{"id":46,"date":"2018-11-19T09:07:11","date_gmt":"2018-11-19T00:07:11","guid":{"rendered":"http:\/\/www.buk.co.jp\/blog\/wordpress\/?p=46"},"modified":"2025-10-30T14:36:40","modified_gmt":"2025-10-30T05:36:40","slug":"machinelerning","status":"publish","type":"post","link":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/2018\/11\/19\/machinelerning\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u306e\u958b\u767a\u306b\u643a\u308f\u3063\u3066\u307f\u3066"},"content":{"rendered":"<ol>\n<li>\u306f\u3058\u3081\u306b\n<div>\u3000DeepLearning\u306e\u6210\u529f\u306b\u3088\u308a\u3001<wbr \/>\u8272\u3005\u306a\u6a5f\u5668\u306bAI\u306e\u5c0e\u5165\u304c\u73fe\u5b9f\u7684\u306b\u59cb\u307e\u3063\u3066\u304d\u3066\u3044\u308b\u3002<\/div>\n<div>\u3000\u305d\u3053\u3067\u3001\u6628\u4eca\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u6a5f\u68b0\u5b66\u7fd2\uff08AI\uff09<wbr 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\/>\u6570\u7406\u7684\u306b\u5b9f\u8a3c\u6e08\u307f\u306e\u7406\u8ad6\u304c\u30e2\u30c7\u30eb\u306e\u80cc\u5f8c\u306b\u5b58\u5728\u3057\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3001\u30c7\u30fc\u30bf\u304c\u7279\u5b9a\u306e\u5f37\u56fa\u306a\u524d\u63d0\u6761\u4ef6\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5fc5\u9808\u3068\u306a\u308a\u307e<wbr \/>\u3059\u3002<\/div>\n<div>\u3000\u4e00\u65b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u3001\u300c<wbr \/>\u305f\u3068\u3048\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u306b\u95a2\u3059\u308b\u7406\u8ad6\u304c\u660e\u3089\u304b\u3067\u306f\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u7cbe\u67fb\u3059\u308c\u3070\u3001<wbr \/>\u305d\u306e\u69cb\u9020\u3092\u63a2\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u6982\u5ff5\u306b\u3082\u3068\u3065\u3044\u3066\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/div>\n<div>\u3000\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30c6\u30b9\u30c8\uff08\u691c\u5b9a\uff09\u3068\u306f\u3001<wbr \/>\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u306b\u95a2\u3059\u308b\u691c\u8a3c\u30a8\u30e9\u30fc\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u53cd\u5fa9\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3059\u308b\u5834\u5408\u304c\u591a<wbr \/>\u3044\u305f\u3081\u3001\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u304c\u5bb9\u6613\u3067\u3059\u3002<\/div>\n<div>\u3000\u78ba\u56fa\u3068\u3057\u305f\u30d1\u30bf\u30fc\u30f3\u304c\u898b\u3064\u304b\u308b\u307e\u3067\u3001<wbr \/>\u4f55\u5ea6\u3067\u3082\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/div>\n<div><\/div>\n<\/li>\n<li>\u6628\u4eca\u6a5f\u68b0\u5b66\u7fd2\u304c\u6ce8\u76ee\u3055\u308c\u308b\u306b\u81f3\u3063\u305f\u80cc\u666f\n<div>\u3000\u6a5f\u68b0\u5b66\u7fd2\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u9577\u5e74\u306b\u308f\u305f\u308a\u6570\u591a\u304f\u5b58\u5728\u3057\u3066\u304d\u307e\u3057\u305f\u304c<wbr \/>\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u8907\u96d1\u306a\u6570\u5024\u8a08\u7b97\u3092\u81ea\u52d5\u7684\u306b\u3001\u8d85\u9ad8\u901f\u3067\u3001<wbr \/>\u4f55\u5ea6\u3082\u7e70\u308a\u8fd4\u3057\u3066\u9069\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u306f\u3001\u8fd1\u5e74\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u767a\u5c55\u306e\u304a\u304b\u3052\u3067\u3059\u3002<\/div>\n<div>\u3000\u30fb\u591a\u6570\u306e\u30ec\u30a4\u30e4\u30fc\uff08\u5c64\uff09\u304c\u6df1\u304f\u91cd\u306a\u3063\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb<wbr \/>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306b\u5341\u5206\u306a\u8d85\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<wbr \/>\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30fb\u30c7\u30fc\u30bf\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3001<wbr \/>\u533b\u5e2b\u306e\u81e8\u5e8a\u30e1\u30e2\u3001\u4fdd\u967a\u8abf\u67fb\u54e1\u306e\u8a18\u9332\u306a\u3069\u306f\u3001\u305d\u3046\u3057\u305f\u30c7\u30fc\u30bf\u306e\u3054\u304f\u4e00\u90e8\u3067\u3059\u3002<\/div>\n<div>\u3000\u30fb\u5206\u6563\u30af\u30e9\u30a6\u30c9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304a\u3088\u3073GPU\uff08<wbr \/>Graphics Processing Unit\uff09\u3068\u3044\u30462\u3064\u306e\u9818\u57df\u306b\u304a\u3051\u308b\u767a\u5c55\u306e\u304a\u304b\u3052\u3067\u3001<wbr \/>\u4fe1\u3058\u3089\u308c\u306a\u3044\u307b\u3069\u9ad8\u5ea6\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d1\u30ef\u30fc\u3092\u81ea\u5728\u306b\u64cd\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30fb<wbr \/>\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b66\u7fd2\u306b\u306f\u3001\u3053\u308c\u3089\u3092\u6700\u5927\u9650\u6d3b\u7528\u3057\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d1\u30ef\u30fc\u304c\u5fc5\u8981\u3067\u3059\u3002<\/div>\n<div><\/div>\n<div><\/div>\n<\/li>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\n<div>\u3000\u3010\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3011<\/div>\n<div>\u3000\u3010\u6c7a\u5b9a\u6728\u3011<\/div>\n<div>\u3000\u3010\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3011<\/div>\n<div>\u3000\u3010\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u3068\u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u767a\u898b\u3011<\/div>\n<div>\u3000\u3010\u52fe\u914d\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\u3068\u30d0\u30ae\u30f3\u30b0\u3011<\/div>\n<div>\u3000\u3010\u30b5\u30dd\u30fc\u30c8\u30fb\u30d9\u30af\u30bf\u30fc\u30fb\u30de\u30b7\u30f3\uff08SVM\uff09\u3011<\/div>\n<div>\u3000\u3010\u8fd1\u508d\u6cd5\u30de\u30c3\u30d4\u30f3\u30b0\u3011<\/div>\n<div>\u3000\u3010k\u5e73\u5747\u6cd5\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3011<\/div>\n<div>\u3000\u3010\u81ea\u5df1\u7d44\u7e54\u5316\u30de\u30c3\u30d7\uff08SOM\uff09\u3011<\/div>\n<div>\u3000\u3010\u5c40\u6240\u63a2\u7d22\u6700\u9069\u5316\u624b\u6cd5\uff08\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\uff09\u3011<\/div>\n<div>\u3000\u3010\u671f\u5f85\u5024\u6700\u5927\u5316\u6cd5\u3011<\/div>\n<div>\u3000\u3010\u591a\u5909\u91cf\u9069\u5fdc\u578b\u56de\u5e30\u30b9\u30d7\u30e9\u30a4\u30f3\u6cd5\u3011<\/div>\n<div>\u3000\u3010\u30d9\u30a4\u30b8\u30a2\u30f3\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3011<\/div>\n<div>\u3000\u3010\u30ab\u30fc\u30cd\u30eb\u5bc6\u5ea6\u63a8\u5b9a\u3011<\/div>\n<div>\u3000\u3010\u4e3b\u6210\u5206\u5206\u6790\u3011<\/div>\n<div>\u3000\u3010\u7279\u7570\u5024\u5206\u89e3\u3011<\/div>\n<div>\u3000\u3010\u30ac\u30a6\u30b9\u6df7\u5408\u30e2\u30c7\u30eb\u3011<\/div>\n<div>\u3000\u3010\u9010\u6b21\u7684\u30ab\u30d0\u30fc\u30ea\u30f3\u30b0\u30fb\u30eb\u30fc\u30eb\u306e\u69cb\u7bc9\u3011<\/div>\n<div><\/div>\n<div><\/div>\n<\/li>\n<li>\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08DeepLearning\uff09\n<div><span style=\"font-size: 1rem;\">\u3000\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u5165\u529b\u5c64\u3001\u51fa\u529b\u5c64\u3001<\/span><wbr style=\"font-size: 1rem;\" \/><span style=\"font-size: 1rem;\">\u96a0\u308c\u5c64\u304b\u3089\u69cb\u6210\u3055\u308c\u3001\u5c64\u3068\u5c64\u306e\u9593\u306b\u306f\u3001\u30cb\u30e5\u30fc\u30ed\u30f3\u540c\u58eb\u306e<\/span>\u3064\u306a\u304c\u308a\u306e\u5f37\u3055\u3092\u793a\u3059\u91cd\u307f\u300cW\u300d\u304c\u3042\u308b\u3002<\/div>\n<div>\u3000\u300c<wbr \/>\u4eba\u9593\u306e\u8133\u306e\u4e2d\u306b\u3042\u308b\u30cb\u30e5\u30fc\u30ed\u30f3\u306f\u96fb\u6c17\u4fe1\u53f7\u3068\u3057\u3066\u60c5\u5831\u4f1d\u9054\u3092\u884c\u3044\u307e<wbr \/>\u3059\u3002\u305d\u306e\u969b\u306b\u30b7\u30ca\u30d7\u30b9\u306e\u7d50\u5408\u5f37\u5ea6\uff08\u3064\u306a\u304c\u308a\u306e\u5f37\u3055\uff09\u306b\u3088\u3063\u3066\u3001<wbr 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\/>\u304d\u51fa\u3059\u3002<\/div>\n<div>\u3000\u91cd\u307fW1\u304a\u3088\u3073W2\u306e\u5024\u306b\u3088\u3063\u3066\u51fa\u529b\u7d50\u679c\u306f\u7570\u306a\u3063\u3066\u304f\u308b\u3002<\/div>\n<div>\u3000\u300c\u305f\u3068\u3048\u3070\u3001z1\u304c0.8\u3068\u3044\u3046\u51fa\u529b\u306b\u306a\u3063\u305f\u3068\u3057\u307e\u3059\u3002<wbr \/>\u3057\u304b\u3057\u672c\u5f53\u306fz1\u306e\u51fa\u529b\u30920.5\u306b\u3057\u305f\u3044\u5834\u5408\u3001\u4e00\u4f53\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u306e\u7d50\u679c\u306b\u8fd1\u3065\u3051\u308b\u305f\u3081\u306b\u3001<wbr \/>\u91cd\u307f\u306eW1\u3068W2\u3092\u8abf\u6574\u3057\u3066\u3044\u3051\u3070\u3088\u3044\u306e\u3067\u3059\u300d<\/div>\n<div><\/div>\n<div>\u3000\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b66\u7fd2\u3067\u306f\u3001<wbr \/>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5165\u529b\u5c64\u306b\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u91cd\u307f\u3092\u304b\u3051\u3066\u51fa<wbr \/>\u529b\u3059\u308b\u3068\u3044\u3046\u64cd\u4f5c\u3092\u6700\u7d42\u5c64\u307e\u3067N\u56de\u7e70\u308a\u8fd4\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u30d5\u30a9\u30ef\u30fc\u30c9\u30fb<wbr \/>\u30d7\u30ed\u30d1\u30b2\u30fc\u30b7\u30e7\u30f3\u3068\u547c\u3073\u307e\u3059\u300d\uff08\u6751\u4e0a\u6c0f\uff09<\/div>\n<div>\u3000\u521d\u671f\u6bb5\u968e\u3067\u306f\u3001\u3059\u3050\u306b\u671f\u5f85\u3057\u305f\u901a\u308a\u306e\u7b54\u3048\u306f\u51fa\u529b\u3055\u308c\u306a\u3044\u305f\u3081\u3001<wbr \/>\u6b63\u89e3\u30e9\u30d9\u30eb\u3068\u51fa\u529b\u5024\u306e\u8aa4\u5dee\u3092\u3068\u308a\u3001\u8aa4\u5dee\u3092\u5404\u5c64\u306b\u4f1d\u64ad\u3055\u305b\u3066\u6b63\u89e3\u5024\u306b\u8fd1\u4ed8\u304f\u3088\u3046\u306b\u5404\u5c64\u306e\u91cd\u307f\u3092\u8abf\u6574\u3059<wbr \/>\u308b\u3002\u3053\u306e\u8aa4\u5dee\u3092\u9006\u4f1d\u64ad\u3055\u305b\u308b\u4e8b\u3092<\/div>\n<div>\u3000\u300cBack Propagation\uff08\u30d0\u30c3\u30af\u30d7\u30ed\u30d1\u30b2\u30fc\u30b7\u30e7\u30f3\uff09\u300d\u3068\u547c\u3076\u3002<wbr \/>\u3053\u308c\u304c\u8aa4\u5dee\u9006\u4f1d\u64ad\u6cd5\u306e\u4ed5\u7d44\u307f\u3060\u3002<\/div>\n<div><\/div>\n<div><\/div>\n<\/li>\n<li>\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(<wbr \/>Convolutional Neural Network,\u4ee5\u4e0b CNN)\n<div>\u3000(1)CNN\u306e\u5b9a\u7fa9<\/div>\n<div>\u3000\u3000\u30fb\u5165\u529b\u5c64<\/div>\n<div>\u3000\u3000\u3000\u3000\u7279\u5fb4(\u6b21\u5143\u6570)\u5206\u306e\u5165\u529b\u30c7\u30fc\u30bf<\/div>\n<div>\u3000\u3000\u30fb\u96a0\u308c\u5c64<\/div>\n<div>\u3000\u3000\u3000\uff1e\u57cb\u3081\u8fbc\u307f\u5c64<\/div>\n<div>\u3000\u3000\u3000\uff1e\u7573\u307f\u8fbc\u307f\u5c64<\/div>\n<div>\u3000\u3000\u3000\u3000\u3000Relu\uff08<wbr \/>\u6700\u65b0\u306e\u30e2\u30c7\u30eb\u3067\u3082\u6a19\u6e96\u7684\u306a\u6d3b\u6027\u5316\u95a2\u6570\u3068\u3057\u3066\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\uff09<wbr \/>\u306a\u3069<\/div>\n<div>\u3000\u3000\u3000\uff1e\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64<\/div>\n<div>\u3000\u3000\u3000\u3000\u3000MaxPooling\u306a\u3069<\/div>\n<div>\u3000\u3000\u3000\uff1e\u5168\u7d50\u5408\u5c64<\/div>\n<div>\u3000\u3000\u30fb\u51fa\u529b\u5c64<\/div>\n<div>\u3000\u3000\u3000\u30001\u30e6\u30cb\u30c3\u30c8\u3067\u56de\u5e30\u3001\u591a\u5024\u5206\u985e\uff1aSoftmax\u95a2\u6570<\/div>\n<div>\u3000(2) \u76ee\u7684\u95a2\u6570\u306e\u5b9a\u7fa9<\/div>\n<div>\u3000\u3000\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b66\u7fd2\u306f\u3001<wbr \/>\u5b66\u7fd2\u6642\u306b\u51fa\u529b\u5c64\u304b\u3089\u51fa\u529b\u3055\u308c\u308b\u78ba\u7387\u5024\u3068\u6559\u5e2b\u30e9\u30d9\u30eb\u306b\u5c5e\u3059\u308b\u78ba\u7387\u5024<wbr \/>\u3092\u5927\u304d\u304f\u3059\u308b\u3088\u3046\u306b\u91cd\u307f\u3092\u5b66\u7fd2\u3059\u308b\u3002<wbr \/>\u305d\u306e\u6307\u6a19\u3068\u306a\u308b\u306e\u304c\u76ee\u7684\u95a2\u6570\u3067\u3042\u308b\u3002<\/div>\n<div>\u3000(3) \u30c7\u30fc\u30bf\u306e\u5b66\u7fd2\uff08\uff08\u8aa4\u5dee\u9006\u4f1d\u64ad(\u30d0\u30c3\u30af\u30d7\u30ed\u30d0\u30b2\u30fc\u30b7\u30e7\u30f3)\uff09\uff09<\/div>\n<div>\u3000\u3000\u76ee\u7684\u95a2\u6570\u306e\u5fae\u5206\u306b\u3088\u308b\u52fe\u914d\u3092\u5229\u7528\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u5f93\u3063\u3066\u76ee\u7684\u95a2<wbr \/>\u6570\u306e\u5024\u3092\u6700\u5c0f\u5316\u3059\u308b\u3002<\/div>\n<div>\u3000\u3000\uff1e2\u4e57\u8aa4\u5dee<\/div>\n<div>\u3000\u3000\uff1e\u30af\u30ed\u30b9\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<\/div>\n<div>\u3000\u3000\uff1e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<\/div>\n<div><\/div>\n<\/li>\n<\/ol>\n<div>\u53c2\u8003\u6587\u732e<\/div>\n<div>\u30fb<a href=\"https:\/\/www.sas.com\/ja_jp\/insights\/analytics\/machine-learning.html\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.sas.com\/ja_jp\/insights\/analytics\/machine-learning.html&amp;source=gmail&amp;ust=1541291608450000&amp;usg=AFQjCNF1vJvQyl8XPcLDRfmodiEercdulA\">https:\/\/www.sas.com\/ja_jp\/<wbr \/>insights\/analytics\/machine-<wbr \/>learning.html<\/a><\/div>\n<div>\u30fb<a href=\"https:\/\/www.sas.com\/ja_jp\/insights\/analytics\/deep-learning.html\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.sas.com\/ja_jp\/insights\/analytics\/deep-learning.html&amp;source=gmail&amp;ust=1541291608450000&amp;usg=AFQjCNFp3DT5JNEPhqZC4yRy2EJ9PSljlQ\">https:\/\/www.sas.com\/ja_jp\/<wbr \/>insights\/analytics\/deep-<wbr \/>learning.html<\/a><\/div>\n<div>\u30fb<a href=\"https:\/\/www.sbbit.jp\/article\/cont1\/33345\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.sbbit.jp\/article\/cont1\/33345&amp;source=gmail&amp;ust=1541291608450000&amp;usg=AFQjCNFk6GXyW5SWUpaChrak28kt7-3WYA\">https:\/\/www.sbbit.jp\/article\/<wbr \/>cont1\/33345<\/a><\/div>\n<div>\u30fb<a href=\"http:\/\/blog.keisukeinoue.net\/archives\/1064266664.html#emb\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=http:\/\/blog.keisukeinoue.net\/archives\/1064266664.html%23emb&amp;source=gmail&amp;ust=1541291608450000&amp;usg=AFQjCNFcQPEy9sCShvu57mbt5VnVUoXfDA\">http:\/\/blog.keisukeinoue.net\/<wbr \/>archives\/1064266664.html#emb<\/a><\/div>\n<div>\u30fb<a href=\"https:\/\/dev.classmethod.jp\/machine-learning\/nn-3-calc\/\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/dev.classmethod.jp\/machine-learning\/nn-3-calc\/&amp;source=gmail&amp;ust=1541291608450000&amp;usg=AFQjCNFJNogbGxQgBQyegSggOv-GLdTymA\">https:\/\/dev.classmethod.jp\/<wbr \/>machine-learning\/nn-3-calc\/<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u3000DeepLearning\u306e\u6210\u529f\u306b\u3088\u308a\u3001\u8272\u3005\u306a\u6a5f\u5668\u306bAI\u306e\u5c0e\u5165\u304c\u73fe\u5b9f\u7684\u306b\u59cb\u307e\u3063\u3066\u304d\u3066\u3044\u308b\u3002 \u3000\u305d\u3053\u3067\u3001\u6628\u4eca\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u6a5f\u68b0\u5b66\u7fd2\uff08AI\uff09\u306e\u5b9f\u88c5\u30ec\u30d9\u30eb\u306e\u5165\u9580\u7684\u7d22\u5f15\u3068\u306a\u308b\u69d8\u306a\u60c5\u5831\u3092\u307e\u3068\u3081\u308b\u3002 \u6a5f\u68b0\u5b66\u7fd2\u3068\u306f \u3000\u6a5f\u68b0\u5b66 &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/2018\/11\/19\/machinelerning\/\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u6a5f\u68b0\u5b66\u7fd2\u306e\u958b\u767a\u306b\u643a\u308f\u3063\u3066\u307f\u3066&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-46","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/papwHq-K","_links":{"self":[{"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/posts\/46","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/comments?post=46"}],"version-history":[{"count":15,"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/posts\/46\/revisions"}],"predecessor-version":[{"id":61,"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/posts\/46\/revisions\/61"}],"wp:attachment":[{"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/media?parent=46"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/categories?post=46"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.buk.co.jp\/blog\/wordpress\/index.php\/wp-json\/wp\/v2\/tags?post=46"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}