{"id":2773,"date":"2016-12-20T03:32:19","date_gmt":"2016-12-20T03:32:19","guid":{"rendered":"https:\/\/mm-lab.jp\/?p=2773"},"modified":"2019-12-23T07:44:50","modified_gmt":"2019-12-23T07:44:50","slug":"%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%82%84%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%e3%82%92%e4%bb%8a%e5%b9%b4%e3%81%93%e3%81%9d%e3%81%97%e3%81%a3%e3%81%8b%e3%82%8a%e5%8b%89%e5%bc%b7%e3%81%97%e3%81%9f","status":"publish","type":"post","link":"https:\/\/mm-lab.jp\/books\/to_learn_machine_learning_and_artificial_intelligence_firmly_this_year\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u3084\u4eba\u5de5\u77e5\u80fd\u3092\u4eca\u5e74\u3053\u305d\u3057\u3063\u304b\u308a\u52c9\u5f37\u3057\u305f\u3044\u3068\u6c7a\u610f\u3059\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u30aa\u30b9\u30b9\u30e1\u306a10\u518a"},"content":{"rendered":"<div class=\"featured-image\"><\/div>\n<div class=\"entry-content 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decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3395\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/51OpPUEVsoL._SL160_.jpg\" alt=\"\" width=\"113\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u4eba\u5de5\u77e5\u80fd\u3068\u306f (\u76e3\u4fee:\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a)<\/dt>\n<dd>\u677e\u5c3e \u8c4a \u4e2d\u5cf6 \u79c0\u4e4b \u897f\u7530 \u8c4a\u660e \u6e9d\u53e3 \u7406\u4e00\u90ce \u9577\u5c3e \u771f \u5800 \u6d69\u4e00 \u6d45\u7530 \u7a14 \u677e\u539f \u4ec1 \u6b66\u7530 \u82f1\u660e \u6c60\u4e0a \u9ad8\u5fd7 \u5c71\u53e3 \u9ad8\u5e73 \u5c71\u5ddd \u5b8f \u6817\u539f \u8061<\/dd>\n<dd>\u8fd1\u4ee3\u79d1\u5b66\u793e 2016-05-30<\/dd>\n<\/dl>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u4eba\u5de5\u77e5\u80fd\u5206\u91ce\u3067\u6700\u5148\u7aef\u306e\u7814\u7a76\u3092\u884c\u3046\u7814\u7a76\u800513\u4eba\u306b\u3088\u308b\u300c\u4eba\u5de5\u77e5\u80fd\u3068\u306f\u4f55\u304b\uff1f\u300d\u3068\u3044\u3046\u57fa\u672c\u7684\u306a\u89e3\u8aac\u3068\u3001\u5404\u7814\u7a76\u8005\u306e\u7814\u7a76\u5185\u5bb9\u304c\u7db2\u7f85\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001<strong><u>\u5927\u5b66\u306e\u30ea\u30ec\u30fc\u8b1b\u7fa9\u3092\u53d7\u3051\u3066\u3044\u308b\u3088\u3046\u306a\u611f\u899a<\/u><\/strong>\u3092\u53d7\u3051\u307e\u3059\u3002<\/p>\n<p>\u9762\u767d\u3044\u306e\u306f\u300c\u201d\u4eba\u5de5\u77e5\u80fd\u201d\u306b\u5b66\u8853\u7684\u306a\u5b9a\u7fa9\u304c\u7121\u3044\u300d\u3053\u3068\u3060\u3068\u601d\u3046\u306e\u3067\u3059\u3002\u305d\u3082\u305d\u3082\u5148\u751f\u306e\u9593\u3067\u300c\u77e5\u80fd\u300d\u306e\u5b9a\u7fa9\u304c\u9055\u3046\u306e\u3067\u3059\u3002\u305d\u306e\u8fba\u306e\u8a73\u7d30\u3082\u3053\u306e\u672c\u3092\u8aad\u3081\u3070\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u5408\u308f\u305b\u3066\u8aad\u307f\u305f\u30442\u518a\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u4eba\u72fc\u77e5\u80fd \u3060\u307e\u3059\u30fb\u898b\u7834\u308b\u30fb\u8aac\u5f97\u3059\u308b\u4eba\u5de5\u77e5\u80fd<\/dt>\n<dd>\u9ce5\u6d77 \u4e0d\u4e8c\u592b \u7247\u4e0a \u5927\u8f14 \u5927\u6fa4 \u535a\u9686 \u7a32\u8449 \u901a\u5c06 \u7be0\u7530 \u5b5d\u7950 \u72e9\u91ce \u82b3\u4f38<\/dd>\n<dd>\u68ee\u5317\u51fa\u7248 2016-08-18<\/dd>\n<\/dl>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u30b2\u30fc\u30e0\u300c\u4eba\u72fc\u300d\u306e\u5bfe\u6226\u76f8\u624b\u304c\u4eba\u5de5\u77e5\u80fd\u3060\u3063\u305f\u3089\u2026\u3068\u3044\u3046\u767a\u60f3\u3067\u8a95\u751f\u3057\u305f\u4eba\u72fc\u77e5\u80fd\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff08WEB\u30b5\u30a4\u30c8\u306f<u>\u30b3\u30c1\u30e9<\/u>\u3067\u3059\uff09\u3002<\/p>\n<p>\u3053\u308c\u307e\u3067\u306e\u7814\u7a76\u904e\u7a0b\u3084\u3001\u5177\u4f53\u7684\u306a\u691c\u8a3c\u5185\u5bb9\u304c\u767a\u8868\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>2013\u5e74\u306b\u5c06\u68cb\u306e\u4e16\u754c\u3067\u30012016\u5e74\u306b\u56f2\u7881\u306e\u4e16\u754c\u3067\u3001\u305d\u308c\u305e\u308c\u4eba\u5de5\u77e5\u80fd\u304c\u4eba\u9593\u306b\u52dd\u5229\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3057\u304b\u3057\u300c\u4eba\u72fc\u300d\u306f\u300c\u9a19\u3059\u300d\u3068\u3044\u3046\u5fc3\u7406\u6226\u3067\u3059\u3002\u3061\u3087\u3063\u3068\u6bdb\u4e26\u307f\u304c\u9055\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eba\u306b\u9a19\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u4eba\u3092\u9a19\u3059\u3002<strong><u>\u3044\u308f\u3086\u308b\u300c\u4eba\u9593\u5473\u300d\u304c\u8ffd\u6c42\u3055\u308c\u308b\u306e\u3067\u3059\u304c\u3001\u3055\u3066\u300c\u4eba\u9593\u3089\u3057\u3055\u300d\u3063\u3066\u4f55\u3060\u308d\u3046\uff1f<\/u><\/strong>\u3068\u8003\u3048\u3055\u305b\u3089\u308c\u308b1\u518a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3396\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/518zZpNqbL._SL160_.jpg\" alt=\"\" width=\"113\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u4eba\u5de5\u77e5\u80fd\u306e\u4f5c\u308a\u65b9 \u2015\u2015\u300c\u304a\u3082\u3057\u308d\u3044\u300d\u30b2\u30fc\u30e0AI\u306f\u3044\u304b\u306b\u3057\u3066\u52d5\u304f\u306e\u304b<\/dt>\n<dd>\u4e09\u5b85 \u967d\u4e00\u90ce<\/dd>\n<dd>\u6280\u8853\u8a55\u8ad6\u793e 2016-12-06<\/dd>\n<\/dl>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u30b9\u30af\u30a6\u30a7\u30a2\u30fb\u30a8\u30cb\u30c3\u30af\u30b9\u306eAI\u6280\u8853\u3092\u727d\u5f15\u3059\u308b\u4e09\u5b85\u3055\u3093\u306e\u66f8\u304b\u308c\u305f1\u518a\u3067\u3059\u3002<\/p>\n<p>\u3059\u3067\u306bFF15\u3067\u306f\u4e3b\u4eba\u516c\u4ee5\u5916\u306e3\u540d\u304c\u5168\u304f\u3082\u3063\u3066\u610f\u5473\u4e0d\u660e\u306a\u52d5\u304d\u3092\u3057\u305f\u308a\u3001\u58c1\u3092\u900f\u3051\u305f\u308a\u3001Twitter\u4e0a\u3067\u8272\u3093\u306a\u4e0d\u5177\u5408\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3069\u3046\u304b\u305d\u3046\u3057\u305f\u4e0d\u5177\u5408\u3092\u898b\u308b\u524d\u306b\u8aad\u3093\u3067\u6b32\u3057\u30441\u518a\u3067\u3059\u3002<\/p>\n<p><strong><u>\u611f\u60c5\u79fb\u5165\u306e\u3057\u3084\u3059\u3055\u2252\u30b2\u30fc\u30e0AI\u3068\u3057\u3066\u6349\u3048\u308b\u3068\u3001\u5fc5\u305a\u3057\u3082\u77e5\u80fd\u306e\u8ffd\u6c42\u306f\u4eba\u9593\u3089\u3057\u3055\u306e\u8ffd\u6c42\u3067\u306f\u7121\u3044<\/u><\/strong>\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eba\u9593\u3089\u3057\u3055\u306e\u8ffd\u6c42\u3068\u3001\u611f\u60c5\u79fb\u5165\u306e\u3057\u3084\u3059\u3055\u306e\u8ffd\u6c42\u3002\u3053\u306e\u76ee\u7684\u304c\u9055\u30462\u3064\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u3001\u305d\u308c\u305e\u308c\u300c\u4eba\u5de5\u77e5\u80fd\u300d\u3068\u3044\u3046\u624b\u6bb5\u3092\u3069\u306e\u3088\u3046\u306b\u4f7f\u3063\u3066\u3044\u308b\u304b\u77e5\u308b\u306e\u306f\u9762\u767d\u3044\u3067\u3059\u3088\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u300c\u6df1\u5c64\u5b66\u7fd2\u300d\u306e\u6982\u8981\u3092\u77e5\u308a\u305f\u3044\uff01<\/h4>\n<p>\u4eba\u5de5\u77e5\u80fd\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u7406\u7531\u306b\u300c\u6df1\u5c64\u5b66\u7fd2\uff08\u30c7\u30a3\u30fc\u30d7\u30fb\u30e9\u30fc\u30cb\u30f3\u30b0\uff09\u300d\u306e\u767a\u5c55\u304c\u4e0a\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001\u6982\u5ff5\u3092\u77e5\u308b\u305f\u3081\u306b\u8aad\u3080\u3079\u304d2\u518a\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3397\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/51Lau4zUcL._SL160_.jpg\" alt=\"\" width=\"113\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u6df1\u5c64\u5b66\u7fd2 Deep Learning (\u76e3\u4fee:\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a)<\/dt>\n<dd>\u9ebb\u751f \u82f1\u6a39 \u5b89\u7530 \u5b97\u6a39 \u524d\u7530 \u65b0\u4e00 \u5ca1\u91ce\u539f \u5927\u8f14 \u5ca1\u8c37 \u8cb4\u4e4b \u4e45\u4fdd \u967d\u592a\u90ce \u30dc\u30ec\u30ac\u30e9 \u30c0\u30cc\u30b7\u30ab \u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a<\/dd>\n<dd>\u8fd1\u4ee3\u79d1\u5b66\u793e 2015-11-05<\/dd>\n<\/dl>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u4e00\u756a\u6700\u521d\u306b\u7d39\u4ecb\u3057\u305f\u300c\u4eba\u5de5\u77e5\u80fd\u300d\u3068\u540c\u3058\u304f\u3001\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u8a8c\u3067\u306e\u9023\u8f09\u304c1\u518a\u306e\u672c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u57fa\u672c\u7684\u306a\u8003\u3048\u304b\u3089\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3078\u306e\u5fdc\u7528\u306e\u8003\u3048\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u3044\u3056\u6df1\u5c64\u5b66\u7fd2\u306b\u53d6\u308a\u7d44\u3080\u3068\u304d\u306b\u307e\u305a\u306f\u8a08\u7b97\u5f0f\u304b\u3089\u7406\u89e3\u3057\u3066\u304a\u304d\u305f\u3044\u3001\u3068\u3044\u3046\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u8cb7\u3046\u3079\u304d1\u518a\u304b\u306a\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b\u3001<strong><u>\u6570\u2161\uff22\u4ee5\u964d\u306e\u6570\u5b66\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u308b\u5185\u5bb9\u306a\u306e\u3067\u3001\u6587\u7cfb\u3060\u3088\u30fc\u3063\u3066\u4eba\u304c\u624b\u3092\u53d6\u3063\u3066\u3082\u3001\u305d\u306e\u30cf\u30fc\u30c9\u30eb\u306e\u9ad8\u3055\u306b\u5fc3\u304c\u632b\u3051\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059<\/u><\/strong>\u3002<\/p>\n<p>\u307e\u305f\u3001\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u624b\u3092\u52d5\u304b\u3057\u3066\u899a\u3048\u308b\u6d3e\u306f\u8aad\u3093\u3067\u3082\u300c\u306a\u3093\u304b\u9055\u3046\u300d\u3068\u601d\u3044\u307e\u3059\u3002\u306e\u3067\u5f8c\u534a\u306b\u7d39\u4ecb\u3059\u308b\u672c\u3092\u624b\u306b\u3068\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3398\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/51Hee25zzrL._SL160_.jpg\" alt=\"\" width=\"113\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u9032\u5316\u8a08\u7b97\u3068\u6df1\u5c64\u5b66\u7fd2 -\u5275\u767a\u3059\u308b\u77e5\u80fd\u2015<\/dt>\n<dd>\u4f0a\u5ead\u6589\u5fd7<\/dd>\n<dd>\u30aa\u30fc\u30e0\u793e 2015-10-21<\/dd>\n<\/dl>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u300c\u9032\u5316\u8a08\u7b97\u300d\u3068\u3044\u3046\u7d44\u307f\u5408\u308f\u305b\u6700\u9069\u5316\u554f\u984c\u306e\u8a71\u3068\u300c\u6df1\u5c64\u5b66\u7fd2\u300d\u306e\u8a71\u304c\u30bb\u30c3\u30c8\u306b\u306a\u3063\u305f1\u518a\u3067\u3059\u3002<\/p>\n<p>\u306f\u3063\u304d\u308a\u8a00\u3063\u3066\u304b\u306a\u308a\u96e3\u3057\u30441\u518a\u306a\u306e\u3067\u3059\u304c\u3001\u5148\u306b\u7d39\u4ecb\u3057\u305f1\u518a\u3068\u5408\u308f\u305b\u3066\u8aad\u3081\u3070\u3001\u307e\u305a\u306f\u6982\u5ff5\u306f\u7406\u89e3\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b\u5168\u3066\u3092\u7406\u89e3\u3057\u3088\u3046\u3068\u8aad\u307f\u9032\u3081\u308b\u3068\u306a\u308b\u3068\u3001\u6700\u521d\u306e30\u30da\u30fc\u30b8\u3067\u632b\u6298\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3001\u8a08\u7b97\u5f0f\u306f\u3059\u3063\u98db\u3070\u3057\u3066\u3001\u305d\u3046\u3044\u3046\u8003\u3048\u65b9\u3092\u3059\u308b\u306e\u304b\u30fc\u7a0b\u5ea6\u306e\u7406\u89e3\u306e\u307b\u3046\u304c\u826f\u3044\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u3066\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u3092\u7406\u89e3\u3059\u308b<\/h4>\n<p>\u30b3\u30fc\u30c9\u66f8\u304d\u306a\u304c\u3089\u7406\u89e3\u3057\u305f\u3044\u6d3e\u306b\u30aa\u30b9\u30b9\u30e1\u306a\u306e\u304c\u6b21\u306e3\u518a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3399\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/61kYbes17OL._SL160_.jpg\" alt=\"\" width=\"113\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8aad\u672c \u6a5f\u68b0\u5b66\u7fd2\u5165\u9580\u7de8 (Software Design plus)<\/dt>\n<dd>\u6bd4\u6238 \u5c06\u5e73 \u99ac\u5834 \u96ea\u4e43 \u91cc \u6d0b\u5e73 \u6238\u5d8b \u9f8d\u54c9 \u5f97\u5c45 \u8aa0\u4e5f \u798f\u5cf6 \u771f\u592a\u6717 \u52a0\u85e4 \u516c\u4e00 \u95a2 \u559c\u53f2 \u963f\u90e8 \u53b3 \u718a\u5d0e \u5b8f\u6a39<\/dd>\n<dd>\u6280\u8853\u8a55\u8ad6\u793e 2015-09-10<\/dd>\n<\/dl>\n<\/div>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3400\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/512ru2i5gyL._SL160_.jpg\" alt=\"\" width=\"113\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u30bc\u30ed\u304b\u3089\u4f5c\u308bDeep Learning \u2015Python\u3067\u5b66\u3076\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7406\u8ad6\u3068\u5b9f\u88c5<\/dt>\n<dd>\u658e\u85e4 \u5eb7\u6bc5<\/dd>\n<dd>\u30aa\u30e9\u30a4\u30ea\u30fc\u30b8\u30e3\u30d1\u30f3 2016-09-24<\/dd>\n<\/dl>\n<\/div>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3401\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/51oDXquyAsL._SL160_.jpg\" alt=\"\" width=\"124\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">TensorFlow\u3067\u5b66\u3076\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5165\u9580 ~\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5fb9\u5e95\u89e3\u8aac~<\/dt>\n<dd>\u4e2d\u4e95 \u60a6\u53f8<\/dd>\n<dd>\u30de\u30a4\u30ca\u30d3\u51fa\u7248 2016-09-27<\/dd>\n<\/dl>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u30b3\u30fc\u30c9\u66f8\u3044\u3066\u307f\u305f\u3044\uff01\u3063\u3066\u65b9\u306f\u3001\u5358\u7d14\u306b\u201dHello, World!\u201d\u304c\u8868\u793a\u3055\u308c\u308c\u3070OK\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306b\u753b\u50cf\u8a8d\u8b58\u3057\u3066\u307f\u305f\u3044\u3060\u308d\u3046\u3057\u3001\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u306e\u5a01\u529b\u3092\u4f53\u611f\u3057\u305f\u3044\u3060\u308d\u3046\u3057\u3001\u306a\u308b\u3079\u304f\u5b9f\u52d9\u306b\u4f7f\u3046\u3053\u3068\u3092\u60f3\u5b9a\u3057\u305f\u3044\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u7d39\u4ecb\u3059\u308b3\u518a\u306f\u3001\u5b9f\u52d9\u5bc4\u308a\u3068\u3044\u3046\u304b\u3001\u4e8b\u4f8b\u304c\u5b9f\u52d9\u3067\u3042\u308b\u5834\u5408\u304c\u591a\u3044\u306e\u3067\u3001<strong><u>\u81ea\u5206\u306e\u3084\u3063\u3066\u3044\u308b\u30d3\u30b8\u30cd\u30b9\u306b\u7f6e\u304d\u63db\u3048\u3084\u3059\u3044\u306e\u3067\u306f\u306a\u3044\u304b<\/u><\/strong>\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u3044\u3048\u3070TensorFlow\u306a\u306e\u304b\uff1f\u3068\u805e\u304b\u308c\u308b\u3068\u305d\u306e\u4ed6\u3082\u3042\u308a\u307e\u3059\u3057\u3001caffe\u3068\u304b\u6319\u3052\u307e\u3059\u304c\u3001\u6240\u9577\u306f\u74b0\u5883\u69cb\u7bc9\u3067\u65ad\u5ff5\u3057\u305f\u6d3e\u3067\u3042\u308a\u307e\u3059\uff086\u6642\u9593\u304b\u304b\u3063\u305f\u3088\uff01\uff09\u3002Qiita\u3068\u304b\u3067\u3082\u300c\u6642\u9593\u304c\u304b\u304b\u308b\u300d\u300c\u8e93\u304d\u3084\u3059\u3044\u300d\u3068\u3044\u3046\u30b3\u30e1\u30f3\u30c8\u304c\u3042\u308a\u307e\u3059\u306d\u3002<\/p>\n<p>TensorFlow\u306f\u305b\u3044\u305c\u304420\u5206\u7a0b\u5ea6\u3060\u3063\u305f\u306e\u3067\u3001\u3068\u3063\u3064\u304d\u3084\u3059\u3044\u65b9\u306b\u884c\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u3061\u306a\u307f\u306b\u3064\u3044\u3067\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u8a00\u3048\u3070\u201dPython\u201d\u304c\u5b9a\u756a\u5316\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u74b0\u5883\u69cb\u7bc9\u306b\u3064\u3044\u3066\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u990a\u6210\u8aad\u672c \u6a5f\u68b0\u5b66\u7fd2\u5165\u9580\u7de8\u300d\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305d\u3057\u3066\u201dR\u201d\u3067\u3082\u540c\u3058\u3088\u3046\u306a\u3053\u3068\u306f\u3067\u304d\u308b\u306e\u3067\u3001<strong><u>R\u306e\u3053\u3068\u306f\u5fd8\u308c\u306a\u3044\u3067\u4e0b\u3055\u3044\uff01<\/u><\/strong><\/p>\n<p>&nbsp;<\/p>\n<h4>\u6b21\u306b\u6765\u308b\uff1f\u3067\u3042\u308d\u3046\u300c\u5f37\u5316\u5b66\u7fd2\u300d\u3092\u5148\u884c\u3057\u3066\u5b66\u3093\u3067\u304a\u304f<\/h4>\n<p>\u4eba\u5de5\u77e5\u80fd\u2252\u6df1\u5c64\u5b66\u7fd2\u3060\u3068\u601d\u3063\u3066\u3044\u308b\u4eba\u306f\u5927\u52e2\u3044\u307e\u3059\u304c\u3001\u6c7a\u3057\u3066\u305d\u3046\u3067\u306f\u306a\u304f\u3001\u3042\u304f\u307e\u3067\u4e00\u5206\u91ce\u30fb\u4e00\u9818\u57df\u3067\u3059\u3002<\/p>\n<p>\u3055\u304d\u307b\u3069\u5c11\u3057\u3060\u3051\u89e6\u308c\u305f\u9032\u5316\u8a08\u7b97\u3082\u305d\u3046\u3067\u3059\u3057\u3001\u5f37\u5316\u5b66\u7fd2\u3082\u305d\u3046\u3067\u3059\u3002\u6700\u8fd1\u306fDQN\uff08\u30c9\u30ad\u30e5\u30f3\u3058\u3083\u306a\u3044\u3088\uff09\u306e\u6d3b\u8e8d\u3067\u3001\u3053\u3061\u3089\u306b\u3088\u308a\u6ce8\u76ee\u304c\u96c6\u307e\u3063\u3066\u3044\u308b\u304b\u306a\u3041\u3001\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u56f2\u7881\u306b\u52dd\u3063\u305fAlphaGo\u3082\u3001DQN\u3067\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u5f37\u5316\u5b66\u7fd2\u306b\u95a2\u3057\u3066\u5b66\u3079\u308b2\u518a\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3402\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/51PNPA99TZL._SL160_.jpg\" alt=\"\" width=\"111\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u5f37\u5316\u5b66\u7fd2<\/dt>\n<dd>Richard S.Sutton Andrew G.Barto \u4e09\u4e0a \u8c9e\u82b3 \u7686\u5ddd \u96c5\u7ae0<\/dd>\n<dd>\u68ee\u5317\u51fa\u7248 2000-12-01<\/dd>\n<\/dl>\n<\/div>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-3403\" src=\"https:\/\/mm-lab.jp\/wp-content\/uploads\/2016\/12\/51igMUSqjaL._SL160_.jpg\" alt=\"\" width=\"111\" height=\"160\" \/><\/p>\n<div class=\"hreview\">\n<p>&nbsp;<\/p>\n<dl>\n<dt class=\"fn\">\u3053\u308c\u304b\u3089\u306e\u5f37\u5316\u5b66\u7fd2<\/dt>\n<dd>\u7267\u91ce \u8cb4\u6a39 \u6f81\u8c37 \u9577\u53f2 \u767d\u5ddd \u771f\u4e00 \u6d45\u7530 \u7a14 \u9ebb\u751f \u82f1\u6a39 \u8352\u4e95 \u5e78\u4ee3 \u98ef\u9593 \u7b49 \u4f0a\u85e4 \u771f \u5927\u5009 \u548c\u535a \u9ed2\u6c5f \u5eb7\u660e \u6749\u672c \u5fb3\u548c \u576a\u4e95 \u7950\u592a \u9285\u8c37 \u8ce2\u6cbb \u524d\u7530 \u65b0\u4e00 \u677e\u4e95 \u85e4\u4e94\u90ce \u5357 \u6cf0\u6d69 \u5bae\u5d0e \u548c\u5149 \u76ee\u9ed2 \u8c4a\u7f8e \u68ee\u6751 \u54f2\u90ce \u68ee\u672c \u6df3 \u4fdd\u7530 \u4fca\u884c \u5409\u672c \u6f64\u4e00\u90ce<\/dd>\n<dd>\u68ee\u5317\u51fa\u7248 2016-10-27<\/dd>\n<\/dl>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u300c\u5f37\u5316\u5b66\u7fd2\u300d\u306e\u65b9\u304c\u53e4\u304f\u3001\u5f8c\u8005\u306e\u300c\u3053\u308c\u304b\u3089\u306e\u5f37\u5316\u5b66\u7fd2\u300d\u306f2000\u5e74\u7248\u3092\u53d7\u3051\u3066\u306e\u30a2\u30f3\u30b5\u30fc\u672c\u3068\u3044\u3063\u305f\u611f\u3058\u3067\u3057\u3087\u3046\u304b\u3002\uff08\u9055\u3046\u304b\uff09<\/p>\n<p>\u3069\u3061\u3089\u3082\u304b\u306a\u308a\u96e3\u3057\u3044\u3067\u3059\u3057\u3001\u57fa\u672c\u6570\u5f0f\u3070\u304b\u308a\u3067\u3059\u3002<\/p>\n<p>\u3082\u3057\u304b\u3057\u305f\u3089Qiita\u306e\u65b9\u304c\u30b5\u30f3\u30d7\u30eb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u5145\u5b9f\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3067\u3059\u304c\u3001<strong><u>\u7406\u8ad6\u3092\u77e5\u3089\u305a\u306b\u5b9f\u8df5\u3057\u3066\u3044\u308b\u3068\u3001\u300c\u306a\u305c\u3053\u3093\u306a\u7d50\u679c\u304c\u51fa\u305f\u306e\u304b\u300d\u306b\u7b54\u3048\u3089\u308c\u306a\u304f\u306a\u308b<\/u><\/strong>\u306e\u3067\u3001\u4e00\u5fdc\u7d39\u4ecb\u3055\u305b\u3066\u9802\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u6700\u5f8c\u306b<\/h2>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u306a\u3044\u3093\u3067\u3059\u304c\u3001\u30de\u30e1\u7814\u6240\u9577\u304c\u672c\u3092\u51fa\u3057\u305f\u306e\u3067\u7d39\u4ecb\u3055\u305b\u3066\u4e0b\u3055\u3044\u3002<\/p>\n<p><img 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\u4eca\u5e74\u306f\u30d0\u30ba\u30ef\u30fc\u30c9\u3060\u3063\u305f\u4eba\u5de5\u77e5\u80fd\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u3001\u3044\u3088\u3044\u3088\u5b9f\u88c5\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304f\u306a\u3063\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u5bfe\u8c61\u306b\u3001\u3053\u308c\u8aad\u3093\u3060\u3089\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3088\u3068\u3044\u3046\u672c\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 &nbsp; \u305d\u3082\u305d\u3082\u300c\u4eba\u5de5\u77e5\u80fd\u300d\u3063\u3066\u4f55\u3084\u306d\u3093\uff1f \u3044\u307e\u6700\u3082\u4eba\u6c17\u306e\u5b66\u4f1a\u306f\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u3089\u3057\u3044\u3067\u3059\u304c\u3001\u305d\u3082\u305d\u3082\u300c\u4eba\u5de5\u77e5\u80fd\u300d\u3063\u3066\u5b66\u8853\u7684\u306b\u306f\u3069\u3046\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u306e\uff1f\u3068\u601d\u308f\u308c\u3066\u3044\u308b\u65b9\u5411\u3051\u306b\u3001\u307e\u305a\u306f\u8aad\u3093\u3067\u6b32\u3057\u30441\u518a\u3067\u3059\u3002 \u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u8a8c\u3067\u306e\u9023\u8f09\u89e3\u8aac\u304c\u5927\u5e45\u306b\u52a0\u7b46\u4fee\u6b63\u3055\u308c\u305f\u3001\u3068\u3042\u308a\u307e\u3059\u3002 &nbsp; \u4eba\u5de5\u77e5\u80fd\u3068\u306f (\u76e3\u4fee:\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a) \u677e\u5c3e \u8c4a \u4e2d\u5cf6 \u79c0\u4e4b \u897f\u7530 \u8c4a\u660e \u6e9d\u53e3 \u7406\u4e00\u90ce \u9577\u5c3e \u771f \u5800 \u6d69\u4e00 \u6d45\u7530 \u7a14 \u677e\u539f \u4ec1 \u6b66\u7530 \u82f1\u660e \u6c60\u4e0a \u9ad8\u5fd7 \u5c71\u53e3 \u9ad8\u5e73 \u5c71\u5ddd \u5b8f \u6817\u539f \u8061 \u8fd1\u4ee3\u79d1\u5b66\u793e 2016-05-30 &nbsp; \u4eba\u5de5\u77e5\u80fd\u5206\u91ce\u3067\u6700\u5148\u7aef\u306e\u7814\u7a76\u3092\u884c\u3046\u7814\u7a76\u800513\u4eba\u306b\u3088\u308b\u300c\u4eba\u5de5\u77e5\u80fd\u3068\u306f\u4f55\u304b\uff1f\u300d\u3068\u3044\u3046\u57fa\u672c\u7684\u306a\u89e3\u8aac\u3068\u3001\u5404\u7814\u7a76\u8005\u306e\u7814\u7a76\u5185\u5bb9\u304c\u7db2\u7f85\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u5927\u5b66\u306e\u30ea\u30ec\u30fc\u8b1b\u7fa9\u3092\u53d7\u3051\u3066\u3044\u308b\u3088\u3046\u306a\u611f\u899a\u3092\u53d7\u3051\u307e\u3059\u3002 \u9762\u767d\u3044\u306e\u306f\u300c\u201d\u4eba\u5de5\u77e5\u80fd\u201d\u306b\u5b66\u8853\u7684\u306a\u5b9a\u7fa9\u304c\u7121\u3044\u300d\u3053\u3068\u3060\u3068\u601d\u3046\u306e\u3067\u3059\u3002\u305d\u3082\u305d\u3082\u5148\u751f\u306e\u9593\u3067\u300c\u77e5\u80fd\u300d\u306e\u5b9a\u7fa9\u304c\u9055\u3046\u306e\u3067\u3059\u3002\u305d\u306e\u8fba\u306e\u8a73\u7d30\u3082\u3053\u306e\u672c\u3092\u8aad\u3081\u3070\u5206\u304b\u308a\u307e\u3059\u3002 \u5408\u308f\u305b\u3066\u8aad\u307f\u305f\u30442\u518a\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 &nbsp; &nbsp; \u4eba\u72fc\u77e5\u80fd \u3060\u307e\u3059\u30fb\u898b\u7834\u308b\u30fb\u8aac\u5f97\u3059\u308b\u4eba\u5de5\u77e5\u80fd \u9ce5\u6d77 \u4e0d\u4e8c\u592b \u7247\u4e0a \u5927\u8f14 \u5927\u6fa4 \u535a\u9686 \u7a32\u8449 \u901a\u5c06 \u7be0\u7530 \u5b5d\u7950 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content=\"\u4eca\u5e74\u3053\u305d\u6a5f\u68b0\u5b66\u7fd2\u3084\u4eba\u5de5\u77e5\u80fd\u3092\u52c9\u5f37\u3057\u305f\u3044\uff01\u3068\u8003\u3048\u308b\u4eba\u306e\u305f\u3081\u306e10\u518a\u3002\u57fa\u672c\u7684\u306a\u6982\u5ff5\u304b\u3089\u3001\u7406\u8ad6\u7de8\u3001\u5fdc\u7528\u7de8\u3001\u5177\u4f53\u7684\u306a\u5b9f\u88c5\u307e\u3067\u3001\u5e45\u5e83\u304f\u30bb\u30ec\u30af\u30c8\u3057\u3066\u307f\u307e\u3057\u305f\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mm-lab.jp\/books\/to_learn_machine_learning_and_artificial_intelligence_firmly_this_year\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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