{"id":23987,"date":"2022-12-08T12:00:16","date_gmt":"2022-12-08T03:00:16","guid":{"rendered":"https:\/\/qiita.com\/official-columns\/?p=23987"},"modified":"2023-05-11T20:13:35","modified_gmt":"2023-05-11T11:13:35","slug":"202212-panasonic","status":"publish","type":"post","link":"https:\/\/qiita.com\/official-columns\/interview\/202212-panasonic\/","title":{"rendered":"\u300c\u30e2\u30ce\u300d\u304c\u3064\u306a\u304c\u308b\u6642\u4ee3\u3053\u305d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u9762\u767d\u3044\uff01 \u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306e\u82e5\u624bAI\u30fb\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8a9e\u308a\u5408\u3046"},"content":{"rendered":"<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-24017 size-full\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/panasonic_security_ogp_2nd_1.png\" alt=\"\" width=\"640\" height=\"440\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/panasonic_security_ogp_2nd_1.png 640w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/panasonic_security_ogp_2nd_1-300x206.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" 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id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#i\">\u30e2\u30ce\u3092\u901a\u3058\u3066\u5148\u7aef\u6280\u8853\u3092\u6d78\u900f\u3055\u305b\u305f\u3044<\/a><\/li><li><a href=\"#i-2\">\u6700\u5148\u7aef\u6280\u8853\u306e\u7b2c\u4e00\u7dda\u3067\u4ed5\u4e8b\u304c\u3067\u304d\u308b<\/a><\/li><li><a href=\"#i-3\">\u6210\u9577\u306e\u6a5f\u4f1a\u306f\u3044\u305f\u308b\u3068\u3053\u308d\u306b\u3042\u308b<\/a><\/li><li><a href=\"#i-4\">\u793e\u54e1\u306e\u5922\u3084\u91ce\u671b\u306e\u5b9f\u73fe\u3092\u7a4d\u6975\u7684\u306b\u30b5\u30dd\u30fc\u30c8<\/a><\/li><\/ul><\/div>\n\n<h4><b>\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb<\/b><\/h4>\n<div class=\"profileBlock\">\n<div class=\"profileBlock__photo\">\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-23991\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7-300x300.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7-1024x1024.jpg 1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7-150x150.jpg 150w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7-768x768.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7-400x400.jpg 400w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7-120x120.jpg 120w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image7.jpg 1300w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n<div class=\"profileBlock__profiles\">\n<div class=\"profileBlock__name\">\u4e09\u8c37 \u7dbe\u9999\uff08\u307f\u305f\u306b \u3042\u3084\u304b\uff09<\/div>\n<div class=\"profileBlock__role\" style=\"line-height: normal; font-size: 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1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image6-150x150.jpg 150w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image6-768x768.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image6-400x400.jpg 400w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image6-120x120.jpg 120w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image6.jpg 1300w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n<div class=\"profileBlock__profiles\">\n<div class=\"profileBlock__name\">\u7530\u5d0e \u5143\uff08\u305f\u3055\u304d \u306f\u3058\u3081\uff09<\/div>\n<div class=\"profileBlock__role\" style=\"line-height: normal; font-size: 90%;\">\u30d1\u30ca\u30bd\u30cb\u30c3\u30af \u30db\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u30b9\u682a\u5f0f\u4f1a\u793e<\/div>\n<div class=\"profileBlock__description\">\u7814\u7a76\u958b\u767a\u8077<br 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https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image9-300x200.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image9-1024x682.jpg 1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image9-768x512.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image9-1536x1024.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u90e8\u9580\u306b\u6240\u5c5e\u3057\u3066\u3044\u308b\u7530\u5d0e\u3067\u3059\u3002<br \/>\n\u4eca\u65e5\u306f\u4e09\u8c37\u3055\u3093\u3068\u304a\u8a71\u3057\u3067\u304d\u308b\u3068\u805e\u3044\u3066\u3001\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p><span style=\"color: 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style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u79c1\u306e\u5b66\u751f\u6642\u4ee3\u306f\u4e3b\u306b\u300c\u591a\u69d8\u4f53\u5b66\u7fd2\u300d\u306e\u7814\u7a76\u306b\u53d6\u308a\u7d44\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u591a\u69d8\u4f53\u5b66\u7fd2\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u306e\u5206\u91ce\u3067\u3001\u9ad8\u6b21\u5143\u306e\u30c7\u30fc\u30bf\u304b\u3089\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u3001\u4f4e\u6b21\u5143\u306e\u30c7\u30fc\u30bf\u306b\u5727\u7e2e\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u5f53\u6642\u306f\u6df1\u5c64\u5b66\u7fd2\u304c\u6d41\u884c\u3057\u59cb\u3081\u305f\u3053\u308d\u3067\u3001\u9ad8\u6b21\u5143\u30c7\u30fc\u30bf\u306e\u307e\u307e\u3067\u306f\u8a08\u7b97\u91cf\u304c\u5897\u5927\u3057\u305f\u308a\u3001\u3046\u307e\u304f\u5b66\u7fd2\u3067\u304d\u306a\u3044\u8ab2\u984c\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u3046\u3044\u3063\u305f\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u3001\u5728\u5b66\u6642\u306b\u306f\u3001\u4f4d\u76f8\u5e7e\u4f55\u5b66\u306a\u3069\u6570\u5b66\u7684\u306a\u6982\u5ff5\u306b\u57fa\u3065\u304d\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u62bd\u51fa\u3059\u308b\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u7814\u7a76\u3092\u884c\u3063\u3066\u304d\u307e\u3057\u305f\u3002<br \/>\n\u6df1\u5c64\u5b66\u7fd2\u306e\u6d41\u884c\u306b\u306e\u3063\u305f\u7814\u7a76\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u975e\u5e38\u306b\u8208\u5473\u6df1\u3044\u5206\u91ce\u3067\u3057\u305f\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u6d41\u884c\u306b\u306e\u3063\u305f\u7814\u7a76\u306f\u3001\u3042\u3048\u3066\u907f\u3051\u305f\u3093\u3067\u3059\u304b\uff1f\u6df1\u5c64\u5b66\u7fd2\u3001\u975e\u5e38\u306b\u9762\u767d\u3044\u5206\u91ce\u3060\u3068\u601d\u3044\u307e\u3059\u304c\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u672c\u5f53\u306f\u6df1\u5c64\u5b66\u7fd2\u306e\u5206\u91ce\u306b\u3068\u3066\u3082\u8208\u5473\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u6df1\u5c64\u5b66\u7fd2\u306f\u8a08\u7b97\u3092\u884c\u3046\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u6027\u80fd\u3084\u30c7\u30fc\u30bf\u306e\u91cf\u306b\u3088\u3063\u3066\u6027\u80fd\u306b\u5dee\u304c\u3064\u304f\u305f\u3081\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u7684\u306b\u6271\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u5206\u91ce\u3067\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u4f01\u696d\u306e\u7814\u7a76\u6240\u304c\u3057\u306e\u304e\u3092\u524a\u3063\u3066\u7814\u7a76\u3092\u9032\u3081\u308b\u4e2d\u3001\u3072\u3068\u308a\u306e\u5b66\u751f\u304c\u7406\u8ad6\u3084\u904e\u7a0b\u306e\u6df1\u5800\u308a\u3057\u305f\u308a\u3001\u6027\u80fd\u52dd\u8ca0\u3092\u3057\u305f\u308a\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3068\u8003\u3048\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u3053\u3067\u7814\u7a76\u5ba4\u306e\u5148\u751f\u3068\u76f8\u8ac7\u3057\u3066\u3001\u6570\u5b66\u7684\u306a\u7406\u8ad6\u306b\u306e\u3063\u3068\u3063\u3066\u6539\u5584\u3092\u671f\u5f85\u3067\u304d\u308b\u30c6\u30fc\u30de\u3068\u3057\u3066\u591a\u69d8\u4f53\u5b66\u7fd2\u3092\u9078\u3073\u307e\u3057\u305f\u3002\u73fe\u5728\u3067\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u304c\u62b1\u3048\u308b\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306e1\u3064\u3068\u3057\u3066\u3001\u591a\u69d8\u4f53\u5b66\u7fd2\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3088\u3002<\/p>\n<h4><b>\u7814\u7a76\u7d50\u679c\u3092\u30c0\u30a4\u30ec\u30af\u30c8\u306b\u6d88\u8cbb\u8005\u306b\u5c4a\u3051\u3089\u308c\u308b<\/b><\/h4>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-23992 size-full\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image8.jpg\" alt=\"\" width=\"100%\" height=\"auto\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image8.jpg 2000w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image8-300x200.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image8-1024x682.jpg 1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image8-768x512.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image8-1536x1024.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u7530\u5d0e\u3055\u3093\u306f\u3001\u306a\u305c\u5c31\u8077\u5148\u306b\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u3092\u9078\u3093\u3060\u306e\u3067\u3059\u304b\uff1f<br \/>\n\u5728\u5b66\u4e2d\u306e\u7814\u7a76\u3068\u4f55\u304b\u95a2\u9023\u304c\u3042\u3063\u305f\u306e\u3067\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u4fee\u58eb\u8ab2\u7a0b\u306e\u6642\u70b9\u3067\u7814\u7a76\u958b\u767a\u306b\u95a2\u308f\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3057\u305f\u3002\u5728\u5b66\u4e2d\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u305f\u7814\u7a76\u306f\u7406\u8ad6\u7684\u306a\u57fa\u790e\u7814\u7a76\u3060\u3063\u305f\u306e\u3067\u3001\u673a\u4e0a\u306e\u6570\u5024\u8a08\u7b97\u3070\u304b\u308a\u3067\u3001\u73fe\u5b9f\u554f\u984c\u306b\u5fdc\u7528\u3059\u308b\u3088\u3046\u306a\u6280\u8853\u306e\u5177\u4f53\u5316\u306b\u307e\u3067\u306f\u8e0f\u307f\u8fbc\u3081\u305a\u306b\u3044\u307e\u3057\u305f\u3002\u5bb6\u96fb\u3084\u30a8\u30ec\u30af\u30c8\u30ed\u30cb\u30af\u30b9\u306e\u5206\u91ce\u306b\u9032\u3080\u3053\u3068\u3067\u3001\u6280\u8853\u3092\u30e2\u30ce\u3084\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u304a\u5ba2\u3055\u307e\u306b\u5c4a\u3051\u305f\u3044\u3068\u601d\u3046\u3088\u3046\u306b\u306a\u3063\u305f\u3093\u3067\u3059\u3002<\/p>\n<p>\u4e09\u8c37\uff1a\u79c1\u3082\u3001\u30e2\u30ce\u3092\u901a\u3057\u3066\u3059\u3079\u3066\u306e\u4e16\u4ee3\u306b\u4fa1\u5024\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306a\u4ed5\u4e8b\u304c\u3057\u305f\u3044\u3068\u601d\u3044\u3001IT\u7cfb\u3067\u306f\u306a\u3044\u4f1a\u793e\u3092\u9078\u3093\u3067\u5c31\u6d3b\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u4e09\u8c37\u3055\u3093\u306f\u3001\u305d\u306e\u4e2d\u3067\u3082\u306a\u305c\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u3092\u9078\u3070\u308c\u305f\u306e\u3067\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u79c1\u306e\u5834\u5408\u306f\u3001\u753b\u50cf\u89e3\u6790\u306a\u3069\u306e\u5148\u7aef\u6280\u8853\u3092\u6d3b\u7528\u3057\u3066\u5e45\u5e83\u3044\u65b9\u306b\u6280\u8853\u3092\u5c4a\u3051\u305f\u3044\u3068\u601d\u3044\u3001\u5149\u5b66\u30c7\u30d0\u30a4\u30b9\u3092\u6301\u3064\u4f01\u696d\u3078\u306e\u5c31\u8077\u3092\u8003\u3048\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u5149\u5b66\u30c7\u30d0\u30a4\u30b9\u306f\u5229\u7528\u8005\u304c\u304b\u306a\u308a\u9650\u5b9a\u3055\u308c\u3066\u3044\u305f\u308a\u3001\u78ba\u7acb\u3055\u308c\u3066\u304b\u308910\u5e74\u4ee5\u4e0a\u7d4c\u904e\u3057\u3066\u3044\u308b\u6280\u8853\u3092\u5f8c\u8ffd\u3044\u3067\u5c0e\u5165\u3057\u3066\u3044\u308b\u5834\u9762\u3092\u7814\u7a76\u306e\u4e2d\u3067\u591a\u304f\u898b\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u3093\u306a\u4e2d\u3067\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u3092\u9078\u3093\u3060\u306e\u306f\u3001\u591a\u304f\u306e\u304a\u5ba2\u3055\u307e\u306b\u6bce\u65e5\u4f7f\u308f\u308c\u308b\u5bb6\u96fb\u3092\u901a\u3058\u3066\u3001\u5148\u7aef\u6280\u8853\u3092\u4e16\u306b\u6bd4\u8f03\u7684\u65e9\u304f\u6d78\u900f\u3055\u305b\u3089\u308c\u308b\u3068\u601d\u3063\u305f\u304b\u3089\u3067\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u306a\u308b\u307b\u3069\u3002\u78ba\u304b\u306b\u5bb6\u96fb\u3092\u4f7f\u308f\u306a\u3044\u65e5\u306f\u3042\u308a\u307e\u305b\u3093\u3088\u306d\u3002<\/p>\n<h2><span id=\"i-2\">\u6700\u5148\u7aef\u6280\u8853\u306e\u7b2c\u4e00\u7dda\u3067\u4ed5\u4e8b\u304c\u3067\u304d\u308b<\/span><\/h2>\n<h4><b>\u201c\u71c3\u3048\u306b\u71c3\u3048\u305f\u201d\u8a66\u4f5c\u958b\u767a\u3068PoC<\/b><\/h4>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-23995 size-full\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image2.jpg\" alt=\"\" width=\"100%\" height=\"auto\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image2.jpg 2000w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image2-300x200.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image2-1024x682.jpg 1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image2-768x512.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image2-1536x1024.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u4e09\u8c37\u3055\u3093\u306f\u5165\u793e\u3057\u3066\u304b\u3089\u73fe\u5728\u307e\u3067\u3001\u3069\u3093\u306a\u4ed5\u4e8b\u3092\u7d4c\u9a13\u3057\u3066\u304d\u307e\u3057\u305f\u304b\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306b\u95a2\u3059\u308b\u7814\u7a76\u3092\u91cd\u306d\u3066\u8a66\u4f5c\u958b\u767a\u3084PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u5b9f\u65bd\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u5165\u793e\u5f8c\u6700\u521d\u306b\u53c2\u753b\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30ed\u30c3\u30af\u3092\u7528\u3044\u305f\u30d0\u30a4\u30af\u30b7\u30a7\u30a2\u30ea\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002IoT\u958b\u767a\u306e\u62c5\u5f53\u8005\u3068\u3057\u3066PoC\u306e\u5b9f\u65bd\u306b\u52a0\u308f\u308a\u307e\u3057\u305f\u304c\u3001\u5b9f\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u306e\u30a2\u30af\u30b7\u30c7\u30f3\u30c8\u3092\u60f3\u5b9a\u3057\u304d\u308c\u305a\u3001\u71c3\u3048\u306b\u71c3\u3048\u305f\u7d4c\u9a13\u304c\u5370\u8c61\u6df1\u3044\u3067\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u71c3\u3048\u306b\u71c3\u3048\u305f\uff08\u7b11\uff09\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u708e\u4e0a\u3001\u3067\u3059\u306d\u3002\u5165\u793e1\u5e74\u76ee\u3067\u9055\u3046\u7814\u7a76\u5206\u91ce\u304b\u3089\u5165\u3063\u3066\u304d\u305f\u3068\u3044\u3046\u7406\u7531\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u5b9f\u529b\u4e0d\u8db3\u304c\u5927\u304d\u306a\u8981\u56e0\u3067\u3059\u3002<\/p>\n<p>\u305d\u3093\u306a\u4e2d\u3067\u3082\u6700\u5f8c\u307e\u3067\u4efb\u305b\u3066\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304f\u308c\u305f\u5148\u8f29\u793e\u54e1\u306e\u65b9\u3005\u306b\u306f\u5927\u5909\u611f\u8b1d\u3057\u3066\u3044\u307e\u3059\u3002\u304a\u5ba2\u3055\u307e\u304b\u3089\u4fe1\u983c\u3057\u3066\u3082\u3089\u3048\u308b\u5546\u54c1\u3092\u5c4a\u3051\u308b\u305f\u3081\u306b\u3001\u3042\u3089\u3086\u308b\u53ef\u80fd\u6027\u3092\u5ff5\u982d\u306b\u7f6e\u304d\u3001\u305d\u308c\u3067\u3044\u3066\u30d0\u30e9\u30f3\u30b9\u3088\u304f\u6a5f\u80fd\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u306e\u96e3\u3057\u3055\u3092\u75db\u611f\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>Python\u3067\u30e2\u30fc\u30bf\u30fc\u3092\u5236\u5fa1\u3057\u305f\u308a\u3001\u5b9f\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u4e88\u60f3\u5916\u306e\u30a2\u30af\u30b7\u30c7\u30f3\u30c8\u306b\u5bfe\u5fdc\u3057\u305f\u308a\u3059\u308b\u306a\u3069\u3001\u3053\u306e\u3068\u304d\u57f9\u308f\u308c\u305f\u7d4c\u9a13\u304c\u4eca\u306e\u7ce7\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u305d\u306e\u6642\u306f\u5b66\u6821\u3092\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u3057\u3066\u3044\u305f\u306e\u3067\u5229\u7528\u8005\u5c64\u306f\u9650\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u3069\u3093\u306a\u3053\u3068\u304c\u8d77\u3053\u308a\u5f97\u308b\u304b\u60f3\u5b9a\u3059\u308b\u306e\u306f\u975e\u5e38\u306b\u96e3\u3057\u304b\u3063\u305f\u3067\u3059\u306d\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u708e\u4e0a\u306e\u7d4c\u9a13\u3092\u6d3b\u304b\u3057\u3066\uff08\u7b11\uff09\u3001\u73fe\u5728\u306f\u3069\u3093\u306a\u304a\u4ed5\u4e8b\u3092\u3055\u308c\u3066\u3044\u308b\u3093\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306e\u4e8b\u696d\u9818\u57df\u3092\u898b\u6e21\u3057\u3066\u300c\u3053\u306e\u4e8b\u696d\u306b\u3053\u306e\u4f01\u753b\u3067\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u6280\u8853\u3092\u5c0e\u5165\u3057\u305f\u3089\u3069\u3093\u306a\u4ed8\u52a0\u4fa1\u5024\u304c\u51fa\u308b\u304b\u300d\u300c\u5177\u4f53\u7684\u306b\u3069\u3046\u5c0e\u5165\u3059\u308b\u304b\u300d\u300c\u3069\u3046\u30b7\u30b9\u30c6\u30e0\u306b\u843d\u3068\u3057\u8fbc\u3080\u304b\u300d\u3001\u3068\u3044\u3063\u305f\u3053\u3068\u3092\u95a2\u4fc2\u8005\u3068\u8b70\u8ad6\u3092\u91cd\u306d\u3001\u8a66\u4f5c\u958b\u767a\u30fb\u691c\u8a3c\u3092\u7e70\u308a\u8fd4\u3059\u4ed5\u4e8b\u3067\u3059\u3002<\/p>\n<h4><b>\u8eca\u304c\u3069\u3046\u653b\u6483\u3055\u308c\u3066\u3001\u3069\u3046\u5b88\u308b\u306e\u304b\u3092\u5b9f\u8a3c\u5b9f\u9a13\u3067\u4f53\u9a13<\/b><\/h4>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u7530\u5d0e\u3055\u3093\u306e\u7d4c\u9a13\u306b\u3064\u3044\u3066\u3082\u304a\u8a71\u3092\u805e\u304b\u305b\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u5165\u793e\u5f8c\u306f\u3001\u4e3b\u306b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u306e\u958b\u767a\u306b\u53d6\u308a\u7d44\u3093\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n2021\u5e74\u5ea6\u307e\u3067\u306f\u30b3\u30cd\u30af\u30c6\u30c3\u30c9\u30ab\u30fc\u3078\u306e\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u691c\u77e5\u30fb\u9632\u5fa1\u3059\u308b\u6280\u8853\u958b\u767a\u306b\u643a\u308f\u308a\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u9632\u5fa1\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u642d\u8f09\u3057\u305f\u5b9f\u9a13\u8eca\u4e21\u3078\u306e\u5b89\u5168\u6027\u8a55\u4fa1\u3001\u653b\u6483\u691c\u77e5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u696d\u52d9\u3092\u7d4c\u9a13\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u7279\u306b\u5fc3\u306b\u6b8b\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u521d\u3081\u3066\u5b9f\u9a13\u8eca\u4e21\u3092\u4f7f\u3063\u305f\u5b9f\u9a13\u306e\u3053\u3068\u3067\u3001\u5b9f\u969b\u306b\u4e57\u308a\u8fbc\u3093\u3067\u8abf\u67fb\u30fb\u89e3\u6790\u3092\u3057\u305f\u308a\u3001\u6025\u30d6\u30ec\u30fc\u30ad\u306e\u5b9f\u9a13\u306a\u3069\u3092\u3057\u305f\u308a\u3057\u307e\u3057\u305f\u3002\u81ea\u52d5\u8eca\u304c\u3069\u306e\u3088\u3046\u306b\u653b\u6483\u3055\u308c\u3066\u3001\u653b\u6483\u304b\u3089\u3069\u3046\u5b88\u308b\u306e\u304b\u3092\u81ea\u5206\u306e\u8eab\u3092\u3082\u3063\u3066\u30ea\u30a2\u30eb\u306b\u4f53\u9a13\u3057\u3066\u3001\u79c1\u305f\u3061\u306e\u958b\u767a\u3059\u308b\u6280\u8853\u304c\u3069\u3046\u6d3b\u8e8d\u3059\u308b\u306e\u304b\u3092\u5b9f\u611f\u3059\u308b\u3044\u3044\u6a5f\u4f1a\u3067\u3057\u305f\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u7814\u7a76\u304b\u3089\u96e2\u308c\u3066\u307f\u3066\u3001\u521d\u3081\u3066\u5206\u304b\u308b\u3053\u3068\u3063\u3066\u3042\u308a\u307e\u3059\u3088\u306d\u3002\u73fe\u5728\u306f\u3069\u3046\u3044\u3063\u305f\u4ed5\u4e8b\u5185\u5bb9\u306a\u3093\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u73fe\u5728\u306f\u30b9\u30de\u30fc\u30c8\u30db\u30fc\u30e0\u3084IoT\u5bb6\u96fb\u3001\u6a5f\u5668\u3068\u901a\u4fe1\u3059\u308b\u30b5\u30fc\u30d0\u3078\u306e\u653b\u6483\u691c\u77e5\u30fb\u5206\u6790\u6280\u8853\u3092\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002\u5bb6\u96fb\u305d\u306e\u3082\u306e\u304c\u653b\u6483\u3092\u53d7\u3051\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30b5\u30fc\u30d0\u3078\u306e\u653b\u6483\u306a\u3069\u304c\u884c\u308f\u308c\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002\u304a\u5ba2\u3055\u307e\u304c\u88fd\u54c1\u3092\u5229\u7528\u3059\u308b\u30b7\u30fc\u30f3\u3084\u4f7f\u3044\u65b9\u3092\u6a21\u5023\u3057\u3001\u8d77\u3053\u308a\u5f97\u308b\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u624b\u6bb5\u3092\u5206\u6790\u30fb\u62bd\u51fa\u3059\u308b\u3053\u3068\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u8996\u306e\u81ea\u52d5\u5316\u3084\u52b9\u7387\u5316\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4><b>\u5c02\u9580\u5bb6\u3068\u3057\u3066\u300c\u30bc\u30ed\u30a4\u30c1\u300d\u306b\u7acb\u3061\u4f1a\u3048\u308b\u77ac\u9593\u304c\u9b45\u529b<\/b><\/h4>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u5e45\u5e83\u304f\u3055\u307e\u3056\u307e\u306a\u4ed5\u4e8b\u306b\u95a2\u308f\u3063\u3066\u3044\u308b\u3068\u304a\u805e\u304d\u3057\u307e\u3057\u305f\u304c\u3001\u4e09\u8c37\u3055\u3093\u306f\u4eca\u306e\u4ed5\u4e8b\u306e\u3069\u3093\u306a\u70b9\u306b\u9b45\u529b\u3084\u697d\u3057\u3055\u3092\u611f\u3058\u3066\u3044\u307e\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u304a\u5ba2\u3055\u307e\u306e\u8ab2\u984c\u89e3\u6c7a\u306b\u643a\u308f\u308c\u308b\u3068\u3053\u308d\u3067\u3059\u306d\u3002\u8eca\u8f09\u88c5\u7f6e\u3084\u5bb6\u96fb\u4ee5\u5916\u306b\u3082\u3001\u4f4f\u307e\u3044\u3084\u30d8\u30eb\u30b9\u30b1\u30a2\u7cfb\u306a\u3069\u3001\u5e45\u5e83\u3044\u5206\u91ce\u3078\u306e\u6280\u8853\u63d0\u4f9b\u3092\u3067\u304d\u308b\u306e\u306f\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306a\u3089\u3067\u306f\u306e\u9b45\u529b\u3060\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u5e45\u5e83\u3044\u65b9\u3078\u6280\u8853\u3092\u5c4a\u3051\u305f\u3044\u3001\u3068\u3044\u3046\u5165\u793e\u5f53\u521d\u304b\u3089\u306e\u76ee\u6a19\u3092\u5b9f\u73fe\u3067\u304d\u3066\u3044\u308b\u3093\u3067\u3059\u306d\u3002\u4ed6\u306b\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u88fd\u54c1\u306e\u7acb\u3061\u4e0a\u3052\u671f\u3001\u30bc\u30ed\u30a4\u30c1\u306e\u77ac\u9593\u306b\u7acb\u3061\u4f1a\u3048\u308b\u306e\u306f\u9b45\u529b\u3060\u3068\u611f\u3058\u3066\u3044\u3044\u307e\u3059\u3002<br \/>\n\u79c1\u304c\u4e3b\u306b\u7814\u7a76\u958b\u767a\u3092\u3057\u3066\u3044\u308b\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306e\u6280\u8853\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u88fd\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u76e4\u3092\u63d0\u4f9b\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3046\u3044\u3046\u3053\u3068\u3082\u3042\u3063\u3066\u3001\u88fd\u54c1\u306e\u30bc\u30ed\u30a4\u30c1\u306e\u77ac\u9593\u306b\u7acb\u3061\u4f1a\u3046\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u91ce\u306b\u8208\u5473\u304c\u3042\u308b\u5b66\u751f\u3055\u3093\u306b\u3082\u305c\u3072\u30bc\u30ed\u30a4\u30c1\u3067\u88fd\u54c1\u304c\u7acb\u3061\u4e0a\u304c\u3063\u305f\u6642\u306e\u9054\u6210\u611f\u3092\u611f\u3058\u3066\u307b\u3057\u3044\u3067\u3059\u3002<\/p>\n<p>\u7530\u5d0e\u3055\u3093\u306f\u3069\u3093\u306a\u70b9\u306b\u9b45\u529b\u3084\u697d\u3057\u3055\u3092\u611f\u3058\u3066\u3044\u307e\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u304c\u6271\u3046\u81ea\u52d5\u8eca\u3084\u30b9\u30de\u30fc\u30c8\u30db\u30fc\u30e0\u3001\u30d3\u30eb\u3001\u5de5\u5834\u306a\u3069\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u5bfe\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306f\u3001\u305d\u308c\u305e\u308c\u306b\u7279\u6709\u306e\u8ab2\u984c\u304c\u3042\u3063\u3066\u3001\u307e\u3060\u307e\u3060\u6539\u5584\u306e\u4f59\u5730\u304c\u3042\u308a\u307e\u3059\u3002\u81ea\u5206\u3067\u958b\u767a\u3057\u305f\u624b\u6cd5\u30fb\u6280\u8853\u304cPoC\u306a\u3069\u306b\u63a1\u7528\u3055\u308c\u3001\u5f62\u306b\u306a\u3063\u3066\u52d5\u304f\u3068\u3053\u308d\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u70b9\u306b\u3001\u3084\u308a\u304c\u3044\u3084\u9b45\u529b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u8a00\u3048\u3070\u3001\u4e09\u8c37\u3055\u3093\u3082\u542b\u3081\u3066\u3001\u305d\u306e\u3088\u3046\u306a\u30c9\u30e1\u30a4\u30f3\u3067\u7814\u7a76\u958b\u767a\u306b\u643a\u308f\u308b\u79c1\u305f\u3061\u306f\u3001\u666e\u6bb5\u304b\u3089\u6700\u5148\u7aef\u6280\u8853\u306e\u7b2c\u4e00\u7dda\u3067\u4ed5\u4e8b\u3092\u3057\u3066\u3044\u3066\u3001\u696d\u52d9\u3092\u901a\u3058\u3066\u3001\u305d\u306e\u5206\u91ce\u306e\u5c02\u9580\u5bb6\u306b\u306a\u3063\u3066\u3044\u3051\u308b\u3093\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u79c1\u306e\u4e2d\u3067\u306f\u4e09\u8c37\u3055\u3093\u306f\u300c\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306e\u5c02\u9580\u5bb6\u300d\u3068\u3044\u3046\u5370\u8c61\u304c\u3042\u3063\u3066\u3001\u500b\u3005\u306e\u5206\u91ce\u3067\u793e\u5185\u306e\u5c02\u9580\u5bb6\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u308b\u70b9\u3082\u9b45\u529b\u3067\u3059\u306d\u3002<\/p>\n<h2><span id=\"i-3\">\u6210\u9577\u306e\u6a5f\u4f1a\u306f\u3044\u305f\u308b\u3068\u3053\u308d\u306b\u3042\u308b<\/span><\/h2>\n<h4><b>\u5fc5\u9808\u306e\u6280\u8853\u3060\u304b\u3089\u3053\u305d\u5f97\u3089\u308c\u308b\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3<\/b><\/h4>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-23994 size-full\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image1.jpg\" alt=\"\" width=\"100%\" height=\"auto\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image1.jpg 2000w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image1-300x200.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image1-1024x682.jpg 1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image1-768x512.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image1-1536x1024.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u79c1\u3092\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306e\u5c02\u9580\u5bb6\u3068\u8a8d\u8b58\u3057\u3066\u3044\u305f\u3060\u3051\u3066\u3044\u305f\u3068\u306f\uff01<\/p>\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u300c\u4ed6\u8005\u304b\u3089\u306e\u653b\u6483\u3092\u9632\u5fa1\u3059\u308b\u300d\u3068\u3044\u3046\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u767a\u60f3\u3092\u6301\u305f\u308c\u304c\u3061\u3067\u3059\u304c\u3001\u8a00\u3044\u65b9\u3092\u5909\u3048\u308c\u3070\u3001\u30de\u30a4\u30ca\u30b9\u3092\u9650\u308a\u306a\u304f\u30bc\u30ed\u306b\u8fd1\u3065\u3051\u308b\u30d7\u30ed\u30bb\u30b9\u306b\u6ce8\u529b\u3067\u304d\u308b\u3068\u3044\u3046\u5074\u9762\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5168\u3066\u306e\u4eba\u304b\u3089\u5fc5\u8981\u3068\u3055\u308c\u308b\u6280\u8853\u306a\u306e\u3067\u3001\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u9ad8\u304f\u7dad\u6301\u3057\u305f\u307e\u307e\u4ed5\u4e8b\u306b\u53d6\u308a\u7d44\u3081\u307e\u3059\u3002\u300c\u611f\u52d5\u300d\u3068\u3044\u3046\u3088\u308a\u3082\u300c\u5b89\u5fc3\u300d\u3092\u5c4a\u3051\u308b\u4ed5\u4e8b\u306b\u6ca1\u982d\u3067\u304d\u308b\u3068\u3053\u308d\u306f\u826f\u304b\u3063\u305f\u3068\u601d\u3048\u308b\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u7530\u5d0e\u3055\u3093\u304c\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3067\u50cd\u3044\u3066\u304d\u3066\u826f\u304b\u3063\u305f\u3068\u601d\u3048\u308b\u3053\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306f\u53d6\u308a\u6271\u3063\u3066\u3044\u308b\u5546\u6750\u304c\u975e\u5e38\u306b\u5e45\u5e83\u3044\u304b\u3089\u3001\u4ed5\u4e8b\u3092\u901a\u3057\u3066\u591a\u304f\u306e\u77e5\u898b\u3084\u30ce\u30a6\u30cf\u30a6\u3092\u84c4\u7a4d\u3067\u304d\u307e\u3059\u3088\u306d\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3082\u9069\u7528\u5bfe\u8c61\u304c\u975e\u5e38\u306b\u5e83\u3044\u6280\u8853\u306a\u306e\u3067\u3001\u5f97\u3089\u308c\u305f\u7d4c\u9a13\u3092\u3082\u3068\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u9818\u57df\u3078\u5c55\u958b\u3057\u8ca2\u732e\u3067\u304d\u308b\u3053\u3068\u306f\u3001\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u91ce\u306b\u643a\u308f\u3063\u3066\u304d\u3066\u3088\u304b\u3063\u305f\u3068\u601d\u3048\u308b\u3053\u3068\u306e\uff11\u3064\u3067\u3059\u3002<\/p>\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u90e8\u9580\u3067\u306f\u3001\u5b66\u3076\u6a5f\u4f1a\u3092\u793e\u54e1\u306b\u591a\u304f\u4e0e\u3048\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u3001\u4e16\u754c\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\uff08Black Hat, DEFCON\uff09\u3084\u30e9\u30b9\u30d9\u30ac\u30b9\u3067\u884c\u308f\u308c\u308b\u4e16\u754c\u6700\u5927\u7d1a\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u5c55\u793a\u4f1a\u300cCES\u300d\u306b\u3082\u53c2\u52a0\u3055\u305b\u3066\u3082\u3089\u3048\u307e\u3057\u305f\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u90e8\u9580\u306f\u3001\u300c\u82e5\u624b\u306f\u305c\u3072\u6d77\u5916\u3078\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3088\u306d\u3002\u30b3\u30ed\u30ca\u304c\u3082\u3046\u5c11\u3057\u843d\u3061\u7740\u3051\u3070\u3001\u307e\u305f\u6d77\u5916\u3067\u826f\u3044\u523a\u6fc0\u3092\u53d7\u3051\u3089\u308c\u308b\u6a5f\u4f1a\u3092\u3082\u3089\u3048\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u200b\u305d\u3046\u3067\u3059\u306d\u3002\u200b2019\u5e74\u306b\u958b\u50ac\u3055\u308c\u305fCES\u3067\u306f\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3082\u81ea\u52d5\u8eca\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5c55\u793a\u3092\u884c\u3044\u3001\u79c1\u3082\u8aac\u660e\u54e1\u3068\u3057\u3066\u53c2\u52a0\u3057\u305f\u306e\u3067\u3001\u81ea\u52d5\u8eca\u30e1\u30fc\u30ab\u30fc\u306a\u3069\u3001\u304a\u5ba2\u3055\u307e\u306b\u306a\u308b\u4eba\u305f\u3061\u304b\u3089\u751f\u306e\u58f0\u304c\u805e\u3051\u308b\u975e\u5e38\u306b\u6709\u610f\u7fa9\u306a\u7d4c\u9a13\u3067\u3057\u305f\u3002<\/p>\n<p>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306f\u4ed6\u793e\u304b\u3089\u3069\u306e\u3088\u3046\u306b\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u4ed6\u793e\u306f\u3069\u306e\u3088\u3046\u306a\u65b9\u91dd\u3092\u6253\u3061\u7acb\u3066\u3066\u3044\u308b\u306e\u304b\u306a\u3069\u3001\u666e\u6bb5\u306e\u4ed5\u4e8b\u3067\u306f\u5f97\u3089\u308c\u306a\u3044\u8996\u70b9\u3092\u5b66\u3079\u305f\u3053\u3068\u3082\u5370\u8c61\u306b\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u305f\u3057\u304b\u306b\u6d77\u5916\u30a4\u30d9\u30f3\u30c8\u3078\u306e\u53c2\u52a0\u306f\u3001\u8cb4\u91cd\u306a\u6210\u9577\u306e\u6a5f\u4f1a\u3067\u3059\u306d\u3002\u4ed6\u306b\u7530\u5d0e\u3055\u3093\u304c\u65e5\u9803\u884c\u3063\u3066\u3044\u308b\u30a4\u30f3\u30d7\u30c3\u30c8\u306e\u624b\u6bb5\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u300cUdemy Business\u300d\u3068\u3044\u3046\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u306b\u3088\u304f\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u500b\u4eba\u3067\u3042\u308c\u3070\u4f55\u5343\u5186\u3068\u304b\u304b\u308b\u52d5\u753b\u8b1b\u5ea7\u3092\u81ea\u7531\u306b\u53d7\u8b1b\u3067\u304d\u308b\u306e\u306f\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u3088\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u79c1\u3082Udemy Business\u306f\u3088\u304f\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u306d\u3002\u3042\u3068\u3001\u79c1\u306e\u5834\u5408\u306f\u90fd\u5185\u306b\u3042\u308b\u5171\u5275\u6d3b\u52d5\u306e\u305f\u3081\u306e\u30aa\u30d5\u30a3\u30b9\u3082\u5229\u7528\u3057\u3066\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306e\u65b9\u3084\u5b66\u751f\u3055\u3093\u3068\u4e00\u7dd2\u306b\u5b9f\u8a3c\u5b9f\u9a13\u3092\u884c\u3063\u305f\u308a\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u5c55\u793a\u3092\u901a\u3058\u3066\u751f\u306e\u58f0\u306b\u89e6\u308c\u305f\u308a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u793e\u5185\u5916\u554f\u308f\u305a\u9023\u643a\u3092\u3068\u3063\u3066\u7814\u7a76\u3092\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u306f\u3001\u8cb4\u91cd\u306a\u6210\u9577\u306e\u6a5f\u4f1a\u3067\u3059\u3088\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u50cd\u304d\u65b9\u3068\u3044\u3046\u89b3\u70b9\u3067\u306f\u3001\u30b3\u30ed\u30ca\u798d\u306b\u3088\u3063\u3066\u5728\u5b85\u52e4\u52d9\u304c\u5b9a\u7740\u5316\u3057\u3066\u304d\u305f\u306e\u3067\u3001\u6642\u9593\u3092\u6709\u52b9\u6d3b\u7528\u3067\u304d\u308b\u306a\u3069\u3001\u50cd\u304d\u3084\u3059\u3044\u4f53\u5236\u3092\u6574\u3048\u3066\u3082\u3089\u3048\u305f\u70b9\u3082\u3046\u308c\u3057\u3044\u3067\u3059\u306d\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u79c1\u3082\u6e80\u54e1\u96fb\u8eca\u3067\u306e\u901a\u52e4\u304c\u82e6\u624b\u3060\u3063\u305f\u306e\u3067\u3001\u5728\u5b85\u52e4\u52d9\u5236\u5ea6\u306b\u306f\u3068\u3066\u3082\u52a9\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span id=\"i-4\">\u793e\u54e1\u306e\u5922\u3084\u91ce\u671b\u306e\u5b9f\u73fe\u3092\u7a4d\u6975\u7684\u306b\u30b5\u30dd\u30fc\u30c8<\/span><\/h2>\n<h4><b>\u5168\u3066\u306e\u5de5\u7a0b\u306b\u95a2\u308f\u308b\u4eba\u304b\u3089\u611b\u3055\u308c\u308b\u88fd\u54c1\u3092\u76ee\u6307\u3057\u3066<\/b><\/h4>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-23997 size-full\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image4.jpg\" alt=\"\" width=\"100%\" height=\"auto\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image4.jpg 2000w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image4-300x200.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image4-1024x682.jpg 1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image4-768x512.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image4-1536x1024.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u65e5\u3005\u5b66\u3073\u306a\u304c\u3089\u4ed5\u4e8b\u306b\u52b1\u3093\u3067\u3044\u308b\u308f\u3051\u3067\u3059\u304c\u3001\u4ed5\u4e8b\u3092\u901a\u3058\u3066\u5b9f\u73fe\u3057\u3066\u3044\u304d\u305f\u3044\u3053\u3068\u3001\u5927\u5207\u306b\u3057\u3066\u3044\u304d\u305f\u3044\u3053\u3068\u306f\u4f55\u304b\u3042\u308a\u307e\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u6d3e\u624b\u3067\u3068\u304c\u3063\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u591a\u304f\u306e\u4eba\u306e\u304f\u3089\u3057\u306b\u6eb6\u3051\u8fbc\u307f\u3001\u307b\u3093\u306e\u5c11\u3057\u306e\u4e0d\u5b89\u3001\u304a\u56f0\u308a\u3054\u3068\u3092\u53d6\u308a\u9664\u3051\u308b\u3088\u3046\u306a\u4e8b\u696d\u306b\u643a\u308f\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n\u591a\u304f\u306e\u65b9\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u304d\u308b\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306e\u7279\u5fb4\u3092\u751f\u304b\u3057\u3066\u3001\u5fc5\u8981\u3060\u3068\u601d\u3063\u3066\u3082\u3089\u3048\u308b\u6280\u8853\u3092\u958b\u767a\u3057\u305f\u3044\u3067\u3059\u306d\u3002<\/p>\n<p>\u4e0a\u6d41\u5de5\u7a0b\u3067\u306f\u4f01\u753b\u306a\u3069\u4e8b\u696d\u306e\u6839\u5e79\u90e8\u5206\u306e\u7b56\u5b9a\u306b\u7acb\u3061\u4f1a\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u3053\u306b\u6e80\u8db3\u305b\u305a\u3001\u5f8c\u5de5\u7a0b\u3092\u8acb\u3051\u8ca0\u3046\u65b9\u3084\u5229\u7528\u3059\u308b\u304a\u5ba2\u3055\u307e\u306a\u3069\u3001\u5168\u3066\u306e\u5de5\u7a0b\u306e\u4eba\u304b\u3089\u611b\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u7acb\u3061\u4e0a\u3052\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u30bc\u30ed\u30a4\u30c1\u300d\u306e\u77ac\u9593\u3060\u3051\u8ffd\u3044\u304b\u3051\u3066\u3082\u3001\u7d50\u5c40\u306f\u305d\u306e\u5f8c\u306e\u958b\u767a\u3001\u904b\u7528\u3001\u4fdd\u5b88\u306a\u3069\u304c\u5fc5\u7136\u7684\u306b\u3064\u3044\u3066\u3044\u304d\u307e\u3059\u3002\u3067\u3059\u304b\u3089\u3001\u95a2\u4fc2\u8005\u306e\u65b9\u3092\u3044\u304b\u306b\u5dfb\u304d\u8fbc\u307f\u306a\u304c\u3089\u30d3\u30b8\u30cd\u30b9\u3092\u7acb\u3061\u4e0a\u3052\u3089\u308c\u308b\u304b\u304c\u91cd\u8981\u3060\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u304a\u3063\u3057\u3083\u308b\u901a\u308a\u3067\u3059\u3002\u79c1\u305f\u3061\u3082\u8a2d\u8a08\u6bb5\u968e\u306b\u304a\u3044\u3066\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30d7\u30ed\u3068\u3057\u3066\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53c2\u52a0\u3059\u308b\u610f\u8b58\u306f\u5927\u4e8b\u3067\u3059\u3088\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u7530\u5d0e\u3055\u3093\u3082\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3067\u5b9f\u73fe\u3057\u305f\u3044\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u79c1\u306f\u3001AI\u306a\u3069\u306e\u6280\u8853\u3092\u6d3b\u7528\u3057\u3066\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8ab2\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b\u6280\u8853\u3092\u78ba\u7acb\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001AI\u306f\u3001\u3042\u304f\u307e\u3067\u30c4\u30fc\u30eb\u306b\u904e\u304e\u306a\u3044\u306e\u3067\u3001\u3069\u306e\u3088\u3046\u306aAI\u3092\u4f7f\u3046\u3079\u304d\u304b\u3001\u3042\u308b\u3044\u306fAI\u306f\u4f7f\u308f\u306a\u3044\u307b\u3046\u304c\u3088\u3044\u306e\u304b\u898b\u6975\u3081\u3066\u3001\u304d\u3061\u3093\u3068\u304a\u5ba2\u3055\u307e\u306b\u8aac\u660e\u3057\u3066\u8ab2\u984c\u89e3\u6c7a\u3078\u5c0e\u3051\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308a\u305f\u3044\u3067\u3059\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u91ce\u3067\u6df1\u5c64\u5b66\u7fd2\u3084AI\u3092\u4f7f\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u3001\u975e\u5e38\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3088\u306d\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u306f\u3044\u3001\u305f\u3060\u3057\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<br \/>\n\u6df1\u5c64\u5b66\u7fd2\u306e\u6280\u8853\u3092\u4f7f\u3044\u305f\u304f\u3066\u3082\u3001\u4f8b\u3048\u3070\u8eca\u8f09\u306e\u5236\u5fa1\u6a5f\u5668\u3084\u5bb6\u96fb\u306b\u542b\u307e\u308c\u308b\u5c0f\u3055\u306a\u30c1\u30c3\u30d7\u3067\u306fAI\u306e\u8a08\u7b97\u3059\u308b\u305f\u3081\u306e\u30ea\u30bd\u30fc\u30b9\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001AI\u6280\u8853\u306e\u642d\u8f09\u306f\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u578b*\u3060\u3051\u3067\u306a\u304f\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u578b*\u306a\u3069\u8907\u6570\u306e\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u5c02\u9580\u5bb6\u3068\u3057\u3066\u3001\u6700\u9069\u306a\u624b\u6bb5\u3092\u5224\u65ad\u30fb\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<br \/>\n\u4eca\u5f8c\u306f\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u30b3\u30b9\u30c8\u3084\u30c7\u30fc\u30bf\u91cf\u306b\u3082\u6c17\u3092\u914d\u308a\u306a\u304c\u3089\u3001\u6700\u9069\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u5224\u65ad\u3067\u304d\u308b\u4eba\u304c\u91cd\u5b9d\u3055\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u305f\u3057\u304b\u306b\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306e\u6280\u8853\u306b\u3064\u3044\u3066\u3082\u3001\u540c\u69d8\u306e\u3053\u3068\u304c\u8a00\u3048\u307e\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u9ad8\u3081\u308b\u4e0a\u3067\u3001\u5fc5\u305a\u3057\u3082\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u304c\u6c42\u3081\u3089\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3082\u3061\u308d\u3093\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u62c5\u4fdd\u3059\u308b\u6280\u8853\u306e\uff11\u3064\u3068\u3057\u3066\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306f\u6709\u52b9\u3067\u3059\u3002<\/p>\n<p>\u3067\u3059\u304c\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306f\u3042\u304f\u307e\u3067\u624b\u6bb5\u306e1\u3064\u306b\u904e\u304e\u305a\u3001\u4f7f\u3046\u5fc5\u8981\u304c\u306a\u3044\u5834\u9762\u3067\u7121\u7406\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5fc5\u8981\u306a\u6280\u8853\u3092\u9078\u5b9a\u3067\u304d\u308b\u30b9\u30ad\u30eb\u3082\u3001\u4eca\u5f8c\u306f\u6c42\u3081\u3089\u308c\u3066\u3044\u304f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u3042\u3068\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u76ee\u306b\u898b\u3048\u306a\u3044\u6280\u8853\u306a\u306e\u3067\u3001\u304a\u5ba2\u3055\u307e\u304b\u3089\u306f\u306a\u304b\u306a\u304b\u8a8d\u77e5\u3055\u308c\u307e\u305b\u3093\u304c\u3001\u81ea\u5206\u306e\u4e2d\u3067\u300c\u3053\u306e\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u306b\u306f\u3001\u81ea\u5206\u304c\u4f5c\u3063\u305f\u6280\u8853\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u300d\u3068\u8a87\u308a\u3092\u6301\u3066\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3046\u308c\u3057\u3044\u3067\u3059\u306d\u3002<\/p>\n<p>*\u6df1\u5c64\u5b66\u7fd2\u578b\uff1aAI\u304c\u81ea\u3089\u5b66\u7fd2\u3092\u884c\u3044\u3001\u30c7\u30fc\u30bf\u304b\u3089\u30eb\u30fc\u30eb\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3059\u624b\u6cd5<br \/>\n*\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u578b\uff1aAI\u304c\u4eba\u9593\u304c\u767b\u9332\u3057\u305f\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u72b6\u6cc1\u3092\u8a3a\u65ad\u3059\u308b\u624b\u6cd5<\/p>\n<h4><b>\u300c\u4eba\u3068\u9055\u3046\u898b\u65b9\u306e\u3067\u304d\u308b\u4eba\u300d\u304c\u6d3b\u8e8d\u3067\u304d\u308b<\/b><\/h4>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-23996 size-full\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image3.jpg\" alt=\"\" width=\"100%\" height=\"auto\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image3.jpg 2000w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image3-300x200.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image3-1024x682.jpg 1024w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image3-768x512.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/11\/image3-1536x1024.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u305d\u306e\u6280\u8853\u3092\u7814\u7a76\u958b\u767a\u3059\u308b\u306b\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u90e8\u9580\u5168\u4f53\u3067\u5354\u529b\u3057\u3066\u3044\u304f\u5fc3\u69cb\u3048\u304c\u5fc5\u8981\u3067\u3059\u3088\u306d\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u4e09\u8c37\u3055\u3093\u304c\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3067\u4e00\u7dd2\u306b\u50cd\u304d\u305f\u3044\u3068\u601d\u3046\u4eba\u3068\u306f\u3001\u3069\u3093\u306a\u4eba\u3067\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u79c1\u306f\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u306b\u5165\u793e\u3057\u30665\u5e74\u7d4c\u3061\u307e\u3059\u304c\u3001\u3053\u308c\u307e\u3067\u300c\u4e00\u7dd2\u306b\u50cd\u304d\u305f\u304f\u306a\u3044\u300d\u3068\u611f\u3058\u308b\u4eba\u306b\u51fa\u4f1a\u3063\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u308c\u306f\u3001\u4e00\u4eba\u3072\u3068\u308a\u304c\u3044\u308d\u3044\u308d\u306a\u6280\u8853\u7684\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u305f\u98a8\u571f\u304c\u91b8\u6210\u3055\u308c\u3066\u3044\u308b\u304b\u3089\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u79c1\u304c\u643a\u308f\u308b\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306e\u7814\u7a76\u958b\u767a\u3067\u306f\u3001\u65b0\u898f\u30c6\u30fc\u30de\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3054\u3068\u306b\u3001\u4e00\u7dd2\u306b\u50cd\u304f\u65b9\u3082\u305d\u306e\u90fd\u5ea6\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u6280\u8853\u7684\u306a\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u304c\u7570\u306a\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u4f1a\u8a71\u3067\u304d\u308b\u306e\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u610f\u601d\u758e\u901a\u3067\u304d\u3066\u50cd\u304d\u3084\u3059\u3044\u74b0\u5883\u3060\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306b\u9650\u3089\u305a\u3001\u79fb\u308a\u5909\u308f\u308a\u306e\u65e9\u3044\u6280\u8853\u30fb\u4f01\u753b\u306b\u643a\u308f\u3063\u3066\u3044\u308b\u3068\u3001\u73fe\u5728\u5730\u3092\u898b\u5931\u3044\u305d\u3046\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5e38\u306b\u5909\u5316\u3057\u7d9a\u3051\u308b\u74b0\u5883\u306e\u4e2d\u3067\u3001\u67d4\u8edf\u306a\u8003\u3048\u3092\u6301\u3063\u3066\u5bfe\u5fdc\u3067\u304d\u308b\u30c1\u30fc\u30e0\u4f5c\u308a\u306e\u305f\u3081\u306b\u3001\u610f\u898b\u30fb\u77e5\u898b\u3092\u767a\u4fe1\u3057\u5408\u3048\u308b\u3053\u3068\u3092\u3068\u3066\u3082\u5fc3\u5f37\u304f\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3067\u3059\u306e\u3067\u3001\u3053\u3046\u3057\u305f\u98a8\u571f\u3084\u74b0\u5883\u3092\u5c0a\u91cd\u3067\u304d\u308b\u65b9\u3068\u4e00\u7dd2\u306b\u50cd\u304d\u305f\u3044\u3067\u3059\u306d\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u305d\u3046\u3067\u3059\u306d\u3002\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u3055\u307e\u3056\u307e\u306a\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3092\u6301\u3064\u65b9\u3005\u3068\u4ea4\u6d41\u3067\u304d\u308b\u306e\u3067\u3001\u98a8\u571f\u3084\u74b0\u5883\u306b\u5171\u611f\u3067\u304d\u308b\u65b9\u304c\u540c\u3058\u5fd7\u3092\u6301\u3061\u3084\u3059\u3044\u3067\u3059\u3088\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u305f\u3057\u304b\u306bMicrosoft Teams\u306e\u30b0\u30eb\u30fc\u30d7\u30c1\u30e3\u30c3\u30c8\u3067\u3055\u307e\u3056\u307e\u306a\u9818\u57df\u306e\u5c02\u9580\u5bb6\u3068\u30ab\u30b8\u30e5\u30a2\u30eb\u306b\u4ea4\u6d41\u3067\u304d\u305f\u308a\u3001\u30d4\u30c3\u30c1\u30a4\u30d9\u30f3\u30c8\u3092\u8074\u8b1b\u3067\u304d\u308b\u306e\u306f\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u306d\u3002\u3053\u3046\u3057\u305f\u4ed5\u7d44\u307f\u4f5c\u308a\u304c\u3001\u3053\u3053\u6570\u5e74\u3067\u7279\u306b\u5f37\u5316\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u611f\u3058\u307e\u3059\u306d\u3002<\/p>\n<p>\u7530\u5d0e\u3055\u3093\u306f\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3067\u6d3b\u8e8d\u3067\u304d\u308b\u4eba\u306f\u3001\u3069\u3093\u306a\u65b9\u3060\u3068\u601d\u3044\u307e\u3059\u304b\uff1f<\/p>\n<p><span style=\"color: #55c500;\"><b>\u7530\u5d0e\uff1a<\/b><\/span>\u3044\u308d\u3044\u308d\u306a\u7d4c\u9a13\u3092\u3057\u3066\u304d\u305f\u4eba\u3001\u8996\u91ce\u304c\u5e83\u3044\u4eba\u306f\u3001\u7814\u7a76\u958b\u767a\u306e\u5206\u91ce\u3067\u3082\u304b\u306a\u308a\u6d3b\u8e8d\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u30bc\u30ed\u30a4\u30c1\u3092\u751f\u307f\u51fa\u3057\u4e8b\u696d\u3084\u6280\u8853\u3092\u78ba\u7acb\u3057\u3066\u3044\u304f\u4e2d\u3067\u306f\u3001\u4eba\u3068\u306f\u9055\u3063\u305f\u898b\u65b9\u304c\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u304c\u91cd\u8981\u3067\u3001\u7d4c\u9a13\u304c\u8c4a\u5bcc\u306b\u3042\u308a\u8996\u91ce\u304c\u5e45\u5e83\u3051\u308c\u3070\u3001\u3044\u308d\u3044\u308d\u306a\u65b9\u5411\u304b\u3089\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u304d\u307e\u3059\u3002\u3060\u304b\u3089\u305d\u3046\u3044\u3063\u305f\u65b9\u306f\u7814\u7a76\u958b\u767a\u3067\u3082\u3001\u95a2\u4fc2\u8005\u3068\u6d3b\u767a\u306b\u610f\u898b\u3092\u4ea4\u63db\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306f\u6d3b\u8e8d\u306e\u5834\u304c\u305f\u304f\u3055\u3093\u7528\u610f\u3055\u308c\u3066\u3044\u3066\u3001\u793e\u54e1\u304c\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u3066\u307f\u305f\u3044\u3053\u3068\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304f\u308c\u308b\u98a8\u571f\u304c\u3042\u308b\u4f1a\u793e\u3067\u3059\u3002\u3060\u304b\u3089\u3001\u81ea\u8eab\u306e\u601d\u3044\u3092\u8a00\u8449\u306b\u3067\u304d\u308b\u3053\u3068\u3082\u5927\u4e8b\u3060\u3068\u601d\u3044\u307e\u3059\u306d\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e09\u8c37\uff1a<\/b><\/span>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306b\u306f\u30d3\u30b8\u30e7\u30f3\u3084\u5922\u3001\u91ce\u671b\u3092\u6301\u3063\u3066\u3044\u308b\u65b9\u304c\u591a\u3044\u3067\u3059\u3088\u306d\u3002\u305c\u3072\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u305f\u3044\u3053\u3068\u3092\u7a4d\u6975\u7684\u306b\u8a9e\u3063\u3066\u3001\u79c1\u305f\u3061\u3068\u4e00\u7dd2\u306b\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3067\u5922\u3092\u5b9f\u73fe\u3057\u3066\u307b\u3057\u3044\u3067\u3059\u3002<\/p>\n<h4><strong>\u7de8\u96c6\u5f8c\u8a18<\/strong><\/h4>\n<p class=\"well\">\u6700\u8fd1AI\u3084\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3068\u3044\u3063\u305f\u5148\u7aef\u6280\u8853\u306e\u8a71\u3092\u3088\u304f\u8033\u306b\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u305d\u308c\u3089\u306e\u5148\u7aef\u6280\u8853\u3092\u5b9f\u969b\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u91ce\u306b\u5fdc\u7528\u3057\u3066\u3001\u3059\u3067\u306b\u8a66\u4f5c\u958b\u767a\u3084PoC\u3092\u958b\u59cb\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u304a\u8a71\u3092\u4f3a\u3063\u3066\u9a5a\u304d\u307e\u3057\u305f\u3002\u5927\u5b66\u3084\u5927\u5b66\u9662\u306a\u3069\u306e\u6559\u80b2\u6a5f\u95a2\u3067\u306f\u3001\u5148\u7aef\u6280\u8853\u306b\u95a2\u3059\u308b\u7814\u7a76\u3053\u305d\u3067\u304d\u308b\u3082\u306e\u306e\u3001\u305d\u308c\u3089\u3092\u6d3b\u7528\u3057\u3066\u3001\u6d88\u8cbb\u8005\u307e\u3067\u5c4a\u3051\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3089\u3048\u308b\u6a5f\u4f1a\u306f\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306f\u7814\u7a76\u304b\u3089\u4eee\u8aac\u691c\u8a3c\u307e\u3067\u306e\u30b5\u30a4\u30af\u30eb\u3092\u69d8\u3005\u306a\u5206\u91ce\u3067\u884c\u3048\u308b\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u308b\u6570\u5c11\u306a\u3044\u4f1a\u793e\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u3067\u5148\u7aef\u6280\u8853\u3092\u6975\u3081\u308b\u9078\u629e\u80a2\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p style=\"text-align: right;\">\u53d6\u6750\uff0f\u6587\uff1a\u30ce\u30fc\u30d0\u30b8\u30a7\u30c3\u30c8<\/p>\n<div style=\"padding: 0em 1em; margin: 1em 0; border: solid 3px #27ae60;\">\n<p style=\"text-align: center; font-size: 150%; margin-top: 5px; margin-bottom: 20px;\"><strong>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306b\u306f\u7686\u3055\u307e\u306e<br \/>\u6d3b\u8e8d\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u3042\u308a\u307e\u3059\uff01<\/strong><\/p>\n<p style=\"text-align: center;\">\n<a class=\"q_button sz_l bt_green\" href=\"https:\/\/recruit.jpn.panasonic.com\/\" target=\"_blank\" rel=\"noopener noreferrer\" onclick=\"gtag('event', 'Click', {'event_category': '202212-panasonic','event_label': 'recruit-site'});\"><b>\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u63a1\u7528\u30b5\u30a4\u30c8\u3078<\/b><\/a><\/p>\n<p style=\"text-align: center; font-size: 150%; margin-top: 5px; margin-bottom: 20px;\"><strong>Qiita Organization\u3082<br \/>\n\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u30d5\u30a9\u30ed\u30fc\u304a\u9858\u3044\u3057\u307e\u3059\uff01<\/strong><\/p>\n<p style=\"text-align: center;\"><a class=\"q_button sz_l bt_green\" href=\"https:\/\/qiita.com\/organizations\/panasonic_ai\" target=\"_blank\" rel=\"noopener noreferrer\" onclick=\"gtag('event', 'Click', {'event_category': '202212-panasonic','event_label': 'qiita-orgnization'});\"><strong>Panasonic \u00d7 AI\u30da\u30fc\u30b8<\/strong><\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>IoT\u6280\u8853\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30e2\u30ce\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u3064\u306a\u304c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305d\u308c\u306b\u4f34\u3044\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u5bfe\u8c61\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u6628\u4eca\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4e16\u754c\u306b\u9650\u3089\u305a\u3001\u5e45\u5e83\u3044\u5206\u91ce\u3067\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u91cd\u8981\u6027\u304c\u53eb\u3070\u308c\u3066\u3044\u307e\u3059\u3002  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24316,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[122,43],"tags":[49,124,154],"yoast_head":"<!-- This site is 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