\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f
\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3068\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u30c7\u30fc\u30bf\u304b\u3089\u81ea\u52d5\u7684\u306b\u5b66\u7fd2\u3057\u3001\u4e88\u6e2c\u3084\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u80fd\u529b\u3092\u7372\u5f97\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3084\u7406\u8ad6\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u4eba\u9593\u304c\u624b\u52d5\u3067\u30eb\u30fc\u30eb\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u3092\u62bd\u51fa\u3057\u3001\u305d\u308c\u3092\u3082\u3068\u306b\u4e88\u6e2c\u3084\u5206\u985e\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u306f\u3001\u5927\u304d\u304f\u5206\u3051\u30663\u3064\u306e\u8981\u7d20\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u7b2c\u4e00\u306b\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306e\u5165\u529b\u30c7\u30fc\u30bf\u3068\u6b63\u89e3\u30c7\u30fc\u30bf\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002<\/p>\n
\u3053\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001\u30e2\u30c7\u30eb\u306f\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u7b2c\u4e8c\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u3092\u81ea\u52d5\u7684\u306b\u5b66\u7fd2\u3057\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u306e\u6570\u5b66\u7684\u306a\u624b\u6cd5\u3084\u30e2\u30c7\u30eb\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n
\u4ee3\u8868\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u306f\u3001\u6c7a\u5b9a\u6728\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u6700\u5f8c\u306b\u3001\u8a55\u4fa1\u6307\u6a19\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\u8a55\u4fa1\u6307\u6a19\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u57fa\u6e96\u3084\u6307\u6a19\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n
\u4ee3\u8868\u7684\u306a\u8a55\u4fa1\u6307\u6a19\u306b\u306f\u3001\u6b63\u89e3\u7387\u3001\u518d\u73fe\u7387\u3001\u9069\u5408\u7387\u3001F1\u30b9\u30b3\u30a2\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u6307\u6a19\u306f\u3001\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3069\u308c\u3060\u3051\u6b63\u78ba\u306b\u4e88\u6e2c\u3092\u884c\u3048\u308b\u304b\u3092\u6e2c\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u8981\u7d20\u304c\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u69cb\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u306a\u3069\u306b\u5fdc\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u305d\u306e\u6839\u62e0\u3068\u3057\u3066\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u3001\u3088\u308a\u73fe\u5b9f\u7684\u306a\u4e88\u6e2c\u3084\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u30c7\u30fc\u30bf\u306e\u898f\u6a21\u3084\u8907\u96d1\u3055\u306b\u9069\u5fdc\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u4eba\u9593\u304c\u624b\u52d5\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u306a\u554f\u984c\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u4f8b\u3048\u3070\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3084\u753b\u50cf\u8a8d\u8b58\u306a\u3069\u3001\u975e\u5e38\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3084\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u6271\u3046\u5834\u5408\u3067\u3082\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u9ad8\u3044\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u81ea\u52d5\u7684\u306b\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3001\u4eba\u9593\u306e\u5148\u5165\u89b3\u3084\u30d0\u30a4\u30a2\u30b9\u306e\u5f71\u97ff\u3092\u53d7\u3051\u306b\u304f\u3044\u3068\u3044\u3046\u7279\u5fb4\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u306b\u3088\u308a\u3001\u5ba2\u89b3\u7684\u306a\u4e88\u6e2c\u3084\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n
\u4ee5\u4e0a\u304c\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u306b\u3064\u3044\u3066\u306e\u8aac\u660e\u3067\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306f\u8fd1\u5e74\u6ce8\u76ee\u3092\u6d74\u3073\u308b\u5206\u91ce\u3067\u3042\u308a\u3001\u5e45\u5e83\u3044\u5fdc\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u3084\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\u6df1\u3044\u7406\u89e3\u3068\u9ad8\u3044\u80fd\u529b\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u305f\u3081\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u30e2\u30c7\u30eb\u304c\u91cd\u8981\u3067\u3059\u304b\uff1f
\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u305f\u3081\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u30e2\u30c7\u30eb\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u4ee5\u4e0b\u306b\u305d\u308c\u3089\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n
\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\uff08Linear Regression\uff09\u3000\u7dda\u5f62\u56de\u5e30\u306f\u3001\u5165\u529b\u5909\u6570\u3068\u51fa\u529b\u5909\u6570\u306e\u95a2\u4fc2\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\u76f4\u7dda\u3092\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n
\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u56de\u5e30\u4fc2\u6570\u3092\u63a8\u5b9a\u3057\u3001\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
\u7dda\u5f62\u56de\u5e30\u306f\u3001\u5358\u7d14\u3067\u7406\u89e3\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u969b\u306b\u306f\u91cd\u8981\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002<\/p>\n
\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\uff08Logistic Regression\uff09\u3000\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u30012\u3064\u306e\u30af\u30e9\u30b9\u306e\u5206\u985e\u554f\u984c\u306b\u5bfe\u3057\u3066\u7528\u3044\u3089\u308c\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002<\/p>\n
\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u5165\u529b\u5909\u6570\u304b\u3089\u30af\u30e9\u30b9\u306e\u78ba\u7387\u3092\u63a8\u5b9a\u3057\u3001\u305d\u308c\u3092\u3082\u3068\u306b\u30af\u30e9\u30b9\u306e\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u78ba\u7387\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u305d\u308c\u3092\u57fa\u306b\u3057\u305f\u4e88\u6e2c\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u65b9\u6cd5\u3068\u3057\u3066\u3082\u5e83\u304f\u7528\u3044\u3089\u308c\u307e\u3059\u3002<\/p>\n
\u6c7a\u5b9a\u6728\uff08Decision Trees\uff09\u3000\u6c7a\u5b9a\u6728\u306f\u3001\u5206\u985e\u3068\u56de\u5e30\u306e\u4e21\u65b9\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u4f7f\u7528\u3055\u308c\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002<\/p>\n
\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u91cf\u304b\u3089\u8cea\u554f\u3092\u4f5c\u6210\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u5206\u5272\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
\u6c7a\u5b9a\u6728\u306f\u3001\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u304c\u76f4\u611f\u7684\u306b\u7406\u89e3\u3057\u3084\u3059\u304f\u3001\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u306e\u8a55\u4fa1\u3084\u53ef\u8996\u5316\u304c\u5bb9\u6613\u3067\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\u306e\u57fa\u76e4\u3068\u3057\u3066\u3082\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n
k\u8fd1\u508d\u6cd5\uff08k-Nearest Neighbors\uff09\u3000k\u8fd1\u508d\u6cd5\u306f\u3001\u5206\u985e\u3084\u56de\u5e30\u306b\u4f7f\u7528\u3055\u308c\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002<\/p>\n
\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u91cf\u7a7a\u9593\u306b\u304a\u3044\u3066\u3001\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u306b\u6700\u3082\u8fd1\u3044k\u500b\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u898b\u3064\u3051\u3001\u305d\u308c\u3089\u306e\u30af\u30e9\u30b9\u3084\u5024\u3092\u3082\u3068\u306b\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
k\u8fd1\u508d\u6cd5\u306f\u3001\u7279\u5fb4\u91cf\u9593\u306e\u8ddd\u96e2\u3092\u57fa\u306b\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u8fd1\u508d\u95a2\u4fc2\u304c\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3068\u3057\u3066\u5e83\u304f\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u306b\u6839\u62e0\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u7dda\u5f62\u56de\u5e30\u306f\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3092\u7528\u3044\u3066\u56de\u5e30\u4fc2\u6570\u3092\u63a8\u5b9a\u3059\u308b\u305f\u3081\u3001\u5165\u529b\u3068\u51fa\u529b\u306e\u95a2\u4fc2\u3092\u7dda\u5f62\u306e\u95a2\u4fc2\u3068\u4eee\u5b9a\u3059\u308b\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u56de\u5e30\u4fc2\u6570\u306e\u4fe1\u983c\u6027\u3092\u8a55\u4fa1\u3059\u308b\u7d71\u8a08\u7684\u624b\u6cd5\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n
\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u78ba\u7387\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u9006\u30ed\u30b8\u30c3\u30c8\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30af\u30e9\u30b9\u306e\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u30012\u3064\u306e\u30af\u30e9\u30b9\u306e\u5206\u985e\u554f\u984c\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u3092\u63a8\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u5909\u6570\u306e\u4fc2\u6570\u306e\u7d76\u5bfe\u5024\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u6c7a\u5b9a\u6728\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u91cf\u306e\u968e\u5c64\u7684\u306a\u5206\u5272\u3092\u5229\u7528\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3084\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u3067\u3059\u3002<\/p>\n
\u5206\u985e\u6728\u306e\u5206\u5272\u57fa\u6e96\u3068\u3057\u3066\u7528\u3044\u308b\u6307\u6a19\uff08\u4f8b\u3048\u3070\u3001\u30b8\u30cb\u4e0d\u7d14\u5ea6\u3084\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\uff09\u306b\u3088\u3063\u3066\u3001\u30ce\u30fc\u30c9\u306e\u5206\u5272\u65b9\u6cd5\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n
k\u8fd1\u508d\u6cd5\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6700\u5bc4\u308a\u306e\u8fd1\u508d\u70b9\u3092\u57fa\u306b\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u3001\u5c40\u6240\u7684\u306a\u7279\u5fb4\u3092\u6349\u3048\u308b\u80fd\u529b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u7279\u5fb4\u91cf\u9593\u306e\u8ddd\u96e2\u306b\u57fa\u3065\u3044\u3066\u4e88\u6e2c\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u8ddd\u96e2\u95a2\u4fc2\u304c\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001k\u306e\u5024\u3092\u9069\u5207\u306b\u9078\u629e\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30d0\u30a4\u30a2\u30b9\u3068\u30d0\u30ea\u30a2\u30f3\u30b9\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u4ee5\u4e0a\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u305f\u3081\u306b\u91cd\u8981\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n
\u305f\u3060\u3057\u3001\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3060\u3051\u3067\u306a\u304f\u3001\u4ed6\u306e\u69d8\u3005\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u30e2\u30c7\u30eb\u3082\u5b58\u5728\u3059\u308b\u305f\u3081\u3001\u3055\u3089\u306a\u308b\u5b66\u7fd2\u3084\u5b9f\u8df5\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u305f\u3081\u306b\u5fc5\u8981\u306a\u6570\u5b66\u7684\u77e5\u8b58\u306f\u4f55\u3067\u3059\u304b\uff1f
\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u305f\u3081\u306b\u306f\u3001\u6570\u5b66\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u4ee5\u4e0b\u3067\u306f\u3001\u305d\u306e\u4e2d\u3067\u3082\u7279\u306b\u91cd\u8981\u306a\u6570\u5b66\u7684\u6982\u5ff5\u3084\u7406\u8ad6\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n
\u7dda\u5f62\u4ee3\u6570
\n\u7dda\u5f62\u4ee3\u6570\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u6b20\u304b\u305b\u306a\u3044\u6570\u5b66\u306e\u4e00\u90e8\u3067\u3059\u3002<\/p>\n
\u884c\u5217\u3084\u30d9\u30af\u30c8\u30eb\u306e\u8a08\u7b97\u3001\u884c\u5217\u306e\u6027\u8cea\u3001\u7dda\u5f62\u65b9\u7a0b\u5f0f\u306e\u89e3\u6cd5\u306a\u3069\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8868\u73fe\u3057\u305f\u884c\u5217\u3084\u30d9\u30af\u30c8\u30eb\u3092\u64cd\u4f5c\u3059\u308b\u3053\u3068\u304c\u3057\u3070\u3057\u3070\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u884c\u5217\u3084\u30d9\u30af\u30c8\u30eb\u306e\u6f14\u7b97\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u591a\u304f\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u52d5\u4f5c\u539f\u7406\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u78ba\u7387\u8ad6\u3068\u7d71\u8a08\u5b66
\n\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3084\u30e2\u30c7\u30eb\u306e\u4e0d\u78ba\u304b\u3055\u3092\u6271\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u78ba\u7387\u8ad6\u3068\u7d71\u8a08\u5b66\u306e\u77e5\u8b58\u306f\u3001\u3053\u306e\u4e0d\u78ba\u304b\u3055\u3092\u6271\u3046\u305f\u3081\u306e\u57fa\u790e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u78ba\u7387\u8ad6\u3067\u306f\u3001\u4e8b\u8c61\u306e\u78ba\u7387\u3084\u78ba\u7387\u5206\u5e03\u3001\u6761\u4ef6\u4ed8\u304d\u78ba\u7387\u306a\u3069\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u7d71\u8a08\u5b66\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u8981\u7d04\u3059\u308b\u305f\u3081\u306e\u7d71\u8a08\u91cf\u3084\u3001\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306e\u7d71\u8a08\u7684\u624b\u6cd5\u306a\u3069\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u77e5\u8b58\u3092\u4f7f\u3063\u3066\u3001\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3084\u4e88\u6e2c\u306e\u4e0d\u78ba\u5b9f\u6027\u306e\u63a8\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u6700\u9069\u5316\u7406\u8ad6
\n\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u76ee\u7684\u306f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n
\u3053\u306e\u5b66\u7fd2\u306e\u904e\u7a0b\u306b\u304a\u3044\u3066\u3001\u6700\u9069\u5316\u554f\u984c\u304c\u73fe\u308c\u307e\u3059\u3002<\/p>\n
\u6700\u9069\u5316\u7406\u8ad6\u306f\u3001\u76ee\u7684\u95a2\u6570\u3092\u6700\u5927\u5316\u307e\u305f\u306f\u6700\u5c0f\u5316\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b66\u3076\u5206\u91ce\u3067\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b\u305f\u3081\u306e\u6700\u9069\u5316\u554f\u984c\u304c\u73fe\u308c\u307e\u3059\u3002<\/p>\n
\u6700\u9069\u5316\u7406\u8ad6\u306e\u77e5\u8b58\u3092\u6301\u3064\u3053\u3068\u3067\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u5fae\u7a4d\u5206
\n\u5fae\u7a4d\u5206\u306f\u3001\u95a2\u6570\u306e\u5fae\u5206\u3084\u7a4d\u5206\u3092\u6271\u3046\u6570\u5b66\u306e\u4e00\u90e8\u3067\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u6700\u9069\u5316\u3084\u52fe\u914d\u964d\u4e0b\u6cd5\u306a\u3069\u306e\u624b\u6cd5\u3092\u4f7f\u3063\u3066\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u306e\u3088\u3046\u306a\u624b\u6cd5\u3067\u306f\u3001\u95a2\u6570\u306e\u5fae\u5206\u3092\u8a08\u7b97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u78ba\u7387\u30e2\u30c7\u30eb\u306a\u3069\u3092\u7528\u3044\u308b\u5834\u5408\u306b\u306f\u3001\u78ba\u7387\u5bc6\u5ea6\u95a2\u6570\u306e\u7a4d\u5206\u3082\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u8a08\u7b97\u3092\u884c\u3046\u305f\u3081\u306b\u3001\u5fae\u7a4d\u5206\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u6570\u5b66\u7684\u306a\u77e5\u8b58\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u4e0a\u3067\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n
\u7279\u306b\u3001\u7dda\u5f62\u4ee3\u6570\u3068\u78ba\u7387\u8ad6\u30fb\u7d71\u8a08\u5b66\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u7406\u8ad6\u7684\u80cc\u666f\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u52d5\u4f5c\u539f\u7406\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u6700\u9069\u5316\u7406\u8ad6\u3084\u5fae\u7a4d\u5206\u3082\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u88c5\u3084\u30e2\u30c7\u30eb\u306e\u6700\u9069\u5316\u306b\u304a\u3044\u3066\u5fc5\u8981\u306a\u77e5\u8b58\u3067\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u6839\u62e0\u3068\u3057\u3066\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u7406\u8ad6\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u591a\u304f\u304c\u3053\u308c\u3089\u306e\u6570\u5b66\u306e\u6982\u5ff5\u3084\u624b\u6cd5\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n
\u4f8b\u3048\u3070\u3001\u7dda\u5f62\u56de\u5e30\u3084\u4e3b\u6210\u5206\u5206\u6790\u3067\u306f\u7dda\u5f62\u4ee3\u6570\u304c\u3001\u30d9\u30a4\u30ba\u63a8\u8ad6\u3084\u30ab\u30fc\u30cd\u30eb\u6cd5\u3067\u306f\u78ba\u7387\u8ad6\u3068\u7d71\u8a08\u5b66\u304c\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b66\u7fd2\u3084\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u3067\u306f\u6700\u9069\u5316\u7406\u8ad6\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n
\u305d\u3057\u3066\u3001\u3053\u308c\u3089\u306e\u7406\u8ad6\u3084\u624b\u6cd5\u3092\u6b63\u3057\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u554f\u984c\u306b\u5408\u308f\u305b\u305f\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08\u3084\u52b9\u679c\u7684\u306a\u30c7\u30fc\u30bf\u89e3\u6790\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u3092\u7406\u89e3\u3057\u5fdc\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3053\u308c\u3089\u306e\u6570\u5b66\u7684\u306a\u77e5\u8b58\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n
\u305f\u3060\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u6570\u5b66\u7684\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30b9\u30ad\u30eb\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\u3067\u3059\u306e\u3067\u3001\u3053\u308c\u3089\u306e\u77e5\u8b58\u3092\u5b66\u3076\u3068\u540c\u6642\u306b\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30b9\u30ad\u30eb\u3082\u4f75\u305b\u3066\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u969b\u306b\u53c2\u8003\u306b\u306a\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u6559\u6750\u3084\u30b3\u30fc\u30b9\u306f\u3042\u308a\u307e\u3059\u304b\uff1f
\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u5b66\u3076\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u6559\u6750\u3084\u30b3\u30fc\u30b9\u306f\u3001\u5e45\u5e83\u3044\u9078\u629e\u80a2\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u4ee5\u4e0b\u306b\u3044\u304f\u3064\u304b\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u6559\u6750\u3084\u30b3\u30fc\u30b9\u3092\u7d39\u4ecb\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u6839\u62e0\u306b\u3064\u3044\u3066\u3082\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n
Coursera Andrew Ng\u6559\u6388\u306b\u3088\u308b\u300cMachine Learning\u300d\u30b3\u30fc\u30b9
\nCoursera\u306f\u6709\u540d\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u6559\u80b2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Andrew Ng\u6559\u6388\u306e\u300cMachine Learning\u300d\u30b3\u30fc\u30b9\u306f\u975e\u5e38\u306b\u8a55\u4fa1\u304c\u9ad8\u3044\u3067\u3059\u3002<\/p>\n
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\u3053\u306e\u30b3\u30fc\u30b9\u306f\u591a\u304f\u306e\u5b66\u7fd2\u8005\u304b\u3089\u652f\u6301\u3055\u308c\u3001\u826f\u8cea\u306a\u6559\u6750\u3068\u3057\u3066\u5e83\u304f\u8a8d\u77e5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
edX MIT\u306b\u3088\u308b\u300c\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u300d\u3068\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u306e\u30b3\u30fc\u30b9
\nedX\u3082\u6709\u540d\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u6559\u80b2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001MIT\u304c\u63d0\u4f9b\u3059\u308b\u300c\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u300d\u3068\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u306e2\u3064\u306e\u30b3\u30fc\u30b9\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u305d\u306e\u5fdc\u7528\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u7dda\u5f62\u56de\u5e30\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u57fa\u672c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u5fdc\u7528\u9762\u3067\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u306e\u5b9f\u4f8b\u3092\u53d6\u308a\u4e0a\u3052\u3001\u5b9f\u969b\u306e\u554f\u984c\u306b\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9069\u7528\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u30b3\u30fc\u30b9\u306fMIT\u306e\u8b1b\u5e2b\u9663\u306b\u3088\u3063\u3066\u8a2d\u8a08\u3055\u308c\u305f\u3082\u306e\u3067\u3042\u308a\u3001\u305d\u306e\u5185\u5bb9\u3068\u54c1\u8cea\u306f\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n
Kaggle Data Science Learning Track
\nKaggle\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u304a\u308a\u3001Data Science Learning Track\u3068\u3044\u3046\u30b3\u30fc\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001Python\u3084\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\uff08Scikit-learn\u306a\u3069\uff09\u306e\u57fa\u790e\u304b\u3089\u59cb\u3081\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5229\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u8df5\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u7af6\u6280\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u63d0\u4f9b\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306a\u3069\u3001\u5b66\u7fd2\u8005\u304c\u5b9f\u8df5\u7684\u306a\u7d4c\u9a13\u3092\u7a4d\u3080\u624b\u52a9\u3051\u3092\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n
Kaggle\u306f\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9069\u7528\u53ef\u80fd\u306a\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u305f\u3044\u4eba\u306b\u3068\u3063\u3066\u306f\u975e\u5e38\u306b\u5f79\u7acb\u3064\u30ea\u30bd\u30fc\u30b9\u3067\u3059\u3002<\/p>\n
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\u307e\u305f\u3001\u3053\u306e\u56de\u7b54\u3067\u7d39\u4ecb\u3057\u305f\u6559\u6750\u3084\u30b3\u30fc\u30b9\u4ee5\u5916\u306b\u3082\u3001\u591a\u304f\u306e\u512a\u308c\u305f\u6559\u6750\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u3010\u8981\u7d04\u3011
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