{"id":1081,"date":"2018-10-03T11:51:56","date_gmt":"2018-10-03T02:51:56","guid":{"rendered":"http:\/\/course.certpro.jp\/?p=1081"},"modified":"2018-10-04T11:41:40","modified_gmt":"2018-10-04T02:41:40","slug":"%e3%81%99%e3%81%b9%e3%81%a6%e3%81%8c%e3%82%8f%e3%81%8b%e3%82%8b%ef%bd%89%ef%bd%8f%ef%bd%94%ef%bc%8f%e7%b0%a1%e5%8d%98%e3%83%bb%e5%ae%9f%e7%8f%be%e3%83%bb%e5%ae%9f%e8%b7%b5%e8%ac%9b%e5%ba%a7-2-2-2","status":"publish","type":"post","link":"https:\/\/course.certpro.jp\/?p=1081","title":{"rendered":"\uff29\uff4f\uff34\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u4f53\u7cfb\u7684\u306b\u6559\u3048\u308b\u300c\u3059\u3079\u3066\u304c\u308f\u304b\u308b\uff29\uff4f\uff34\u5b9f\u8df5\u8b1b\u5ea7\u300d\u958b\u50ac\u306e\u304a\u77e5\u3089\u305b\uff1a2018\u5e7411\u6708\u301c12\u6708\u5ea6"},"content":{"rendered":"<div class=\"wp_social_bookmarking_light\"><a href=\"http:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/01\/IMG_9458.jpg\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-1041\" src=\"http:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/01\/IMG_9458.jpg\" alt=\"\" width=\"2048\" height=\"759\" srcset=\"https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/01\/IMG_9458.jpg 2048w, https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/01\/IMG_9458-300x111.jpg 300w, https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/01\/IMG_9458-768x285.jpg 768w, https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/01\/IMG_9458-1024x380.jpg 1024w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/a><\/div>\n<div class=\"wp_social_bookmarking_light\">\u00a0<\/div>\n<div class=\"pf-content\">\n<table style=\"height: 5280px; width: 789px;\" width=\"636\">\n<tbody>\n<tr style=\"height: 24px;\">\n<td style=\"width: 121px; height: 24px;\">\u30b8\u30e3\u30f3\u30eb<\/td>\n<td style=\"width: 652px; height: 24px;\">\uff29\uff4f\uff34\u30fb\uff2d\uff12\uff2d\u30fb\u7d44\u8fbc\u307f<\/td>\n<\/tr>\n<tr style=\"height: 72px;\">\n<td style=\"height: 72px; width: 121px;\">\u8b1b\u5ea7\u540d\u79f0<\/td>\n<td style=\"height: 72px; width: 652px;\">\uff29\uff4f\uff34\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u4f53\u7cfb\u7684\u306b\u6559\u3048\u308b\u300c\u3059\u3079\u3066\u304c\u308f\u304b\u308b\uff29\uff4f\uff34\u5b9f\u8df5\u8b1b\u5ea7\u300d<br \/>\n\u7b2c\uff14\u6b21\u7523\u696d\u9769\u547d\u306b\u5bfe\u5fdc\u3059\u308b\u5373\u6226\u529b\u3092\uff15\u65e5\u9593\u3067\u301cIoT\u5c0e\u5165\u5b9f\u52d9\u8005\u990a\u6210\u5b9f\u8df5\u8b1b\u5ea7<\/td>\n<\/tr>\n<tr style=\"height: 40px;\">\n<td style=\"height: 40px; width: 121px;\">\u53d7\u8b1b\u671f\u9593<\/td>\n<td style=\"height: 40px; width: 652px;\">\n<p>\uff15\u65e5\u9593\uff08\uff17\u6642\u9593\uff0f\u65e5\uff0a\u65e5\uff1d\uff13\uff15\u6642\u9593\uff09<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"height: 24px; width: 121px;\">\u8b1b\u5ea7\u5f62\u5f0f<\/td>\n<td style=\"height: 24px; width: 652px;\">\u8b1b\u7fa9\uff0f\u6f14\u7fd2<\/td>\n<\/tr>\n<tr style=\"height: 472px;\">\n<td style=\"height: 131px; width: 121px;\">\u8b1b\u5ea7\u6982\u8981<\/td>\n<td style=\"height: 131px; width: 652px;\">\n<p>\u3042\u3089\u3086\u308b\u30e2\u30ce\u304c\u30cd\u30c3\u30c8\u306b\u3064\u306a\u304c\u308bIoT\u793e\u4f1a\u3067\u3001\u65b0\u3057\u3044\u30b5\u30fc\u30d3\u30b9\u3092\u3064\u304f\u308b\u305f\u3081\u306b\u306fIoT\u6280\u8853\u3092\u69cb\u6210\u3059\u308b\u5404\u8981\u7d20\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u672c\u8cea\u3068\u5f79\u5272\u3092\u7406\u89e3\u3057\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u3002<br \/>\n\u305d\u308c\u306f\u30bd\u30d5\u30c8\u3001\u30cf\u30fc\u30c9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u57a3\u6839\u3092\u8d85\u3048\u305f\u7dcf\u5408\u7684\u306a\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002<br \/>\nIoT\u304c\u3064\u304f\u308b\u65b0\u3057\u3044\u793e\u4f1a\u306f\u300c\u4eba\u300d\u300c\u30e2\u30ce\u300d\u300c\u6559\u80b2\u300d\u3092\u5909\u3048\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\nIoT\u306e\u672c\u8cea\u3084\u6a5f\u80fd\u3001\u3067\u304d\u308b\u3053\u3068\uff0f\u3067\u304d\u306a\u3044\u3053\u3068\u3092\u7dcf\u5408\u7684\u306b\u5b66\u3079\u308b\u587e\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002<br \/>\n\u307e\u305f\u30cf\u30f3\u30ba\u30aa\u30f3\u3067\u624b\u3092\u52d5\u304b\u3057\u3001\u73fe\u7269\u306b\u89e6\u308c\u306a\u304c\u3089\u9b45\u529b\u306e\u3042\u308bIoT\u30d3\u30b8\u30cd\u30b9\u5275\u9020\u3092\u4f53\u9a13\u3057\u884c\u3046\u5834\u3067\u3059\u306e\u3067\u3001\u6280\u8853\u8005\u4ee5\u5916\u306e\u53c2\u52a0\u3082\u6b53\u8fce\u3067\u3059\u3002<\/p>\n<p>\u25cfIoT\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\uff0f\u30b3\u30fc\u30c7\u30a3\u30cd\u30fc\u30bf\u3001IoT\u5c0e\u5165\u5b9f\u52d9\u8005\u3092\u990a\u6210<br \/>\n\u25cf\uff15\u65e5\u9593\uff13\uff15\u6642\u9593\u3067\u5b9f\u65bd\uff01<br \/>\n\u3000\u203b\u4ee5\u524d\u306f\uff14\u65e5\u9593\uff0a\uff16\u6642\u9593\uff1d\uff12\uff14\u6642\u9593\u304b\u3089\u5927\u5e45\u62e1\u5f35\uff06\u62e1\u5145\uff01<br \/>\n\u25cf\u5927\u624b\u4f01\u696d\u3084IoT\u30b3\u30f3\u30b5\u30eb\u4f1a\u793e\u3001\u81ea\u6cbb\u4f53\u7b49\u306b\u5c0e\u5165\u3057\u305f\u5b9f\u7e3e\u306e\u3042\u308b\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3002<br \/>\n\u25cf\u6f14\u7fd2\uff16\u5272\u3001\u5ea7\u5b66\uff14\u5272\u306e\u5b9f\u7fd2\u30fb\u6f14\u7fd2\u4e2d\u5fc3\u578bIoT\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u5b9f\u73fe\u3002<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px; width: 121px;\">\u5b66\u7fd2\u76ee\u6a19<\/td>\n<td style=\"height: 48px; width: 652px;\">\u30fbIoT\u306e\u672c\u8cea\u3084\u6a5f\u80fd\u3092\u7dcf\u5408\u7684\u306b\u5b66\u3076<br \/>\n\u30fb\u30cf\u30f3\u30ba\u30aa\u30f3\u3092\u901a\u3058\u3066\u8ab0\u3067\u3082\u59cb\u3081\u308c\u308b\u3053\u3068\u3092\u5b66\u3076<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"height: 48px; width: 121px;\">\u4f7f\u7528\u6559\u6750<\/td>\n<td style=\"height: 48px; width: 652px;\">\u30fb\u30aa\u30ea\u30b8\u30ca\u30eb\u30c6\u30ad\u30b9\u30c8\u3000\uff15\u65e5\u5206<br \/>\n\u30fb\u30cf\u30f3\u30ba\u30aa\u30f3\u6559\u6750\uff08Arduino, Raspberry Pi\u7b49\uff09<\/td>\n<\/tr>\n<tr style=\"height: 3632px;\">\n<td style=\"height: 3632px; width: 121px;\">\u5b66\u7fd2\u9805\u76ee<\/td>\n<td style=\"height: 3632px; width: 652px;\">\n<p>A1\uff1aIoT\u5c0e\u5165\u30fbIoT\u8a2d\u8a08<br \/>\n1. IoT\u5c0e\u5165<br \/>\nIoT\uff08Internet of Things\uff09\u3068\u306f\uff1f<br \/>\nIoT\u306e\u69cb\u6210\u8981\u7d20<br \/>\n\u88fd\u9020\u696d\u306eIoT\u30d3\u30b8\u30cd\u30b9\u63a8\u9032\u306e\uff13\u6bb5\u968e<br \/>\nIoT\u306e\u63a8\u9032\u306e\u6ce8\u610f\u70b9<br \/>\nIoT\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9032\u3081\u65b9<br \/>\n\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u2460\uff1aIoT\u63a8\u9032\u306e\u8ab2\u984c\u691c\u8a0e<\/p>\n<p>2. IoT\u8a2d\u8a08<br \/>\n\u6a19\u6e96\u5316\u306e\u91cd\u8981\u6027<br \/>\n\u7523\u696d\u7528\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4eca\u5f8c<br \/>\n\u751f\u7523\u6307\u6a19\u306e\u7d71\u4e00<br \/>\nIoT\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<br \/>\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u95a2\u9023\u6280\u8853<br \/>\nIT\u3068IoT\u306e\u9055\u3044<br \/>\n\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u2461\uff1aIoT\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u554f\u984c\u306e\u691c\u8a0e<\/p>\n<p>IoT\u306b\u3088\u308b\u88fd\u9020\u73fe\u5834\u306e\u8ab2\u984c\u89e3\u6c7a<br \/>\n\u6539\u5584\u4e8b\u4f8b<br \/>\nIoT\u6d3b\u7528\u7e8f\u3081\u30b7\u30fc\u30c8<br \/>\n\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u2462\uff1a\u8ab2\u984c\u3092\u62b1\u3048\u308b\u751f\u7523\u73fe\u5834\u306eIoT\u306b\u3088\u308b\u6539\u5584<\/p>\n<p>IoT\u3068\u30b9\u30de\u30fc\u30c8\u5de5\u5834<br \/>\nIoT\u306b\u3088\u308b\u4e00\u6c17\u901a\u8cab\u751f\u7523<br \/>\n\u30b9\u30de\u30fc\u30c8\u5de5\u5834\u4e8b\u4f8b<br \/>\n\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3<br \/>\n\u30de\u30b9\u30ab\u30b9\u30bf\u30de\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<br \/>\n\u6539\u5584\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u6d3b\u7528<br \/>\n\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u2463\uff1aIoT\u306b\u3088\u308b\u5de5\u5834\u6539\u5584<\/p>\n<p>B1\uff1aIoT\u6982\u8ad6\u30fbIoT\u30bb\u30f3\u30b5\u30fc<br \/>\n1. IoT\u3068\u306f<br \/>\nIoT\u306e\u6982\u8981<br \/>\nIoT\u306e\u6280\u8853<br \/>\n2. IoT\u306e\u5177\u4f53\u4f8b<br \/>\n\u8fb2\u696d\u5206\u91ce<br \/>\n\u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406<br \/>\n\u81ea\u52d5\u8eca\u95a2\u9023<br \/>\n\u7523\u696d\u95a2\u9023<br \/>\nKOMTRAX<br \/>\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30fb\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8<br \/>\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc 4.0<br \/>\n\u8eab\u306e\u4e08IoT<br \/>\n\u305d\u306e\u4ed6<br \/>\n\u751f\u6d3b\u95a2\u9023<br \/>\n\u30d8\u30eb\u30b9\u30b1\u30a2<br \/>\n\u30b9\u30de\u30fc\u30c8\u30db\u30fc\u30e0<br \/>\n3. \u7d44\u8fbc\u307f\u30b7\u30b9\u30c6\u30e0<br \/>\n\u96fb\u5b50\u56de\u8def<br \/>\n\u96fb\u6c17\u56de\u8def\u306e\u57fa\u790e<br \/>\n\u30c0\u30a4\u30aa\u30fc\u30c9\u3068\u30c8\u30e9\u30f3\u30b8\u30b9\u30bf<br \/>\nLED\u70b9\u706f\u56de\u8def<br \/>\n\u30c7\u30b8\u30bf\u30eb\u56de\u8def<br \/>\n\u7d44\u307f\u8fbc\u307f\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u9020<br \/>\n\u30ef\u30f3\u30dc\u30fc\u30c9\u30de\u30a4\u30b3\u30f3<br \/>\n\u56de\u8def\u56f3<br \/>\nLED\u70b9\u706f\u30d7\u30ed\u30b0\u30e9\u30e0<br \/>\nAD\u5909\u63db\u3068DA\u5909\u63db<br \/>\n\u30b7\u30ea\u30a2\u30eb\u901a\u4fe1<br \/>\n4. Arduino\u6f14\u7fd2<br \/>\n\u30a2\u30eb\u30c7\u30a3\u30fc\u30ce\u306e\u56de\u8def\u56f3<br \/>\n\u52d5\u4f5c\u78ba\u8a8d(\u5358\u4f53\u3067Blink\u306e\u5468\u671f\u5909\u66f4)<br \/>\nLED\u99c6\u52d5\u56de\u8def(\u96fb\u6d41\u5236\u9650\u62b5\u6297\u306e\u8a08\u7b97)<br \/>\nLED\u3092\u70b9\u706f(\u30d6\u30ec\u30c3\u30c9\u30dc\u30fc\u30c9\u3067\u5b9f\u88c5, \u30c7\u30b8\u30bf\u30eb\u51fa\u529b)<br \/>\n\u30b9\u30a4\u30c3\u30c1\u5165\u529b\u3067LED\u3092\u70b9\u706f(\u30c7\u30b8\u30bf\u30eb\u5165\u529b)<br \/>\n\u30a2\u30ca\u30ed\u30b0\u5165\u529b\u3092\u7528\u3044\u3001Cds\u30bb\u30eb\u3067LED\u3092\u70b9\u706f<br \/>\n\u30a2\u30ca\u30ed\u30b0\u51fa\u529b\u3067\u3001\u6697\u3044\u3068LED\u3092\u660e\u308b\u304f\u70b9\u706f<br \/>\n\u30c7\u30b8\u30bf\u30eb\u51fa\u529b\u3067\u3001\u30d5\u30eb\u30ab\u30e9\u30fcLED\u3092\u70b9\u706f<br \/>\n\u30a2\u30ca\u30ed\u30b0\u51fa\u529b\u3067\u3001\u30d5\u30eb\u30ab\u30e9\u30fcLED\u306e\u8272\u8abf\u7bc0<\/p>\n<p>\nB2\uff1aIoT\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fbIoT\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<br \/>\n1. \u30bb\u30f3\u30b5\u3068\u30a2\u30af\u30c1\u30e5\u30a8\u30fc\u30bf<br \/>\n\u5404\u7a2e\u30bb\u30f3\u30b5<br \/>\n\u5149\u30bb\u30f3\u30b5<br \/>\n\u52d5\u304d\u30bb\u30f3\u30b5<br \/>\n\u4eba\u611f\u30bb\u30f3\u30b5<br \/>\n\u6e29\u5ea6\u30bb\u30f3\u30b5\u306a\u3069<br \/>\n\u753b\u50cf\u30fb\u30ec\u30fc\u30c0\u306a\u3069<br \/>\n\u5404\u7a2e\u30a2\u30af\u30c1\u30e5\u30a8\u30fc\u30bf<br \/>\n\u30bd\u30ec\u30ce\u30a4\u30c9<br \/>\nDC\u30e2\u30fc\u30bf<br \/>\n\u30b5\u30fc\u30dc\u30e2\u30fc\u30bf<br \/>\n\u30b9\u30c6\u30c3\u30d4\u30f3\u30b0\u30e2\u30fc\u30bf<br \/>\n\u305d\u306e\u4ed6\u306e\u30e2\u30fc\u30bf<br \/>\n2. \u30cd\u30c3\u30c8\u30ef\u30fc\u30af<br \/>\n\u901a\u4fe1\u3068\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u57fa\u790e<br \/>\n\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e1\u30c7\u30a3\u30a2\u3068\u30d7\u30ed\u30c8\u30b3\u30eb<br \/>\n\u7121\u7dda\u901a\u4fe1<br \/>\n\u77ed\u8ddd\u96e2\u7121\u7dda<br \/>\nPAN\u3068\u30bb\u30f3\u30b5\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<br \/>\n\u5e83\u57df\u7121\u7dda\u901a\u4fe1<br \/>\n\u885b\u661f\u901a\u4fe1<br \/>\n3. \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<br \/>\nIoT\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u6a19\u6e96<br \/>\n\u5404\u7a2e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<br \/>\n\u6a19\u6e96\u5316\u56e3\u4f53\u30fb\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0<br \/>\nIoT\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<br \/>\nAWS<br \/>\nGoogle Cloud Platform<br \/>\nMicrosoft Azure<br \/>\n\u30af\u30e9\u30a6\u30c9<br \/>\n\u30af\u30e9\u30a6\u30c9\u306e\u6280\u8853<br \/>\nGoogle\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3068Hadoop<br \/>\n4. \u30a2\u30eb\u30c7\u30a3\u30fc\u30ce\u6f14\u7fd2<br \/>\n\u5727\u96fb\u30b9\u30d4\u30fc\u30ab\u30fc\u3067\u306e\u30c9\u30ec\u30df\u6f14\u594f<br \/>\n\u30d5\u30a9\u30c8\u30c8\u30e9\u30f3\u30b8\u30b9\u30bf\u7167\u5ea6\u8a08\u6e2c<br \/>\n\u30d5\u30a9\u30c8\u30ea\u30d5\u30ec\u30af\u30bf\u3067\u306e\u8ddd\u96e2\u6e2c\u5b9a<br \/>\n\u30b7\u30ea\u30a2\u30eb\u30c7\u30fc\u30bf\u8ee2\u9001<br \/>\n\u8d85\u97f3\u6ce2\u8ddd\u96e2\u30bb\u30f3\u30b5\u3067\u306e\u8ddd\u96e2\u6e2c\u5b9a(\u30d1\u30eb\u30b9\u6ce2\u5f62\u5165\u529b)<br \/>\n\u52a0\u901f\u5ea6\u30bb\u30f3\u30b5<br \/>\nDC\u30e2\u30fc\u30bf\u306e\u5236\u5fa1(FET\u99c6\u52d5\u56de\u8def)<br \/>\n\u30e2\u30fc\u30bf\u30c9\u30e9\u30a4\u30d6IC<\/p>\n<p>\nC1\uff1a\u30c7\u30fc\u30bf\u6d3b\u7528\u30fb\u30c7\u30fc\u30bf\u5206\u6790<br \/>\n1. \u30c7\u30fc\u30bf\u5206\u6790\u6982\u8ad6<br \/>\n\u30c7\u30fc\u30bf\u5206\u6790\u306e\u76ee\u7684<br \/>\n\u30c7\u30fc\u30bf\u6d3b\u7528\u30b5\u30a4\u30af\u30eb<br \/>\n\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<br \/>\nBI\u3068AI<br \/>\n\u7d71\u8a08\u624b\u6cd5<br \/>\n\u6a5f\u68b0\u5b66\u7fd2<br \/>\n\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30bb\u30b9<br \/>\n\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb<br \/>\n2. Raspberry Pi\u306e\u57fa\u672c<br \/>\n\u30de\u30a4\u30b3\u30f3\u30dc\u30fc\u30c9\u3068\u30b7\u30f3\u30b0\u30eb\u30dc\u30fc\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<br \/>\nArduino\u3068Raspberry Pi\u306e\u6bd4\u8f03<br \/>\nRaspberry Pi\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<br \/>\nRaspberry Pi\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2460 Raspberry Pi\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<br \/>\n3. Python\u306e\u57fa\u672c<br \/>\nPython\u306e\u7279\u5fb4<br \/>\nPython\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u74b0\u5883<br \/>\nPython\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2461 LED\u3092\u70b9\u6ec5\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2462 \u30b0\u30e9\u30d5\u8868\u793a<br \/>\n4. \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6307\u5411\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<br \/>\nMongoDB\u306e\u6982\u8981<br \/>\n\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u6bd4\u8f03<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2463 MongoDB\u306e\u57fa\u672c\u64cd\u4f5c<br \/>\n5. \u30e1\u30c3\u30bb\u30fc\u30b8\u901a\u4fe1<br \/>\nMQTT\u306e\u6982\u8981<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u74b0\u5883(Mosquitto)<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2464 \u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u306e\u8aad\u8fbc\u3068\u4fdd\u5b58<br \/>\n6. \u7d71\u8a08\u624b\u6cd5\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u5206\u6790<br \/>\n\u6570\u5024\u4e88\u6e2c\u306e\u7a2e\u985e<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u306e\u6982\u8981<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2465 \u76f8\u95a2\u5206\u6790<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2466 \u5358\u56de\u5e30\u5206\u6790<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2467 \u91cd\u56de\u5e30\u5206\u6790<\/p>\n<p>C2\uff1a\u4eba\u5de5\u77e5\u80fd\u30fb\u6a5f\u68b0\u5b66\u7fd2<br \/>\n1. \u4eba\u5de5\u77e5\u80fd\u6982\u8ad6<br \/>\n\u4eba\u5de5\u77e5\u80fd(AI)\u3068\u306f<br \/>\n\u7b2c3\u6b21AI\u30d6\u30fc\u30e0<br \/>\n\u7523\u696d\u3067\u306e\u5229\u7528\u306e\u52a0\u901f<br \/>\n\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30fbIoT\u3068\u306e\u95a2\u308f\u308a<br \/>\n2. AI\u3092\u53d6\u308a\u5dfb\u304f\u6280\u8853<br \/>\n\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<br \/>\n\u6a5f\u68b0\u5b66\u7fd2<br \/>\n\u6df1\u5c64\u5b66\u7fd2<br \/>\n\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<br \/>\n\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<br \/>\n3. \u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u5206\u6790<br \/>\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u7a2e\u985e<br \/>\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u7528\u9014\u3068\u624b\u6cd5<br \/>\n\u30af\u30e9\u30b9\u5206\u985e<br \/>\n\u56de\u5e30<br \/>\n\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<br \/>\n\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3(SVM)<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2460 \u5206\u985e\u554f\u984c<br \/>\n\u7dda\u5f62\u56de\u5e30(Linear Model)<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2461 \u56de\u5e30\u554f\u984c<br \/>\n\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0(K-means)<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2462 \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u554f\u984c<br \/>\n4. \u5b9f\u8df5\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u306e\u5229\u7528<br \/>\n\u753b\u50cf\u306b\u3088\u308b\u5206\u985e<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2463 \u624b\u66f8\u304d\u6570\u5b57\u753b\u50cf\u306e\u5206\u985e<br \/>\n\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308b\u4e88\u6e2c<br \/>\n\u30cf\u30f3\u30ba\u30aa\u30f3\u2463 \u6c17\u6e29\u30c7\u30fc\u30bf\u3068\u96fb\u529b\u306e\u6d88\u8cbb\u91cf<\/p>\n<p>\u203b\u4e88\u544a\u306a\u304f\u30b3\u30fc\u30b9\u5185\u5bb9\u304c\u5909\u66f4\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"height: 24px; width: 121px;\">\u524d\u63d0\u6761\u4ef6<\/td>\n<td style=\"height: 24px; width: 652px;\">\u306a\u3057<\/td>\n<\/tr>\n<tr style=\"height: 96px;\">\n<td style=\"height: 96px; width: 121px;\">\u53d7\u8b1b\u5bfe\u8c61<\/td>\n<td style=\"height: 96px; width: 652px;\">\u25cb IoT\u3092\u6d3b\u7528\u3057\u305f\u65b0\u898f\u4e8b\u696d\u3092\u8003\u3048\u3066\u3044\u308b\u3001\u4f5c\u308a\u305f\u3044\u65b9<br \/>\n\u25cb \u81ea\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u3084\u88fd\u54c1\u306bIoT\u3092\u53d6\u308a\u5165\u308c\u305f\u3044\u65b9<br \/>\n\u25cb IoT\u3067\u4f55\u304c\u3067\u304d\u308b\u304b\u5177\u4f53\u7684\u306b\u30a4\u30e1\u30fc\u30b8\u306e\u51fa\u6765\u306a\u3044\u65b9<br \/>\n\u25cb IoT\u9818\u57df\u306b\u95a2\u9023\u3059\u308b\u4ef2\u9593\u3092\u3064\u304f\u308a\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 858px;\">\n<td style=\"height: 631px; width: 121px;\">\u53d7\u8b1b\u6599\u91d1<\/td>\n<td style=\"height: 631px; width: 652px;\">\n<p class=\"txt\">\u30b3\u30fc\u30b9\u5358\u4f4d\u3067\u304a\u7533\u8fbc\u307f\u3044\u305f\u3060\u304f\u5834\u5408\u306e\u4fa1\u683c\u306f\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<table class=\"left-align\">\n<tbody>\n<tr>\n<th>\uff21\uff11\uff1a\uff11\u65e5\u30b3\u30fc\u30b9<\/th>\n<td>59,400\u5186(\u5b9a\u4fa1\u30fb\u7a0e\u8fbc)<\/td>\n<\/tr>\n<tr>\n<th>\uff22\uff11\uff0c\uff22\uff12\uff1a\uff12\u65e5\u9593\u30b3\u30fc\u30b9<\/th>\n<td>118,800\u5186(\u5b9a\u4fa1\u30fb\u7a0e\u8fbc)<\/td>\n<\/tr>\n<tr>\n<th>\uff23\uff11\uff0c\uff23\uff12\uff1a\uff12\u65e5\u9593\u30b3\u30fc\u30b9<\/th>\n<td>118,800\u5186(\u5b9a\u4fa1\u30fb\u7a0e\u8fbc)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span id=\"i-10\"><span id=\"i-11\">[<\/span><\/span><span id=\"i-10\"><span id=\"i-11\">\u52df\u96c6\u4eba\u6570<\/span><\/span><span id=\"i-10\"><span id=\"i-11\">]<\/span><\/span><\/p>\n<p>1\u30af\u30e9\u30b9<strong><span style=\"font-size: 24px;\">20\u540d<\/span><\/strong>\u307e\u3067\uff08\u6700\u5c11\u50ac\u884c\u4eba\u65705\u540d\uff09<\/p>\n<p>\u203b\u6700\u5c11\u50ac\u884c\u4eba\u6570\u306b\u6e80\u305f\u306a\u3044\u5834\u5408\u3001\u958b\u50ac\u65e5\u7a0b\u3092\u5909\u66f4\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u203b\uff11\u793e\u7814\u4fee\u306e\u3054\u4f9d\u983c\u306f\u4e8b\u52d9\u5c40\u307e\u3067\u304a\u554f\u5408\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><span id=\"i-9\"><span id=\"i-10\">[<\/span><\/span><span id=\"i-9\"><span id=\"i-10\">\u53d7\u8b1b\u6599\u91d1<\/span><\/span><span id=\"i-9\"><span id=\"i-10\">]<\/span><\/span><\/p>\n<p class=\"txt\"><strong><span style=\"font-size: 20px;\">\u4eca\u56de\u306e\uff15\u65e5\u9593\u53d7\u8b1b\u6599\u306f<\/span><\/strong><\/p>\n<p class=\"txt\"><strong><span class=\"fnt-red fnt-medium fnt-bold\"><span style=\"font-size: 20px;\">\uff12\uff19\uff17\uff0c\uff10\uff10\uff10\u5186<\/span><\/span><span class=\"fnt-red fnt-medium fnt-bold\"><span style=\"font-size: 20px;\">(<\/span><\/span><span class=\"fnt-red fnt-medium fnt-bold\"><span style=\"font-size: 20px;\">\u7a0e\u8fbc\u307f\u3001<\/span><\/span><span style=\"font-size: 20px;\">\u30c7\u30d0\u30a4\u30b9\u30fb\u30c6\u30ad\u30b9\u30c8\u4ee3\u8fbc<\/span><span style=\"font-size: 20px;\">)<\/span><\/strong><\/p>\n<p>\u500b\u5225\u306e\u8b1b\u5ea7\u3082\u305d\u308c\u305e\u308c\u7533\u8fbc\u307f\u304c\u53ef\u80fd\u3067\u3059\u3002<span style=\"font-family: inherit; font-size: inherit;\"><br \/>\n<\/span>\u203b\u4f01\u696d\u3084\u56e3\u4f53\u306e\u65b9\u3001\u500b\u4eba\u306e\u65b9\u306e\u53c2\u52a0\u3082\u6b53\u8fce\u3067\u3059\u3002<br \/>\n\u203b\u6700\u5c11\u50ac\u884c\u4eba\u6570\u306b\u6e80\u305f\u306a\u3044\u5834\u5408\u3001\u958b\u50ac\u65e5\u7a0b\u3092\u5909\u66f4\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u203b\uff11\u793e\u7814\u4fee\u306e\u3054\u4f9d\u983c\u306f\u4e8b\u52d9\u5c40\u307e\u3067\u304a\u554f\u5408\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><span style=\"background-color: #ff99cc;\">\u304a\u652f\u6255\u306b\u3064\u3044\u3066<\/span><br \/>\n<span style=\"background-color: #ff99cc;\">\u30fb\u6cd5\u4eba\u306e\u304a\u5ba2\u69d8\u306b\u3064\u3044\u3066\u306f\u8acb\u6c42\u66f8\u6255\u3044\u3092\u304a\u53d7\u3051\u81f4\u3057\u307e\u3059\u3002<\/span><br \/>\n<span style=\"background-color: #ff99cc;\">\u30fb\u500b\u4eba\u306e\u304a\u5ba2\u69d8\u3067\u30af\u30ec\u30b8\u30c3\u30c8\u6255\u3044\u3092\u3054\u5e0c\u671b\u306e\u65b9\u306fPaypal\u3092\u3054\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 414.5px;\">\n<td style=\"height: 414px; width: 121px;\">\u958b\u50ac\u65e5\u7a0b<\/td>\n<td style=\"height: 414px; width: 652px;\">\n<table class=\"left\" style=\"height: 191px;\" width=\"296\">\n<tbody>\n<tr>\n<td style=\"width: 286px;\">2018\u5e7411\u670814\u65e5\uff08\u6c34\uff09A1<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 286px;\">2018\u5e7411\u670828\u65e5\uff08\u6c34\uff09B1<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 286px;\">2018\u5e7411\u670829\u65e5\uff08\u6728\uff09B2<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 286px;\">2018\u5e7412\u670813\u65e5\uff08\u6728\uff09C1<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 286px;\">2018\u5e7412\u670814\u65e5\uff08\u91d1\uff09C2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5404\u65e5\u53d7\u4ed8\uff1a9\u664210\u5206\u301c<br \/>\n\u8b1b\u5ea7\u6642\u9593\uff1a9\u664230\u5206\u301c17\u664230\u5206\uff087\u6642\u9593\uff09<\/p>\n<p>\u958b\u50ac\u5834\u6240\uff1a\u90fd\u5185\u306e\u4f1a\u8b70\u5ba4\u3092\u4e88\u5b9a\u3057\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\n\u7533\u8fbc\u307f\u5f8c\u3001\u3054\u6848\u5185\u3092\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 72px;\">\n<td style=\"height: 72px; width: 121px;\">\u304a\u554f\u5408\u305b<\/td>\n<td style=\"height: 72px; width: 652px;\">\u6559\u80b2\u7814\u4fee\u4e8b\u696d\u90e8<br \/>\n\u682a\u5f0f\u4f1a\u793e\u30b5\u30fc\u30c8\u30d7\u30ed <a class=\"autohyperlink\" title=\"http:\/\/www.certpro.jp\" href=\"http:\/\/www.certpro.jp\" target=\"_blank\" rel=\"noopener\">www.certpro.jp<\/a><br \/>\nTEL\uff1a03-6276-1168 FAX\uff1a03-6276-1169<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"height: 24px; width: 121px;\">\u304a\u7533\u8fbc\u307f<\/td>\n<td style=\"height: 24px; width: 652px;\"><a class=\"autohyperlink\" title=\"http:\/\/course.certpro.jp\/?page_id=63\" href=\"http:\/\/course.certpro.jp\/?page_id=63\" target=\"_blank\" rel=\"noopener\">course.certpro.jp\/?page_id=63<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"wp_social_bookmarking_light\">\u00a0<a href=\"http:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/04\/428e5dcca266517af3a04e825ed03543.png\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-1054\" src=\"http:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/04\/428e5dcca266517af3a04e825ed03543.png\" alt=\"\" width=\"1408\" height=\"534\" srcset=\"https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/04\/428e5dcca266517af3a04e825ed03543.png 1408w, https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/04\/428e5dcca266517af3a04e825ed03543-300x114.png 300w, https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/04\/428e5dcca266517af3a04e825ed03543-768x291.png 768w, https:\/\/course.certpro.jp\/wp-content\/uploads\/2018\/04\/428e5dcca266517af3a04e825ed03543-1024x388.png 1024w\" sizes=\"(max-width: 1408px) 100vw, 1408px\" \/><\/a><\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0 \u30b8\u30e3\u30f3\u30eb \uff29\uff4f\uff34\u30fb\uff2d\uff12\uff2d\u30fb\u7d44\u8fbc\u307f \u8b1b\u5ea7\u540d\u79f0 \uff29\uff4f\uff34\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u4f53\u7cfb\u7684\u306b\u6559\u3048\u308b\u300c\u3059\u3079\u3066\u304c\u308f\u304b\u308b\uff29\uff4f\uff34\u5b9f\u8df5\u8b1b\u5ea7\u300d \u7b2c\uff14\u6b21\u7523\u696d\u9769\u547d\u306b\u5bfe\u5fdc\u3059\u308b\u5373\u6226\u529b\u3092\uff15\u65e5\u9593\u3067\u301cIoT\u5c0e\u5165\u5b9f\u52d9\u8005\u990a\u6210\u5b9f\u8df5\u8b1b\u5ea7 \u53d7\u8b1b\u671f\u9593 \uff15\u65e5\u9593\uff08\uff17\u6642\u9593\uff0f\u65e5\uff0a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"initial","rop_publish_now_accounts":{"twitter_278864343_278864343":""},"rop_publish_now_history":[],"rop_publish_now_status":"pending","swell_btn_cv_data":"","footnotes":""},"categories":[15],"tags":[41,139,140,141,142,143],"class_list":["post-1081","post","type-post","status-publish","format-standard","hentry","category-15","tag-cloud","tag-iot","tag-m2m","tag-ai","tag-142","tag-143"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\uff29\uff4f\uff34\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u4f53\u7cfb\u7684\u306b\u6559\u3048\u308b\u300c\u3059\u3079\u3066\u304c\u308f\u304b\u308b\uff29\uff4f\uff34\u5b9f\u8df5\u8b1b\u5ea7\u300d 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property=\"og:site_name\" content=\"\u30b5\u30fc\u30c8\u30d7\u30ed\u7814\u4fee\u8b1b\u5ea7 \u30ea\u30b9\u30ad\u30ea\u30f3\u30b0 \u30b3\u30fc\u30b9\u691c\u7d22 - \u4eba\u6750\u80b2\u6210\u30fb\u6559\u80b2\u652f\u63f4\u306e\u30b5\u30fc\u30c8\u30d7\u30ed\u306a\u3089\u4ed6\u793e\u3067\u306f\u5b9f\u73fe\u3067\u304d\u306a\u3044\u7814\u4fee\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u305c\u3072\u3001\u304a\u554f\u5408\u305b\u304f\u3060\u3055\u3044\u3002\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u30fb\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u30fb\u751f\u6210AI\u30fbDX\u30fbIoT\u30fb\u4eba\u5de5\u77e5\u80fd\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fbM2M\u30fb\u30c7\u30d0\u30a4\u30b9\u30fb\u7d44\u8fbc\u307f\u30fb\u30d7\u30ed\u30de\u30cd\u30fb\u5fc3\u306e\u5065\u5eb7\u30fb\u8cc7\u683c\u30fb\u691c\u5b9a\u30fbUnity\u30fbiOS\/Android\u30fb\u30c7\u30b8\u30bf\u30eb\u30fb\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\uff29\uff4f\uff34\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u4f53\u7cfb\u7684\u306b\u6559\u3048\u308b\u300c\u3059\u3079\u3066\u304c\u308f\u304b\u308b\uff29\uff4f\uff34\u5b9f\u8df5\u8b1b\u5ea7\u300d\u958b\u50ac\u306e\u304a\u77e5\u3089\u305b\uff1a2018\u5e7411\u6708\u301c12\u6708\u5ea6\" \/>\n\t\t<meta property=\"og:description\" content=\"\uff29\uff4f\uff34\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u4f53\u7cfb\u7684\u306b\u6559\u3048\u308b\u300c\u3059\u3079\u3066\u304c\u308f\u304b\u308b\uff29\uff4f\uff34\u5b9f\u8df5\u8b1b\u5ea7\u300d \u7b2c\uff14\u6b21\u7523\u696d\u9769\u547d\u306b\u5bfe\u5fdc\u3059\u308b\u5373\u6226\u529b\u3092\uff15\u65e5\u9593\u3067\u301cIoT\u5c0e\u5165\u5b9f\u52d9\u8005\u990a\u6210\u5b9f\u8df5\u8b1b\u5ea7\u3092\u958b\u50ac\u81f4\u3057\u307e\u3059\u3002 \u958b\u50ac\u65e5\u7a0b\uff1a 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