7f\u7528\u30dd\u30fc\u30c8\u306e\u5236\u9650\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3054\u3068\u306e\u901a\u4fe1\u8a31\u53ef\u306e\u8a2d\u5b9a\u306a\u3069\u304c\u3042\u308b\u3002WAF\uff08Web Application Firewall\uff09\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5c64\u306e\u4fdd\u8b77\u3082\u53ef\u80fd\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\uff08Fintech\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u3068\u306f\u3001\u91d1\u878d\uff08Finance\uff09\u3068\u6280\u8853\uff08Technology\uff09\u3092\u878d\u5408\u3057\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u4fbf\u6027\u30fb\u52b9\u7387\u6027\u30fb\u5b89\u5168\u6027\u3092\u9ad8\u3081\u308b\u6280\u8853\u5206\u91ce<\/span><\/strong>\u3067\u3042\u308b\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084\u30af\u30e9\u30a6\u30c9\u3001AI\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306a\u3069\u3092\u6d3b\u7528\u3057\u3001\u5f93\u6765\u306e\u9280\u884c\u30fb\u8a3c\u5238\u30fb\u4fdd\u967a\u696d\u52d9\u306b\u5909\u9769\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u3010<strong>\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u4f8b<\/strong>\u3011<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30b5\u30fc\u30d3\u30b9\u540d<\/th><th>\u6982\u8981<\/th><\/tr><\/thead><tbody><tr><td>PayPay<\/td><td>QR\u30b3\u30fc\u30c9\u30fb\u30d0\u30fc\u30b3\u30fc\u30c9\u3092\u5229\u7528\u3057\u305f\u30ad\u30e3\u30c3\u30b7\u30e5\u30ec\u30b9\u6c7a\u6e08\u30a2\u30d7\u30ea<\/td><\/tr><tr><td>Apple Pay<\/td><td>\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u3084\u96fb\u5b50\u30de\u30cd\u30fc\u3092\u4e00\u5143\u7ba1\u7406\u3067\u304d\u308b\u975e\u63a5\u89e6\u578b\u6c7a\u6e08\u30b7\u30b9\u30c6\u30e0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u305d\u306e\u4ed6\u3001\u500b\u4eba\u9593\u9001\u91d1\u3001\u8cc7\u7523\u904b\u7528\u30a2\u30d7\u30ea\u3001\u6697\u53f7\u8cc7\u7523\u53d6\u5f15\u3001\u4e0e\u4fe1\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306a\u3069\u3082\u542b\u307e\u308c\u3001API\u9023\u643a\u306b\u3088\u308b\u300c\u30aa\u30fc\u30d7\u30f3\u30d0\u30f3\u30ad\u30f3\u30b0\u300d\u306e\u9032\u5c55\u3068\u3068\u3082\u306b\u666e\u53ca\u304c\u52a0\u901f\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9<\/h3>\n\n\n\n<p>\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3068\u306f\u3001Web\u30b7\u30b9\u30c6\u30e0\u3084Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001<strong><span class=\"swl-marker mark_yellow\">\u30e6\u30fc\u30b6\u30fc\u304c\u76f4\u63a5\u64cd\u4f5c\u3059\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u5c64\u306e\u3053\u3068<\/span><\/strong>\u3092\u6307\u3059\u3002\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u4f5c\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u30fb\u64cd\u4f5c\u306b\u5fdc\u3058\u3066\u753b\u9762\u3092\u52d5\u7684\u306b\u5909\u5316\u3055\u305b\u305f\u308a\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u901a\u4fe1\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u30fb\u8868\u793a\u3059\u308b\u5f79\u5272\u3092\u62c5\u3046\u3002<\/p>\n\n\n\n<p>\u5bfe\u7fa9\u3068\u306a\u308b\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u51e6\u7406\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306a\u3069\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u76ee\u306b\u89e6\u308c\u306a\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u57fa\u76e4\u3092\u6307\u3059\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4ee3\u8868\u7684\u306a\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>\u9805\u76ee<\/strong><\/th><th><strong>\u5f79\u5272<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>HTML<\/strong><\/td><td>\u30da\u30fc\u30b8\u306e\u69cb\u9020\u3084\u8981\u7d20\u914d\u7f6e\u3092\u5b9a\u7fa9\u3059\u308b\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u8a00\u8a9e<\/td><\/tr><tr><td><strong>CSS<\/strong><\/td><td>\u8272\u3001\u30d5\u30a9\u30f3\u30c8\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306a\u3069\u3001\u898b\u305f\u76ee\u3092\u5236\u5fa1\u3059\u308b\u30b9\u30bf\u30a4\u30eb\u30b7\u30fc\u30c8\u8a00\u8a9e<\/td><\/tr><tr><td><strong>JavaScript<\/strong><\/td><td>\u30da\u30fc\u30b8\u5185\u306e\u52d5\u7684\u52d5\u4f5c\u3084\u975e\u540c\u671f\u901a\u4fe1\u3092\u5b9f\u73fe\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e<\/td><\/tr><tr><td><strong>React.js<\/strong><\/td><td>\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u6307\u5411\u3067UI\u3092\u69cb\u7bc9\u3059\u308bMeta\u88fd\u306eJavaScript\u30e9\u30a4\u30d6\u30e9\u30ea<\/td><\/tr><tr><td><strong>Vue.js<\/strong><\/td><td>\u30b7\u30f3\u30d7\u30eb\u306a\u8a18\u6cd5\u3068\u53cc\u65b9\u5411\u30c7\u30fc\u30bf\u30d0\u30a4\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u7279\u5fb4\u3068\u3059\u308bJavaScript\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/www.engineer-factory.com\/media\/working\/3730\/\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\uff08Blockchain\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3068\u306f\u3001\u53d6\u5f15\u30c7\u30fc\u30bf\u3092\u4e00\u5b9a\u5358\u4f4d\u306e\u30d6\u30ed\u30c3\u30af\u3068\u3057\u3066\u8a18\u9332\u3057\u3001\u305d\u308c\u3089\u3092\u6642\u7cfb\u5217\u3067\u9396\u72b6\u306b\u9023\u7d50\u3059\u308b\u5206\u6563\u578b\u53f0\u5e33\u6280\u8853<\/span><\/strong>\u3067\u3042\u308b\u3002\u5404\u30d6\u30ed\u30c3\u30af\u306b\u306f\u76f4\u524d\u306e\u30d6\u30ed\u30c3\u30af\u306e\u30cf\u30c3\u30b7\u30e5\u5024\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u4e00\u90e8\u306e\u6539\u3056\u3093\u304c\u5168\u4f53\u306e\u4e0d\u6574\u5408\u306b\u3064\u306a\u304c\u308b\u69cb\u9020\u3067\u3042\u308b\u305f\u3081\u3001\u8010\u6539\u3056\u3093\u6027\u306b\u512a\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u4e2d\u592e\u96c6\u6a29\u578b\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u7570\u306a\u308a\u3001\u30ce\u30fc\u30c9\u9593\u3067\u540c\u4e00\u306e\u53f0\u5e33\u30c7\u30fc\u30bf\u3092\u5206\u6563\u5171\u6709\u3057\u3001\u30b3\u30f3\u30bb\u30f3\u30b5\u30b9\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08\u4f8b\uff1aPoW\u3001PoS\u306a\u3069\uff09\u3092\u901a\u3058\u3066\u6b63\u5f53\u6027\u3092\u62c5\u4fdd\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u6d3b\u7528\u4f8b<strong>\u3011<\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5206\u91ce<\/th><th>\u5229\u7528\u76ee\u7684\u30fb\u52b9\u679c<\/th><\/tr><\/thead><tbody><tr><td>\u533b\u7642<\/td><td>\u60a3\u8005\u60c5\u5831\u306e\u6539\u3056\u3093\u9632\u6b62\u3068\u5b89\u5168\u306a\u75c5\u9662\u9593\u5171\u6709<\/td><\/tr><tr><td>\u7269\u6d41<\/td><td>\u751f\u7523\u304b\u3089\u914d\u9001\u307e\u3067\u306e\u5c65\u6b74\u3092\u8a18\u9332\u3057\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u900f\u660e\u6027\u3092\u5411\u4e0a<\/td><\/tr><tr><td>\u91d1\u878d<\/td><td>\u4eee\u60f3\u901a\u8ca8\u3001\u30b9\u30de\u30fc\u30c8\u30b3\u30f3\u30c8\u30e9\u30af\u30c8\u306b\u3088\u308b\u81ea\u52d5\u6c7a\u6e08<\/td><\/tr><tr><td>\u8a8d\u8a3c<\/td><td>\u6539\u3056\u3093\u8010\u6027\u3092\u6301\u3064\u500b\u4eba\u8a8d\u8a3c\u30fb\u30c7\u30b8\u30bf\u30eb\u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3\u7ba1\u7406<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30b9\u30de\u30fc\u30c8\u30b3\u30f3\u30c8\u30e9\u30af\u30c8\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5951\u7d04\u6761\u4ef6\u306b\u5fdc\u3058\u305f\u81ea\u52d5\u5b9f\u884c\u3084\u6761\u4ef6\u4ed8\u304d\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\u3082\u53ef\u80fd\u3068\u306a\u308a\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306f\u5358\u306a\u308b\u8a18\u9332\u6280\u8853\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u5206\u6563\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08DApps\uff09\u306e\u57fa\u76e4\u3068\u3057\u3066\u3082\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff08Prompt Engineering\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001\u751f\u6210\u7cfbAI\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u5165\u529b\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u8a2d\u8a08\u30fb\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u671b\u307e\u3057\u3044\u51fa\u529b\u3092\u5f97\u308b\u305f\u3081\u306e\u6280\u8853\u7684\u624b\u6cd5<\/span>\u3067<\/strong>\u3042\u308b\u3002\u81ea\u7136\u8a00\u8a9e\u3067\u69cb\u6210\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u304cAI\u306e\u51fa\u529b\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b\u305f\u3081\u3001\u69cb\u6587\u3001\u524d\u63d0\u6761\u4ef6\u3001\u6587\u8108\u3001\u5236\u7d04\u306a\u3069\u3092\u7cbe\u7dfb\u306b\u8a2d\u8a08\u3059\u308b\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3084\u753b\u50cf\u751f\u6210AI\u306a\u3069\u3067\u306f\u3001\u5358\u7d14\u306a\u6307\u793a\u3067\u306f\u66d6\u6627\u3055\u3084\u5197\u9577\u3055\u304c\u51fa\u3084\u3059\u304f\u3001\u51fa\u529b\u306e\u54c1\u8cea\u3084\u518d\u73fe\u6027\u3092\u9ad8\u3081\u308b\u306b\u306f\u9ad8\u5ea6\u306a\u8a2d\u8a08\u529b\u304c\u5fc5\u8981\u3068\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u3010<strong>\u4ee3\u8868\u7684\u306a\u751f\u6210AI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u4f8b<\/strong>\u3011<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30c4\u30fc\u30eb\uff0f\u30e2\u30c7\u30eb<\/th><th>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5de5\u592b\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>ChatGPT\uff08\u30c6\u30ad\u30b9\u30c8\u751f\u6210\uff09<\/td><td>\u660e\u78ba\u306a\u5f79\u5272\u6307\u5b9a\uff08\u4f8b\uff1a\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u300d\uff09\u3001\u51fa\u529b\u5f62\u5f0f\u306e\u6307\u793a\uff08\u4f8b\uff1a\u300cMarkdown\u3067\u51fa\u529b\u300d\uff09\u306a\u3069<\/td><\/tr><tr><td>DALL\u00b7E\uff08\u753b\u50cf\u751f\u6210\uff09<\/td><td>\u30b9\u30bf\u30a4\u30eb\u30fb\u69cb\u56f3\u30fb\u7167\u660e\u30fb\u8cea\u611f\u306a\u3069\u306e\u5c5e\u6027\u3092\u6307\u5b9a\u3057\u3001\u518d\u73fe\u6027\u3068\u65b9\u5411\u6027\u3092\u5236\u5fa1<\/td><\/tr><tr><td>GitHub Copilot<\/td><td>\u30b3\u30fc\u30c9\u88dc\u5b8c\u306e\u7cbe\u5ea6\u5411\u4e0a\u306e\u305f\u3081\u306b\u3001\u95a2\u6570\u540d\u30fb\u30b3\u30e1\u30f3\u30c8\u30fb\u6587\u8108\u3092\u5177\u4f53\u7684\u306b\u8a18\u8ff0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u300cAI\u3068\u4eba\u9593\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u8a2d\u8a08\u3059\u308b\u4ed5\u4e8b\u300d\u3068\u3057\u3066\u306e\u5074\u9762\u3092\u6301\u3061\u3001UI\/UX\u3001\u8a00\u8a9e\u8a2d\u8a08\u3001\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3001\u53cd\u5fa9\u691c\u8a3c\u3092\u542b\u3080\u7dcf\u5408\u7684\u306a\u30b9\u30ad\u30eb\u9818\u57df\u3068\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u308b\u3002\u307e\u305f\u3001AI\u81ea\u4f53\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u751f\u6210\u3084\u6539\u5584\u3092\u4f9d\u983c\u3059\u308b\u30e1\u30bf\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3082\u5b9f\u8df5\u3055\u308c\u3066\u304a\u308a\u3001\u4eba\u3068AI\u306e\u5354\u8abf\u7684\u306a\u8a2d\u8a08\u6d3b\u52d5\u3068\u3057\u3066\u767a\u5c55\u3092\u7d9a\u3051\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2 id=\"rtoc-8\"  class=\"wp-block-heading\"><a><\/a>\u30de\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30de\u30eb\u30a6\u30a7\u30a2<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30de\u30eb\u30a6\u30a7\u30a2\u3068\u306f\u3001\u300cmalicious software\uff08\u60aa\u610f\u3042\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff09\u300d\u306e\u7565\u79f0\u3067\u3042\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30b7\u30b9\u30c6\u30e0\u3084\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3057\u3066\u88ab\u5bb3\u3092\u4e0e\u3048\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u7dcf\u79f0<\/span><\/strong>\u3067\u3042\u308b\u3002\u611f\u67d3\u3059\u308b\u3068\u3001\u60c5\u5831\u306e\u6f0f\u3048\u3044\u3001\u7aef\u672b\u306e\u4e57\u3063\u53d6\u308a\u3001\u91d1\u92ad\u306e\u8981\u6c42\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u88ab\u5bb3\u304c\u767a\u751f\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u3010\u4e3b\u306a\u30de\u30eb\u30a6\u30a7\u30a2\u306e\u5206\u985e\u3068\u7279\u5fb4\u3011<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7a2e\u985e<\/th><th>\u8aac\u660e<\/th><\/tr><\/thead><tbody><tr><td>\u30a6\u30a4\u30eb\u30b9<\/td><td>\u4ed6\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u5bc4\u751f\u3057\u3001\u5b9f\u884c\u6642\u306b\u4e0d\u6b63\u306a\u30b3\u30fc\u30c9\u3092\u62e1\u6563\u3059\u308b\u3002\u4e3b\u306b\u30e1\u30fc\u30eb\u6dfb\u4ed8\u3084\u5916\u90e8\u30e1\u30c7\u30a3\u30a2\u7d4c\u7531\u3067\u611f\u67d3\u3059\u308b\u3002<\/td><\/tr><tr><td>\u30ef\u30fc\u30e0<\/td><td>\u81ea\u5df1\u5897\u6b96\u6a5f\u80fd\u3092\u6301\u3061\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7d4c\u7531\u3067\u4ed6\u7aef\u672b\u306b\u81ea\u52d5\u611f\u67d3\u3059\u308b\u3002\u4e0d\u6b63\u901a\u4fe1\u3084DoS\u653b\u6483\u306e\u8e0f\u307f\u53f0\u3068\u306a\u308b\u3002<\/td><\/tr><tr><td>\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2<\/td><td>\u30b7\u30b9\u30c6\u30e0\u3084\u30d5\u30a1\u30a4\u30eb\u3092\u6697\u53f7\u5316\u3057\u3001\u89e3\u9664\u3068\u5f15\u304d\u63db\u3048\u306b\u91d1\u92ad\uff08\u8eab\u4ee3\u91d1\uff09\u3092\u8981\u6c42\u3059\u308b\u3002<\/td><\/tr><tr><td>\u30c8\u30ed\u30a4\u306e\u6728\u99ac<\/td><td>\u4e00\u898b\u7121\u5bb3\u306a\u30bd\u30d5\u30c8\u306b\u898b\u305b\u304b\u3051\u3001\u5185\u90e8\u306b\u30de\u30eb\u30a6\u30a7\u30a2\u3092\u6f5c\u307e\u305b\u3066\u4fb5\u5165\u3055\u305b\u308b\u3002\u4e0d\u6b63\u306a\u30d0\u30c3\u30af\u30c9\u30a2\u3092\u958b\u304f\u5834\u5408\u3082\u3042\u308b\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u3010<strong>\u57fa\u672c\u7684\u306a\u5bfe\u7b56\u4f8b<\/strong>\u3011<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OS\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5e38\u306b\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3061\u3001\u65e2\u77e5\u306e\u8106\u5f31\u6027\u3092\u4fee\u6b63\u3059\u308b<\/li>\n\n\n\n<li>\u30a6\u30a4\u30eb\u30b9\u5bfe\u7b56\u30bd\u30d5\u30c8\u3092\u5c0e\u5165\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b9\u30ad\u30e3\u30f3\u3068\u5b9a\u671f\u7684\u306a\u30d5\u30eb\u30b9\u30ad\u30e3\u30f3\u3092\u5b9f\u65bd\u3059\u308b<\/li>\n\n\n\n<li>\u4e0d\u5be9\u306a\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\u3084\u30ea\u30f3\u30af\u3001\u30dd\u30c3\u30d7\u30a2\u30c3\u30d7\u306b\u5b89\u6613\u306b\u53cd\u5fdc\u3057\u306a\u3044<\/li>\n\n\n\n<li>\u5f37\u56fa\u306a\u30d1\u30b9\u30ef\u30fc\u30c9\u30dd\u30ea\u30b7\u30fc\u3068\u591a\u8981\u7d20\u8a8d\u8a3c\uff08MFA\uff09\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3092\u9632\u6b62\u3059\u308b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u8fd1\u5e74\u3067\u306f\u3001\u5f93\u6765\u578b\u306e\u691c\u77e5\u3092\u56de\u907f\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u30ec\u30b9\u30de\u30eb\u30a6\u30a7\u30a2\u3084\u3001\u30bc\u30ed\u30c7\u30a4\u653b\u6483\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u9ad8\u5ea6\u306aAPT\uff08Advanced Persistent Threat\uff09\u3082\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u632f\u308b\u821e\u3044\u691c\u77e5\u3084EDR\uff08Endpoint Detection and Response\uff09\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u6c42\u3081\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30e1\u30bf\u30d0\u30fc\u30b9\uff08Metaverse\uff09<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30e1\u30bf\u30d0\u30fc\u30b9\u3068\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f\u6301\u7d9a\u7684\u304b\u3064\u5171\u6709\u53ef\u80fd\u306a\u4e09\u6b21\u5143\u4eee\u60f3\u7a7a\u9593\u3092\u6307\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30d0\u30bf\u30fc\u3092\u901a\u3058\u3066\u4ed6\u8005\u3068\u4ea4\u6d41\u3057\u305f\u308a\u3001\u7d4c\u6e08\u6d3b\u52d5\u30fb\u52b4\u50cd\u30fb\u5a2f\u697d\u306a\u3069\u3092\u884c\u3048\u308b\u74b0\u5883<\/span><\/strong>\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u672c\u8cea\u7684\u306b\u306f\u300c\u7a7a\u9593\u300d\u300c\u7d99\u7d9a\u6027\u300d\u300c\u540c\u6642\u63a5\u7d9a\u300d\u300c\u7d4c\u6e08\u570f\u300d\u300c\u30e6\u30fc\u30b6\u30fc\u751f\u6210\u30b3\u30f3\u30c6\u30f3\u30c4\u300d\u306a\u3069\u306e\u8981\u7d20\u3092\u5099\u3048\u3001SNS\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30b2\u30fc\u30e0\u3068\u306f\u7570\u306a\u308b\u7a7a\u9593\u7684\u306a\u5b58\u5728\u57fa\u76e4\u3092\u6301\u3064\u30c7\u30b8\u30bf\u30eb\u4e16\u754c\u3068\u3055\u308c\u308b\u3002\u30e1\u30bf\u30d0\u30fc\u30b9\u306fVR\uff08\u4eee\u60f3\u73fe\u5b9f\uff09\u3084AR\uff08\u62e1\u5f35\u73fe\u5b9f\uff09\u3001MR\uff08\u8907\u5408\u73fe\u5b9f\uff09\u3068\u3044\u3063\u305fxR\u6280\u8853\u3068\u5bc6\u63a5\u306b\u95a2\u4fc2\u3057\u3001\u305d\u308c\u3089\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u6ca1\u5165\u7684\u306a\u4f53\u9a13\u3092\u53ef\u80fd\u306b\u3059\u308b\u304c\u3001\u30e1\u30bf\u30d0\u30fc\u30b9\u81ea\u4f53\u306f\u7a7a\u9593\u305d\u306e\u3082\u306e\u3092\u6307\u3059\u6982\u5ff5\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u30d3\u30b8\u30cd\u30b9\u5206\u91ce\u3067\u306e\u6d3b\u7528\u4f8b\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6d3b\u7528\u9818\u57df<\/th><th>\u6982\u8981\u30fb\u52b9\u679c<\/th><\/tr><\/thead><tbody><tr><td>\u4eee\u60f3\u30aa\u30d5\u30a3\u30b9<\/td><td>\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u306b\u4eee\u60f3\u7684\u306a\u300c\u5834\u300d\u3092\u8a2d\u3051\u3001\u5076\u767a\u7684\u306a\u5bfe\u8a71\u3084\u30c1\u30fc\u30e0\u9023\u643a\u3092\u5f37\u5316<\/td><\/tr><tr><td>\u30d0\u30fc\u30c1\u30e3\u30eb\u30a4\u30d9\u30f3\u30c8<\/td><td>\u5c55\u793a\u4f1a\u30fb\u30bb\u30df\u30ca\u30fc\u30fb\u30e9\u30a4\u30d6\u306a\u3069\u3092\u4eee\u60f3\u7a7a\u9593\u4e0a\u3067\u518d\u73fe\u3057\u3001\u30ea\u30a2\u30eb\u3068\u540c\u7b49\u306e\u4ea4\u6d41\u3092\u5b9f\u73fe<\/td><\/tr><tr><td>\u6559\u80b2\u30fb\u7814\u4fee<\/td><td>\u4eee\u60f3\u6559\u5ba4\u3084\u6280\u80fd\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u3001\u5730\u7406\u3084\u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u8d85\u3048\u305f\u5b66\u7fd2\u3092\u63d0\u4f9b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-group has-border -border01\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u3010<strong>\u95a2\u9023\u6280\u8853\u30fb\u69cb\u6210\u8981\u7d20<\/strong>\u3011<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>3D\u30a8\u30f3\u30b8\u30f3<\/strong>\uff1aUnity\u3001Unreal Engine \u306a\u3069\u3092\u7528\u3044\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u7a7a\u9593\u63cf\u753b<\/li>\n\n\n\n<li><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u540c\u671f<\/strong>\uff1a\u540c\u6642\u63a5\u7d9a\u30e6\u30fc\u30b6\u30fc\u9593\u306e\u72b6\u614b\u3092\u540c\u671f\uff08WebRTC\u3001P2P\u3001Cloud-based\uff09<\/li>\n\n\n\n<li><strong>\u7d4c\u6e08\u30b7\u30b9\u30c6\u30e0<\/strong>\uff1aNFT\u3084\u4eee\u60f3\u901a\u8ca8\u3068\u9023\u52d5\u3057\u305f\u30a2\u30a4\u30c6\u30e0\u58f2\u8cb7\u30fb\u30a2\u30d0\u30bf\u30fc\u53d6\u5f15<\/li>\n\n\n\n<li><strong>HMD\/\u30c7\u30d0\u30a4\u30b9<\/strong>\uff1aMeta Quest\u3001Apple Vision Pro \u306a\u3069\u306eVR\/AR\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u8fd1\u5e74\u306e\u30e1\u30bf\u30d0\u30fc\u30b9\u306f\u3001Web3\u3084\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u6280\u8853\u3068\u306e\u878d\u5408\u306b\u3088\u308a\u300c\u30e6\u30fc\u30b6\u30fc\u304c\u6240\u6709\u3057\u3001\u53c2\u52a0\u3057\u3001\u69cb\u7bc9\u3059\u308b\u7a7a\u9593\u300d\u3068\u3057\u3066\u9032\u5316\u3057\u3064\u3064\u3042\u308b\u3002<\/p>\n\n\n\n<h2 id=\"rtoc-9\"  class=\"wp-block-heading\"><a><\/a>\u30e9\u884c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>\u30ed\u30fc\u30b3\u30fc\u30c9\/\u30ce\u30fc\u30b3\u30fc\u30c9<\/h3>\n\n\n\n<p><strong><span class=\"swl-marker mark_yellow\">\u30ed\u30fc\u30b3\u30fc\u30c9\uff0f\u30ce\u30fc\u30b3\u30fc\u30c9\u3068\u306f\u3001\u5f93\u6765\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u6bd4\u3079\u3066\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u3001GUI\u64cd\u4f5c\u3084\u30d3\u30b8\u30e5\u30a2\u30eb\u30d5\u30ed\u30fc\u306b\u3088\u3063\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u53ef\u80fd\u3068\u3059\u308b\u958b\u767a\u624b\u6cd5<\/span><\/strong>\u3067\u3042\u308b\u3002\u3044\u305a\u308c\u3082\u958b\u767a\u52b9\u7387\u306e\u5411\u4e0a\u3092\u76ee\u7684\u3068\u3057\u3001\u696d\u52d9\u90e8\u9580\u3084\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u6271\u3048\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u3002<br><br>\u30ed\u30fc\u30b3\u30fc\u30c9\u3068\u306f\u3001\u6700\u5c0f\u9650\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u958b\u767a\u624b\u6cd5\u3067\u3042\u308a\u3001GUI\u30d9\u30fc\u30b9\u306e\u64cd\u4f5c\u3092\u4e3b\u4f53\u3068\u3057\u3064\u3064\u3082\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30fc\u30c9\u3092\u8ffd\u52a0\u3057\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3084\u8907\u96d1\u306a\u51e6\u7406\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u306f\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u3092\u4e00\u5207\u5fc5\u8981\u3068\u305b\u305a\u3001UI\u30d9\u30fc\u30b9\u306e\u64cd\u4f5c\u306e\u307f\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u53ef\u80fd\u3068\u3059\u308b\u624b\u6cd5\u3067\u3042\u308b\u3002\u4e3b\u306b\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u8a2d\u8a08\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u696d\u52d9\u30a2\u30d7\u30ea\u3084\u793e\u5185\u30c4\u30fc\u30eb\u306e\u8fc5\u901f\u306a\u69cb\u7bc9\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4ee3\u8868\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3011<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30c4\u30fc\u30eb\u540d<\/th><th>\u5206\u985e<\/th><th>\u7279\u5fb4<\/th><\/tr><\/thead><tbody><tr><td>Bubble<\/td><td>\u30ce\u30fc\u30b3\u30fc\u30c9<\/td><td>\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3067Web\u30a2\u30d7\u30ea\u3092\u958b\u767a\u53ef\u80fd\u3002\u30ed\u30b8\u30c3\u30af\u30fbUI\u30fbDB\u3092\u4e00\u4f53\u5316\u3057\u3066\u7ba1\u7406<\/td><\/tr><tr><td>OutSystems<\/td><td>\u30ed\u30fc\u30b3\u30fc\u30c9<\/td><td>\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u5411\u3051\u306b\u7279\u5316\u3002\u8907\u96d1\u306a\u30ed\u30b8\u30c3\u30af\u3084\u7d71\u5408\u51e6\u7406\u3082GUI\u30d9\u30fc\u30b9\u3067\u69cb\u7bc9\u53ef\u80fd<\/td><\/tr><tr><td>Microsoft Power Apps<\/td><td>\u30ed\u30fc\u30b3\u30fc\u30c9<\/td><td>Office\u88fd\u54c1\u3068\u9023\u643a\u53ef\u80fd\u306a\u696d\u52d9\u30a2\u30d7\u30ea\u4f5c\u6210\u30c4\u30fc\u30eb\u3002\u696d\u52d9\u62c5\u5f53\u8005\u306e\u81ea\u4f5c\u30a2\u30d7\u30ea\u306b\u5411\u304f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30ed\u30fc\u30b3\u30fc\u30c9\uff0f\u30ce\u30fc\u30b3\u30fc\u30c9\u306f\u3001\u8fc5\u901f\u306a\u30a2\u30d7\u30ea\u63d0\u4f9b\u3092\u53ef\u80fd\u306b\u3059\u308b\u4e00\u65b9\u3067\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5236\u9650\u30fb\u30b3\u30fc\u30c9\u62e1\u5f35\u306e\u96e3\u3057\u3055\u30fb\u72ec\u81ea\u4ed5\u69d8\u3078\u306e\u4f9d\u5b58\u3068\u3044\u3063\u305f\u8ab2\u984c\u3082\u3042\u308a\u3001\u5229\u7528\u7bc4\u56f2\u3084\u30b7\u30b9\u30c6\u30e0\u898f\u6a21\u306b\u5fdc\u3058\u305f\u9069\u5207\u306a\u5c0e\u5165\u5224\u65ad\u304c\u6c42\u3081\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<h2 id=\"rtoc-10\"  class=\"wp-block-heading\">IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6848\u4ef6\u63a2\u3057\u306a\u3089\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized u-mb-ctrl u-mb-5\"><img decoding=\"async\" width=\"1090\" height=\"558\" src=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp\" alt=\"\" class=\"wp-image-6584\" style=\"width:852px;height:auto\" srcset=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp 1090w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-300x154.webp 300w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-1024x524.webp 1024w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-768x393.webp 768w\" sizes=\"(max-width: 1090px) 100vw, 1090px\" 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