{"id":29,"date":"2021-08-19T17:38:00","date_gmt":"2021-08-19T08:38:00","guid":{"rendered":"https:\/\/archive.de.uec.ac.jp\/zero\/?page_id=29"},"modified":"2024-12-10T15:44:31","modified_gmt":"2024-12-10T06:44:31","slug":"top","status":"publish","type":"page","link":"https:\/\/archive.de.uec.ac.jp\/zero\/","title":{"rendered":"\u30c8\u30c3\u30d7\u30da\u30fc\u30b8"},"content":{"rendered":"<div class=\"news_title clear\">\n<div class=\"title_01\">\u65b0\u7740\u60c5\u5831<\/div>\n<div class=\"blog_list\"><a href=\"https:\/\/archive.de.uec.ac.jp\/zero\/blog\/\">\u4e00\u89a7\u3092\u898b\u308b<\/a><\/div>\n<\/div>\n<div class=\"news_box\"><div class='whatsnew'>\r\n\t\r\n\t<hr\/>\r\n\t\t<dl>\r\n\t\t<a href=\"https:\/\/archive.de.uec.ac.jp\/zero\/2024\/09\/09\/3155\/\">\r\n\t\t<dt>\r\n\t\t\t2024\u5e749\u67089\u65e5\t\t<\/dt>\r\n\t\t<dd>\r\n\t\t\t\t\t\t<span class='newmark'>NEW!<\/span>\r\n\t\t\t\t\t\t\u9078\u629e\u8b1b\u7fa9\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3088\u308b\u30e2\u30c3\u30af\uff08MVP\uff09\u4f5c\u6210\u3092\u958b\u8b1b\t\t<\/dd>\r\n\t\t<\/a>\r\n\t<\/dl>\r\n\t<hr\/>\r\n\t\t<dl>\r\n\t\t<a href=\"https:\/\/archive.de.uec.ac.jp\/zero\/2024\/08\/01\/3151\/\">\r\n\t\t<dt>\r\n\t\t\t2024\u5e748\u67081\u65e5\t\t<\/dt>\r\n\t\t<dd>\r\n\t\t\t\t\t\t\u9078\u629e\u8b1b\u7fa9\uff1a\u30c7\u30b6\u30a4\u30f3\u601d\u8003\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09\u3092\u958b\u8b1b\t\t<\/dd>\r\n\t\t<\/a>\r\n\t<\/dl>\r\n\t<hr\/>\r\n\t\t<dl>\r\n\t\t<a href=\"https:\/\/archive.de.uec.ac.jp\/zero\/2024\/07\/17\/3140\/\">\r\n\t\t<dt>\r\n\t\t\t2024\u5e747\u670817\u65e5\t\t<\/dt>\r\n\t\t<dd>\r\n\t\t\t\t\t\t\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u512a\u9047\u5236\u5ea6\u306e\u3054\u6848\u5185\uff08\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\t\t<\/dd>\r\n\t\t<\/a>\r\n\t<\/dl>\r\n\t<hr\/>\r\n\t<\/div>\r\n<\/div>\n<h2>\u6982\u8981<\/h2>\n<p>\u96fb\u6c17\u901a\u4fe1\u5927\u5b66\u3067\u306f2015\u5e74\u3068\u3044\u3046\u65e9\u3044\u6642\u671f\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u8b1b\u5ea7\u300c\u30c7\u30fc\u30bf\u30a2\u30f3\u30c8\u30ec\u30d7\u30ec\u30ca\u30fc\u30d5\u30a7\u30ed\u30fc\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u3092\u958b\u8b1b\u3057\u3066\u307e\u3059\u3002\u305d\u306e\u6210\u679c\u3092\u3088\u308a\u5e83\u304f\u6d3b\u7528\u3044\u305f\u3060\u304f\u305f\u3081\u306b\u30012021\u5e74\u5ea6\u3088\u308a\u793e\u4f1a\u4eba\u5411\u3051\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff65\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u8b1b\u5ea7\u300c\u30bc\u30ed\u304b\u3089\u59cb\u3081\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8b1b\u5ea7\u300d\u3092\u958b\u8b1b\u3001\u7fcc\u5e742022\u5ea6\u304b\u3089\u306f\u3001\u57fa\u790e\u3092\u3057\u3063\u304b\u308a\u3068\u8eab\u306b\u3064\u3051\u305f\u3044\u3068\u3044\u3046\u65b9\u306e\u305f\u3081<a href=\"#dskiso\">\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\u8b1b\u5ea7\u300d<\/a>\uff083\u30f6\u6708\u9593\uff09\u3001\u624b\u3092\u52d5\u304b\u3057\u3001\u5b9f\u8df5\u7684\u306a\u6f14\u7fd2\u3092\u3053\u306a\u3059\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3092\u8eab\u306b\u3064\u3051\u308b<a href=\"#hitoridachi\">\u300c\u72ec\u308a\u7acb\u3061\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8b1b\u5ea7\u300d<\/a>\uff086\u30f6\u6708\u9593\uff09 \u3092\u958b\u8b1b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u300e\u5b9f\u5b66\u3092\u5b66\u3073\u4e16\u306e\u4e2d\u3092\u5909\u3048\u308b\u300f\u3068\u3044\u3046\u7406\u5ff5\u306e\u3082\u3068\u3001\u3053\u308c\u304b\u3089\u306e\u6642\u4ee3\u306b\u5f79\u7acb\u3064\u771f\u306e\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u793e\u4f1a\u4eba\u5bfe\u8c61\u306e\u8b1b\u5ea7\u3067\u3059\u3002<\/p>\n<h3>\u673a\u4e0a\u306e\u7a7a\u8ad6\u3088\u308a\u3082\u5b9f\u8df5\u7684\u306a\u6f14\u7fd2\u3092\u884c\u3044\u307e\u3059\u3002<\/h3>\n<p>\u5fc5\u9808\u306e\u30b9\u30ad\u30eb\u3092\u3057\u3063\u304b\u308a\u8eab\u306b\u3064\u3051\u308b3\u30f6\u6708\u9593\u306e\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\u8b1b\u5ea7\u300d\u3001\u624b\u3092\u52d5\u304b\u3057\u3001\u5b9f\u8df5\u7684\u306a\u6f14\u7fd2\u3092\u3053\u306a\u3059\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3092\u8eab\u306b\u3064\u3051\u308b\u534a\u5e74\u9593\u306e\u300c\u72ec\u308a\u7acb\u3061\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8b1b\u5ea7\u300d\u3001\u3069\u3061\u3089\u306e\u8b1b\u5ea7\u3082\u51dd\u7e2e\u3055\u308c\u305f\u30cf\u30fc\u30c8\u309b\u306a\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3092\u3053\u306a\u3057\u306a\u304b\u309b\u3089\u3057\u3063\u304b\u308a\u3068\u5b66\u3072\u309b\u3001\u5b9f\u52d9\u306b\u76f4\u7d50\u3059\u308b\u30c6\u309b\u30fc\u30bf\u30b5\u30a4\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p>\n<h3>\u78ba\u5b9f\u306b\u300e\u6226\u529b\u300f\u3068\u306a\u308b\u4eba\u6750\u3092\u80b2\u6210\u3057\u307e\u3059\u3002<\/h3>\n<p>\u4f01\u696d\u7b49\u3066\u309b\u30c6\u309b\u30fc\u30bf\u5206\u6790\u306b\u643a\u308f\u308b\u65b9\u3001\u30c6\u309b\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u300e\u898b\u7fd2\u3044\u30ec\u30d8\u309b\u30eb\u300f\u304b\u3089\u300e\u72ec\u308a\u7acb\u3061\u3066\u309b\u304d\u308b\u30ec\u30d8\u309b\u30eb\u300f\u306b\u5b9f\u529b\u3092\u5f15\u304d\u4e0a\u3051\u309b\u305f\u3044\u65b9\u3001\u8c4a\u5bcc\u306a\u30d2\u309b\u30b7\u309b\u30cd\u30b9\u7d4c\u9a13\u3092\u751f\u304b\u3057\u3066\u4eca\u5f8c\u306e\u65b9\u5411\u6027\u3092\u6a21\u7d22\u3057\u3066\u3044\u308b\u65b9\u3001\u65b0\u3057\u3044\u53ef\u80fd\u6027\u3092\u62d3\u304d\u305f\u3044\u3068\u3044\u3046\u65b9\u5411\u3051\u306e\u8b1b\u5ea7\u3066\u309b\u3059\u3002<\/p>\n<h5 id=\"dskiso\"><span style=\"font-size: 14pt; color: #ff0000; font-family: arial black, sans-serif;\"><strong> NEW\uff01 <\/strong><\/span><span style=\"font-size: 18pt;\">\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\u8b1b\u5ea7\u300d<span style=\"font-size: 16pt;\">\uff08\u6625\u30b3\u30fc\u30b9\uff09<\/span><\/span><\/h5>\n<p style=\"text-align: right;\"><a href=\"#voice\"><span style=\"color: #ff9900; font-weight: bold;\">\u4fee\u4e86\u751f\u306e\u58f0<\/span><\/a> \u3092\u63b2\u8f09\u3044\u305f\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>2024\u5e74\u5ea6\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0(\u6848)<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-703\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2022\/02\/kiso_schedule.png\" alt=\"\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\" width=\"700\" height=\"730\" \/><\/p>\n<h2>\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-703\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2022\/02\/kiso_schedule2022.jpg\" alt=\"\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\" width=\"700\" height=\"730\" \/><\/p>\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\uff45\u30e9\u30fc\u30cb\u30f3\u30b0\uff09<\/h2>\n<h3>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u7528\u3044\u3089\u308c\u308b\u7a2e\u3005\u306e\u624b\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3059\u308b\u3002\u6700\u521d\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u3044\u3046\u5b66\u9580\u5206\u91ce\u306b\u3064\u3044\u3066\u6982\u8aac\u3057\u305f\u5f8c\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6982\u5ff5\u3092\u5b66\u7fd2\u3057\u3001\u6700\u5927\u516c\u7d04\u6570\u3001\u56e0\u6570\u5206\u89e3\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u6982\u89b3\u3059\u308b\u3002\u6b21\u306b\u3001\u5408\u540c\u5f0f\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406\u306b\u3064\u3044\u3066\u5b66\u3093\u3060\u5f8c\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d\u306a\u3069\u3078\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u3002\u30b0\u30e9\u30d5\u7406\u8ad6\u306b\u95a2\u3057\u3066\u306f\u3001\u5e45\u512a\u5148\u63a2\u7d22\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6210\u5206\u3001\u6839\u4ed8\u304d\u6728\u306a\u3069\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u3001\u30b9\u30e2\u30fc\u30eb\u30fb\u30ef\u30fc\u30eb\u30c9\u73fe\u8c61\u306b\u3064\u3044\u3066\u89e6\u308c\u308b\u3002\u6700\u5f8c\u306b\u3001\u8a08\u7b97\u91cf\u7406\u8ad6\u306e\u57fa\u790e\u3092\u5b66\u3076\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0\u306a\u3069\u306e\u6982\u5ff5\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u306b\u3001P = NP ? \u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u95a2\u3059\u308b\u8a71\u984c\u3092\u7d39\u4ecb\u3059\u308b\u3002<\/p>\n<p>\u516810\u56de<br \/>\n1.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 1\u3000\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u3001\u6700\u5927\u516c\u7d04\u6570\u306e\u8a08\u7b97\u3001\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5<br \/>\n2.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 2\u3000\u56e0\u6570\u5206\u89e3\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u6642\u9593\u3001\u56e0\u6570\u5206\u89e3\u306e\u96e3\u3057\u3055<br \/>\n3.\u6574\u6570\u8ad6 1\u3000\u5408\u540c\u5f0f\u3001\u5408\u540c\u5f0f\u306e\u4ee3\u6570\u3001\u4ee3\u6570\u306e\u57fa\u672c\u7684\u554f\u984c<br \/>\n4.\u6574\u6570\u8ad6 2\u3000\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5\u3001\u6700\u5927\u516c\u7d04\u6570\u306b\u95a2\u3059\u308b\u5b9a\u7406\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406<br \/>\n5.\u516c\u958b\u9375\u6697\u53f7\u3000\u516c\u958b\u9375\u6697\u53f7\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d<br \/>\n6.\u30b0\u30e9\u30d5\u7406\u8ad6 1\u3000\u30b0\u30e9\u30d5\u306e\u5b9a\u7fa9\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6027\u3001\u6839\u4ed8\u304d\u6728<br \/>\n7.\u30b0\u30e9\u30d5\u7406\u8ad6 2\u3000\u30b0\u30e9\u30d5\u306e\u5e45\u512a\u5148\u63a2\u7d22\u3001\u9023\u7d50\u6210\u5206\u3001\u8907\u96d1\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u89e3\u6790<br \/>\n8.\u8a08\u7b97\u91cf\u7406\u8ad6 1\u3000\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0<br \/>\n9.\u8a08\u7b97\u91cf\u7406\u8ad6 2\u3000\u30af\u30ea\u30fc\u30af\u554f\u984c\u3001\u30af\u30ea\u30fc\u30af\u554f\u984c\u306e\u8a08\u7b97\u91cf\u3001P = NP ? \u554f\u984c<br \/>\n10.\u8a08\u7b97\u91cf\u7406\u8ad6 3\u3000NP \u5b8c\u5168\u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/p>\n<h3>Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u5fc5\u8981\u3068\u306a\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u306e\u57fa\u790e\u3092\u5b66\u7fd2\u3057\u3001\u5b9f\u7fd2\u306b\u3088\u3063\u3066\u7fd2\u5f97\u3059\u308b\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePthon\u306e\u6587\u6cd5\u3092\u5b66\u3093\u3060\u5f8c\u3001\u5236\u5fa1\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u306e\u8003\u3048\u65b9\u3068\u8a18\u6cd5\u3078\u3068\u9032\u3080\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306b\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u89e3\u8aac\u3057\u305f\u5f8c\u3001\u53ef\u8996\u5316\u3092\u884c\u3044\u3001\u6700\u5f8c\u306b\u7dcf\u6f14\u7fd2\u3092\u884c\u3046\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u3092\u4e00\u901a\u308a\u5b66\u3073\u307e\u3059\u3002<\/p>\n<p>\u516810\u56de<br \/>\n1. Python \u5b9f\u9a13\u74b0\u5883\u306e\u69cb\u7bc9<br \/>\n2. Python \u3092\u4f7f\u3063\u3066\u307f\u3088\u3046\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u30b7\u30a7\u30eb\u3001\u5909\u6570\uff0c\u6587\u5b57\u5217\uff0c\u30ea\u30b9\u30c8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u3001\u5404\u7a2e\u6f14\u7b97\u51e6\u7406<br \/>\n3. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 1\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u304b\u3089\u30b9\u30af\u30ea\u30d7\u30c8\u3078\u3001\u5236\u5fa1\u69cb\u9020\u306e\u66f8\u304d\u65b9\u3068\u30a4\u30f3\u30c7\u30f3\u30c8<br \/>\n4. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 2\u3000\u95a2\u6570\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u5909\u6570\u306e\u30b9\u30b3\u30fc\u30d7<br \/>\n5. \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u8a00\u8a9e\u3068\u3057\u3066\u306e Python\u3000\u30af\u30e9\u30b9\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u751f\u6210<br \/>\n6. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 1\u3000\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb\u89e3\u8aac\u3001OS\u3078\u306e\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9, \u6587\u5b57\u5217\u306e\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0,?\u6570\u5b66\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9, \u65e5\u4ed8\u3068\u6642\u523b, \u30c7\u30fc\u30bf\u5727\u7e2e\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a08\u6e2c, \u54c1\u8cea\u7ba1\u7406<br \/>\n7. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 2\u3000\u79d1\u5b66\u6280\u8853\u8a08\u7b97\u306e\u305f\u3081\u306e\u30e2\u30b8\u30e5\u30fc\u30ebnumpy, scipy, matplotlib, pandas\u306e\u6982\u8981\u7d39\u4ecb\u3001<br \/>\n8. numpy \u6982\u8981\u3068 matplotlib \u306b\u3088\u308b\u53ef\u8996\u5316<br \/>\n9. scipy \u6982\u8981\u3068\u30c7\u30fc\u30bf\u89e3\u6790<br \/>\n10. \u7dcf\u5408\u554f\u984c<\/p>\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09<\/h2>\n<h3>IT\u30ea\u30c6\u30e9\u30b7<\/h3>\n<p>\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u4ed5\u4e8b\u3092\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>ssh\u901a\u4fe1\u3092\u4f7f\u3063\u305f\u30ea\u30e2\u30fc\u30c8\u30fb\u30b5\u30fc\u30d0\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<li>\u6587\u5b57\u30b3\u30fc\u30c9\u3068\u6b63\u898f\u8868\u73fe<\/li>\n<li>TCP\/IP\u3068html\u6982\u8ad6<\/li>\n<li>Git\u3084Git Hub\u306e\u5229\u7528<\/li>\n<li>SQL\u5165\u9580<\/li>\n<\/ul>\n<h3>Python100\u672c\u30ce\u30c3\u30af<\/h3>\n<p>\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9100\u672c\u30ce\u30c3\u30af\uff08\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u52a0\u5de5\u7de8\uff09\u300d\u3092\u6d3b\u7528\u3057\u3066\u81ea\u7fd2\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u8cea\u554f\u7b49\u3092Slack\u3067\u53d7\u3051\u4ed8\u3051\u3001\u5b66\u7fd2\u3092\u9032\u3081\u307e\u3059\u3002<\/p>\n<h3>EDA\u3068\u30e2\u30c7\u30eb\u4f5c\u6210\u306e\u57fa\u790e<\/h3>\n<p>Python\u3092\u4f7f\u3063\u3066\u306e\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n<ul>\n<li>pandas\u306b\u3088\u308b\u30c7\u30fc\u30bf\u96c6\u8a08<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3068\u30c7\u30fc\u30bf\u69cb\u9020<\/li>\n<li>\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3068\u8a55\u4fa1<\/li>\n<li>\u5224\u5225\u30e2\u30c7\u30eb\u5165\u9580(titanic\u30c7\u30fc\u30bf)<\/li>\n<li>\u56de\u5e30\u30e2\u30c7\u30eb\u5165\u9580(J\u30ea\u30fc\u30b0\u89b3\u5ba2\u52d5\u54e1\u6570\u4e88\u6e2c)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h5 id=\"hitoridachi\"><span style=\"font-size: 14pt; color: #ff0000; font-family: arial black, sans-serif;\"><strong> NEW\uff01 <\/strong><\/span><span style=\"font-size: 18pt;\">\u300c\u72ec\u308a\u7acb\u3061\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8b1b\u5ea7\u300d\uff08\u6625\u30b3\u30fc\u30b9\uff09<\/span><\/h5>\n<p style=\"text-align: right;\"><a href=\"#voice2\"><span style=\"color: #ff9900; font-weight: bold;\">\u4fee\u4e86\u751f\u306e\u58f0<\/span><\/a> \u3092\u63b2\u8f09\u3044\u305f\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>2024\u5e74\u5ea6\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0(\u6848)<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-735\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2024\/01\/hitoridachi_2024.png\" alt=\"\u8b1b\u7fa9\u306b\u3064\u3044\u3066\" width=\"770\" height=\"745\" \/><\/p>\n<h2>\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-703\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2022\/02\/curriculum2022.jpg\" alt=\"\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\" width=\"760\" height=\"730\" \/><\/p>\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\uff45\u30e9\u30fc\u30cb\u30f3\u30b0\uff09<\/h2>\n<h3>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u7528\u3044\u3089\u308c\u308b\u7a2e\u3005\u306e\u624b\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3059\u308b\u3002\u6700\u521d\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u3044\u3046\u5b66\u9580\u5206\u91ce\u306b\u3064\u3044\u3066\u6982\u8aac\u3057\u305f\u5f8c\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6982\u5ff5\u3092\u5b66\u7fd2\u3057\u3001\u6700\u5927\u516c\u7d04\u6570\u3001\u56e0\u6570\u5206\u89e3\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u6982\u89b3\u3059\u308b\u3002\u6b21\u306b\u3001\u5408\u540c\u5f0f\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406\u306b\u3064\u3044\u3066\u5b66\u3093\u3060\u5f8c\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d\u306a\u3069\u3078\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u3002\u30b0\u30e9\u30d5\u7406\u8ad6\u306b\u95a2\u3057\u3066\u306f\u3001\u5e45\u512a\u5148\u63a2\u7d22\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6210\u5206\u3001\u6839\u4ed8\u304d\u6728\u306a\u3069\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u3001\u30b9\u30e2\u30fc\u30eb\u30fb\u30ef\u30fc\u30eb\u30c9\u73fe\u8c61\u306b\u3064\u3044\u3066\u89e6\u308c\u308b\u3002\u6700\u5f8c\u306b\u3001\u8a08\u7b97\u91cf\u7406\u8ad6\u306e\u57fa\u790e\u3092\u5b66\u3076\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0\u306a\u3069\u306e\u6982\u5ff5\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u306b\u3001P = NP ? \u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u95a2\u3059\u308b\u8a71\u984c\u3092\u7d39\u4ecb\u3059\u308b\u3002<\/p>\n<p><span style=\"font-size: 12pt;\"><span style=\"font-size: 10pt;\">\u516810\u56de<\/span><br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30001.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 1\u3000\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u3001\u6700\u5927\u516c\u7d04\u6570\u306e\u8a08\u7b97\u3001\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30002.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 2\u3000\u56e0\u6570\u5206\u89e3\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u6642\u9593\u3001\u56e0\u6570\u5206\u89e3\u306e\u96e3\u3057\u3055<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30003.\u6574\u6570\u8ad6 1\u3000\u5408\u540c\u5f0f\u3001\u5408\u540c\u5f0f\u306e\u4ee3\u6570\u3001\u4ee3\u6570\u306e\u57fa\u672c\u7684\u554f\u984c<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30004.\u6574\u6570\u8ad6 2\u3000\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5\u3001\u6700\u5927\u516c\u7d04\u6570\u306b\u95a2\u3059\u308b\u5b9a\u7406\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30005.\u516c\u958b\u9375\u6697\u53f7\u3000\u516c\u958b\u9375\u6697\u53f7\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30006.\u30b0\u30e9\u30d5\u7406\u8ad6 1\u3000\u30b0\u30e9\u30d5\u306e\u5b9a\u7fa9\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6027\u3001\u6839\u4ed8\u304d\u6728<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30007.\u30b0\u30e9\u30d5\u7406\u8ad6 2\u3000\u30b0\u30e9\u30d5\u306e\u5e45\u512a\u5148\u63a2\u7d22\u3001\u9023\u7d50\u6210\u5206\u3001\u8907\u96d1\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u89e3\u6790<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30008.\u8a08\u7b97\u91cf\u7406\u8ad6 1\u3000\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30009.\u8a08\u7b97\u91cf\u7406\u8ad6 2\u3000\u30af\u30ea\u30fc\u30af\u554f\u984c\u3001\u30af\u30ea\u30fc\u30af\u554f\u984c\u306e\u8a08\u7b97\u91cf\u3001P = NP ? \u554f\u984c<br \/>\n<\/span><span style=\"font-size: 10pt;\">\u3000 10.\u8a08\u7b97\u91cf\u7406\u8ad6 3\u3000NP \u5b8c\u5168\u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/span><\/p>\n<h3>Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u5fc5\u8981\u3068\u306a\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u306e\u57fa\u790e\u3092\u5b66\u7fd2\u3057\u3001\u5b9f\u7fd2\u306b\u3088\u3063\u3066\u7fd2\u5f97\u3059\u308b\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePthon\u306e\u6587\u6cd5\u3092\u5b66\u3093\u3060\u5f8c\u3001\u5236\u5fa1\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u306e\u8003\u3048\u65b9\u3068\u8a18\u6cd5\u3078\u3068\u9032\u3080\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306b\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u89e3\u8aac\u3057\u305f\u5f8c\u3001\u53ef\u8996\u5316\u3092\u884c\u3044\u3001\u6700\u5f8c\u306b\u7dcf\u6f14\u7fd2\u3092\u884c\u3046\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u3092\u4e00\u901a\u308a\u5b66\u3073\u307e\u3059\u3002<\/p>\n<p><span style=\"font-size: 10pt;\">\u516810\u56de<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30001. Python \u5b9f\u9a13\u74b0\u5883\u306e\u69cb\u7bc9<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30002. Python \u3092\u4f7f\u3063\u3066\u307f\u3088\u3046\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u30b7\u30a7\u30eb\u3001\u5909\u6570\uff0c\u6587\u5b57\u5217\uff0c\u30ea\u30b9\u30c8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u3001\u5404\u7a2e\u6f14\u7b97\u51e6\u7406<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30003. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 1\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u304b\u3089\u30b9\u30af\u30ea\u30d7\u30c8\u3078\u3001\u5236\u5fa1\u69cb\u9020\u306e\u66f8\u304d\u65b9\u3068\u30a4\u30f3\u30c7\u30f3\u30c8<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30004. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 2\u3000\u95a2\u6570\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u5909\u6570\u306e\u30b9\u30b3\u30fc\u30d7<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30005. \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u8a00\u8a9e\u3068\u3057\u3066\u306e Python\u3000\u30af\u30e9\u30b9\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u751f\u6210<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30006. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 1\u3000\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb\u89e3\u8aac\u3001OS\u3078\u306e\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9, \u6587\u5b57\u5217\u306e\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0,<\/span><span style=\"font-size: 10pt;\"> \u6570\u5b66\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9, \u65e5\u4ed8\u3068\u6642\u523b, \u30c7\u30fc\u30bf\u5727\u7e2e\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a08\u6e2c, \u54c1\u8cea\u7ba1\u7406<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30007. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 2\u3000\u79d1\u5b66\u6280\u8853\u8a08\u7b97\u306e\u305f\u3081\u306e\u30e2\u30b8\u30e5\u30fc\u30ebnumpy, scipy, matplotlib, pandas\u306e\u6982\u8981\u7d39\u4ecb\u3001<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30008. numpy \u6982\u8981\u3068 matplotlib \u306b\u3088\u308b\u53ef\u8996\u5316<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000\u30009. scipy \u6982\u8981\u3068\u30c7\u30fc\u30bf\u89e3\u6790<\/span><br \/>\n<span style=\"font-size: 10pt;\">\u3000 10. \u7dcf\u5408\u554f\u984c<\/span><\/p>\n<h3>\u7d71\u8a08\u691c\u5b9a2\u7d1a\u81ea\u7fd2<\/h3>\n<p>\u7d71\u8a08\u691c\u5b9a\uff12\u7d1a\u5408\u683c\u3092\u652f\u63f4\u3059\u308be\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u3059\u3002\u73fe\u5728\u3001\u3053\u306e\u30ec\u30d9\u30eb\u306e\u78ba\u7387\u30fb\u7d71\u8a08\u306b\u3064\u3044\u3066\u306f\u512a\u308c\u305f\u6559\u6750\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3067\u7c21\u5358\u306b\u7121\u6599\u3067\u624b\u306b\u5165\u308a\u307e\u3059\u306e\u3067\u3001\u672c\u8b1b\u5ea7\u3067\u306f\u63a8\u85a6\u30b5\u30a4\u30c8\u3084\u63a8\u85a6\u56f3\u66f8\u3092\u7d39\u4ecb\u3057\u8b1b\u7fa9\u306f\u884c\u308f\u305a\u3001\u5b66\u7fd2\u306e\u30ac\u30a4\u30c9\u3068\u3057\u3066\u8cea\u554f\u3092\u53d7\u3051\u4ed8\u3051\u308bSlack\u3068\u3001\u7406\u89e3\u5ea6\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u554f\u984c\u3092\u3054\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09<\/h2>\n<h3>IT\u30ea\u30c6\u30e9\u30b7<\/h3>\n<p>\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u4ed5\u4e8b\u3092\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>ssh\u901a\u4fe1\u3092\u4f7f\u3063\u305f\u30ea\u30e2\u30fc\u30c8\u30fb\u30b5\u30fc\u30d0\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<li>\u6587\u5b57\u30b3\u30fc\u30c9\u3068\u6b63\u898f\u8868\u73fe<\/li>\n<li>TCP\/IP\u3068html\u6982\u8ad6<\/li>\n<li>Git\u3084Git Hub\u306e\u5229\u7528<\/li>\n<li>SQL\u5165\u9580<\/li>\n<\/ul>\n<h3>Python100\u672c\u30ce\u30c3\u30af<\/h3>\n<p>\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9100\u672c\u30ce\u30c3\u30af\uff08\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u52a0\u5de5\u7de8\uff09\u300d\u3092\u6d3b\u7528\u3057\u3066\u81ea\u7fd2\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u8cea\u554f\u7b49\u3092Slack\u3067\u53d7\u3051\u4ed8\u3051\u3001\u5b66\u7fd2\u3092\u9032\u3081\u307e\u3059\u3002<\/p>\n<h3>EDA\u3068\u30e2\u30c7\u30eb\u4f5c\u6210\u306e\u57fa\u790e<\/h3>\n<p>Python\u3092\u4f7f\u3063\u3066\u306e\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n<ul>\n<li>pandas\u306b\u3088\u308b\u30c7\u30fc\u30bf\u96c6\u8a08<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3068\u30c7\u30fc\u30bf\u69cb\u9020<\/li>\n<li>\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3068\u8a55\u4fa1<\/li>\n<li>\u5224\u5225\u30e2\u30c7\u30eb\u5165\u9580(titanic\u30c7\u30fc\u30bf)<\/li>\n<li>\u56de\u5e30\u30e2\u30c7\u30eb\u5165\u9580(J\u30ea\u30fc\u30b0\u89b3\u5ba2\u52d5\u54e1\u6570\u4e88\u6e2c)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u5b9f\u30c7\u30fc\u30bf\u306b\u3088\u308b\u5b9f\u8df5\u7684\u6f14\u7fd2\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09<\/h2>\n<h3>\u56de\u5e30\u30e2\u30c7\u30eb\u4f5c\u6210<\/h3>\n<p>\u30ef\u30b7\u30f3\u30c8\u30f3DC\u306e\u4e0d\u52d5\u7523\u7269\u4ef6\u4fa1\u683c\u4e88\u60f3\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u4e2d\u3067\u3001\u56de\u5e30\u5206\u6790\u306b\u5fc5\u8981\u306a\u4e8b\u9805\u3092\u57fa\u790e\u304b\u3089\u5b66\u3073\u307e\u3059\u3002\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u304b\u308c\u3066\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u7af6\u3044\u307e\u3059\u3002\u8b1b\u7fa9\u306e\u307b\u304b\u3001\u5b9f\u7fd2\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u5224\u5225\u30e2\u30c7\u30eb\u4f5c\u6210<\/h3>\n<p>\u5c0f\u58f2\u5e97\u8217\u306b\u304a\u3051\u308b\u8cfc\u8cb7\u884c\u52d5\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u4e8c\u5024\u5206\u985e\u30e2\u30c7\u30eb\uff08\u3042\u308b\u5546\u54c1\u306b\u95a2\u5fc3\u3092\u793a\u3059\u4eba\/\u793a\u3055\u306a\u3044\u4eba\u3092\u5224\u5225\u3059\u308b\u30e2\u30c7\u30eb\u3092\u4e88\u5b9a\uff09\u3092\u4f5c\u3063\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u672c\u8b1b\u7fa9\u306b\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306f\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0\u53c2\u753b\u6a5f\u95a2\u3067\u3042\u308b\u30b3\u30cb\u30ab\u30df\u30ce\u30eb\u30bf\u682a\u5f0f\u4f1a\u793e\u304c\u72ec\u81ea\u306b\u53d6\u5f97\u3057\u305f\u3082\u306e\u3067\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u76f4\u7d50\u3059\u308b\u5b9f\u7528\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n<h2>\u9078\u629e\u8b1b\u7fa9\uff1a\u5b9f\u30c7\u30fc\u30bf\u306b\u3088\u308b\u5b9f\u8df5\u7684\u6f14\u7fd2\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09<\/h2>\n<h3>\u30c7\u30b6\u30a4\u30f3\u601d\u8003<\/h3>\n<p>\u65e2\u5b58\u306e\u3082\u306e\u306e\u5358\u306a\u308b\u300c\u6539\u5584\u300d\u3067\u306f\u306a\u3044\u3001\u300c\u65b0\u3057\u3044\u300d\u30e2\u30ce\u3084\u30b3\u30c8\u3092\u4f5c\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3069\u3046\u3044\u3046\u3053\u3068\u306a\u306e\u304b\u3092\u5b66\u3073\u307e\u3059\u3002\u300c\u65b0\u3057\u3044\u300d\u30e2\u30ce\u3084\u30b3\u30c8\u3092\u4f5c\u308a\u51fa\u3059\u305f\u3081\u306e\u30de\u30a4\u30f3\u30c9\u30bb\u30c3\u30c8\u3092\u3001\u591a\u304f\u306e\u4e8b\u4f8b\u3084\u6f14\u7fd2\u3067\u5b66\u3073\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3088\u308b\u30e2\u30c3\u30af\uff08MVP\uff09\u4f5c\u6210<\/h3>\n<p>\u672c\u8b1b\u7fa9\u3067\u306f\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u306e\u8fc5\u901f\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5f97\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001Streamlit\u306a\u3069\u3092\u4f7f\u3046\u3053\u3068\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5358\u72ec\u3067\u7c21\u5358\u306b\u52d5\u304f\u30e2\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2>\u9078\u629e\u8b1b\u7fa9\uff08\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u914d\u4fe1\uff09<\/h2>\n<h3>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 \u57fa\u790e\u7de8<\/h3>\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u53d6\u308a\u7d44\u3080\u4e0a\u3067\u306e\u30d9\u30fc\u30b9\u3068\u306a\u308b\u3001\u524d\u51e6\u7406\u306b\u3064\u3044\u3066\u3054\u8aac\u660e\u3057\u305f\u5f8c\u306b\u5fdc\u7528\u7bc7\u306e\u30ac\u30a4\u30c9\u3092\u884c\u3044\u307e\u3059\u3002\u30b9\u30e9\u30a4\u30c9\u8cc7\u6599\u3068\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u3088\u308b\u6f14\u7fd2\u3092\u4f7f\u3063\u3066\u8b1b\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<h3>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 \u5fdc\u7528\u7de8<\/h3>\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u767a\u5c55\u7684\u8ab2\u984c\u3068\u3057\u3066\u3001LDA\u306b\u3088\u308b\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3001Word2Vec\u3001BERT\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002\u30e9\u30a4\u30c9\u8cc7\u6599\u3068\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u3088\u308b\u6f14\u7fd2\u3092\u4f7f\u3063\u3066\u8b1b\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<h3>\u56e0\u679c\u63a8\u8ad6<\/h3>\n<p>\u8b1b\u7fa9\u8cc7\u6599\u3092\u4f7f\u3063\u3066\u3001\u56e0\u679c\u63a8\u8ad6\u306b\u3064\u3044\u3066\u306e\u57fa\u790e\u7684\u306a\u77e5\u8b58\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n<h3>\u6df1\u5c64\u5b66\u7fd2\u306e\u57fa\u790e<\/h3>\n<p>\u9032\u5316\u306e\u30b9\u30d4\u30fc\u30c9\u306e\u901f\u3044\u3001\u3053\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u9577\u304f\u4f7f\u3048\u308b\u666e\u904d\u7684\u306a\u8003\u3048\u65b9\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u8b1b\u7fa9\u8cc7\u6599\u3068\u6f14\u7fd2\u306b\u3088\u3063\u3066\u3001\u7406\u8ad6\u7684\u80cc\u666f\u3092\u6570\u5f0f\u304b\u3089\u30b3\u30fc\u30c9\u306b\u66f8\u304d\u8d77\u3053\u3059\u3053\u3068\u3067\u3001\u7406\u89e3\u3092\u6df1\u3081\u307e\u3059<\/p>\n<h3>\u30ec\u30b3\u30e1\u30f3\u30c9\u30e2\u30c7\u30eb\u4f5c\u6210<\/h3>\n<p>\u8b1b\u7fa9\u3068\u6f14\u7fd2\u6559\u6750\u306b\u3088\u3063\u3066\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u6f14\u7fd2\u3067\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306e\u591a\u304f\u306f\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30fc\u3067\u3059\u304c\u3001\u4e00\u90e8\u3001\u4f01\u696d\u69d8\u304b\u3089\u3054\u63d0\u4f9b\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h3>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u57fa\u790e\u3068\u6f14\u7fd2<\/h3>\n<p>\u672c\u8b1b\u5ea7\u3067\u306f\u3001EDA\u3068\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306b\u52a0\u3048\u3066\u3001\u5206\u6790\u306e\u5e45\u3092\u5e83\u3052\u308b\u3046\u3048\u3067\u6709\u52b9\u306a\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u3092\u6271\u3044\u307e\u3059\u3002\u9805\u76ee\u3068\u3057\u3066\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3001\u6b21\u5143\u5727\u7e2e\u3001\u57cb\u3081\u8fbc\u307f\u3001\u7570\u5e38\u691c\u77e5\u306e\u5404\u7a2e\u624b\u6cd5\u306e\u7d39\u4ecb\u3068\u3001\u73fe\u5834\u3067\u306e\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u9069\u7528\u3092\u60f3\u5b9a\u3057\u305f\u6f14\u7fd2\u554f\u984c\u3092\u6271\u3044\u307e\u3059\u3002<\/p>\n<p><!--h5 id=\"kiso\"><span style=\"font-size: 18pt;\">\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\u8b1b\u5ea7\u300d<span style=\"font-size: 16pt;\">\uff08\u79cb\u30b3\u30fc\u30b9\uff09\u3000\u3000<\/span><\/span><a href=\"#voice\"><span style=\"color: #ff9900; font-weight: bold;\">\u4fee\u4e86\u751f\u306e\u58f0<\/span><\/a> \u3092\u63b2\u8f09\u3044\u305f\u3057\u307e\u3057\u305f\u3002<\/h5>\n\n\n2023\u5e74\u5ea6\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0(\u6848)\n\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-703\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2022\/02\/kiso_schedule.png\" alt=\"\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\" width=\"700\" height=\"730\" \/>\n\n\n<h2>\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb<\/h2>\n\n\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-703\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2023\/06\/kiso_schedule_2023fall.jpg\" alt=\"\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\" width=\"700\" height=\"730\" \/>\n\n\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\uff45\u30e9\u30fc\u30cb\u30f3\u30b0\uff09<\/h2>\n\n\n\n\n<h3>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/h3>\n\n\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u7528\u3044\u3089\u308c\u308b\u7a2e\u3005\u306e\u624b\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3059\u308b\u3002\u6700\u521d\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u3044\u3046\u5b66\u9580\u5206\u91ce\u306b\u3064\u3044\u3066\u6982\u8aac\u3057\u305f\u5f8c\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6982\u5ff5\u3092\u5b66\u7fd2\u3057\u3001\u6700\u5927\u516c\u7d04\u6570\u3001\u56e0\u6570\u5206\u89e3\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u6982\u89b3\u3059\u308b\u3002\u6b21\u306b\u3001\u5408\u540c\u5f0f\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406\u306b\u3064\u3044\u3066\u5b66\u3093\u3060\u5f8c\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d\u306a\u3069\u3078\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u3002\u30b0\u30e9\u30d5\u7406\u8ad6\u306b\u95a2\u3057\u3066\u306f\u3001\u5e45\u512a\u5148\u63a2\u7d22\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6210\u5206\u3001\u6839\u4ed8\u304d\u6728\u306a\u3069\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u3001\u30b9\u30e2\u30fc\u30eb\u30fb\u30ef\u30fc\u30eb\u30c9\u73fe\u8c61\u306b\u3064\u3044\u3066\u89e6\u308c\u308b\u3002\u6700\u5f8c\u306b\u3001\u8a08\u7b97\u91cf\u7406\u8ad6\u306e\u57fa\u790e\u3092\u5b66\u3076\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0\u306a\u3069\u306e\u6982\u5ff5\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u306b\u3001P = NP ? \u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u95a2\u3059\u308b\u8a71\u984c\u3092\u7d39\u4ecb\u3059\u308b\u3002\n\n\u516810\u56de\n1.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 1\u3000\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u3001\u6700\u5927\u516c\u7d04\u6570\u306e\u8a08\u7b97\u3001\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5\n2.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 2\u3000\u56e0\u6570\u5206\u89e3\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u6642\u9593\u3001\u56e0\u6570\u5206\u89e3\u306e\u96e3\u3057\u3055\n3.\u6574\u6570\u8ad6 1\u3000\u5408\u540c\u5f0f\u3001\u5408\u540c\u5f0f\u306e\u4ee3\u6570\u3001\u4ee3\u6570\u306e\u57fa\u672c\u7684\u554f\u984c\n4.\u6574\u6570\u8ad6 2\u3000\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5\u3001\u6700\u5927\u516c\u7d04\u6570\u306b\u95a2\u3059\u308b\u5b9a\u7406\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406\n5.\u516c\u958b\u9375\u6697\u53f7\u3000\u516c\u958b\u9375\u6697\u53f7\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d\n6.\u30b0\u30e9\u30d5\u7406\u8ad6 1\u3000\u30b0\u30e9\u30d5\u306e\u5b9a\u7fa9\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6027\u3001\u6839\u4ed8\u304d\u6728\n7.\u30b0\u30e9\u30d5\u7406\u8ad6 2\u3000\u30b0\u30e9\u30d5\u306e\u5e45\u512a\u5148\u63a2\u7d22\u3001\u9023\u7d50\u6210\u5206\u3001\u8907\u96d1\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u89e3\u6790\n8.\u8a08\u7b97\u91cf\u7406\u8ad6 1\u3000\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0\n9.\u8a08\u7b97\u91cf\u7406\u8ad6 2\u3000\u30af\u30ea\u30fc\u30af\u554f\u984c\u3001\u30af\u30ea\u30fc\u30af\u554f\u984c\u306e\u8a08\u7b97\u91cf\u3001P = NP ? \u554f\u984c\n10.\u8a08\u7b97\u91cf\u7406\u8ad6 3\u3000NP \u5b8c\u5168\u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\n\n\n<h3>Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h3>\n\n\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u5fc5\u8981\u3068\u306a\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u306e\u57fa\u790e\u3092\u5b66\u7fd2\u3057\u3001\u5b9f\u7fd2\u306b\u3088\u3063\u3066\u7fd2\u5f97\u3059\u308b\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePthon\u306e\u6587\u6cd5\u3092\u5b66\u3093\u3060\u5f8c\u3001\u5236\u5fa1\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u306e\u8003\u3048\u65b9\u3068\u8a18\u6cd5\u3078\u3068\u9032\u3080\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306b\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u89e3\u8aac\u3057\u305f\u5f8c\u3001\u53ef\u8996\u5316\u3092\u884c\u3044\u3001\u6700\u5f8c\u306b\u7dcf\u6f14\u7fd2\u3092\u884c\u3046\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u3092\u4e00\u901a\u308a\u5b66\u3073\u307e\u3059\u3002\n\n\u516810\u56de\n1. Python \u5b9f\u9a13\u74b0\u5883\u306e\u69cb\u7bc9\n2. Python \u3092\u4f7f\u3063\u3066\u307f\u3088\u3046\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u30b7\u30a7\u30eb\u3001\u5909\u6570\uff0c\u6587\u5b57\u5217\uff0c\u30ea\u30b9\u30c8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u3001\u5404\u7a2e\u6f14\u7b97\u51e6\u7406\n3. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 1\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u304b\u3089\u30b9\u30af\u30ea\u30d7\u30c8\u3078\u3001\u5236\u5fa1\u69cb\u9020\u306e\u66f8\u304d\u65b9\u3068\u30a4\u30f3\u30c7\u30f3\u30c8\n4. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 2\u3000\u95a2\u6570\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u5909\u6570\u306e\u30b9\u30b3\u30fc\u30d7\n5. \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u8a00\u8a9e\u3068\u3057\u3066\u306e Python\u3000\u30af\u30e9\u30b9\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u751f\u6210\n6. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 1\u3000\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb\u89e3\u8aac\u3001OS\u3078\u306e\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9, \u6587\u5b57\u5217\u306e\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0,?\u6570\u5b66\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9, \u65e5\u4ed8\u3068\u6642\u523b, \u30c7\u30fc\u30bf\u5727\u7e2e\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a08\u6e2c, \u54c1\u8cea\u7ba1\u7406\n7. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 2\u3000\u79d1\u5b66\u6280\u8853\u8a08\u7b97\u306e\u305f\u3081\u306e\u30e2\u30b8\u30e5\u30fc\u30ebnumpy, scipy, matplotlib, pandas\u306e\u6982\u8981\u7d39\u4ecb\u3001\n8. numpy \u6982\u8981\u3068 matplotlib \u306b\u3088\u308b\u53ef\u8996\u5316\n9. scipy \u6982\u8981\u3068\u30c7\u30fc\u30bf\u89e3\u6790\n10. \u7dcf\u5408\u554f\u984c\n\n\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09<\/h2>\n\n\n\n\n<h3>IT\u30ea\u30c6\u30e9\u30b7<\/h3>\n\n\n\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u4ed5\u4e8b\u3092\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\n\n\n<ul>\n \t\n\n<li>ssh\u901a\u4fe1\u3092\u4f7f\u3063\u305f\u30ea\u30e2\u30fc\u30c8\u30fb\u30b5\u30fc\u30d0\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n \t\n\n<li>\u6587\u5b57\u30b3\u30fc\u30c9\u3068\u6b63\u898f\u8868\u73fe<\/li>\n\n\n \t\n\n<li>TCP\/IP\u3068html\u6982\u8ad6<\/li>\n\n\n \t\n\n<li>Git\u3084Git Hub\u306e\u5229\u7528<\/li>\n\n\n \t\n\n<li>SQL\u5165\u9580<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>Python100\u672c\u30ce\u30c3\u30af<\/h3>\n\n\n\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9100\u672c\u30ce\u30c3\u30af\uff08\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u52a0\u5de5\u7de8\uff09\u300d\u3092\u6d3b\u7528\u3057\u3066\u81ea\u7fd2\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u8cea\u554f\u7b49\u3092Slack\u3067\u53d7\u3051\u4ed8\u3051\u3001\u5b66\u7fd2\u3092\u9032\u3081\u307e\u3059\u3002\n\n\n<h3>EDA\u3068\u30e2\u30c7\u30eb\u4f5c\u6210\u306e\u57fa\u790e<\/h3>\n\n\nPython\u3092\u4f7f\u3063\u3066\u306e\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3073\u307e\u3059\u3002\n\n\n<ul>\n \t\n\n<li>pandas\u306b\u3088\u308b\u30c7\u30fc\u30bf\u96c6\u8a08<\/li>\n\n\n \t\n\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3068\u30c7\u30fc\u30bf\u69cb\u9020<\/li>\n\n\n \t\n\n<li>\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3068\u8a55\u4fa1<\/li>\n\n\n \t\n\n<li>\u5224\u5225\u30e2\u30c7\u30eb\u5165\u9580(titanic\u30c7\u30fc\u30bf)<\/li>\n\n\n \t\n\n<li>\u56de\u5e30\u30e2\u30c7\u30eb\u5165\u9580(J\u30ea\u30fc\u30b0\u89b3\u5ba2\u52d5\u54e1\u6570\u4e88\u6e2c)<\/li>\n\n\n<\/ul>\n\n\n&nbsp;\n\n\n<h5 id=\"hitoridati\"><span style=\"font-size: 14pt; color: #ff0000; font-family: arial black, sans-serif;\"><strong> NEW\uff01 <\/strong><\/span><span style=\"font-size: 18pt;\">\u300c\u72ec\u308a\u7acb\u3061\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8b1b\u5ea7\u300d\uff08\u79cb\u30b3\u30fc\u30b9\uff09<\/span><\/h5>\n\n\n\n\n<p style=\"text-align: right;\"><a href=\"#voice2\"><span style=\"color: #ff9900; font-weight: bold;\">\u4fee\u4e86\u751f\u306e\u58f0<\/span><\/a> \u3092\u63b2\u8f09\u3044\u305f\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n2023\u5e74\u5ea6\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0(\u6848)\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-735\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2023\/06\/2023fall_hitoridachi_course.jpg\" alt=\"\u8b1b\u7fa9\u306b\u3064\u3044\u3066\" width=\"770\" height=\"745\" \/>\n\n\n<h2>\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb<\/h2>\n\n\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-703\" src=\"https:\/\/archive.de.uec.ac.jp\/wp-content\/uploads\/sites\/2\/2023\/06\/2023_hitoridachi_-fall_schedule.png\" alt=\"\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\" width=\"760\" height=\"730\" \/>\n\n\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\uff45\u30e9\u30fc\u30cb\u30f3\u30b0\uff09<\/h2>\n\n\n\n\n<h3>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/h3>\n\n\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u7528\u3044\u3089\u308c\u308b\u7a2e\u3005\u306e\u624b\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3059\u308b\u3002\u6700\u521d\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u3044\u3046\u5b66\u9580\u5206\u91ce\u306b\u3064\u3044\u3066\u6982\u8aac\u3057\u305f\u5f8c\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6982\u5ff5\u3092\u5b66\u7fd2\u3057\u3001\u6700\u5927\u516c\u7d04\u6570\u3001\u56e0\u6570\u5206\u89e3\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u6982\u89b3\u3059\u308b\u3002\u6b21\u306b\u3001\u5408\u540c\u5f0f\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406\u306b\u3064\u3044\u3066\u5b66\u3093\u3060\u5f8c\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d\u306a\u3069\u3078\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u3002\u30b0\u30e9\u30d5\u7406\u8ad6\u306b\u95a2\u3057\u3066\u306f\u3001\u5e45\u512a\u5148\u63a2\u7d22\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6210\u5206\u3001\u6839\u4ed8\u304d\u6728\u306a\u3069\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u3001\u30b9\u30e2\u30fc\u30eb\u30fb\u30ef\u30fc\u30eb\u30c9\u73fe\u8c61\u306b\u3064\u3044\u3066\u89e6\u308c\u308b\u3002\u6700\u5f8c\u306b\u3001\u8a08\u7b97\u91cf\u7406\u8ad6\u306e\u57fa\u790e\u3092\u5b66\u3076\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0\u306a\u3069\u306e\u6982\u5ff5\u306b\u3064\u3044\u3066\u5b66\u7fd2\u3057\u305f\u5f8c\u306b\u3001P = NP ? \u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u95a2\u3059\u308b\u8a71\u984c\u3092\u7d39\u4ecb\u3059\u308b\u3002\n\n<span style=\"font-size: 12pt;\"><span style=\"font-size: 10pt;\">\u516810\u56de<\/span>\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30001.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 1\u3000\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u3001\u6700\u5927\u516c\u7d04\u6570\u306e\u8a08\u7b97\u3001\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30002.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 2\u3000\u56e0\u6570\u5206\u89e3\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u3001\u30d9\u30ad\u4e57\u306e\u8a08\u7b97\u6642\u9593\u3001\u56e0\u6570\u5206\u89e3\u306e\u96e3\u3057\u3055\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30003.\u6574\u6570\u8ad6 1\u3000\u5408\u540c\u5f0f\u3001\u5408\u540c\u5f0f\u306e\u4ee3\u6570\u3001\u4ee3\u6570\u306e\u57fa\u672c\u7684\u554f\u984c\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30004.\u6574\u6570\u8ad6 2\u3000\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u306e\u4e92\u9664\u6cd5\u3001\u6700\u5927\u516c\u7d04\u6570\u306b\u95a2\u3059\u308b\u5b9a\u7406\u3001\u6709\u9650\u4f53\u3001\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30005.\u516c\u958b\u9375\u6697\u53f7\u3000\u516c\u958b\u9375\u6697\u53f7\u3001RSA\u516c\u958b\u9375\u6697\u53f7\u3001\u96fb\u5b50\u7f72\u540d\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30006.\u30b0\u30e9\u30d5\u7406\u8ad6 1\u3000\u30b0\u30e9\u30d5\u306e\u5b9a\u7fa9\u3001\u30d1\u30b9\u3068\u9023\u7d50\u6027\u3001\u6839\u4ed8\u304d\u6728\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30007.\u30b0\u30e9\u30d5\u7406\u8ad6 2\u3000\u30b0\u30e9\u30d5\u306e\u5e45\u512a\u5148\u63a2\u7d22\u3001\u9023\u7d50\u6210\u5206\u3001\u8907\u96d1\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u89e3\u6790\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30008.\u8a08\u7b97\u91cf\u7406\u8ad6 1\u3000\u8a08\u7b97\u6642\u9593\u306e\u6e2c\u308a\u65b9\u3001\u591a\u9805\u5f0f\u6642\u9593\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u8a08\u7b97\u6642\u9593\u306e\u7206\u767a\u7684\u5897\u52a0\n<\/span><span style=\"font-size: 10pt;\">\u3000\u30009.\u8a08\u7b97\u91cf\u7406\u8ad6 2\u3000\u30af\u30ea\u30fc\u30af\u554f\u984c\u3001\u30af\u30ea\u30fc\u30af\u554f\u984c\u306e\u8a08\u7b97\u91cf\u3001P = NP ? \u554f\u984c\n<\/span><span style=\"font-size: 10pt;\">\u3000 10.\u8a08\u7b97\u91cf\u7406\u8ad6 3\u3000NP \u5b8c\u5168\u554f\u984c\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/span>\n\n\n<h3>Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h3>\n\n\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u5fc5\u8981\u3068\u306a\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u306e\u57fa\u790e\u3092\u5b66\u7fd2\u3057\u3001\u5b9f\u7fd2\u306b\u3088\u3063\u3066\u7fd2\u5f97\u3059\u308b\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePthon\u306e\u6587\u6cd5\u3092\u5b66\u3093\u3060\u5f8c\u3001\u5236\u5fa1\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u306e\u8003\u3048\u65b9\u3068\u8a18\u6cd5\u3078\u3068\u9032\u3080\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306b\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u89e3\u8aac\u3057\u305f\u5f8c\u3001\u53ef\u8996\u5316\u3092\u884c\u3044\u3001\u6700\u5f8c\u306b\u7dcf\u6f14\u7fd2\u3092\u884c\u3046\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u3092\u4e00\u901a\u308a\u5b66\u3073\u307e\u3059\u3002\n\n<span style=\"font-size: 10pt;\">\u516810\u56de<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30001. Python \u5b9f\u9a13\u74b0\u5883\u306e\u69cb\u7bc9<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30002. Python \u3092\u4f7f\u3063\u3066\u307f\u3088\u3046\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u30b7\u30a7\u30eb\u3001\u5909\u6570\uff0c\u6587\u5b57\u5217\uff0c\u30ea\u30b9\u30c8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u3001\u5404\u7a2e\u6f14\u7b97\u51e6\u7406<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30003. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 1\u3000\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u304b\u3089\u30b9\u30af\u30ea\u30d7\u30c8\u3078\u3001\u5236\u5fa1\u69cb\u9020\u306e\u66f8\u304d\u65b9\u3068\u30a4\u30f3\u30c7\u30f3\u30c8<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30004. \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u306ePython 2\u3000\u95a2\u6570\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u5909\u6570\u306e\u30b9\u30b3\u30fc\u30d7<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30005. \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u8a00\u8a9e\u3068\u3057\u3066\u306e Python\u3000\u30af\u30e9\u30b9\u306e\u66f8\u304d\u65b9\u3068\u4f7f\u3044\u65b9\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u751f\u6210<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30006. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 1\u3000\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb\u89e3\u8aac\u3001OS\u3078\u306e\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9, \u6587\u5b57\u5217\u306e\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0,<\/span><span style=\"font-size: 10pt;\"> \u6570\u5b66\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9, \u65e5\u4ed8\u3068\u6642\u523b, \u30c7\u30fc\u30bf\u5727\u7e2e\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a08\u6e2c, \u54c1\u8cea\u7ba1\u7406<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30007. \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6982\u8981\u3068 import 2\u3000\u79d1\u5b66\u6280\u8853\u8a08\u7b97\u306e\u305f\u3081\u306e\u30e2\u30b8\u30e5\u30fc\u30ebnumpy, scipy, matplotlib, pandas\u306e\u6982\u8981\u7d39\u4ecb\u3001<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30008. numpy \u6982\u8981\u3068 matplotlib \u306b\u3088\u308b\u53ef\u8996\u5316<\/span>\n<span style=\"font-size: 10pt;\">\u3000\u30009. scipy \u6982\u8981\u3068\u30c7\u30fc\u30bf\u89e3\u6790<\/span>\n<span style=\"font-size: 10pt;\">\u3000 10. \u7dcf\u5408\u554f\u984c<\/span>\n\n\n<h3>\u7d71\u8a08\u691c\u5b9a2\u7d1a\u81ea\u7fd2<\/h3>\n\n\n\u7d71\u8a08\u691c\u5b9a\uff12\u7d1a\u5408\u683c\u3092\u652f\u63f4\u3059\u308be\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u3059\u3002\u73fe\u5728\u3001\u3053\u306e\u30ec\u30d9\u30eb\u306e\u78ba\u7387\u30fb\u7d71\u8a08\u306b\u3064\u3044\u3066\u306f\u512a\u308c\u305f\u6559\u6750\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3067\u7c21\u5358\u306b\u7121\u6599\u3067\u624b\u306b\u5165\u308a\u307e\u3059\u306e\u3067\u3001\u672c\u8b1b\u5ea7\u3067\u306f\u63a8\u85a6\u30b5\u30a4\u30c8\u3084\u63a8\u85a6\u56f3\u66f8\u3092\u7d39\u4ecb\u3057\u8b1b\u7fa9\u306f\u884c\u308f\u305a\u3001\u5b66\u7fd2\u306e\u30ac\u30a4\u30c9\u3068\u3057\u3066\u8cea\u554f\u3092\u53d7\u3051\u4ed8\u3051\u308bSlack\u3068\u3001\u7406\u89e3\u5ea6\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u554f\u984c\u3092\u3054\u63d0\u4f9b\u3057\u307e\u3059\u3002\n\n\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u57fa\u790e\u6f14\u7fd2\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09<\/h2>\n\n\n\n\n<h3>IT\u30ea\u30c6\u30e9\u30b7<\/h3>\n\n\n\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u4ed5\u4e8b\u3092\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\n\n\n<ul>\n \t\n\n<li>ssh\u901a\u4fe1\u3092\u4f7f\u3063\u305f\u30ea\u30e2\u30fc\u30c8\u30fb\u30b5\u30fc\u30d0\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n \t\n\n<li>\u6587\u5b57\u30b3\u30fc\u30c9\u3068\u6b63\u898f\u8868\u73fe<\/li>\n\n\n \t\n\n<li>TCP\/IP\u3068html\u6982\u8ad6<\/li>\n\n\n \t\n\n<li>Git\u3084Git Hub\u306e\u5229\u7528<\/li>\n\n\n \t\n\n<li>SQL\u5165\u9580<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>Python100\u672c\u30ce\u30c3\u30af<\/h3>\n\n\n\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9100\u672c\u30ce\u30c3\u30af\uff08\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u52a0\u5de5\u7de8\uff09\u300d\u3092\u6d3b\u7528\u3057\u3066\u81ea\u7fd2\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u8cea\u554f\u7b49\u3092Slack\u3067\u53d7\u3051\u4ed8\u3051\u3001\u5b66\u7fd2\u3092\u9032\u3081\u307e\u3059\u3002\n\n\n<h3>EDA\u3068\u30e2\u30c7\u30eb\u4f5c\u6210\u306e\u57fa\u790e<\/h3>\n\n\nPython\u3092\u4f7f\u3063\u3066\u306e\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3073\u307e\u3059\u3002\n\n\n<ul>\n \t\n\n<li>pandas\u306b\u3088\u308b\u30c7\u30fc\u30bf\u96c6\u8a08<\/li>\n\n\n \t\n\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3068\u30c7\u30fc\u30bf\u69cb\u9020<\/li>\n\n\n \t\n\n<li>\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3068\u8a55\u4fa1<\/li>\n\n\n \t\n\n<li>\u5224\u5225\u30e2\u30c7\u30eb\u5165\u9580(titanic\u30c7\u30fc\u30bf)<\/li>\n\n\n \t\n\n<li>\u56de\u5e30\u30e2\u30c7\u30eb\u5165\u9580(J\u30ea\u30fc\u30b0\u89b3\u5ba2\u52d5\u54e1\u6570\u4e88\u6e2c)<\/li>\n\n\n<\/ul>\n\n\n&nbsp;\n\n\n<h2>\u5fc5\u4fee\u8b1b\u7fa9\uff1a\u5b9f\u30c7\u30fc\u30bf\u306b\u3088\u308b\u5b9f\u8df5\u7684\u6f14\u7fd2\uff08\u30e9\u30a4\u30d6\u914d\u4fe1\uff09<\/h2>\n\n\n\n\n<h3>\u56de\u5e30\u30e2\u30c7\u30eb\u4f5c\u6210<\/h3>\n\n\n\u30ef\u30b7\u30f3\u30c8\u30f3DC\u306e\u4e0d\u52d5\u7523\u7269\u4ef6\u4fa1\u683c\u4e88\u60f3\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u4e2d\u3067\u3001\u56de\u5e30\u5206\u6790\u306b\u5fc5\u8981\u306a\u4e8b\u9805\u3092\u57fa\u790e\u304b\u3089\u5b66\u3073\u307e\u3059\u3002\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u304b\u308c\u3066\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u7af6\u3044\u307e\u3059\u3002\u8b1b\u7fa9\u306e\u307b\u304b\u3001\u5b9f\u7fd2\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002\n\n\n<h3>\u5224\u5225\u30e2\u30c7\u30eb\u4f5c\u6210<\/h3>\n\n\n\u5c0f\u58f2\u5e97\u8217\u306b\u304a\u3051\u308b\u8cfc\u8cb7\u884c\u52d5\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u4e8c\u5024\u5206\u985e\u30e2\u30c7\u30eb\uff08\u3042\u308b\u5546\u54c1\u306b\u95a2\u5fc3\u3092\u793a\u3059\u4eba\/\u793a\u3055\u306a\u3044\u4eba\u3092\u5224\u5225\u3059\u308b\u30e2\u30c7\u30eb\u3092\u4e88\u5b9a\uff09\u3092\u4f5c\u3063\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u672c\u8b1b\u7fa9\u306b\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306f\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0\u53c2\u753b\u6a5f\u95a2\u3067\u3042\u308b\u30b3\u30cb\u30ab\u30df\u30ce\u30eb\u30bf\u682a\u5f0f\u4f1a\u793e\u304c\u72ec\u81ea\u306b\u53d6\u5f97\u3057\u305f\u3082\u306e\u3067\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u76f4\u7d50\u3059\u308b\u5b9f\u7528\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3067\u3059\u3002\n\n\n<h2>\u9078\u629e\u8b1b\u7fa9\uff08\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u914d\u4fe1\uff09<\/h2>\n\n\n\n\n<h3>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 \u57fa\u790e\u7de8<\/h3>\n\n\n\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u53d6\u308a\u7d44\u3080\u4e0a\u3067\u306e\u30d9\u30fc\u30b9\u3068\u306a\u308b\u3001\u524d\u51e6\u7406\u306b\u3064\u3044\u3066\u3054\u8aac\u660e\u3057\u305f\u5f8c\u306b\u5fdc\u7528\u7bc7\u306e\u30ac\u30a4\u30c9\u3092\u884c\u3044\u307e\u3059\u3002\u30b9\u30e9\u30a4\u30c9\u8cc7\u6599\u3068\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u3088\u308b\u6f14\u7fd2\u3092\u4f7f\u3063\u3066\u8b1b\u7fa9\u3057\u307e\u3059\u3002\n\n\n<h3>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 \u5fdc\u7528\u7de8<\/h3>\n\n\n\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u767a\u5c55\u7684\u8ab2\u984c\u3068\u3057\u3066\u3001LDA\u306b\u3088\u308b\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3001Word2Vec\u3001BERT\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002\u30e9\u30a4\u30c9\u8cc7\u6599\u3068\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u3088\u308b\u6f14\u7fd2\u3092\u4f7f\u3063\u3066\u8b1b\u7fa9\u3057\u307e\u3059\u3002\n\n\n<h3>\u56e0\u679c\u63a8\u8ad6<\/h3>\n\n\n\u8b1b\u7fa9\u8cc7\u6599\u3092\u4f7f\u3063\u3066\u3001\u56e0\u679c\u63a8\u8ad6\u306b\u3064\u3044\u3066\u306e\u57fa\u790e\u7684\u306a\u77e5\u8b58\u3092\u5b66\u3073\u307e\u3059\u3002\n\n\n<h3>\u6df1\u5c64\u5b66\u7fd2\u306e\u57fa\u790e<\/h3>\n\n\n\u9032\u5316\u306e\u30b9\u30d4\u30fc\u30c9\u306e\u901f\u3044\u3001\u3053\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u9577\u304f\u4f7f\u3048\u308b\u666e\u904d\u7684\u306a\u8003\u3048\u65b9\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u8b1b\u7fa9\u8cc7\u6599\u3068\u6f14\u7fd2\u306b\u3088\u3063\u3066\u3001\u7406\u8ad6\u7684\u80cc\u666f\u3092\u6570\u5f0f\u304b\u3089\u30b3\u30fc\u30c9\u306b\u66f8\u304d\u8d77\u3053\u3059\u3053\u3068\u3067\u3001\u7406\u89e3\u3092\u6df1\u3081\u307e\u3059\n\n\n<h3>\u30ec\u30b3\u30e1\u30f3\u30c9\u30e2\u30c7\u30eb\u4f5c\u6210<\/h3>\n\n\n\u8b1b\u7fa9\u3068\u6f14\u7fd2\u6559\u6750\u306b\u3088\u3063\u3066\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u6f14\u7fd2\u3067\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306e\u591a\u304f\u306f\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30fc\u3067\u3059\u304c\u3001\u4e00\u90e8\u3001\u4f01\u696d\u69d8\u304b\u3089\u3054\u63d0\u4f9b\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3044\u305f\u3057\u307e\u3059\u3002\n\n\n<h3>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u57fa\u790e\u3068\u6f14\u7fd2<\/h3>\n\n\n\u672c\u8b1b\u5ea7\u3067\u306f\u3001EDA\u3068\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306b\u52a0\u3048\u3066\u3001\u5206\u6790\u306e\u5e45\u3092\u5e83\u3052\u308b\u3046\u3048\u3067\u6709\u52b9\u306a\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u3092\u6271\u3044\u307e\u3059\u3002\u9805\u76ee\u3068\u3057\u3066\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3001\u6b21\u5143\u5727\u7e2e\u3001\u57cb\u3081\u8fbc\u307f\u3001\u7570\u5e38\u691c\u77e5\u306e\u5404\u7a2e\u624b\u6cd5\u306e\u7d39\u4ecb\u3068\u3001\u73fe\u5834\u3067\u306e\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u9069\u7528\u3092\u60f3\u5b9a\u3057\u305f\u6f14\u7fd2\u554f\u984c\u3092\u6271\u3044\u307e\u3059\u3002--><br \/>\n&nbsp;<\/p>\n<h2 id=\"voice\">\u4fee\u4e86\u751f\u306e\u58f0<\/h2>\n<h5>\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\u8b1b\u5ea7\u300d\uff082022\u5e74 \u6625\u30b3\u30fc\u30b9\uff09<\/h5>\n<p><strong>\u671f\u5f85\u3057\u3066\u3044\u305f\u3053\u3068\u306f\u5b9f\u73fe\u3055\u308c\u305f\u3067\u3057\u3087\u3046\u304b\uff1f<\/strong><\/p>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">\u6e80\u8db3\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u5206\u6790\u306b\u95a2\u3059\u308b\u57fa\u790e\u7684\u306a\u77e5\u8b58\u3066\u3042\u308bpython\u3092\u8eab\u306b\u3064\u3051\u308b\u305f\u3081\u306e\u304d\u3063\u304b\u3051\u3092\u4f5c\u308b\u3053\u3068\u3002\u30c7\u30fc\u30bf\u5206\u6790\u3067\u6700\u4f4e\u9650\u304a\u91d1\u304c\u3082\u3089\u3048\u308b\u77e5\u8b58\u3084\u6280\u80fd\u306e\u7bc4\u56f2\u3092\u77e5\u308b\u3053\u3068\u3002\u3092\u671f\u5f85\u3057\u3066\u53d7\u8b1b\u3057\u307e\u3057\u305f\u3002<br \/>\n1\u3064\u76ee\u306b\u3064\u3044\u3066\u306f\u3001python100\u672c\u30ce\u30c3\u30af\u304c\u3088\u304b\u3063\u305f\u3067\u3059\u3002\u81ea\u5206\u3067\u3082\u305d\u306e\u5f8c\u3001\u985e\u672c\u3092\u8cfc\u5165\u3057\u30661\u65e52\u554f\u89e3\u304f\u3053\u3068\u3092\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<br \/>\n2\u3064\u76ee\u306b\u3064\u3044\u3066\u306f\u3001\u5148\u751f\u304c\u30b9\u30e9\u30c3\u30af\u306b\u63d0\u4f9b\u3057\u3066\u3044\u305f\u3060\u3044\u305f\u8a71\u304b\u3089\u3001\u4f3a\u3044\u77e5\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3057\u3001\u307e\u305f\u3001\u53c2\u52a0\u3059\u308b\u30e1\u30f3\u30d0\u30fc\u3067\u306e\u4f1a\u8a71\u306a\u3069\u304b\u3089\u3082\u308f\u304b\u308a\u307e\u3057\u305f\u3002<br \/>\n\u4e01\u5be7\u306a\u6388\u696d\u3082\u52c9\u5f37\u306b\u306a\u308a\u307e\u3057\u305f\u3002SQL\u3084UNIX\u7cfb\u306e\u30b9\u30ad\u30eb\u306f\u3082\u3068\u3082\u3068\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3042\u3068\u306f\u7d71\u8a08\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b\u3053\u3068\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u672c\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b\u3053\u3068\u3060\u306a\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\uff08\u7537\u6027 U.E\u3055\u3093)<\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u30bc\u30ed\u304b\u3089\u59cb\u3081\u3066\uff0c3\u304b\u6708\u9593\u3067\u4e00\u5fdc\u306f\u30b3\u30f3\u30da\u306b\u6295\u7a3f\u3067\u304d\u308b\u30ec\u30d9\u30eb\u307e\u3067\u6210\u9577\u3067\u304d\u305f\u306e\u306f\u3001\u3072\u3068\u3048\u306b\u5148\u751f\u306e\u611b\u3042\u308b\u53b3\u3057\u3044\u3054\u6307\u5c0e\u306e\u8cdc\u7269\u3068\u6df1\u8b1d\u7533\u3057\u4e0a\u3052\u307e\u3059\u3002\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u3064\u3044\u3066\u306f\u3001\u307e\u3060\u307e\u3060\u624b\u304c\u52dd\u624b\u306b\u52d5\u304f\u30ec\u30d9\u30eb\u306b\u306f\u81f3\u3063\u3066\u304a\u308a\u307e\u305b\u3093\u306e\u3067\u3001\u5f15\u304d\u7d9a\u304d100\u672c\u30ce\u30c3\u30af\u306e\u5fa9\u7fd2\u3084\u3053\u308c\u3068\u4e26\u884c\u3057\u3066\u30b3\u30f3\u30da\u3078\u306e\u6295\u7a3f\u306b\u7cbe\u9032\u3057\u3066\u307e\u3044\u308a\u305f\u3044\u3068\u5b58\u3058\u307e\u3059\u3002\uff08\u7537\u6027 T.E\u3055\u3093)<\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">python\u306b\u3064\u3044\u3066\u306f\u307b\u307c\u521d\u5fc3\u8005\u306e\u72b6\u614b\u3060\u3063\u305f\u304c\u3001\u305d\u308c\u306a\u308a\u306b\u4f7f\u3048\u308b\u30ec\u30d9\u30eb\u306b\u306a\u3063\u305f\u306e\u3067\u3001\u3053\u308c\u306b\u306f\u6e80\u8db3\u3057\u3066\u3044\u307e\u3059\u3002\uff08\u7537\u6027 S.Y\u3055\u3093)<\/p>\n<\/blockquote>\n<p><strong>\u4eca\u5f8c\u3082\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u5b66\u3073\u7d9a\u3051\u307e\u3059\u304b\uff1f<\/strong><\/p>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">\u5b66\u3073\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u4eca\u56de\u306e3\u30f6\u6708\u306e\u6559\u6750\u3092\u518d\u5ea6\u5fa9\u7fd2\u3059\u308b\u3002\u304a\u3088\u3073\u9032\u3081\u3089\u308c\u305f\u672c\u3092\u8aad\u3093\u3067\u81ea\u5b66\u3059\u308b\u3002\u300c\u7d71\u8a08\u691c\u5b9a2\u7d1a\u300d\u3068\u300cPython 3 \u30a8\u30f3\u30b8\u30cb\u30a2\u8a8d\u5b9a\u30c7\u30fc\u30bf\u5206\u6790\u8a66\u9a13\u300d\u306e\u8a66\u9a13\u306b\u5408\u683c\u3059\u308b\u3002\u672c\u8b1b\u5ea7\u4e2d\u3082\u52c9\u5f37\u3057\u3066\u3044\u305f\u306e\u3067\u3001\u3053\u308c\u304b\u3089\u8a66\u9a13\u306e\u7533\u8fbc\u307f\u3092\u3057\u307e\u3059\u30023\u30f6\u6708\u3067\u77ed\u304b\u3063\u305f\u306e\u3067\u3001\u53c2\u52a0\u30e1\u30f3\u30d0\u30fc\u3068\u306e\u95a2\u308f\u308a\u304c\u5c11\u306a\u304b\u3063\u305f\u306e\u304c\u6b8b\u5ff5\u3067\u3059\u3002\u6765\u5e74\u300c\u7d71\u8a08\u691c\u5b9a2\u7d1a\u300d\u3092\u6301\u3063\u3066\u518d\u5ea6\u53d7\u8b1b\u3055\u305b\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002\uff08\u7537\u6027 U.E\u3055\u3093)<\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">\u5b66\u3073\u7d9a\u3051\u305f\u3044\u3068\u8003\u3048\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\n\u4eca\u5f8c\u306f\u3001\u81ea\u5206\u306e\u30ad\u30e3\u30ea\u30a2\u3084\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u8ab2\u984c\u306a\u3069\u3092\u8e0f\u307e\u3048\u3001\u52c9\u5f37\u3092\u7d9a\u3051\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u4eca\u56de\u5b66\u3093\u3060\u4e8b\u3060\u3051\u3067\u3082\u591a\u304f\u51fa\u6765\u308b\u3053\u3068\u306f\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u65e5\u9803\u306e\u4ed5\u4e8b\u3067\u3069\u3046\u6d3b\u304b\u305b\u308b\u304b\u3092\u8003\u3048\u308b\u3002\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u308b\u3002\u3067\u8a66\u884c\u932f\u8aa4\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3063\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\n\u521d\u5b66\u8005\u304b\u3064\u3001\u4ed5\u4e8b\u3084\u4eca\u307e\u3067\u306e\u7d4c\u9a13\u30fb\u5b66\u7fd2\u7d4c\u9a13\u306e\u306a\u3044\u81ea\u5206\u306b\u3068\u3063\u3066\u306f3\u30f6\u6708\u3067\u307e\u305a\u306f\u30b9\u30bf\u30fc\u30c8\u3067\u304d\u308b\u3044\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3063\u305f\u3068\u611f\u3058\u3066\u304a\u308a\u307e\u3059\u3002\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u3069\u3046\u6d3b\u304b\u3059\u304b\u306a\u3069\u306e\u30d2\u30f3\u30c8\u306b\u3082\u306a\u308a\u307e\u3057\u305f\u3002\uff08\uff28\u3055\u3093\u30fb\u88fd\u85ac\u4f1a\u793e\u52e4\u52d9\u55b6\u696d\u8077\uff09<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<h4>\u611f\u60f3\u306a\u3069<\/h4>\n<p><strong>2022\u5e74 \u6625\u30b3\u30fc\u30b9\u4fee\u4e86\u751f\uff1aH\u3055\u3093\uff08\u88fd\u85ac\u4f1a\u793e\u52e4\u52d9\u55b6\u696d\u8077\uff09<\/strong><\/p>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">\u81ea\u8eab\u306e\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u3001\u307e\u305f\u81ea\u5206\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u4f7f\u3048\u308b\u30d2\u30f3\u30c8\u3092\u624b\u306b\u5165\u308c\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u3057\u3066\u306e\u57fa\u790e\u77e5\u8b58\u3084\u3001\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3092\u5b66\u3076\u305f\u3081\u306b\u7533\u3057\u8fbc\u307f\u307e\u3057\u305f\u3002<br \/>\n\u81ea\u5206\u306b\u3068\u3063\u3066\u306f\u3001\u521d\u3081\u3066\u306e\u30b8\u30e3\u30f3\u30eb\u306e\u5b66\u3073\u3068\u3044\u3046\u4e8b\u3082\u3042\u308a\u3001\u3044\u3044\u610f\u5473\u306e\u53b3\u3057\u3055\u3082\u3042\u308b\u4e00\u65b9\u3001\u8eab\u306b\u3064\u304f\u3082\u306e\u3082\u591a\u304b\u3063\u305f\u3068\u611f\u3058\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\n\u8b1b\u5e2b\u306e\u65b9\u304c\u304a\u8a71\u3057\u3055\u308c\u3066\u3044\u308b\u4e8b\u3082\u5927\u5909\u5171\u611f\u3067\u304d\u308b\u3082\u306e\u304c\u591a\u304f\u3001\u77e5\u8b58\u4e91\u3005\u3068\u3044\u3046\u3088\u308a\u3001\u305d\u3082\u305d\u3082\u3069\u3046\u3044\u3063\u305f\u76ee\u7684\u3067\uff1f\u4f55\u3092\u3057\u305f\u3044\u304b\uff1f\u306e\u3088\u3046\u306a\u8ab2\u984c\u610f\u8b58\u306e\u6301\u3061\u65b9\u3001\u307e\u305f\u305d\u306e\u76ee\u7684\u3092\u898b\u636e\u3048\u305f\u4e0a\u3067\u3059\u3050\u306b\u624b\u3092\u52d5\u304b\u3057\u3066\u3044\u3051\u308b\u80fd\u529b\u304c\u306a\u3044\u3068\u524d\u306b\u9032\u3081\u306a\u3044\u306e\u3067\u3001\u3053\u306e\u3088\u3046\u306a\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u4e8b\u3082\u81ea\u5206\u306b\u3068\u3063\u3066\u306f\u7406\u89e3\u3057\u3084\u3059\u3044\u3084\u308a\u65b9\u3067\u3057\u305f\u3002<br \/>\n\u4eca\u5f8c\u306f\u3001\u81ea\u5206\u306e\u30ad\u30e3\u30ea\u30a2\u3084\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u8ab2\u984c\u306a\u3069\u3092\u8e0f\u307e\u3048\u3001\u52c9\u5f37\u3092\u7d9a\u3051\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u4eca\u56de\u5b66\u3093\u3060\u4e8b\u3060\u3051\u3067\u3082\u591a\u304f\u51fa\u6765\u308b\u3053\u3068\u306f\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u65e5\u9803\u306e\u4ed5\u4e8b\u3067\u3069\u3046\u6d3b\u304b\u305b\u308b\u304b\u3092\u8003\u3048\u308b\u3002\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u308b\u3002\u3067\u8a66\u884c\u932f\u8aa4\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3063\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\n\u521d\u5b66\u8005\u304b\u3064\u3001\u4ed5\u4e8b\u3084\u4eca\u307e\u3067\u306e\u7d4c\u9a13\u30fb\u5b66\u7fd2\u7d4c\u9a13\u306e\u306a\u3044\u81ea\u5206\u306b\u3068\u3063\u3066\u306f3\u30f6\u6708\u3067\u307e\u305a\u306f\u30b9\u30bf\u30fc\u30c8\u3067\u304d\u308b\u3044\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3063\u305f\u3068\u611f\u3058\u3066\u304a\u308a\u307e\u3059\u3002\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u3069\u3046\u6d3b\u304b\u3059\u304b\u306a\u3069\u306e\u30d2\u30f3\u30c8\u306b\u3082\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<\/blockquote>\n<p><strong>2022\u5e74 \u6625\u30b3\u30fc\u30b9\u4fee\u4e86\u751f\uff1aS\u3055\u3093<\/strong><\/p>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">\u90311\u56de\u306e\u8b1b\u7fa9\u3068\u306f\u3044\u3048\u3001\u4ed5\u4e8b\u3092\u3057\u306a\u304c\u3089\u3067\u3057\u305f\u306e\u3067\u4e2d\u3005\u30bf\u30d5\u306a3\u304b\u6708\u3067\u3057\u305f\u3002\u307e\u3060\u307e\u3060\u5b66\u3070\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3053\u3068\u306f\u591a\u3044\u3068\u611f\u3058\u305f\u306e\u30673\u304b\u6708\u3067\u306f\u8db3\u308a\u306a\u3044\u3068\u3082\u601d\u3044\u307e\u3057\u305f\u3002\u4eca\u3088\u308a\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3059\u308b\u305f\u3081\u306b\u3082\u6765\u5e74\u306e\u52df\u96c6\u3067\u3082\u5fdc\u52df\u3067\u304d\u308c\u3070\u3068\u601d\u3063\u3066\u3044\u308b\u304c\u3001\u81ea\u8eab\u306e\u4ed5\u4e8b\u91cf\u306a\u3069\u3068\u3082\u76f8\u8ac7\u3057\u306a\u304c\u3089\u691c\u8a0e\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002\u300c\u7d71\u8a08\u691c\u5b9a2\u7d1a\u300d\u306f\u30c8\u30e9\u30a4\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002\uff08\u7537\u6027 S.Y\u3055\u3093)<\/p>\n<\/blockquote>\n<p><span style=\"font-size: 14pt; color: #ff0000; font-family: arial black, sans-serif;\"><strong> NEW\uff01 <\/strong><\/span><\/p>\n<h5 id=\"voice2\">\u300c\u72ec\u308a\u7acb\u3061\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8b1b\u5ea7\u300d\uff082022\u5e74 \u6625\u590f\u30b3\u30fc\u30b9\uff09<\/h5>\n<h4>\u611f\u60f3\u306a\u3069<\/h4>\n<p><strong>2022\u5e74 \u6625\u590f\u30b3\u30fc\u30b9\u4fee\u4e86\u751f\uff1aH\u3055\u3093\uff08\u798f\u5ca1\u770c\u5728\u4f4f\uff09<\/strong><\/p>\n<blockquote>\n<p style=\"margin: 20px; padding: 20px; width: auto; background-color: #eeee;\">\u3053\u306e\u8b1b\u5ea7\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4e16\u754c\u306e\u6249\u3092\u958b\u3044\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u6ca2\u5c71\u306e\u6559\u6750\u306f\u4e16\u306b\u6ea2\u308c\u3066\u3044\u308b\u3051\u308c\u3069\u3001\u6587\u7cfb\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306e\u81ea\u5206\u306b\u306f\u72ec\u5b66\u3067\u306e\u9650\u754c\u3082\u3042\u308a\u307e\u3057\u305f\u3002\u524d\u63d0\u3068\u306a\u308b\u77e5\u8b58\u3084\u4f53\u7cfb\u7684\u306a\u4e8b\u67c4\u3001\u307e\u305f\u300c\u5f97\u305f\u77e5\u8b58\u3092\u3069\u3046\u6d3b\u7528\u3059\u308b\u304b\u300d\u306b\u3064\u3044\u3066\u306f\u3001\u3069\u3063\u3077\u308a\u305d\u306e\u4e16\u754c\u306b\u6d78\u304b\u3063\u305f\u65b9\u304c\u3044\u3044\u3001\u3068\u601d\u3044\u53d7\u8b1b\u3057\u307e\u3057\u305f\u3002<br \/>\n\u7d50\u679c\u5927\u6b63\u89e3\u3067\u3057\u305f\u3002<br \/>\n\u307f\u3063\u3061\u308a\u5b66\u3093\u3060\u534a\u5e74\u306f\u672c\u5f53\u306b\u6fc3\u304f\u3001\u793e\u4f1a\u306b\u51fa\u3066\u3053\u3053\u307e\u3067\u306e\u6210\u9577\u66f2\u7dda\u3092\u63cf\u3051\u308b\u4e8b\u3063\u3066\u4e2d\u3005\u7121\u3044\u3088\u3046\u306b\u601d\u3044\u307e\u3059\u3002<br \/>\n\u6700\u7d42\u7684\u306b\u306f\u30c1\u30fc\u30e0\u3067\u53d6\u308a\u7d44\u3080\u6f14\u7fd2\u3067\u7d44\u3093\u3060\u30e1\u30f3\u30d0\u30fc\u3068\u3082\u975e\u5e38\u306b\u4ef2\u826f\u304f\u306a\u308a\u3001\u611f\u52d5\u3059\u308b\u6388\u696d\u3082\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u9762\u767d\u3055\u3001\u5965\u6df1\u3055\u306b\u306e\u3081\u308a\u8fbc\u3080\u3001\u7d14\u7c8b\u306b\u697d\u3057\u304f\u610f\u7fa9\u306e\u3042\u308b\u6642\u9593\u3067\u3057\u305f\u3002<br 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