{"id":16809,"date":"2021-02-25T11:00:09","date_gmt":"2021-02-25T02:00:09","guid":{"rendered":"https:\/\/qiita.com\/official-columns\/?p=16809"},"modified":"2021-06-09T09:54:44","modified_gmt":"2021-06-09T00:54:44","slug":"202102-tel","status":"publish","type":"post","link":"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/","title":{"rendered":"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078"},"content":{"rendered":"<p><span style=\"color: #999999;\">\u63d0\u4f9b\uff1a\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u682a\u5f0f\u4f1a\u793e<\/span><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-2.png\" alt=\"\" width=\"1200\" height=\"630\" class=\"alignnone size-full wp-image-16834\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-2.png 1200w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-2-300x158.png 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-2-768x403.png 768w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-2-1024x538.png 1024w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p>\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u30fb\u30d5\u30e9\u30c3\u30c8\u30d1\u30cd\u30eb\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\uff08FPD\uff09\u88fd\u9020\u88c5\u7f6e\u30e1\u30fc\u30ab\u30fc\u3068\u3057\u3066\u56fd\u5185\u9996\u4f4d\u306e\u5ea7\u3092\u5360\u3081\u3001\u306a\u304b\u3067\u3082\u30b3\u30fc\u30bf\/\u30c7\u30d9\u30ed\u30c3\u30d1\u88c5\u7f6e\u3067\u306f\u4e16\u754c\u30b7\u30a7\u30a29\u5272\u4ee5\u4e0a\u3092\u8a87\u308b\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\uff08\u4ee5\u4e0b\u3001TEL\uff09\u3002\u540c\u793e\u306e\u672d\u5e4c\u4e8b\u696d\u6240\u306f\u30012020\u5e7411\u6708\u3001\u65b0\u30aa\u30d5\u30a3\u30b9\u3078\u306e\u79fb\u8ee2\u3092\u6a5f\u306b\u3001\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\uff08\u4ee5\u4e0b\u3001D2\u30b9\u30af\u30a8\u30a2\uff09\u300d\u3068\u3057\u3066\u65b0\u305f\u306a\u30b9\u30bf\u30fc\u30c8\u3092\u5207\u3063\u305f\u3002<\/p>\n<p>\u3088\u308a\u5275\u9020\u7684\u306a\u30aa\u30d5\u30a3\u30b9\u7a7a\u9593\u3068\u6700\u65b0\u92ed\u306e\u8a2d\u5099\u3092\u5c0e\u5165\u3057\u3066\u3001\u6700\u5148\u7aef\u6280\u8853\u306e\u958b\u767a\u3092\u304a\u3053\u306a\u3046\u3068\u3068\u3082\u306b\u3001\u5168\u793e\u30ec\u30d9\u30eb\u306e\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08\u4ee5\u4e0b\u3001DX\uff09\u63a8\u9032\u306b\u5fc5\u8981\u306a\u4eba\u6750\u80b2\u6210\u306e\u62e0\u70b9\u306b\u3082\u306a\u308b\u3002D2\u30b9\u30af\u30a8\u30a2\u3067\u306f\u4f55\u304c\u884c\u308f\u308c\u3001\u540c\u793e\u306eDX\u306f\u4f55\u3092\u76ee\u6307\u3059\u306e\u304b\u3002\u30ad\u30fc\u30d1\u30fc\u30bd\u30f3\u306b\u8a71\u3092\u4f3a\u3063\u305f\u3002<\/p>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#i\">\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5275\u9020\u6027\u3092\u523a\u6fc0\u3059\u308b\u3001\u30b0\u30eb\u30fc\u30d7\u5185\u6700\u9ad8\u30ec\u30d9\u30eb\u306e\u5feb\u9069\u30aa\u30d5\u30a3\u30b9<\/a><\/li><li><a href=\"#AI\">AI\u306f\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u306e\u4f55\u3092\u5909\u3048\u308b\u306e\u304b<\/a><\/li><li><a href=\"#i-2\">\u300c\u30c7\u30fc\u30bf\u306e\u6c11\u4e3b\u5316\u300d\u304c\u5909\u3048\u308b\u958b\u767a\u73fe\u5834\u306e\u4ed5\u4e8b\u3002\u4e3b\u5f79\u306f\u5e38\u306b\u30a8\u30f3\u30b8\u30cb\u30a2<\/a><\/li><li><a href=\"#i-3\">\u672d\u5e4c\u3067\u50cd\u304f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u672a\u6765<\/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\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-13337\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image4-1.jpg\" alt=\"\" width=\"296\" height=\"296\"><\/div>\n<div class=\"profileBlock__profiles\">\n<div class=\"profileBlock__name\">\u5b88\u5c4b \u525b\uff08\u3082\u308a\u3084 \u3064\u3088\u3057\uff09<\/div>\n<div class=\"profileBlock__role\" style=\"line-height:normal;font-size:90%;\">\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u682a\u5f0f\u4f1a\u793e<br \/>\u30b3\u30fc\u30dd\u30ec\u30fc\u30c8\u30fb\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u672c\u90e8\u5148\u7aef\u30c7\u30fc\u30bf\u4f01\u753b\u90e8\u90e8\u9577<\/div>\n<div class=\"profileBlock__description\">\u7b51\u6ce2\u5927\u5b66\u6642\u4ee3\u304b\u3089\u4eba\u5de5\u77e5\u80fd\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3092\u7814\u7a76\u30021990\u5e74\u4ee3\u306e\u30d1\u30bd\u30b3\u30f3\u3067\u3001\u9006\u4e0a\u304c\u308a\u52d5\u4f5c\u3092\u81ea\u5df1\u5b66\u7fd2\u3059\u308b\u30ed\u30dc\u30c3\u30c8\u958b\u767a\u306b\u53d6\u308a\u7d44\u3093\u3060\u7d4c\u9a13\u3082\u3042\u308b\u3002\u4fee\u58eb\u8ab2\u7a0b\u3067\u306f\u534a\u5c0e\u4f53\u6280\u8853\u3092\u7814\u7a76\u3002\u540c\u9662\u4fee\u4e86\u5f8c\u3001\u65e5\u672c\u96fb\u6c17\u306b\u5165\u793e\u3002\u4e2d\u592e\u7814\u7a76\u6240\u3067\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u306e\u7814\u7a76\u306b\u5f93\u4e8b\u30022001\u5e74\u306b\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u306b\u8ee2\u8077\u30022005\u5e74\u3001\u5e83\u5cf6\u5927\u5b66\u5927\u5b66\u9662\u535a\u58eb\u8ab2\u7a0b\u4fee\u4e86\u30012008\u5e74\u82f1\u30a6\u30a7\u30fc\u30eb\u30ba\u5927\u5b66\u7d4c\u55b6\u5927\u5b66\u9662\u3067MBA\u3092\u53d6\u5f97\u3002\u73fe\u5728\u306f\u30c7\u30fc\u30bf\u89e3\u6790\u30c1\u30fc\u30e0\u306e\u4f01\u753b\u3092\u62c5\u5f53\u3002<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div class=\"profileBlock\">\n<div class=\"profileBlock__photo\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-13337\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image3.jpg\" alt=\"\" width=\"296\" height=\"296\"><\/div>\n<div class=\"profileBlock__profiles\">\n<div class=\"profileBlock__name\">\u677e\u6ca2 \u8cb4\u4ec1\uff08\u307e\u3064\u3056\u308f \u305f\u304b\u3072\u3068\uff09<\/div>\n<div class=\"profileBlock__role\" style=\"line-height:normal;font-size:90%;\">\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u682a\u5f0f\u4f1a\u793e<br \/>\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30bb\u30f3\u30bf\u30fcAI\u958b\u767a\u90e8\u90e8\u9577<\/div>\n<div class=\"profileBlock__description\">1995\u5e74\u3001\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u672d\u5e4c\u306b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u4e2d\u9014\u5165\u793e\u30022004\u5e74\u307e\u3067\u6b27\u5dde\u306b\u8d74\u4efb\u3002\u73fe\u5730\u6cd5\u4eba\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052\u3084\u6b27\u5dde\u9867\u5ba2\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u5f93\u4e8b\u3002\u5e30\u56fd\u5f8c\u30012010\u5e74\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u306e\u5c0e\u5165\u691c\u8a0e\u3092\u958b\u59cb\u3002\u540c\u6280\u8853\u306e\u9078\u8003\u958b\u767a\u3092\u3057\u3066\u3044\u305f\u30a2\u30e1\u30ea\u30ab\u306e\u73fe\u5730\u6cd5\u4eba\u306b\u7e70\u308a\u8fd4\u3057\u51fa\u5f35\u3057\u3001\u6280\u8853\u304a\u3088\u3073\u958b\u767a\u6e08\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u30c8\u30e9\u30f3\u30b9\u30d5\u30a1\u30fc\u3092\u53d7\u3051\u308b\u3002\u5f53\u521dAI\u62c5\u5f53\u306f\u4e00\u4eba\u3060\u3063\u305f\u304c\u3001\u30b9\u30bf\u30c3\u30d5\u62e1\u5145\u3092\u53d7\u3051\u3066\u3001\u89e3\u6790\u30c4\u30fc\u30eb\u306e\u958b\u767a\u3092\u59cb\u3081\u308b\u3002\u793e\u5185\u306b\u304a\u3051\u308b\u534a\u5c0e\u4f53\u88fd\u9020\u3078\u306eAI\u6280\u8853\u9069\u7528\u306e\u7b2c\u4e00\u4eba\u8005\u3002<\/div>\n<\/div>\n<\/div>\n<h2><span id=\"i\">\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5275\u9020\u6027\u3092\u523a\u6fc0\u3059\u308b\u3001\u30b0\u30eb\u30fc\u30d7\u5185\u6700\u9ad8\u30ec\u30d9\u30eb\u306e\u5feb\u9069\u30aa\u30d5\u30a3\u30b9<\/span><\/h2>\n<p><b>\u2014\u2014\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u8a2d\u7acb\u306e\u76ee\u7684\u3084\u72d9\u3044\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u3082\u3068\u3082\u3068\u5f53\u793e\u306f\u3001\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u3054\u3068\u306b\u958b\u767a\u62e0\u70b9\u304c\u5206\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u305d\u3046\u3057\u305f\u88c5\u7f6e\u3092\u5236\u5fa1\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u90e8\u968a\u306f\u3001\u672d\u5e4c\u4e8b\u696d\u6240\u306b\u96c6\u4e2d\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001AI\u3084IoT\u306a\u3069\u3092\u4f7f\u3063\u3066\u88fd\u54c1\u306b\u4ed8\u52a0\u4fa1\u5024\u3092\u3082\u305f\u3089\u3059\u958b\u767a\u30b0\u30eb\u30fc\u30d7\u3082\u672d\u5e4c\u4e8b\u696d\u6240\u306b\u3042\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u4e21\u8005\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u3055\u3089\u306b\u7dca\u5bc6\u306b\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u56fd\u5185\u5916\u306e\u5404\u62e0\u70b9\u306b\u3042\u308b\u6280\u8853\u3092\u878d\u5408\u3055\u305b\u308b\u5f79\u5272\u3092\u62c5\u3046\u305f\u3081\u306b\u518d\u69cb\u7bc9\u3057\u305f\u306e\u304c\u3001\u300cD2\u30b9\u30af\u30a8\u30a2\u300d\u3067\u3059\u3002<\/p>\n<p>\u5f53\u793e\u306f\u4e2d\u671f\u7d4c\u55b6\u30d3\u30b8\u30e7\u30f3\u306e\u4e2d\u3067\u3001\u300c\u5168\u793e\u54e1\u304c\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u3092\u201c\u3066\u3053\u201d\u306b\u3057\u3066\u4ed8\u52a0\u4fa1\u5024\u5411\u4e0a\u3084\u52b9\u7387\u5316\u7b49\u306e\u4f01\u696d\u4fa1\u5024\u5275\u9020\u6d3b\u52d5\u3092\u6301\u7d9a\u7684\u306b\u63a8\u9032\u3059\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u30ab\u30f3\u30d1\u30cb\u30fc\u300d\u3092\u76ee\u6307\u3059\u300cDX\u30d3\u30b8\u30e7\u30f3\u300d\u3092\u5ba3\u8a00\u3057\u3066\u3044\u307e\u3059\u304c\u3001D2\u30b9\u30af\u30a8\u30a2\u306f\u3053\u306eDX\u63a8\u9032\u4f53\u5236\u306e\u5f37\u5316\u306e\u305f\u3081\u306e\u4eba\u6750\u958b\u767a\u62e0\u70b9\u3068\u3057\u3066\u306e\u6d3b\u52d5\u3082\u62c5\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><b>\u2014\u2014\u672d\u5e4c\u99c5\u304b\u3089\u306f\u5730\u4e0b\u3067\u76f4\u7d50\u3059\u308b\u30d3\u30eb\u3067\u3059\u306d\u3002\u5185\u90e8\u306b\u306f\u72ec\u5275\u7684\u306a\u7a7a\u9593\u3068\u6700\u65b0\u92ed\u306e\u8a2d\u5099\u3092\u5099\u3048\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u304c\u2026\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u3053\u308c\u307e\u3067\u306e\u3088\u3046\u306a\u56fa\u5b9a\u30c7\u30b9\u30af\u3067\u4ed5\u4e8b\u3092\u3059\u308b\u3060\u3051\u306e\u30aa\u30d5\u30a3\u30b9\u3067\u306f\u65b0\u305f\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306f\u751f\u307e\u308c\u307e\u305b\u3093\u30021\u5e74\u304b\u3051\u3066IT\u5148\u9032\u4f01\u696d\u306e\u30aa\u30d5\u30a3\u30b9\u3092\u898b\u5b66\u3057\u3001\u305d\u306e\u30a8\u30c3\u30bb\u30f3\u30b9\u3092\u5438\u53ce\u3057\u3001\u30aa\u30d5\u30a3\u30b9\u30c7\u30b6\u30a4\u30f3\u306b\u3082\u53cd\u6620\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30a8\u30ea\u30a2\u3001\u30ab\u30d5\u30a7\u30a8\u30ea\u30a2\uff08\u30ea\u30d5\u30ec\u30c3\u30b7\u30e5\u30b9\u30da\u30fc\u30b9\uff09\u3001\u96c6\u4e2d\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3001\u30ab\u30b8\u30e5\u30a2\u30eb\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u30b9\u30da\u30fc\u30b9\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u4f1a\u8b70\u30d6\u30fc\u30b9\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u5317\u6d77\u9053\u5e81\u306e\u8d64\u308c\u3093\u304c\u304c\u4e00\u671b\u3067\u304d\u308b\u30e9\u30a6\u30f3\u30b8\u304c\u3042\u308a\u3001\u305d\u3053\u306b\u4eba\u5de5\u829d\u3068\u5927\u304d\u306a\u30af\u30c3\u30b7\u30e7\u30f3\u3092\u7f6e\u3044\u3066\u3001\u5bdd\u8ee2\u304c\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u8c46\u304b\u3089\u633d\u3044\u305f\u7f8e\u5473\u3057\u3044\u30b3\u30fc\u30d2\u30fc\u3092\u7121\u6599\u3067\u98f2\u3081\u308b\u30ab\u30d5\u30a7\u3082\u81ea\u6162\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-2.jpg\" alt=\"\" width=\"1200\" height=\"1002\" class=\"alignnone size-full wp-image-16837\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-2.jpg 1200w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-2-300x251.jpg 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-2-768x641.jpg 768w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-2-1024x855.jpg 1024w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #ff6600;\"><b>\u5b88\u5c4b\uff1a<\/b><\/span>\u79c1\u306fTEL\u306e\u56fd\u5185\u5916\u62e0\u70b9\u307b\u307c\u5168\u3066\u306b\u884c\u3063\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u7d4c\u9a13\u304b\u3089\u3057\u3066\u3082\u672d\u5e4c\u306e\u65b0\u30aa\u30d5\u30a3\u30b9\u304c\u5feb\u9069\u6027\u3067\u306f\u4e00\u756a\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u5f53\u793e\u306f\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u3001FPD\u88fd\u9020\u88c5\u7f6e\u306e\u30e1\u30fc\u30ab\u30fc\u306a\u306e\u3067\u3001\u5de5\u5834\u3084\u958b\u767a\u62e0\u70b9\u306b\u3042\u308b\u30ca\u30ec\u30c3\u30b8\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3002\u5404\u62e0\u70b9\u304b\u3089\u51fa\u5f35\u8005\u304c\u672d\u5e4c\u306b\u3084\u3063\u3066\u304d\u307e\u3059\u304c\u3001\u7a81\u7136\u306e\u51fa\u5f35\u3067\u3082\u3001\u81ea\u5206\u306e\u62e0\u70b9\u306b\u3044\u308b\u3068\u304d\u3068\u540c\u3058\u3088\u3046\u306b\u3059\u3050\u4ed5\u4e8b\u304c\u3067\u304d\u308b\u3088\u3046\u306a\u8a2d\u5099\u3092\u6574\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u306b\u69d8\u3005\u306a\u4eba\u304c\u96c6\u307e\u308a\u3001\u5076\u7136\u306e\u51fa\u4f1a\u3044\u3092\u901a\u3057\u3066\u3001\u65b0\u3057\u3044\u3072\u3089\u3081\u304d\u3092\u5f97\u308b\u3053\u3068\u3082\u5927\u5207\u3067\u3059\u3002\u305d\u3093\u306a\u5076\u767a\u7684\u306a\u51fa\u4f1a\u3044\u3092\u671f\u5f85\u3057\u3066\u3001\u3042\u3048\u30664\u3064\u306e\u30d5\u30ed\u30a2\u3092\u3064\u306a\u3050\u3001\u5185\u968e\u6bb5\u3092\u8a2d\u8a08\u3057\u307e\u3057\u305f\u3002\u30a8\u30ec\u30d9\u30fc\u30bf\u30fc\u3092\u4f7f\u308f\u306a\u304f\u3066\u3082\u4e0a\u4e0b\u306e\u79fb\u52d5\u304c\u3067\u304d\u3001\u968e\u6bb5\u306e\u9014\u4e2d\u3067\u601d\u308f\u306c\u4eba\u3068\u51fa\u304f\u308f\u3059\u3068\u3044\u3046\u52b9\u679c\u3092\u671f\u5f85\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u4eca\u306f\u30b3\u30ed\u30ca\u798d\u3067\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u4eca\u5f8c\u306f\u30aa\u30d5\u30a3\u30b9\u306b\u5916\u90e8\u306e\u4eba\u3082\u62db\u3044\u3066\u30a4\u30d9\u30f3\u30c8\u3092\u958b\u50ac\u3059\u308b\u306a\u3069\u3001\u591a\u5f69\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u307f\u51fa\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image5.jpg\" alt=\"\" width=\"1200\" height=\"815\" class=\"alignnone size-full wp-image-16823\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image5.jpg 1200w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image5-300x204.jpg 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image5-768x522.jpg 768w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image5-1024x695.jpg 1024w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u4e00\u822c\u30aa\u30d5\u30a3\u30b9\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u89b3\u70b9\u304b\u3089\u5916\u90e8\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3078\u306e\u63a5\u7d9a\u306b\u306f\u69d8\u3005\u306a\u5236\u9650\u3092\u304b\u3051\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u306d\u3002\u3057\u304b\u3057\u3001\u65b0\u3057\u3044\u6280\u8853\u3092\u8a66\u3057\u305f\u3044\u3068\u3044\u3046\u3068\u304d\u306b\u306f\u305d\u308c\u304c\u969c\u5bb3\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001D2\u30b9\u30af\u30a8\u30a2\u3067\u306f\u793e\u5185LAN\u3068\u306f\u5b8c\u5168\u306b\u5207\u308a\u96e2\u3057\u3066\u3001\u5916\u90e8\u3068\u81ea\u7531\u306b\u63a5\u7d9a\u3067\u304d\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3082\u3064\u3001\u72ec\u7acb\u3057\u305f\u30a8\u30ea\u30a2\u3092\u4f5c\u308a\u307e\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u3001\u307e\u3060\u793e\u5185\u306b\u5c55\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u3088\u3046\u306a\u3001\u65b0\u3057\u3044\u30c7\u30d0\u30a4\u30b9\u3084\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u65b0\u6a5f\u80fd\u3092\u8a66\u3057\u305f\u308a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001Raspberry Pi\u3067\u958b\u767a\u3057\u305fIoT\u6a5f\u5668\u306a\u3069\u3092\u81ea\u7531\u306b\u5b9f\u9a13\u3067\u304d\u307e\u3059\u3002\u793e\u5185\u306b\u672c\u683c\u5c0e\u5165\u3059\u308b\u524d\u306b\u3001\u30b9\u30d4\u30fc\u30c9\u611f\u3092\u3082\u3063\u3066\u6700\u5148\u7aef\u306e\u6280\u8853\u3092\u8a55\u4fa1\u3067\u304d\u308b\u3068\u3044\u3046\u3001\u81ea\u7531\u3067\u72ec\u7acb\u3057\u305f\u30a8\u30ea\u30a2\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span id=\"AI\">AI\u306f\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u306e\u4f55\u3092\u5909\u3048\u308b\u306e\u304b<\/span><\/h2>\n<p><b>\u2014\u2014D2\u30b9\u30af\u30a8\u30a2\u306f\u3001AI\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u62e0\u70b9\u306b\u3082\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u958b\u767a\u3067\u3053\u3046\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c\u91cd\u8996\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u80cc\u666f\u306b\u306f\u3069\u3093\u306a\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u73fe\u5728\u306e\u534a\u5c0e\u4f53\u88fd\u9020\u3067\u306f\u3001\u539f\u5b50\u30ec\u30d9\u30eb\u3067\u30d7\u30ed\u30bb\u30b9\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3057\u30011\u30ca\u30ce\u30e1\u30fc\u30c8\u30eb\u30ec\u30d9\u30eb\u306e\u7cbe\u5ea6\u3067\u534a\u5c0e\u4f53\u3092\u4f5c\u308a\u4e0a\u3052\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u88c5\u7f6e\u3092\u624b\u52d5\u3067\u3044\u3058\u308a\u306a\u304c\u3089\u3053\u306e\u30ec\u30d9\u30eb\u306e\u7cbe\u5ea6\u3092\u9054\u6210\u3059\u308b\u306e\u306f\u9650\u754c\u304c\u3042\u308a\u3001\u4f55\u3089\u304b\u306e\u5f62\u3067\u5236\u5fa1\u5074\u3001\u3064\u307e\u308a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u529b\u3092\u4f7f\u3063\u3066\u7cbe\u5ea6\u3092\u8ffd\u3044\u8fbc\u307e\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u7a3c\u52d5\u3057\u3066\u3044\u308b\u88c5\u7f6e\u304b\u3089\u6642\u3005\u523b\u3005\u3067\u5410\u304d\u51fa\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u88c5\u7f6e\u5074\u3092\u81ea\u52d5\u7684\u306b\u5fae\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u306f\u3058\u3081\u3066\u6240\u671b\u306e\u7cbe\u5ea6\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u30e2\u30c7\u30eb\u69cb\u7bc9\u306e\u305f\u3081\u306b\u3001AI\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u89e3\u6790\u304c\u4e0d\u53ef\u6b20\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u534a\u5c0e\u4f53\u5de5\u5834\u306b\u306f\u540c\u3058\u4ed5\u69d8\u306e\u88c5\u7f6e\u304c\u4f55\u5341\u53f0\u3068\u8a2d\u7f6e\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u88c5\u7f6e\u306e\u7d44\u307f\u4e0a\u3052\u65b9\u3084\u30d1\u30fc\u30c4\u306e\u72b6\u614b\u3001\u305d\u3053\u306b\u3069\u3046\u3044\u3046\u30d7\u30ed\u30bb\u30b9\u3092\u3069\u308c\u304f\u3089\u3044\u51e6\u7406\u3057\u305f\u304b\u3068\u3044\u3046\u7a3c\u52d5\u5c65\u6b74\u306b\u3088\u3063\u3066\u3001\u88c5\u7f6e\u3054\u3068\u306e\u300c\u6a5f\u5dee\u300d\u304c\u3069\u3046\u3057\u3066\u3082\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8.jpg\" alt=\"\" width=\"1200\" height=\"839\" class=\"alignnone size-full wp-image-16817\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8.jpg 1200w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-300x210.jpg 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-768x537.jpg 768w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-1024x716.jpg 1024w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p>\u305d\u308c\u3092\u6700\u9069\u306a\u72b6\u614b\u3067\u5236\u5fa1\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4e00\u53f0\u3054\u3068\u306b\u89e3\u6790\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u3053\u308c\u306b\u306f\u81a8\u5927\u306a\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u500b\u5225\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3067\u304d\u305f\u3068\u3057\u3066\u3082\u3001\u88c5\u7f6e\u306e\u72b6\u614b\u306f\u7d4c\u6642\u7684\u306b\u5909\u5316\u3059\u308b\u306e\u3067\u3001\u305f\u3048\u305a\u30e2\u30c7\u30eb\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3057\u306a\u304f\u3066\u306f\u306a\u3089\u306a\u3044\u3002\u305d\u308c\u3092\u8003\u3048\u308b\u3068\u3001\u4e00\u53f0\u3054\u3068\u306e\u30e2\u30c7\u30eb\u958b\u767a\u3068\u3044\u3046\u306e\u306f\u7406\u8ad6\u7684\u306b\u306f\u53ef\u80fd\u3060\u304c\u3001\u5b9f\u969b\u306e\u904b\u7528\u306f\u96e3\u3057\u3044\u3053\u3068\u304c\u3053\u308c\u307e\u3067\u306e\u5b9f\u60c5\u3067\u3057\u305f\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u305d\u3053\u306bAI\u3092\u4f7f\u3046\u3053\u3068\u3067\u500b\u4f53\u3054\u3068\u306e\u6a5f\u5dee\u3092\u3042\u308b\u7a0b\u5ea6\u5438\u53ce\u3057\u305f\u3001\u6c4e\u7528\u7684\u306a\u30e2\u30c7\u30eb\u3082\u958b\u767a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u88c5\u7f6e\u3054\u3068\u306e\u6a5f\u5dee\u3092\u4f4e\u6e1b\u3057\u306a\u304c\u3089\u3001\u88c5\u7f6e\u306e\u7a3c\u50cd\u72b6\u614b\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u6545\u969c\u691c\u77e5\u3084\u4e88\u77e5\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u8abf\u6574\u306b\u7e4b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u3053\u308c\u306f\u534a\u5c0e\u4f53\u3092\u4f5c\u308b\u9867\u5ba2\u306e\u7acb\u5834\u304b\u3089\u3044\u3048\u3070\u3001\u88c5\u7f6e\u306e\u751f\u7523\u6027\u3084\u6b69\u7559\u307e\u308a\u304c\u683c\u6bb5\u306b\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u6d3b\u7528\u306f\u6700\u7d42\u7684\u306b\u306f\u3001\u88c5\u7f6e\u304c\u81ea\u3089\u5fc5\u8981\u306a\u77e5\u8b58\u3092\u84c4\u7a4d\u3057\u3066\u5b66\u7fd2\u3057\u306a\u304c\u3089\u3001\u88c5\u7f6e\u304c\u7f6e\u304b\u308c\u3066\u3044\u308b\u74b0\u5883\u3084\u72b6\u614b\u3092\u81ea\u52d5\u7684\u306b\u5224\u65ad\u3057\u3066\u52d5\u304f\u3001\u3044\u308f\u3086\u308b\u88c5\u7f6e\u306e\u81ea\u5f8b\u5316\u304c\u76ee\u6a19\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><b>\u2014\u2014\u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u3092\u958b\u767a\u3057\u3001\u305d\u306e\u88c5\u7f6e\u3092\u4f7f\u3063\u3066\u534a\u5c0e\u4f53\u3092\u88fd\u9020\u3059\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u3092\u3001AI\u30e2\u30c7\u30eb\u304c\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u4e21\u8005\u306e\u95a2\u4fc2\u306f\u3088\u308a\u5bc6\u63a5\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u306d\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u3059\u3067\u306b\u3001\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u306e\u62e0\u70b9\u3068\u9867\u5ba2\u306e\u5de5\u5834\u3092\u30ea\u30e2\u30fc\u30c8\u3067\u7e6b\u3044\u3067\u3001\u88c5\u7f6e\u304c\u51fa\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u9060\u9694\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u308b\u300cTELeMetricsTM\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u9867\u5ba2\u306b\u3082\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u30dd\u30ea\u30b7\u30fc\u304c\u3042\u308b\u306e\u3067\u3001\u3059\u3079\u3066\u306e\u9867\u5ba2\u3068\u305d\u3046\u3057\u305f\u4f53\u5236\u304c\u7d44\u3081\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002<\/p>\n<p>\u305d\u3053\u3067\u79c1\u305f\u3061\u306f\u3001\u88c5\u7f6e\u306e\u751f\u7523\u73fe\u5834\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3084\u89e3\u6790\u306e\u80fd\u529b\u3092\u9ad8\u3081\u308b\u5fc5\u8981\u6027\u3092\u611f\u3058\u3001\u307e\u305a\u306fTEL\u306e\u5404\u62e0\u70b9\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5bfe\u3057\u3066\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u306b\u5408\u308f\u305b\u3066\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u3092\u6271\u3048\u3066\u30e2\u30c7\u30ea\u30f3\u30b0\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306f\u30b0\u30ed\u30fc\u30d0\u30eb\u898f\u6a21\u3067\u5b9f\u65bd\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u304c\u3001\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u5e95\u4e0a\u3052\u3059\u308b\u3053\u3068\u3067\u3001\u672d\u5e4c\u306b\u3042\u308b\u30c7\u30fc\u30bf\u89e3\u6790\u30c1\u30fc\u30e0\u306e\u8ca0\u62c5\u3082\u6e1b\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u305d\u306e\u4f59\u529b\u3092\u6d3b\u304b\u3057\u3066\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span id=\"i-2\">\u300c\u30c7\u30fc\u30bf\u306e\u6c11\u4e3b\u5316\u300d\u304c\u5909\u3048\u308b\u958b\u767a\u73fe\u5834\u306e\u4ed5\u4e8b\u3002\u4e3b\u5f79\u306f\u5e38\u306b\u30a8\u30f3\u30b8\u30cb\u30a2<\/span><\/h2>\n<p><b>\u2014\u2014\u73fe\u5834\u306e\u6280\u8853\u8005\u304c\u73fe\u5834\u3067\u89e3\u6790\u3059\u308b\u3001\u3044\u308f\u3086\u308b\u300c\u30c7\u30fc\u30bf\u306e\u6c11\u4e3b\u5316\u300d\u304c\u9032\u3093\u3067\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #ff6600;\"><b>\u5b88\u5c4b\uff1a<\/b><\/span>\u3053\u308c\u306f\u3001\u88c5\u7f6e\u958b\u767a\u73fe\u5834\u306e\u4ed5\u4e8b\u306e\u30b9\u30bf\u30a4\u30eb\u3092\u5927\u304d\u304f\u5909\u3048\u308b\u3053\u3068\u306b\u3082\u7e6b\u304c\u3063\u3066\u3044\u304d\u307e\u3059\u3002\u79c1\u3082\u4ee5\u524d\u3001\u5c71\u68a8\u770c\u306b\u3042\u308b\u5f53\u793e\u5de5\u5834\u306b\u52e4\u52d9\u3057\u3066\u3044\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u672d\u5e4c\u306e\u30e1\u30f3\u30d0\u30fc\u306e\u5354\u529b\u3092\u5f97\u306a\u304c\u3089\u3001AI\u3092\u6d3b\u7528\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image7-1.jpg\" alt=\"\" width=\"1000\" height=\"667\" class=\"alignnone size-full wp-image-16816\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image7-1.jpg 1000w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image7-1-300x200.jpg 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image7-1-768x512.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30bb\u30b9\u958b\u767a\u306e\u6761\u4ef6\u51fa\u3057\u3072\u3068\u3064\u3068\u3063\u3066\u3082\u3001\u5148\u306bAI\u3092\u4f7f\u3063\u3066\u6761\u4ef6\u51fa\u3057\u3092\u3057\u3066\u3001\u305d\u306e\u7d50\u679c\u304b\u3089\u6761\u4ef6\u3092\u7d5e\u308a\u8fbc\u3080\u3053\u3068\u3067\u3001\u3053\u308c\u307e\u30671\u30ab\u6708\u304b\u304b\u3063\u3066\u3044\u305f\u4f5c\u696d\u3092\u6570\u65e5\u3067\u7d42\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n<p>\u3072\u3068\u3064\u3001AI\u306b\u3088\u308b\u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u306e\u4f8b\u3092\u6319\u3052\u307e\u3059\u3002\u30d7\u30e9\u30ba\u30de\u539f\u5b50\u5c64\u5806\u7a4d\u6cd5\u306b\u304a\u3051\u308b\u819c\u5fdc\u529b\u8abf\u6574\u3068\u3044\u3046\u30c6\u30fc\u30de\u3067\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4f55\u5ea6\u5b9f\u9a13\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3082\u3001\u306a\u304b\u306a\u304b\u76ee\u6a19\u306e\u819c\u30b9\u30c8\u30ec\u30b9\u3092\u9054\u6210\u3067\u304d\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u5b9f\u9a13\u30c7\u30fc\u30bf\u3092\u542b\u3080\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092AI\u306b\u6a5f\u68b0\u5b66\u7fd2\u3055\u305b\u308b\u3068\u3001\u5bb9\u6613\u306b\u76ee\u6a19\u306e\u30b9\u30c8\u30ec\u30b9\u5024\u3092\u9054\u6210\u3067\u304d\u305f\u3068\u3044\u3046\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image11-1.jpg\" alt=\"\" width=\"800\" height=\"457\" class=\"alignnone size-full wp-image-16819\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image11-1.jpg 800w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image11-1-300x171.jpg 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image11-1-768x439.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>\u305d\u306e\u77ac\u9593\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u300cAI\u306b\u8ca0\u3051\u305f\u300d\u3068\u601d\u3063\u305f\u308f\u3051\u3067\u3059\u304c\u3001\u3059\u3050\u306b\u767a\u60f3\u3092\u5207\u308a\u66ff\u3048\u3001AI\u3092\u6b66\u5668\u3068\u3057\u3066\u4f7f\u3048\u3070\u3001\u3088\u308a\u8cea\u306e\u9ad8\u3044\u4ed5\u4e8b\u304c\u3067\u304d\u308b\u3068\u8003\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002AI\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u306a\u305c\u81ea\u5206\u306b\u306f\u305d\u308c\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u304b\u3001\u65b0\u3057\u3044\u6c17\u3065\u304d\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u3053\u3053\u3067\u306eAI\u306f\u3001\u4eba\u9593\u306b\u30b5\u30b8\u30a7\u30c3\u30b7\u30e7\u30f3\u3092\u3057\u3066\u3044\u308b\u306e\u306b\u3059\u304e\u306a\u3044\u3002\u4e3b\u5f79\u306fAI\u3067\u306f\u306a\u304f\u3001\u3042\u304f\u307e\u3067\u3082\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3059\u3002AI\u304c\u63d0\u6848\u3057\u3066\u3044\u308b\u304b\u3089\u3068\u3044\u3046\u3060\u3051\u3067\u306f\u63a1\u7528\u306e\u7406\u7531\u306b\u306f\u306a\u3089\u306a\u3044\u3057\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30b9\u30ad\u30eb\u3092\u9ad8\u3081\u3066\u3044\u308c\u3070\u3053\u305d\u3001\u306f\u3058\u3081\u3066AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<p><b>\u2014\u2014\u30c7\u30fc\u30bf\u89e3\u6790\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4ed5\u4e8b\u306e\u3084\u308a\u65b9\u304c\u5287\u7684\u306b\u5909\u308f\u308b\u3068\u3044\u3046\u306e\u306f\u3001\u307e\u3055\u306bDX\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u306d\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #ff6600;\"><b>\u5b88\u5c4b\uff1a<\/b><\/span>DX\u306e\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u5b9f\u306f\u4f5c\u696d\u52b9\u7387\u304c\u4f55\uff05\u4e0a\u304c\u308b\u304b\u3067\u306f\u306a\u3044\u306e\u3067\u3059\u3002\u52b9\u7387\u304c\u4e0a\u304c\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u3053\u308c\u307e\u3067\u3067\u304d\u306a\u304b\u3063\u305f\u65b0\u3057\u3044\u7814\u7a76\u304c\u3001\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u304c\u91cd\u8981\u306a\u306e\u3067\u3059\u3002\u5b9f\u969b\u3001DX\u3092\u9032\u3081\u308b\u306a\u304b\u3067\u3001\u73fe\u5834\u304b\u3089\u65b0\u3057\u3044\u30d7\u30ed\u30bb\u30b9\u6761\u4ef6\u3001\u65b0\u3057\u3044\u5b9f\u9a13\u30c6\u30fc\u30de\u3001\u65b0\u3057\u3044\u6750\u6599\u3092\u63d0\u6848\u3059\u308b\u983b\u5ea6\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30bb\u30b9\u6761\u4ef6\u3068\u6750\u6599\u3092\u5171\u306b\u6700\u9069\u5316\u3059\u308b\u65b9\u6cd5\u3068\u3057\u3066\u3001\u30de\u30c6\u30ea\u30a2\u30eb\u30ba\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\u3068\u3044\u3046\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u5b66\u8853\u8ad6\u6587\u3084\u6750\u6599\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u305d\u3057\u3066\u5b9f\u9a13\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u306a\u304c\u3089\u3001\u534a\u5c0e\u4f53\u306e\u65b0\u898f\u6750\u6599\u3001\u4f8b\u3048\u3070\u91d1\u5c5e\u9178\u5316\u7269\u3092\u6210\u819c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u6709\u7528\u306a\u5143\u7d20\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u63a2\u7d22\u3059\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u6750\u6599\u306f\u7121\u9650\u306b\u3042\u308a\u307e\u3059\u304b\u3089\u3001\u305d\u308c\u3092\u5168\u90e8\u4eba\u529b\u3067\u8a66\u3057\u3066\u3044\u305f\u306e\u3067\u306f\u9014\u65b9\u3082\u306a\u3044\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u8907\u6570\u306e\u6750\u6599\u5019\u88dc\u306b\u4f55\u3092\u9078\u3076\u304b\u3001\u305d\u308c\u305e\u308c\u4f55\uff05\u305a\u3064\u6df7\u305c\u308b\u306e\u304b\u3001\u305d\u308c\u3092AI\u306b\u6700\u9069\u5316\u3055\u305b\u3001\u305d\u306e\u7d50\u679c\u3092\u63d0\u6848\u3055\u305b\u308b\u306e\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image9.jpg\" alt=\"\" width=\"800\" height=\"463\" class=\"alignnone size-full wp-image-16818\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image9.jpg 800w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image9-300x174.jpg 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image9-768x444.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>\u30de\u30c6\u30ea\u30a2\u30eb\u30ba\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\u306b\u7acb\u811a\u3057\u305f\u6750\u6599\u306e\u958b\u62d3\u3067\u306f\u3001\u5c06\u6765\u7684\u306b\u306f\u91cf\u5b50\u5316\u5b66\u8a08\u7b97\u306e\u305f\u3081\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u6d3b\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u5f53\u793e\u3067\u3082\u3001\u305d\u306e\u305f\u3081\u306b\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3082\u691c\u8a0e\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u5148\u7aef\u7684\u306a\u7814\u7a76\u306b\u304a\u3044\u3066\u3082\u4e3b\u5f79\u306b\u306a\u308b\u306e\u304c\u672d\u5e4c\u306eD2\u30b9\u30af\u30a8\u30a2\u306a\u306e\u3067\u3059\u3002<\/p>\n<h2><span id=\"i-3\">\u672d\u5e4c\u3067\u50cd\u304f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u672a\u6765<\/span><\/h2>\n<p><b>\u2014\u2014DX\u3092\u63a8\u9032\u3059\u308b\u305f\u3081\u306e\u4eba\u6750\u3067\u3059\u304c\u3001\u3069\u3046\u3084\u3063\u3066\u80b2\u3066\u307e\u3059\u304b\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>D2\u30b9\u30af\u30a8\u30a2\u306e\u30e1\u30f3\u30d0\u30fc\u306f\u3001\u73fe\u5834\u3067\u3059\u3050\u306b\u89e3\u6c7a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u3068\u540c\u6642\u306b\u3001\u5c06\u6765\u5fc5\u8981\u306b\u306a\u308b\u30c6\u30fc\u30de\u306b\u3082\u6311\u6226\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u77e5\u898b\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u56fd\u5185\u5916\u306e\u5927\u5b66\u7814\u7a76\u5ba4\u3001AI\u6280\u8853\u306e\u6700\u5148\u7aef\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306a\u3069\u3068\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002\u4e16\u754c\u3067\u4e00\u756a\u9032\u3093\u3067\u3044\u308b\u6280\u8853\u3092\u4f53\u9a13\u3057\u306a\u304c\u3089\u3001\u6280\u8853\u958b\u767a\u3092\u9032\u3081\u308b\u3002\u3053\u308c\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u305d\u3046\u3057\u305f\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3092\u6301\u3063\u305f\u4eba\u6750\u3092\u5897\u3084\u3057\u3066\u3044\u3053\u3046\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #ff6600;\"><b>\u5b88\u5c4b\uff1a<\/b><\/span>\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u30b0\u30eb\u30fc\u30d7\u306e\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u90e8\u9580\u304c\u3001\u305f\u3048\u305a\u4e16\u754c\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u30b5\u30fc\u30d9\u30a4\u3057\u3066\u3001\u63d0\u643a\u5148\u3092\u63a2\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u306b\u306fAI\u3067\u5148\u7aef\u3092\u884c\u304f\u30a4\u30b9\u30e9\u30a8\u30eb\u3084\u30ed\u30b7\u30a2\u306a\u3069\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u3082\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u4eba\u6750\u63a1\u7528\u3068\u3044\u3046\u9762\u3067\u4eca\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u3055\u3089\u306b\u305d\u306e\u6280\u8853\u3092\u81ea\u793e\u304a\u3088\u3073\u9867\u5ba2\u306e\u4f01\u696d\u4fa1\u5024\u5411\u4e0a\u306b\u7e4b\u3052\u308b\u3053\u3068\u306e\u3067\u304d\u308b\u30d3\u30b8\u30cd\u30b9\u306e\u4f01\u753b\u62c5\u5f53\u8005\u3067\u3059\u3002\u5e78\u3044\u306b\u3082\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306a\u3069\u306f\u3001\u4ee5\u524d\u306b\u6bd4\u3079\u3066\u8077\u7a2e\u306e\u8a8d\u77e5\u5ea6\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u4eba\u6750\u52df\u96c6\u3067\u306f\u660e\u793a\u7684\u306b\u8077\u7a2e\u540d\u3092\u793a\u3059\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-1.jpg\" alt=\"\" width=\"800\" height=\"451\" class=\"alignnone size-full wp-image-16820\" srcset=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-1.jpg 800w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-1-300x169.jpg 300w, https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image12-1-768x433.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>\u305f\u3060\u3001\u305d\u306e\u8981\u4ef6\u3068\u3057\u3066\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u52a0\u3048\u3001\u534a\u5c0e\u4f53\u3084\u88fd\u9020\u88c5\u7f6e\u306e\u77e5\u898b\u3092\u6301\u3064\u7d4c\u9a13\u8005\u306f\u5c11\u306a\u3044\u306e\u3067\u3001\u73fe\u5728\u306f\u534a\u5c0e\u4f53\u7d4c\u9a13\u306b\u306f\u3053\u3060\u308f\u3089\u305a\u3001\u7570\u696d\u754c\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3057\u3066\u4ed5\u4e8b\u3092\u3057\u3066\u304d\u305f\u4eba\u3092\u4e2d\u5fc3\u306b\u63a1\u7528\u6d3b\u52d5\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u8a00\u3063\u3066\u3082\u9818\u57df\u306f\u5e83\u3044\u306e\u3067\u3059\u304c\u3001\u4f55\u304b\u3072\u3068\u3064\u3067\u3082\u5c02\u9580\u9818\u57df\u3067\u5f37\u307f\u306e\u3042\u308b\u4eba\u304c\u3044\u305f\u3089\u3001\u305c\u3072\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u534a\u5c0e\u4f53\u306e\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u306f\u5165\u793e\u5f8c\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6a5f\u4f1a\u304c\u6e96\u5099\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u3053\u306f\u5b89\u5fc3\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u3053\u308c\u307e\u3067\u96fb\u6a5f\u3001\u81ea\u52d5\u8eca\u3001\u77f3\u6cb9\u306a\u3069\u3042\u3089\u3086\u308b\u5206\u91ce\u304b\u3089\u3001\u3055\u307e\u3056\u307e\u306a\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3092\u3082\u3063\u305f\u4eba\u304c\u96c6\u307e\u3063\u3066\u6765\u3066\u3044\u3066\u3001\u3053\u308c\u306f\u793e\u5185\u306e\u30c0\u30a4\u30d0\u30fc\u30b7\u30c6\u30a3\uff08\u4eba\u6750\u591a\u69d8\u6027\uff09\u3092\u4fdd\u3064\u3068\u3044\u3046\u9762\u3067\u3082\u30d7\u30e9\u30b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><b>\u2014\u2014\u3042\u3048\u3066\u7570\u696d\u754c\u306e\u4eba\u3092\u3001TEL\u306b\u3001\u305d\u3057\u3066\u672d\u5e4c\u306b\u60f9\u304d\u3064\u3051\u308b\u9b45\u529b\u306f\u4f55\u3060\u3068\u304a\u8003\u3048\u3067\u3059\u304b\u3002<\/b><\/p>\n<p style=\"margin:1em 0;\"><span style=\"color: #197FE6;\"><b>\u677e\u6ca2\uff1a<\/b><\/span>\u4e16\u754c\u306e\u534a\u5c0e\u4f53\u7523\u696d\u306f\u30b3\u30ed\u30ca\u798d\u306e\u5f71\u97ff\u3092\u307b\u3068\u3093\u3069\u53d7\u3051\u305a\u3001\u3055\u3089\u306b\u3053\u306e\u5148\u3082\u4f38\u3073\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u696d\u754c\u7684\u306a\u9b45\u529b\u304c\u3042\u308b\u306e\u3068\u540c\u6642\u306b\u3001D2\u30b9\u30af\u30a8\u30a2\u306e\u672d\u5e4c\u3068\u3044\u3046\u7acb\u5730\u3082\u9b45\u529b\u306e\u3072\u3068\u3064\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u672d\u5e4c\u306f\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u306b\u4f4f\u307f\u3088\u3044\u8857\u3092\u805e\u3044\u305f2020\u5e74\u306e\u3042\u308b\u8abf\u67fb\u3067\u306f\u3001\u5317\u6d77\u9053\u30fb\u6771\u5317\u30a8\u30ea\u30a2\u30671\u4f4d\u306b\u3064\u3051\u3066\u3044\u307e\u3059\u3002\u79c1\u306f\u672d\u5e4c\u751f\u6d3b\u304c\u9577\u3044\u306e\u3067\u3059\u304c\u3001\u90fd\u5e02\u6a5f\u80fd\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u5468\u56f2\u306b\u306f\u8c4a\u304b\u306a\u81ea\u7136\u304c\u3042\u308a\u3001\u65b0\u9bae\u3067\u7f8e\u5473\u3057\u3044\u98df\u6750\u3082\u542b\u3081\u3066\u3001\u3053\u306e\u8857\u306e\u9b45\u529b\u306f\u8a9e\u308a\u5c3d\u304f\u305b\u307e\u305b\u3093\u3002<\/p>\n<p>\u305f\u3060\u3001\u3053\u308c\u307e\u3067\u672d\u5e4c\u306b\u88fd\u9020\u696d\u306e\u7814\u7a76\u958b\u767a\u62e0\u70b9\u304c\u5c11\u306a\u304b\u3063\u305f\u306e\u304c\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u3046\u3048\u3067\u306f\u5f31\u70b9\u306e\u3072\u3068\u3064\u3067\u3057\u305f\u3002\u4eca\u56de\u306eD2\u30b9\u30af\u30a8\u30a2\u3001TEL\u306e\u958b\u767a\u62e0\u70b9\u306e\u672d\u5e4c\u3067\u306e\u62e1\u5145\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u65b0\u305f\u306a\u9b45\u529b\u3092\u8a34\u6c42\u3067\u304d\u308b\u3082\u306e\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p style=\"text-align: center;\"><a class=\"q_button sz_l bt_green\" href=\"https:\/\/www.tel.co.jp\/careers\/career\/hq\/?ui_medium=social&#038;ui_source=linkedin&#038;ui_campaign=present20210609&#038;ui_term=data_scientist\" target=\"_blank\" onclick=\"gtag('event', 'Click', {'event_category': '202102-tel','event_label': 'lp'});\" rel=\"noopener noreferrer\"><strong>\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u306e\u6c42\u4ebaHP\u3092\u898b\u308b<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u63d0\u4f9b\uff1a\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u682a\u5f0f\u4f1a\u793e \u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u30fb\u30d5\u30e9\u30c3\u30c8\u30d1\u30cd\u30eb\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\uff08FPD\uff09\u88fd\u9020\u88c5\u7f6e\u30e1\u30fc\u30ab\u30fc\u3068\u3057\u3066\u56fd\u5185\u9996\u4f4d\u306e\u5ea7\u3092\u5360\u3081\u3001\u306a\u304b\u3067\u3082\u30b3\u30fc\u30bf\/\u30c7\u30d9\u30ed\u30c3\u30d1\u88c5\u7f6e\u3067\u306f\u4e16\u754c\u30b7\u30a7\u30a29\u5272\u4ee5\u4e0a\u3092\u8a87\u308b\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\uff08\u4ee5\u4e0b\u3001TEL\uff09\u3002\u540c [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":16839,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[122,43],"tags":[141,124,142],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078 - Qiita Zine<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078 - Qiita Zine\" \/>\n<meta property=\"og:description\" content=\"\u63d0\u4f9b\uff1a\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u682a\u5f0f\u4f1a\u793e \u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u30fb\u30d5\u30e9\u30c3\u30c8\u30d1\u30cd\u30eb\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\uff08FPD\uff09\u88fd\u9020\u88c5\u7f6e\u30e1\u30fc\u30ab\u30fc\u3068\u3057\u3066\u56fd\u5185\u9996\u4f4d\u306e\u5ea7\u3092\u5360\u3081\u3001\u306a\u304b\u3067\u3082\u30b3\u30fc\u30bf\/\u30c7\u30d9\u30ed\u30c3\u30d1\u88c5\u7f6e\u3067\u306f\u4e16\u754c\u30b7\u30a7\u30a29\u5272\u4ee5\u4e0a\u3092\u8a87\u308b\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\uff08\u4ee5\u4e0b\u3001TEL\uff09\u3002\u540c [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/\" \/>\n<meta property=\"og:site_name\" content=\"Qiita Zine\" \/>\n<meta property=\"article:published_time\" content=\"2021-02-25T02:00:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-06-09T00:54:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-3.png\" \/>\n\t<meta property=\"og:image:width\" content=\"400\" \/>\n\t<meta property=\"og:image:height\" content=\"210\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"atobe\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"atobe\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/\",\"url\":\"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/\",\"name\":\"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078 - Qiita Zine\",\"isPartOf\":{\"@id\":\"https:\/\/qiita.com\/official-columns\/#website\"},\"datePublished\":\"2021-02-25T02:00:09+00:00\",\"dateModified\":\"2021-06-09T00:54:44+00:00\",\"author\":{\"@id\":\"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\/\/qiita.com\/official-columns\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/qiita.com\/official-columns\/#website\",\"url\":\"https:\/\/qiita.com\/official-columns\/\",\"name\":\"Qiita Zine\",\"description\":\"Dear Great Hackers\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/qiita.com\/official-columns\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726\",\"name\":\"atobe\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g\",\"caption\":\"atobe\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078 - Qiita Zine","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/","og_locale":"ja_JP","og_type":"article","og_title":"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078 - Qiita Zine","og_description":"\u63d0\u4f9b\uff1a\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u682a\u5f0f\u4f1a\u793e \u534a\u5c0e\u4f53\u88fd\u9020\u88c5\u7f6e\u30fb\u30d5\u30e9\u30c3\u30c8\u30d1\u30cd\u30eb\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\uff08FPD\uff09\u88fd\u9020\u88c5\u7f6e\u30e1\u30fc\u30ab\u30fc\u3068\u3057\u3066\u56fd\u5185\u9996\u4f4d\u306e\u5ea7\u3092\u5360\u3081\u3001\u306a\u304b\u3067\u3082\u30b3\u30fc\u30bf\/\u30c7\u30d9\u30ed\u30c3\u30d1\u88c5\u7f6e\u3067\u306f\u4e16\u754c\u30b7\u30a7\u30a29\u5272\u4ee5\u4e0a\u3092\u8a87\u308b\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\uff08\u4ee5\u4e0b\u3001TEL\uff09\u3002\u540c [&hellip;]","og_url":"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/","og_site_name":"Qiita Zine","article_published_time":"2021-02-25T02:00:09+00:00","article_modified_time":"2021-06-09T00:54:44+00:00","og_image":[{"width":400,"height":210,"url":"https:\/\/www.qiita.com\/official-columns\/wp-content\/uploads\/2021\/02\/image8-3.png","type":"image\/png"}],"author":"atobe","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"atobe"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/","url":"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/","name":"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078 - Qiita Zine","isPartOf":{"@id":"https:\/\/qiita.com\/official-columns\/#website"},"datePublished":"2021-02-25T02:00:09+00:00","dateModified":"2021-06-09T00:54:44+00:00","author":{"@id":"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726"},"breadcrumb":{"@id":"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.qiita.com\/official-columns\/interview\/202102-tel\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/qiita.com\/official-columns\/"},{"@type":"ListItem","position":2,"name":"\u6771\u4eac\u30a8\u30ec\u30af\u30c8\u30ed\u30f3\u304cAI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u62e0\u70b9\u300cTEL \u30c7\u30b8\u30bf\u30eb \u30c7\u30b6\u30a4\u30f3 \u30b9\u30af\u30a8\u30a2\u300d\u3092\u672d\u5e4c\u306b\u8a2d\u7acb\u3001DX\u63a8\u9032\u3078"}]},{"@type":"WebSite","@id":"https:\/\/qiita.com\/official-columns\/#website","url":"https:\/\/qiita.com\/official-columns\/","name":"Qiita Zine","description":"Dear Great Hackers","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/qiita.com\/official-columns\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726","name":"atobe","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g","caption":"atobe"}}]}},"_links":{"self":[{"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/posts\/16809"}],"collection":[{"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/comments?post=16809"}],"version-history":[{"count":24,"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/posts\/16809\/revisions"}],"predecessor-version":[{"id":18233,"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/posts\/16809\/revisions\/18233"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/media\/16839"}],"wp:attachment":[{"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/media?parent=16809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/categories?post=16809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.qiita.com\/official-columns\/wp-json\/wp\/v2\/tags?post=16809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}