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Andrew Ng\u306b\u3088\u308b\u300c\u6a5f\u68b0\u5b66\u7fd2\u61a7\u308c\u300d\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u52b9\u679c\u7684\u306b\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u5b9f\u7528\u7684\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u975e\u5e38\u306b\u63a8\u5968\u3055\u308c\u308b\u672c\u3067\u3059\u3002\u3053\u306e\u672c\u306f\u3001\u4e3b\u306b\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u6226\u7565\u3068\u6280\u8853\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002\u660e\u78ba\u3067\u7279\u5b9a\u306e\u8a00\u8a9e\u3067\u3001Andrew Ng\u306f\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3068\u5b9f\u7528\u7684\u306a\u30d2\u30f3\u30c8\u3092\u7c21\u5358\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002\u62bd\u8c61\u7684\u306a\u8a00\u8a9e\u3092\u907f\u3051\u3001\u77ed\u304f\u5358\u7d14\u306a\u6587\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u8907\u6570\u306e\u8a00\u8a9e\u306b\u7c21\u5358\u306b\u7ffb\u8a33\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u8457\u8005\u306f\u3001\u3088\u304f\u7ffb\u8a33\u3055\u308c\u306a\u3044\u53ef\u80fd\u6027\u306e\u3042\u308b\u30a4\u30c7\u30a3\u30aa\u30e0\u3001\u6bd4phor\u3001\u5c02\u9580\u7528\u8a9e\u306e\u4f7f\u7528\u3092\u63a7\u3048\u3001\u4e16\u754c\u306e\u8996\u8074\u8005\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u672c\u306f\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u97f3\u58f0\u3092\u4f7f\u7528\u3057\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u660e\u78ba\u3055\u3068\u7cbe\u5ea6\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u306e\u597d\u307f\u306b\u3082\u5f93\u3063\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001Andrew Ng\u306f\u672c\u5168\u4f53\u3067\u7528\u8a9e\u306e\u4e00\u8cab\u6027\u3092\u7dad\u6301\u3057\u3001\u8aad\u8005\u304c\u6df7\u4e71\u3092\u907f\u3051\u308b\u306e\u3092\u52a9\u3051\u307e\u3059\u3002\u5168\u4f53\u3068\u3057\u3066\u3001\u300c\u6a5f\u68b0\u5b66\u7fd2\u61a7\u308c\u300d\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8a00\u8a9e\u3084\u6587\u5316\u3067\u7c21\u5358\u306b\u7ffb\u8a33\u53ef\u80fd\u3067\u7406\u89e3\u3067\u304d\u308b\u30b9\u30bf\u30a4\u30eb\u3067\u5b9f\u7528\u7684\u306a\u77e5\u8b58\u3068\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n

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\u3053\u306e\u672c\u3067\u306f\u3001Andrew Ng\u306f\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u69cb\u6210\u3059\u308b\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u5b9f\u7528\u7684\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u540c\u3058\u30b8\u30e3\u30f3\u30eb\u306e\u4ed6\u306e\u672c\u3068\u306f\u7570\u306a\u308a\u3001NG\u306e\u7126\u70b9\u306f\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u6226\u7565\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u5f7c\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u8ab2\u984c\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3057\u3001\u53d6\u308a\u7d44\u3080\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3068\u5c02\u9580\u5bb6\u306e\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n

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Andrew Ng\u306b\u3088\u308b\u300c\u6a5f\u68b0\u5b66\u7fd2\u61a7\u308c\u300d\u3068\u3044\u3046\u672c\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u73fe\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u4f8b\u306f\u3001\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3001\u8aad\u8005\u304c\u672c\u3067\u8b70\u8ad6\u3055\u308c\u3066\u3044\u308b\u6982\u5ff5\u3092\u5b9f\u969b\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3067\u304d\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u305f\u3081\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n

\u7279\u5b9a\u306e\u4f8b\u3092\u7d39\u4ecb\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001Andrew NG\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u8aad\u8005\u306f\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3084\u30c9\u30e1\u30a4\u30f3\u3067\u6a5f\u68b0\u5b66\u7fd2\u306e\u4fa1\u5024\u3068\u53ef\u80fd\u6027\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u306f\u3001\u8907\u96d1\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u57a3\u9593\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n

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\u5b9f\u7528\u7684\u306a\u4f8b\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u300c\u6a5f\u68b0\u5b66\u7fd2\u61a7\u308c\u300d\u306f\u3001\u8aad\u8005\u304c\u7406\u8ad6\u7684\u77e5\u8b58\u3092\u73fe\u5b9f\u4e16\u754c\u306e\u30b7\u30ca\u30ea\u30aa\u3068\u7d50\u3073\u3064\u3051\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u81ea\u5206\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u7d44\u7e54\u3067\u6a5f\u68b0\u5b66\u7fd2\u306e\u6982\u5ff5\u3092\u52b9\u679c\u7684\u306b\u9069\u7528\u3059\u308b\u65b9\u6cd5\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n

\u8457\u8005\u306e\u80cc\u666f\u3068\u5c02\u9580\u77e5\u8b58<\/h2>\n\n\n

\u4eba\u5de5\u77e5\u80fd\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u91ce\u3067\u6709\u540d\u306a\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308bAndrew Ng\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u306e\u30c8\u30d4\u30c3\u30af\u306b\u8c4a\u5bcc\u306a\u8cc7\u683c\u3068\u7d4c\u9a13\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002 Coursera\u306e\u5275\u8a2d\u8005\u3067\u3042\u308a\u3001Google Brain\u306e\u5171\u540c\u8a2d\u7acb\u8005\u3068\u3057\u3066\u3001\u5f7c\u306f\u3053\u306e\u5206\u91ce\u3067\u5e83\u7bc4\u306a\u77e5\u8b58\u3068\u5b9f\u7528\u7684\u306a\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n

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\u3053\u306e\u672c\u3092\u8aad\u3080\u3053\u3068\u3067\u6700\u3082\u5229\u76ca\u3092\u5f97\u308b\u306e\u306f\u8ab0\u3067\u3059\u304b\uff1f<\/h2>\n\n\n

\u30bf\u30fc\u30b2\u30c3\u30c8\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u306f\u3001\u8aad\u8005\u304c\u672c\u304c\u81ea\u5206\u306e\u30cb\u30fc\u30ba\u3084\u95a2\u5fc3\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 Andrew Ng\u306b\u3088\u308b\u300c\u6a5f\u68b0\u5b66\u7fd2\u61a7\u308c\u300d\u306f\u3001\u3053\u308c\u3089\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u69cb\u6210\u3059\u308b\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u5b9f\u7528\u7684\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u6c42\u3081\u3066\u3044\u308b\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u4e0e\u3059\u308b\u500b\u4eba\u306b\u3068\u3063\u3066\u7279\u306b\u6709\u76ca\u3067\u3059\u3002\u3042\u306a\u305f\u304c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u307e\u305f\u306f\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308d\u3046\u3068\u3001\u3053\u306e\u672c\u306f\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3068\u6226\u7565\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 NG\u306e\u6bb5\u968e\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u5f93\u3063\u3066\u3001\u63a8\u5968\u3055\u308c\u308b\u30c6\u30af\u30cb\u30c3\u30af\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u8aad\u8005\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7406\u89e3\u3092\u9ad8\u3081\u3001\u72ec\u81ea\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u52b9\u679c\u7684\u306b\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n

\u30ad\u30fc\u30c6\u30a4\u30af\u30a2\u30a6\u30c8\u3068\u30ec\u30c3\u30b9\u30f3<\/h2>\n\n\n

Andrew Ng\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u61a7\u308c\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3068\u5b9f\u7528\u7684\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u672c\u3092\u8aad\u3080\u3053\u3068\u3067\u3001\u8aad\u8005\u306f\u3001\u500b\u4eba\u7684\u307e\u305f\u306f\u8077\u696d\u7684\u306a\u751f\u6d3b\u306b\u9069\u7528\u3067\u304d\u308b\u6b21\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3068\u6559\u8a13\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n

1.\u30b7\u30b9\u30c6\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u6226\u7565\uff1aNG\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u6226\u7565\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u306e\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u30d0\u30a4\u30a2\u30b9\u306e\u524a\u6e1b\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u306e\u5411\u4e0a\u3001\u30e2\u30c7\u30eb\u306e\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u624b\u6cd5\u304c\u542b\u307e\u308c\u3001\u3088\u308a\u826f\u3044\u7d50\u679c\u3092\u9054\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n

2.\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u69cb\u9020\u5316\uff1a\u672c\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3057\u3001\u8aad\u8005\u304c\u30ea\u30bd\u30fc\u30b9\u3092\u52b9\u679c\u7684\u306b\u8a08\u753b\u304a\u3088\u3073\u914d\u5206\u3059\u308b\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 NG\u306f\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u8a2d\u5b9a\u3001\u8907\u6570\u306e\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3001\u30b7\u30b9\u30c6\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u306e\u53cd\u5fa9\u30d7\u30ed\u30bb\u30b9\u306e\u7ba1\u7406\u306a\u3069\u306e\u30c8\u30d4\u30c3\u30af\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n

3.\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3059\u308b\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\uff1a\u6a5f\u68b0\u5b66\u7fd2\u306e\u61a7\u308c\u306f\u3001\u7406\u8ad6\u7684\u6982\u5ff5\u3092\u8d85\u3048\u3066\u304a\u308a\u3001\u5b9f\u969b\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u5b9f\u7528\u7684\u306a\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u8aad\u8005\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30b7\u30ca\u30ea\u30aa\u3067\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u3092\u5c55\u958b\u3059\u308b\u8907\u96d1\u3055\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u7fd2\u3057\u3001\u671f\u5f85\u3092\u7ba1\u7406\u3057\u3001\u671f\u5f85\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n\n\n

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