{"id":16034,"date":"2020-10-16T12:37:09","date_gmt":"2020-10-16T03:37:09","guid":{"rendered":"https:\/\/game-creators.jp\/media\/?p=16034"},"modified":"2020-10-16T12:37:09","modified_gmt":"2020-10-16T03:37:09","slug":"13176","status":"publish","type":"post","link":"https:\/\/game-creators.jp\/media\/event-search\/13176\/","title":{"rendered":"\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u30110\u304b\u3089\u5b66\u3076\uff01\u672a\u7d4c\u9a13\u306e\u305f\u3081\u306eAI\u30a8\u30f3\u30b8\u30cb\u30a2\u57fa\u790e\u8b1b\u5ea7\u30bb\u30c3\u30c8\u3010E\u8cc7\u683c\u5bfe\u5fdc\u3011\u30002020\/10\/31(\u571f) 18:00 \u301c 19:00"},"content":{"rendered":"<p>\u65e5\u7a0b\uff1a<time class=\"eventAside-day\" datetime=\"2020-10-31\">2020\/10\/31(\u571f)<\/time><time datetime=\"18:00\">18:00<\/time>\u301c<time datetime=\"19:00\">19:00<\/time><\/p>\n<div class=\"eventAside-buttonArea\"><a class=\"btn ml green\" href=\"https:\/\/techplay.jp\/event\/join\/794765\">\u30a4\u30d9\u30f3\u30c8\u306b\u7533\u3057\u8fbc\u3080<\/a><\/div>\n<p class=\"eventAside-period\">\u3010\u52df\u96c6\u671f\u9593\u3011<br \/>\n<time datetime=\"2020-10-01 12:00:00\">2020\/10\/01(\u6728) 12:00<\/time>\u00a0\u301c\u00a0<time datetime=\"2020-10-31 19:00:00\">2020\/10\/31(\u571f) 19:00<\/time><\/p>\n<p>\u4f1a\u5834\uff1a\u30aa\u30f3\u30e9\u30a4\u30f3<\/p>\n<p>\u4e3b\u50ac\uff1aAVILEN<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u52a0\u67a0<\/th>\n<th class=\"type\">\u7533\u8fbc\u5f62\u5f0f<\/th>\n<th class=\"price\">\u53c2\u52a0\u8cbb<\/th>\n<th class=\"capacity\">\u53c2\u52a0\u8005<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"category\">\n<div class=\"category-inner\">\n<div>\u3010\u304a\u7533\u3057\u8fbc\u307f\u306f\u4e0b\u8a18\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u3011<\/div>\n<\/div>\n<\/td>\n<td class=\"type\">\u5148\u7740\u9806<\/td>\n<td class=\"price\">110,000\u5186<\/p>\n<div class=\"payment\">\u5f53\u65e5\u73fe\u91d1\u652f\u6255\u3044<\/div>\n<\/td>\n<td class=\"capacity\"><span class=\"num\">0\u4eba<\/span>\u00a0\uff0f \u5b9a\u54e120\u4eba<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u304a\u7533\u3057\u8fbc\u307f\u30d5\u30a9\u30fc\u30e0<\/h2>\n<div id=\"edited\" class=\"text\">\n<p><a href=\"https:\/\/service.avilen.co.jp\/l\/843143\/2020-03-04\/mdtqpt\">\u3053\u3061\u3089\u304b\u3089<\/a>\u304a\u7533\u3057\u8fbc\u307f\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\uff08\u30a4\u30d9\u30f3\u30c8\u53c2\u52a0\u30dc\u30bf\u30f3\u304b\u3089\u306f\u304a\u7533\u3057\u8fbc\u307f\u3067\u304d\u307e\u305b\u3093\uff09<\/p>\n<p>\u5165\u91d1\u78ba\u8a8d\u5f8c\u30011\u301c2\u65e5\u4e2d\u306b\u53d7\u8b1b\u6848\u5185\u30e1\u30fc\u30eb\u3092\u304a\u9001\u308a\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p><span style=\"color: red;\" data-tomark-pass=\"\">\u203b\u8cc7\u6599\u3084\u52d5\u753b\u306e\u8996\u8074\u671f\u9650\u306f1\u5e74\u3067\u3059\u3002<\/span><br \/>\n\u203b\u8b1b\u7fa9\u52d5\u753b\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u7fa9\u7528\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059<br \/>\n\u203b\u9280\u884c\u632f\u8fbc\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u6255\u3044\uff08Paypal\uff09\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u6982\u8981<\/h2>\n<p>\u300cE\u8cc7\u683c\u300d\u5408\u683c\u7387\u00a0<strong>94.4%<\/strong>\u00a0\u3092\u8a87\u308b\u3001AVILEN\u306e<a href=\"https:\/\/avilen.co.jp\/service\/ai-engineer-course\/\">\u300c\u5168\u4eba\u985e\u304c\u308f\u304b\u308bE\u8cc7\u683c\u30b3\u30fc\u30b9\u300d<\/a>\u306e\u57fa\u790e\u8b1b\u5ea7\u304c\u3001<strong>\u30aa\u30f3\u30e9\u30a4\u30f3\u4e0a<\/strong>\u3067\u307e\u3068\u3081\u3066\u53d7\u8b1b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\uff01<br \/>\n\u5404\u8b1b\u5ea7\u3054\u3068\u306b\u5358\u54c1\u3067\u7533\u3057\u8fbc\u3080\u306e\u306b\u6bd4\u3079\u3001<strong>\u30bb\u30c3\u30c8\u306a\u3089\uff15\u4e07\u5186\u4ee5\u4e0a\u304a\u5f97\uff01<\/strong><\/p>\n<p><strong><span style=\"color: red;\" data-tomark-pass=\"\">\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3057\u3066\u3044\u308b<br \/>\n\u30fbPython\u3084\u6570\u5b66\u3001\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u5e83\u3044\u5206\u91ce\u306e\u57fa\u790e\u77e5\u8b58\u3092\u30010\u304b\u3089\u4e00\u5ea6\u306b\u5b66\u3073\u305f\u3044<br \/>\n\u30fb\u3044\u3064\u3067\u3082\u3069\u3053\u3067\u3082\u53d7\u8b1b\u3057\u305f\u3044\uff08\u30aa\u30f3\u30e9\u30a4\u30f3\uff09<\/span><\/strong><\/p>\n<p><strong>\u305d\u3093\u306a\u3042\u306a\u305f\u306b\u30aa\u30b9\u30b9\u30e1\u3067\u3059\uff01<\/strong><\/p>\n<p>\u2193\u30bb\u30c3\u30c8\u306b\u542b\u307e\u308c\u308b\u8b1b\u5ea7\u6982\u8981\uff08\u8a73\u7d30\u306f\u672c\u30da\u30fc\u30b8\u6700\u4e0b\u90e8\uff09<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s3.techplay.jp\/tp-images\/event\/1250\/sBX2Le7ItBs65G3v0jKHkF0AJa7oUdeBwbQkljIn.png\" alt=\"Alt text\" \/><\/p>\n<h3>E\u8cc7\u683c\u3068\u306f<\/h3>\n<p>\u65e5\u672c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5354\u4f1a\uff08JDLA\uff09\u304c\u8a8d\u5b9a\u3059\u308b\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u767b\u7adc\u9580\u7684\u8cc7\u683c\u3002<br \/>\n\u958b\u59cb\u304b\u30892\u5e74\u3067<a href=\"https:\/\/www.jdla.org\/news\/20200326001\/\">\u53d7\u9a13\u8005\u6570\u304c3\u500d\u8fd1\u304f\u5897\u52a0<\/a>\u3059\u308b\u306a\u3069\u3001\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\uff01<\/p>\n<p>E\u8cc7\u683c\u53d6\u5f97\u306e\u30d7\u30ed\u30bb\u30b9<\/p>\n<ol>\n<li>\u6570\u5b66\u3001Python\u3001\u7d71\u8a08\u5b66\u3001\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u5206\u91ce\u306e\u57fa\u790e\u3092\u8eab\u306b\u3064\u3051\u308b\u3002<br \/>\n<strong>\u2192\u672c\u8b1b\u5ea7\u30bb\u30c3\u30c8\u306f\u3053\u306e\u6bb5\u968e<\/strong><\/li>\n<li><a href=\"https:\/\/www.jdla.org\/certificate\/engineer\/#certificate_No04\">JDLA\u8a8d\u5b9a\u30d7\u30ed\u30b0\u30e9\u30e0<\/a>\u203b\u306e\u3044\u305a\u308c\u304b\u53d7\u8b1b\u30fb\u4fee\u4e86\u3057\u3001E\u8cc7\u683c\u306e\u53d7\u9a13\u8cc7\u683c\u3092\u5f97\u308b\u3002<\/li>\n<li>2\u5e74\u4ee5\u5185\u306bE\u8cc7\u683c\u3092\u53d7\u9a13\u30fb\u53d6\u5f97\u3059\u308b\u3002<\/li>\n<\/ol>\n<p>\u203b\u4e2d\u3067\u3082\u3001AVILEN\u306e<a href=\"https:\/\/avilen.co.jp\/service\/ai-engineer-course\/\">\u300c\u5168\u4eba\u985e\u304c\u308f\u304b\u308bE\u8cc7\u683c\u30b3\u30fc\u30b9\u300d<\/a>\u306f\u3001<span style=\"color: red;\" data-tomark-pass=\"\">\u3010\u5408\u683c\u738794.4%\u3011<\/span>\u3092\u9054\u6210\u3057\u3066\u3044\u307e\u3059\uff01<br \/>\n\u300c\u57fa\u790e\u8b1b\u5ea7\u30bb\u30c3\u30c8\u300d\u3068\u300cE\u8cc7\u683c\u30b3\u30fc\u30b9\u300d\u3092\u5408\u308f\u305b\u3066\u7533\u3057\u8fbc\u307f\u305f\u3044\u5834\u5408\u306b\u306f\u3001<a href=\"https:\/\/service.avilen.co.jp\/l\/843143\/2020-03-17\/mdw4d5\">\u3053\u3061\u3089\u306e\u30d5\u30a9\u30fc\u30e0<\/a>\u3088\u308a\u304a\u9032\u307f\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u3054\u53d7\u8b1b\u306b\u5fc5\u8981\u306a\u3082\u306e<\/h2>\n<ul>\n<li>pdf\u306e\u8cc7\u6599\u3092\u95b2\u89a7\u3059\u308b\u305f\u3081\u306e\u30c7\u30d0\u30a4\u30b9\uff08\u30ce\u30fc\u30c8PC\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u306a\u3069\uff09<\/li>\n<li>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u74b0\u5883\u3001\u30d6\u30e9\u30a6\u30b6\uff08Google Chrome\u63a8\u5968\uff09<\/li>\n<li>Python3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fPC<\/li>\n<li>\u30eb\u30fc\u30c8\u306e\u8a08\u7b97\u304c\u3067\u304d\u308b\u30c7\u30d0\u30a4\u30b9\uff08\u30ce\u30fc\u30c8PC\u3001\u30b9\u30de\u30db\u3001\u96fb\u5353\u306a\u3069\uff09<\/li>\n<li>\u7b46\u8a18\u7528\u5177\uff08\u6f14\u7fd2\u554f\u984c\u304c\u3054\u3056\u3044\u307e\u3059\uff09<\/li>\n<\/ul>\n<h2>\u9818\u53ce\u66f8\u3092\u3054\u5e0c\u671b\u306e\u65b9\u3078<\/h2>\n<p><strong>\u3010Paypal\u306e\u65b9\u3011<\/strong><br \/>\n\u6c7a\u6e08\u51e6\u7406\u5f8c\u306bPaypal\u304b\u3089\u9001\u4ed8\u3055\u308c\u308b\u30e1\u30fc\u30eb\u5185\u5bb9\u3001\u307e\u305f\u306fPaypal\u306e\u53d6\u5f15\u5c65\u6b74\u304b\u3089\u8a72\u5f53\u9805\u76ee\u3092\u78ba\u8a8d\u306e\u4e0a\u3001\u300c\u8a73\u7d30\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305d\u308c\u3089\u304c\u9818\u53ce\u66f8\u306e\u4ee3\u308f\u308a\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u4f1a\u793e\u767a\u884c\u306e\u5229\u7528\u660e\u7d30\u66f8\u3082\u9818\u53ce\u66f8\u3068\u3057\u3066\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n<p><strong>\u3010\u4e0a\u8a18\u4ee5\u5916\u3067\u9818\u53ce\u66f8\u767a\u884c\u3092\u3054\u5e0c\u671b\u306e\u65b9\u3011<\/strong><br \/>\n\u3054\u5165\u91d1\u5f8c\u3001\u672c\u30da\u30fc\u30b8\u53f3\u4e0a\u306e\u300c\u30a4\u30d9\u30f3\u30c8\u306b\u95a2\u3059\u308b\u304a\u554f\u3044\u5408\u308f\u305b\u300d\u3088\u308a\u3001\u4e0b\u8a18\u60c5\u5831\u3092\u304a\u9001\u308a\u304f\u3060\u3055\u3044\u3002<br \/>\n\u9818\u53ce\u66f8\u3092\u767a\u884c\u51fa\u6765\u6b21\u7b2c\u3001\u30e1\u30fc\u30eb\u306b\u3066\u3054\u9023\u7d61\u5dee\u3057\u4e0a\u3052\u307e\u3059\u3002<\/p>\n<pre><span style=\"font-size: 12pt;\"><code>\u30fb\u5b9b\u540d\r\n\u30fb\u3054\u62c5\u5f53\u8005\u540d\uff08\u5fc5\u8981\u3067\u3042\u308c\u3070\uff09\r\n\u30fb\u4ef6\u540d\uff08\u5e0c\u671b\u306a\u3051\u308c\u3070\u300c\u30bb\u30df\u30ca\u30fc\u53d7\u8b1b\u6599\u300d\u3001\u5225\u9014\u7d30\u76ee\u306f\u8a18\u8f09\u3042\u308a\uff09\r\n\u30fb\u305d\u306e\u4ed6(\u3054\u8cea\u554f\u3084\u3054\u8981\u671b\u306a\u3069)\r\n<\/code><\/span><\/pre>\n<h2>\u304a\u554f\u3044\u5408\u308f\u305b<\/h2>\n<ul>\n<li><a href=\"https:\/\/line.me\/R\/ti\/p\/%40ldy9583d\">LINE\u516c\u5f0f\u30a2\u30ab\u30a6\u30f3\u30c8<\/a>\u304b\u3089\u3082\u304a\u554f\u3044\u5408\u308f\u305b\u3044\u305f\u3060\u3051\u307e\u3059\u3002\uff08\u63a8\u5968\uff09<\/li>\n<li>\u203b\u65e5\u66dc\u65e5\u306f\u5b9a\u4f11\u306e\u305f\u3081\u3001\u3044\u305f\u3060\u3044\u305f\u304a\u554f\u3044\u5408\u308f\u305b\u306b\u3064\u3044\u3066\u306f\u6708\u66dc\u4ee5\u964d\u306e\u3054\u5bfe\u5fdc\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\u6ce8\u610f\u4e8b\u9805<\/h2>\n<ul>\n<li>\u8b1b\u5ea7\u5185\u3067\u6271\u3046\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u5168\u3066\u300c\u682a\u5f0f\u4f1a\u793eAVILEN\u300d\u306b\u5e30\u5c5e\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8907\u88fd\u306f\u3054\u9060\u616e\u304f\u3060\u3055\u3044\u3002<\/li>\n<li>\u500b\u4eba\u30d6\u30ed\u30b0\u3078\u306e\u8b1b\u7fa9\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u63b2\u8f09\u306f\u3054\u9060\u616e\u304f\u3060\u3055\u3044\u3002<\/li>\n<li>\u30ad\u30e3\u30f3\u30bb\u30eb\u306e\u5834\u5408\u306f\u3001\u8b1b\u5ea7\u5229\u7528\u958b\u59cb\u524d\u307e\u3067\u306b\u9650\u308a\u3001\u624b\u6570\u6599\uff11\uff10\uff05\u3092\u5dee\u3057\u5f15\u3044\u305f\u984d\u3092\u3054\u8fd4\u91d1\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n\u305d\u308c\u4ee5\u964d\u306f\u8fd4\u91d1\u306b\u306f\u5fdc\u3058\u517c\u306d\u307e\u3059\u306e\u3067\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n<h2>\u682a\u5f0f\u4f1a\u793eAVILEN\u3068\u306f<\/h2>\n<p>\u682a\u5f0f\u4f1a\u793eAVILEN\u306f\u300c\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u3088\u308a\u591a\u304f\u306e\u4eba\u306b\u300d\u3068\u3044\u3046\u30df\u30c3\u30b7\u30e7\u30f3\u3092\u63b2\u3052AI\u9818\u57df\u306b\u7279\u5316\u3057\u305f\u30d3\u30b7\u30cd\u30b9\u3092\u5c55\u958b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u793e\u54e1\u306e\u307b\u3068\u3093\u3069\u304c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3067\u7d44\u7e54\u3055\u308c\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7528\u3044\u305f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u3084\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001AI\u6d3b\u7528\u306e\u73fe\u5834\u3067\u5f97\u305f\u77e5\u898b\u3092\u3001AI\u4eba\u6750\u80b2\u6210\u4e8b\u696d\u3084AI\u30e1\u30c7\u30a3\u30a2\u4e8b\u696d\uff08<a href=\"https:\/\/ai-trend.jp\/\">AVILEN AI Trend<\/a>\uff09\u3067\u4e16\u306e\u4e2d\u306b\u5e83\u3052\u308b\u6d3b\u52d5\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<hr \/>\n<h2>\u5404\u8b1b\u5ea7\u8a73\u7d30<\/h2>\n<h2>1. \u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u6570\u5b66\u30de\u30b9\u30bf\u30fc\u30b3\u30fc\u30b9<\/h2>\n<h3>1.1. \u95a2\u6570\u30fb\u6570\u5217<\/h3>\n<p>\u76ee\u7684\uff1a\u95a2\u6570\u30fb\u6570\u5217\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u95a2\u6570\u3068\u306f<\/li>\n<li>\u95a2\u6570\u306e\u57fa\u672c\u6027\u8cea<\/li>\n<li>\uff11\u5909\u6570\u95a2\u6570<\/li>\n<li>\u591a\u5909\u6570\u95a2\u6570<\/li>\n<li>\u6dfb\u3048\u5b57\u4ed8\u304d\u306e\u6570\uff08\u6570\u5217\uff09<\/li>\n<li>\u03a3\u6f14\u7b97<\/li>\n<\/ul>\n<h3>1.2. \u5fae\u5206<\/h3>\n<p>\u76ee\u7684\uff1a\u5fae\u5206\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u5fae\u5206\u3068\u306f<\/li>\n<li>\u95a2\u6570\u306e\u5897\u6e1b<\/li>\n<li>1\u5909\u6570\u95a2\u6570\u306e\u5fae\u5206<\/li>\n<li>\u5408\u6210\u95a2\u6570\u306e\u5fae\u5206\u3068\u9023\u9396\u5f8b<\/li>\n<li>\u591a\u5909\u6570\u95a2\u6570\u306e\u504f\u5fae\u5206<\/li>\n<li>\u52fe\u914d\u6cd5\u30fb\u6700\u6025\u52fe\u914d\u6cd5<\/li>\n<\/ul>\n<h3>1.3. \u7dda\u5f62\u4ee3\u6570\u57fa\u790e<\/h3>\n<p>\u76ee\u7684\uff1a\u7dda\u5f62\u4ee3\u6570\u306e\u57fa\u790e\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u7dda\u5f62\u4ee3\u6570\u306e\u8aac\u660e<\/li>\n<li>\u30b9\u30ab\u30e9\u30fc\u3001\u30d9\u30af\u30c8\u30eb\u3001\u884c\u5217<\/li>\n<li>\u884c\u5217\u306e\u6f14\u7b97<\/li>\n<li>\u884c\u5217\u306e\u5272\u308a\u7b97(\u9006\u884c\u5217)<\/li>\n<li>\u5358\u4f4d\u884c\u5217<\/li>\n<li>\u884c\u5217\u306e\u30b5\u30a4\u30ba\u306b\u3064\u3044\u3066<\/li>\n<\/ul>\n<h3>1.4. \u7dda\u5f62\u4ee3\u6570\u4e2d\u7d1a<\/h3>\n<p>\u76ee\u7684\uff1a\u7dda\u5f62\u4ee3\u6570\u306e\u57fa\u790e\u304b\u3089\u767a\u5c55\u3057\u305f\u5185\u5bb9\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u57fa\u790e\u306e\u5fa9\u7fd2<\/li>\n<li>\u30ce\u30eb\u30e0<\/li>\n<li>\u4e3b\u6210\u5206\u5206\u6790<\/li>\n<li>\u56fa\u6709\u5024\u554f\u984c<\/li>\n<li>\u7279\u7570\u5024\u5206\u89e3<\/li>\n<\/ul>\n<h3>1.5. \u60c5\u5831\u7406\u8ad6<\/h3>\n<p>\u76ee\u7684\uff1a\u60c5\u5831\u7406\u8ad6\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u78ba\u7387\u5909\u6570<\/li>\n<li>\u671f\u5f85\u5024\u30fb\u5206\u6563\u30fb\u5171\u5206\u6563<\/li>\n<li>\u5468\u8fba\u78ba\u7387<\/li>\n<li>\u6761\u4ef6\u4ed8\u304d\u78ba\u7387\u3068\u72ec\u7acb<\/li>\n<li>\u30d9\u30a4\u30ba\u5247<\/li>\n<li>\u60c5\u5831\u91cf<\/li>\n<li>\u30b7\u30e3\u30ce\u30f3\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<\/li>\n<li>KL\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9<\/li>\n<\/ul>\n<h2>2. \u7d71\u8a08\u5b66\u30de\u30b9\u30bf\u30fc\u30b3\u30fc\u30b9<\/h2>\n<h3>2.1. \u7d71\u8a08\u5b66\u8d85\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1a\u7d71\u8a08\u5b66\u3092\u5b66\u3076\u4e0a\u3067\u306e\u5fc5\u9808\u77e5\u8b58\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u57fa\u790e\u77e5\u8b58<\/li>\n<li>\u8cea\u7684\u30c7\u30fc\u30bf\u3068\u91cf\u7684\u30c7\u30fc\u30bf<\/li>\n<li>4\u3064\u306e\u5c3a\u5ea6<\/li>\n<li>\u6bcd\u96c6\u56e3\u3068\u6a19\u672c<\/li>\n<li>\u6a19\u672c\u8abf\u67fb<\/li>\n<li>\u5b9f\u9a13\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9<\/li>\n<li>\u5b9f\u9a13\u7814\u7a76\u306e\u30c7\u30b6\u30a4\u30f3<\/li>\n<li>\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u4e09\u539f\u5247<\/li>\n<li>\u7121\u4f5c\u70ba\u62bd\u51fa<\/li>\n<li>1\u301c2\u5909\u6570\u306e\u30c7\u30fc\u30bf\u306e\u96c6\u8a08<\/li>\n<li>\u5ea6\u6570\u5206\u5e03\u8868\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3001\u7d2f\u7a4d\u5ea6\u6570<\/li>\n<li>\u30af\u30ed\u30b9\u96c6\u8a08\u8868<\/li>\n<li>1\u301c2\u5909\u6570\u306e\u30b0\u30e9\u30d5\u306e\u898b\u65b9\u30fb\u8aad\u307f\u65b9<\/li>\n<li>\u68d2\u30b0\u30e9\u30d5\u3001\u7a4d\u307f\u4e0a\u3052\u68d2\u30b0\u30e9\u30d5\u3001\u5186\u30b0\u30e9\u30d5\u3001\u8907\u5408\u30b0\u30e9\u30d5<\/li>\n<li>\u30ec\u30fc\u30c0\u30fc\u30c1\u30e3\u30fc\u30c8\u3001\u30d0\u30d6\u30eb\u30c1\u30e3\u30fc\u30c8<\/li>\n<li>\u30ed\u30a6\u30bd\u30af\u8db3<\/li>\n<li>\u6563\u5e03\u56f3\uff08\u76f8\u95a2\u56f3\uff09<\/li>\n<li>\u7dcf\u548c\u8a18\u53f7\u30b7\u30b0\u30de\u03a3<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u4ee3\u8868\u5024\u3068\u305d\u306e\u5229\u7528\u6cd5<\/li>\n<li>\u5e73\u5747\u30fb\u4e2d\u592e\u5024\u30fb\u6700\u983b\u5024<\/li>\n<li>\u305d\u308c\u305e\u308c\u306e\u4f7f\u3044\u65b9\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/li>\n<li>\u91cf\u7684\u5909\u6570\u306e\u6563\u3089\u3070\u308a\u306e\u6307\u6a19<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3001\u56db\u5206\u4f4d\u7bc4\u56f2\u3001\u7bb1\u3072\u3052\u56f3<\/li>\n<li>\u5e73\u5747\u304b\u3089\u306e\u504f\u5dee\u30fb\u5206\u6563\u3001\u6a19\u6e96\u504f\u5dee\u3001\u5909\u52d5\u4fc2\u6570<\/li>\n<li>\u5171\u5206\u6563\u3001\u76f8\u95a2\u4fc2\u6570<\/li>\n<li>\u5834\u5408\u306e\u6570\u30fb\u9806\u5217<\/li>\n<li>\u78ba\u7387\u306e\u57fa\u790e<\/li>\n<li>\u8a66\u884c\u3068\u4e8b\u8c61\u3068\u78ba\u7387<\/li>\n<li>\u7a4d\u4e8b\u8c61\u3001\u548c\u4e8b\u8c61\u3001\u4f59\u4e8b\u8c61\u3001\u6392\u53cd\u4e8b\u8c61<\/li>\n<li>\u6761\u4ef6\u4ed8\u304d\u78ba\u7387\u306e\u57fa\u790e<\/li>\n<li>\u78ba\u7387\u306e\u89e3\u91c8<\/li>\n<\/ul>\n<h3>2.2. \u7d71\u8a08\u5b66\u5165\u9580\u2460<\/h3>\n<p>\u76ee\u7684\uff1a\u7d71\u8a08\u5b66\u306e\u57fa\u790e\u7684\u306a\u77e5\u8b58\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u5e73\u5747\u3001\u5206\u6563\u3001\u6a19\u6e96\u504f\u5dee<\/li>\n<li>\u5909\u52d5\u4fc2\u6570\u3001\u4e2d\u592e\u5024\u3001\u6700\u983b\u5024<\/li>\n<li>\u56db\u5206\u4f4d\u6570\u3001\u7bc4\u56f2\u3001\u56db\u5206\u4f4d\u7bc4\u56f2\u3001\u7bb1\u3072\u3052\u56f3<\/li>\n<li>\u5171\u5206\u6563\u3001\u76f8\u95a2\u4fc2\u6570<\/li>\n<li>\u8a18\u8ff0\u7d71\u8a08\u304b\u3089\u63a8\u6e2c\u7d71\u8a08\u3078<\/li>\n<li>\u8a66\u884c\u3068\u4e8b\u8c61<\/li>\n<li>\u78ba\u7387\u30fb\u78ba\u7387\u5909\u6570\u30fb\u5909\u6570\u306e\u7a2e\u985e<\/li>\n<li>\u671f\u5f85\u5024<\/li>\n<li>\u6a19\u672c\u3068\u5206\u6563<\/li>\n<\/ul>\n<h3>2.3. \u7d71\u8a08\u5b66\u5165\u9580\u2461<\/h3>\n<p>\u76ee\u7684\uff1a\u7d71\u8a08\u5b66\u306e\u57fa\u790e\u7684\u306a\u77e5\u8b58\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u78ba\u7387\u5206\u5e03<\/li>\n<li>\u78ba\u7387\u95a2\u6570\u30fb\u5bc6\u5ea6\u95a2\u6570<\/li>\n<li>\u9023\u7d9a\u578b\uff08\u6b63\u898f\u5206\u5e03\u3001\u6307\u6570\u5206\u5e03\u3001\u4e00\u69d8\u5206\u5e03\uff09<\/li>\n<li>\u96e2\u6563\u578b\uff08\u30d9\u30eb\u30cc\u30fc\u30a4\u5206\u5e03\u3001\u4e8c\u9805\u5206\u5e03\u3001\u30dd\u30a2\u30bd\u30f3\u5206\u5e03\u3001\u5e7e\u4f55\u5206\u5e03\u3001\u30de\u30eb\u30c1\u30cc\u30fc\u30a4\u5206\u5e03\uff09<\/li>\n<li>\u4e2d\u5fc3\u6975\u9650\u5b9a\u7406<\/li>\n<li>\u4e8c\u5909\u91cf\u6b63\u898f\u5206\u5e03<\/li>\n<li>\u30d9\u30a4\u30ba\u306e\u5b9a\u7406<\/li>\n<li>\u6761\u4ef6\u4ed8\u304d\u78ba\u7387<\/li>\n<li>\u30d9\u30a4\u30ba\u306e\u5b9a\u7406\u306e\u8003\u3048\u65b9<\/li>\n<\/ul>\n<h2>3. \u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306ePython\u30de\u30b9\u30bf\u30fc\u30b3\u30fc\u30b9<\/h2>\n<h3>3.1. Python\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1aPython\u306e\u7279\u5fb4\u3092\u3057\u3063\u304b\u308a\u3068\u7406\u89e3\u3057\u3001\u57fa\u672c\u64cd\u4f5c\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>Python\u306e\u74b0\u5883\u69cb\u7bc9<\/li>\n<li>\u5909\u6570\u3068\u578b<\/li>\n<li>\u6f14\u7b97<\/li>\n<li>\u95a2\u6570<\/li>\n<li>if\u6587<\/li>\n<li>for\u6587<\/li>\n<li>CSV\u30d5\u30a1\u30a4\u30eb\u306e\u5165\u51fa\u529b<br \/>\n\u200b<\/li>\n<\/ul>\n<h3>3.2. Python\u4e2d\u7d1a<\/h3>\n<p>\u76ee\u7684\uff1aPython\u306e\u57fa\u672c\u64cd\u4f5c\u3078\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b\u3002<\/p>\n<ul>\n<li>\u591a\u91cd\u30eb\u30fc\u30d7<\/li>\n<li>\u518d\u5e30\u95a2\u6570<\/li>\n<li>\u7d44\u307f\u8fbc\u307f\u95a2\u6570<\/li>\n<li>\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n<\/ul>\n<h3>3.3. Python\u30af\u30e9\u30b9<\/h3>\n<p>\u76ee\u7684\uff1aPython\u306e\u30af\u30e9\u30b9\u306b\u3064\u3044\u3066\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b<\/p>\n<ul>\n<li>\u5c0e\u5165<\/li>\n<li>\u30af\u30e9\u30b9\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\n<ul>\n<li>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5909\u6570\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30e1\u30bd\u30c3\u30c9<\/li>\n<li>\u7279\u6b8a\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30e1\u30bd\u30c3\u30c9<\/li>\n<li>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4f7f\u3044\u65b9\u3068\u5916\u90e8\u30d5\u30a1\u30a4\u30eb<\/li>\n<\/ul>\n<\/li>\n<li>\u7d99\u627f\n<ul>\n<li>\u30aa\u30fc\u30d0\u30fc\u30e9\u30a4\u30c9<\/li>\n<li>\u7279\u6b8a\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30e1\u30bd\u30c3\u30c92<br \/>\n\u200b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>3.4. Numpy\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1aPython\u3067\u6570\u5024\u8a08\u7b97\u3092\u52b9\u7387\u7684\u306b\u884c\u3046\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u300cnumpy\u300d\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>Array\u306e\u5ba3\u8a00<\/li>\n<li>Array\u3068\u30ea\u30b9\u30c8\u306e\u5909\u63db<\/li>\n<li>\u8981\u7d20\u306e\u53c2\u7167<\/li>\n<li>Numpy\u306e\u6f14\u7b97<\/li>\n<li>Numpy\u306e\u5b9f\u7528<br \/>\n\u200b<\/li>\n<\/ul>\n<h3>3.5. \u30c7\u30fc\u30bf\u5206\u6790\u53ef\u8996\u5316\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1aPython\u3067\u30b0\u30e9\u30d5\u63cf\u753b\u3092\u884c\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u300cmatplotlib\u300d\u300cseaborn\u300d\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3068\u30b0\u30e9\u30d5\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/li>\n<li>\u6563\u5e03\u56f3\u3068\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0<\/li>\n<li>\u8907\u6570\u306e\u56f3\u3092\u30d7\u30ed\u30c3\u30c8<\/li>\n<li>\u69d8\u3005\u306a\u30b0\u30e9\u30d5\u306e\u7d39\u4ecb<\/li>\n<li>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30b0\u30e9\u30d5\u3092\u4f5c\u308b<\/li>\n<li>seaborn\u3067\u30c7\u30fc\u30bf\u540c\u58eb\u306e\u76f8\u95a2\u3092\u898b\u308b<\/li>\n<li>\u7279\u5fb4\u91cf\u3054\u3068\u306b\u8272\u5206\u3051\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30c3\u30c8<\/li>\n<li>\u5206\u6790\u306e\u7d50\u679c\u306e\u53ef\u8996\u5316<br \/>\n\u200b<\/li>\n<\/ul>\n<h3>3.6. \u30c7\u30fc\u30bf\u5206\u6790\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1aPython\u3067\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6b20\u304b\u305b\u306a\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u300cpandas\u300d\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3068\u306f<\/li>\n<li>\u30d5\u30a1\u30a4\u30eb\u306e\u5165\u51fa\u529b<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u898b\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3059\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u62bd\u51fa<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u6574\u5f62<br \/>\n\u200b<\/li>\n<\/ul>\n<h2>4. \u6a5f\u68b0\u5b66\u7fd2\u30de\u30b9\u30bf\u30fc\u30b3\u30fc\u30b9<\/h2>\n<h3>4.1. \u6a5f\u68b0\u5b66\u7fd2\u6982\u8ad6<\/h3>\n<p>\u76ee\u7684\uff1a\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u306b\u3042\u305f\u3063\u3066\u306e\u5fc5\u9808\u77e5\u8b58\u30fb\u6d41\u308c\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u306e\u6d41\u308c<\/li>\n<li>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9078\u629e\u306b\u3064\u3044\u3066<\/li>\n<li>\u8a55\u4fa1\u6307\u6a19\uff08\u5206\u985e\u30fb\u56de\u5e30\uff09<\/li>\n<li>\u691c\u8a3c\u65b9\u6cd5<\/li>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u5b9f\u8df5\uff08\u5206\u985e\u30fb\u56de\u5e30\uff09\n<ul>\n<li>\u30e2\u30c7\u30ea\u30f3\u30b0<\/li>\n<li>\u691c\u8a3c<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>4.2. \u6a5f\u68b0\u5b66\u7fd2\u6982\u8ad6\u88dc\u8db3<\/h3>\n<p>\u76ee\u7684\uff1a\u6a5f\u68b0\u5b66\u7fd2\u6982\u8ad6\u304b\u3089\u767a\u5c55\u3057\u305f\u77e5\u8b58\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/li>\n<li>\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u6700\u9069\u5316<\/li>\n<li>\u6b21\u5143\u306e\u546a\u3044<\/li>\n<\/ul>\n<h3>4.3. \u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u6982\u8ad6<\/h3>\n<p>\u76ee\u7684\uff1a\u6a5f\u68b0\u5b66\u7fd2\u306e\u6709\u540d\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u7406\u8ad6\u304b\u3089\u5b9f\u88c5\u307e\u3067\u3092\u5b66\u3076\u3002<\/p>\n<ul>\n<li>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30<\/li>\n<li>SVM\uff08\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30fc\u30f3\uff09\n<ul>\n<li>\u30cf\u30fc\u30c9\u30de\u30fc\u30b8\u30f3<\/li>\n<li>\u30bd\u30d5\u30c8\u30de\u30fc\u30b8\u30f3<\/li>\n<li>\u03bd-SVM<\/li>\n<\/ul>\n<\/li>\n<li>k\u8fd1\u508d\u6cd5<\/li>\n<li>k-means<\/li>\n<\/ul>\n<h3>4.4. \u5b9f\u7528\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u51e6\u7406\uff1a\u5206\u985e\u7de8<\/h3>\n<p>\u76ee\u7684\uff1aPython\u3067\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u304b\u3089\u4e88\u6e2c\u307e\u3067\u4e00\u9023\u306e\u6d41\u308c\u3092\u884c\u3046\u3053\u3068\u3067\u5b9f\u7528\u7684\u306b\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u57fa\u790e\u96c6\u8a08<\/li>\n<li>\u30c7\u30fc\u30bf\u524d\u51e6\u7406\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u6b21\u5143\u524a\u6e1b\uff08t-SNE\uff09<\/li>\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u691c\u8a3c\u30c7\u30fc\u30bf\u306e\u5206\u5272<\/li>\n<\/ul>\n<\/li>\n<li>\u30e2\u30c7\u30eb\u69cb\u7bc9\u3001\u5b66\u7fd2\uff08\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001XGBoost\uff09<\/li>\n<li>\u30e2\u30c7\u30eb\u8a55\u4fa1\uff08\u6df7\u540c\u884c\u5217\u3001ROC\u66f2\u7dda\u3001AUC\uff09<\/li>\n<li>\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/li>\n<li>\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\uff08\u30b0\u30ea\u30c3\u30c9\u30b5\u30fc\u30c1\uff09<br \/>\n\u200b<\/li>\n<\/ul>\n<h3>4.5. \u5b9f\u7528\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u51e6\u7406\uff1a\u56de\u5e30\u7de8<\/h3>\n<p>\u76ee\u7684\uff1aPython\u3067\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u304b\u3089\u4e88\u6e2c\u307e\u3067\u4e00\u9023\u306e\u6d41\u308c\u3092\u884c\u3046\u3053\u3068\u3067\u5b9f\u7528\u7684\u306b\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u57fa\u790e\u96c6\u8a08<\/li>\n<li>\u30c7\u30fc\u30bf\u524d\u51e6\u7406\n<ul>\n<li>\u6b20\u640d\u5024\u51e6\u7406<\/li>\n<li>\u8cea\u7684\u5909\u6570\u306e\u6570\u5024\u5316<\/li>\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u691c\u8a3c\u30c7\u30fc\u30bf\u306e\u5206\u5272<\/li>\n<\/ul>\n<\/li>\n<li>\u30e2\u30c7\u30eb\u69cb\u7bc9\u3001\u5b66\u7fd2\uff08\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\uff09<\/li>\n<li>\u30e2\u30c7\u30eb\u8a55\u4fa1\uff08\u6df7\u540c\u884c\u5217\uff09<\/li>\n<li>\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\uff08\u30b0\u30ea\u30c3\u30c9\u30b5\u30fc\u30c1\uff09<\/li>\n<\/ul>\n<h2>5. \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30de\u30b9\u30bf\u30fc\u30b3\u30fc\u30b9<\/h2>\n<h3>5.1. \u6df1\u5c64\u5b66\u7fd2\u624b\u6cd5\u4fef\u77b0<\/h3>\n<p>\u76ee\u7684\uff1a\u6df1\u5c64\u5b66\u7fd2\u306e\u6709\u540d\u306a\u624b\u6cd5\u306b\u3064\u3044\u3066\u5b66\u3076<\/p>\n<ul>\n<li>\u306f\u3058\u3081\u306b<\/li>\n<li>\u753b\u50cf\u51e6\u7406\u5206\u91ce\n<ul>\n<li>\u753b\u50cf\u8a8d\u8b58\n<ul>\n<li>ResNet<\/li>\n<li>DenseNet<\/li>\n<\/ul>\n<\/li>\n<li>\u7269\u4f53\u691c\u51fa\n<ul>\n<li>Faster R-CNN<\/li>\n<\/ul>\n<\/li>\n<li>\u753b\u50cf\u751f\u6210\n<ul>\n<li>\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5206\u91ce\n<ul>\n<li>word2vec<\/li>\n<li>seq2seq<\/li>\n<li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e2\u30c7\u30eb\u7d39\u4ecb<\/li>\n<\/ul>\n<\/li>\n<li>\u5f37\u5316\u5b66\u7fd2\n<ul>\n<li>Q\u5b66\u7fd2<\/li>\n<li>Q\u5b66\u7fd2\u306e\u5de5\u592b<\/li>\n<li>Ape-X<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>5.2. PyTorch\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1a\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u88c5\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u4eba\u6c17\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u300cPyTorch\u300d\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>PyTorch\u306e\u7279\u5fb4\u3084\u4ed6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306e\u6bd4\u8f03<\/li>\n<li>\u30e2\u30c7\u30eb\u306e\u5b9a\u7fa9\u30fb\u30ec\u30a4\u30e4\u30fc\u306b\u3064\u3044\u3066<\/li>\n<li>\u81ea\u52d5\u5fae\u5206<\/li>\n<li>\u95a2\u6570\u3068\u30ec\u30a4\u30e4\u30fc<\/li>\n<li>\u5b66\u7fd2\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u66f8\u304d\u65b9<\/li>\n<li>GPU\u306e\u5229\u7528\u3084\u305d\u306e\u4ed6\u306e\u30c6\u30af\u30cb\u30c3\u30af<\/li>\n<\/ul>\n<h3>5.3. CNN\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1a\u753b\u50cf\u8a8d\u8b58\u306a\u3069\u3067\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u300cCNN\u300d\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>CNN\u306e\u6982\u8981\u3001\u5fdc\u7528\u4f8b<\/li>\n<li>Convolution(\u7573\u307f\u8fbc\u307f)\u3068\u306f\u4f55\u304b<\/li>\n<li>\u7573\u307f\u8fbc\u307f\u5c64<\/li>\n<li>\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64<\/li>\n<li>Pytorch\u306b\u3088\u308b\u5b9f\u88c5<\/li>\n<li>\u5b9f\u88c5\u3057\u305f\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2<\/li>\n<\/ul>\n<h3>5.4. RNN\u30fbLSTM\u5165\u9580<\/h3>\n<p>\u76ee\u7684\uff1a\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406\u30fb\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3067\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u300cRNN\u30fbLSTM\u300d\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>\u7cfb\u5217\u30c7\u30fc\u30bf<\/li>\n<li>RNN\u306e\u6982\u8981\u30fb\u5fdc\u7528\u4f8b<\/li>\n<li>SimpleRNN<\/li>\n<li>LSTM<\/li>\n<li>PyTorch\u306b\u3088\u308b\u5b9f\u88c5<\/li>\n<li>RNN\u306e\u767a\u5c55<\/li>\n<\/ul>\n<h3>5.5. Seq2seq\u306b\u3088\u308b\u6a5f\u68b0\u7ffb\u8a33<\/h3>\n<p>\u76ee\u7684\uff1aRNN\u306e\u4e2d\u3067\u3082\u6a5f\u4f1a\u5bfe\u8a71\u3084\u6a5f\u68b0\u7ffb\u8a33\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u300cseq2seq\u300d\u3092\u7fd2\u5f97\u3059\u308b\u3002<\/p>\n<ul>\n<li>seq2seq\u3068\u306f\uff1f<\/li>\n<li>\u5fdc\u7528\u4e8b\u4f8b\u7d39\u4ecb<\/li>\n<li>\u7cfb\u5217\u3092\u6271\u3046\u624b\u6cd5<\/li>\n<li>\u30a8\u30f3\u30b3\u30fc\u30c0\u3068\u30c7\u30b3\u30fc\u30c0<\/li>\n<li>LSTM\u306b\u3064\u3044\u3066<\/li>\n<li>\u524d\u51e6\u7406(\u5358\u8a9e\u5206\u5272\u30fb\u8a9e\u5f59\u69cb\u7bc9)<\/li>\n<li>\u30a8\u30f3\u30b3\u30fc\u30c0\u306e\u5b9f\u88c5<\/li>\n<li>\u30c7\u30b3\u30fc\u30c0\u306e\u5b9f\u88c5<\/li>\n<li>beam-search<\/li>\n<li>\u5b66\u7fd2\u3068\u63a8\u8ad6<\/li>\n<li>\u307e\u3068\u3081<\/li>\n<li>\u6d3e\u751f\u30e2\u30c7\u30eb\u306e\u7d39\u4ecb<\/li>\n<li>attention\u30fb\u591a\u5c64\u5316\u306a\u3069<\/li>\n<li>\u53c2\u8003\u66f8\u7c4d\u30fb\u8ad6\u6587\u7d39\u4ecb<\/li>\n<\/ul>\n<h3>5.6. 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