{"id":372,"date":"2018-10-29T16:05:53","date_gmt":"2018-10-29T07:05:53","guid":{"rendered":"https:\/\/nomad-journal.jp\/?p=8733"},"modified":"2019-05-17T17:42:43","modified_gmt":"2019-05-17T08:42:43","slug":"%e8%87%aa%e7%a4%be%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%81%8c%e5%88%a9%e7%9b%8a%e3%82%92%e7%94%9f%e3%82%80%ef%bc%81%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%ae%e3%83%97%e3%83%ad%e3%82%b8%e3%82%a7","status":"publish","type":"post","link":"https:\/\/circu.co.jp\/pro-sharing\/mag\/article\/372\/","title":{"rendered":"\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u304c\u5229\u76ca\u3092\u751f\u3080\uff01\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u306f\uff1f"},"content":{"rendered":"<div class=\"content_lead\">\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u304c\u76db\u308a\u4e0a\u304c\u308b\u4e2d\u3001\u81ea\u793e\u3067\u3082\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7acb\u3061\u4e0a\u3052\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u4f01\u696d\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3057\u304b\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u7cbe\u901a\u3057\u305f\u4eba\u6750\u304c\u304a\u3089\u305a\u3001\u4f55\u304b\u3089\u59cb\u3081\u3066\u3044\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u3068\u3044\u3046\u58f0\u3082\u591a\u304f\u805e\u304d\u307e\u3059\u3002<\/p>\n<p>\u81ea\u793e\u306b\u30c7\u30fc\u30bf\u304c\u84c4\u7a4d\u3055\u308c\u3066\u3044\u3066\u3082\u3001\u305d\u308c\u3092\u6a5f\u68b0\u5b66\u7fd2\u306e\u30c4\u30fc\u30eb\u306b\u6295\u5165\u3059\u308b\u3060\u3051\u3067\u306f\u751f\u7523\u6027\u5411\u4e0a\u3084\u696d\u52d9\u52b9\u7387\u5316\u3068\u3044\u3063\u305f\u6210\u679c\u306b\u3064\u306a\u304c\u308a\u307e\u305b\u3093\u3002\u6210\u679c\u306b\u3064\u306a\u3052\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u306ePDCA\u30b5\u30a4\u30af\u30eb\u3092\u9069\u5207\u306b\u56de\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u30b5\u30fc\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u884c\u308f\u308c\u305f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30fbAI\u6280\u8853\u3092\u7528\u3044\u305f\u751f\u7523\u6027\u5411\u4e0a\u30fb\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u306e\u30d7\u30ed\u306b\u3088\u308b\u30bb\u30df\u30ca\u30fc\u306e\u5185\u5bb9\u3092\u3082\u3068\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<div class=\"clearfix\" id=\"profile-box\">\n<div id=\"profile-box-picture\"><img decoding=\"async\" class=\"alignnone size-full wp-image-105\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/c638997bf75e0afcb703fb353503bfe5.jpg\" alt=\"\u6728\u6751\u9686\u4ecb\u6c0f\" width=\"100%\" height=\"100%\" \/><\/div>\n<div id=\"profile-box-text-with-pic\">\n<p id=\"profile-text-box-name\">\u30bb\u30df\u30ca\u30fc\u767b\u58c7\u8005\u69d8\uff1a\u6728\u6751\u9686\u4ecb\u6c0f<\/p>\n<p id=\"profile-text-box-introduction\">\u65e5\u7acb\u88fd\u4f5c\u6240\u2192\u30ea\u30af\u30eb\u30fc\u30c8\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb \u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b0\u30eb\u30fc\u30d7\u3002<br \/>\u30c7\u30fc\u30bf\u5206\u6790\u30fbAI\u6280\u8853\u3092\u7528\u3044\u305f\u751f\u7523\u6027\u5411\u4e0a\u30fb\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u306e\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u3002\u65e5\u7acb\u88fd\u4f5c\u6240\u3067\u306f\u81ea\u793e&amp;\u4ed6\u793e\u5de5\u5834\u5411\u3051\u306b\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308b\u751f\u7523\u7ba1\u7406\u3084\u6b69\u7559\u307e\u308a\u306b\u8ca2\u732e\u3002\u30ea\u30af\u30eb\u30fc\u30c8\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb \u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b0\u30eb\u30fc\u30d7\u3067\u306fBI\u30c4\u30fc\u30eb\u69cb\u7bc9\u306b\u3088\u308b\u55b6\u696d\u751f\u7523\u6027\u5411\u4e0a\u3084\u3001AI\u6280\u8853\u3092\u7528\u3044\u305f\u5bbf\u6cca\u65bd\u8a2d\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u3092\u958b\u767a\u3002<\/p>\n<\/div>\n<\/div>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">Contents<\/p><ul class=\"toc_list\"><li><a href=\"#i\"><span class=\"toc_number toc_depth_1\">1<\/span> \u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b<\/a><ul><li><a href=\"#i-2\"><span class=\"toc_number toc_depth_2\">1.1<\/span> \u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u610f\u7fa9<\/a><\/li><li><a href=\"#i-3\"><span class=\"toc_number toc_depth_2\">1.2<\/span> \u306a\u305c\u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u8eab\u306b\u3064\u3051\u308b\u3068\u3088\u3044\u306e\u304b<\/a><\/li><\/ul><\/li><li><a href=\"#i-4\"><span class=\"toc_number toc_depth_1\">2<\/span> \u6a5f\u68b0\u5b66\u7fd2\u306f\u3069\u306e\u3088\u3046\u306b\u884c\u3046\u306e\u304b<\/a><ul><li><a href=\"#i-5\"><span class=\"toc_number toc_depth_2\">2.1<\/span> \u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e8b\u4f8b<\/a><\/li><li><a href=\"#i-6\"><span class=\"toc_number toc_depth_2\">2.2<\/span> \u6a5f\u68b0\u5b66\u7fd2\u306e\u8003\u3048\u65b9<\/a><\/li><\/ul><\/li><li><a href=\"#i-7\"><span class=\"toc_number toc_depth_1\">3<\/span> \u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u306f<\/a><ul><li><a href=\"#i-8\"><span class=\"toc_number toc_depth_2\">3.1<\/span> \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308b<\/a><\/li><li><a href=\"#i-9\"><span class=\"toc_number toc_depth_2\">3.2<\/span> \u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u91cd\u8981\u6027<\/a><\/li><\/ul><\/li><li><a href=\"#i-10\"><span class=\"toc_number toc_depth_1\">4<\/span> \u307e\u3068\u3081\uff1a\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u6210\u529f\u306e\u305f\u3081\u306b<\/a><\/li><\/ul><\/div>\n<h2><span id=\"i\">\u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b<\/span><\/h2>\n<p>\u305d\u3082\u305d\u3082\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u3067\u3057\u3087\u3046\u304b\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u307e\u305a\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><span id=\"i-2\">\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u610f\u7fa9<\/span><\/h3>\n<p>\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u6709\u52b9\u306a\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u3067\u3057\u3087\u3046\u304b\u3002\u60c5\u5831\u3068\u306f\u4f55\u304c\u9055\u3046\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u305d\u306e\u9055\u3044\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3067\u76f4\u9762\u3057\u3066\u3044\u308b\u8ab2\u984c\u306e\u89e3\u6c7a\u3084\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u304b\u5426\u304b\u306b\u3042\u308a\u307e\u3059\u3002\u610f\u601d\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u6570\u5b57\u306e\u7f85\u5217\u306f\u3001\u305f\u3060\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002\u610f\u601d\u6c7a\u5b9a\u304c\u3067\u304d\u308b\u3082\u306e\u304c\u60c5\u5831\u306a\u306e\u3067\u3059\u3002\u8a00\u3046\u307e\u3067\u3082\u306a\u304f\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u306f\u3001\u610f\u601d\u6c7a\u5b9a\u3084\u305d\u306e\u5f8c\u306e\u884c\u52d5\u306b\u3064\u306a\u304c\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3067\u306a\u3051\u308c\u3070\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001<strong>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u60c5\u5831\u306b\u3059\u308b\u3053\u3068\u306a\u306e\u3067\u3059\u3002<\/strong><\/p>\n<h3><span id=\"i-3\">\u306a\u305c\u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3092\u8eab\u306b\u3064\u3051\u308b\u3068\u3088\u3044\u306e\u304b<\/span><\/h3>\n<p>\u305d\u3082\u305d\u3082\u554f\u984c\u89e3\u6c7a\u306e\u624b\u6cd5\u306f\u3001\u4e16\u306e\u4e2d\u306b2\u3064\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u308c\u306f\u3001<strong>\u6f14\u7e79\u6cd5<\/strong>\u3068<strong>\u5e30\u7d0d\u6cd5<\/strong>\u3067\u3059\u3002\u6f14\u7e79\u6cd5\u3068\u306f\u4e00\u822c\u8ad6\u3092\u7279\u5b9a\u4e8b\u8c61\u306b\u5f53\u3066\u306f\u3081\u3066\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u65b9\u6cd5\u3067\u3042\u308a\u3001\u5e30\u7d0d\u6cd5\u3068\u306f\u89b3\u5bdf\u4e8b\u8c61\u304b\u3089\u5171\u901a\u70b9\u3092\u898b\u3064\u3051\u51fa\u3057\u3066\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u304c\u95a2\u308f\u308b\u306e\u306f\u5e30\u7d0d\u6cd5\u3067\u3059\u3002\u4f8b\u3048\u3070\u4e0b\u8a18\u306e\u3088\u3046\u306a\u4e8b\u4f8b\u306e\u5834\u5408\u3001\u3082\u3057\u6cbb\u9a13\u8005\u304c3\u4eba\u3067\u3042\u308a\u3001\u305d\u306e\u3046\u30611\u4eba\u3060\u3051\u304c\u6cbb\u3063\u305f\u5834\u5408\u306f\u3069\u3046\u306a\u308b\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_33.jpg\" alt=\"\u5e30\u7d0d\u6cd5\u306e\u4f8b_\u6cbb\u9a13\u8005\u4e8b\u4f8b\" referrerpolicy=\"no-referrer\" \/><\/p>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3067\u304d\u308c\u3070\u3001\u30c7\u30fc\u30bf\u6570\u304c\u9069\u5207\u304b\u3069\u3046\u304b\u5224\u65ad\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3059\u306a\u308f\u3061\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u306f\u30012\u3064\u3057\u304b\u306a\u3044\u554f\u984c\u89e3\u6c7a\u306e\u624b\u6cd5\u306e\u3046\u30611\u3064\u3092\u5931\u3046\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u3059\u3002\u3082\u3061\u308d\u3093\u9ad8\u5ea6\u3067\u5c02\u9580\u7684\u306a\u3053\u3068\u3092\u8eab\u306b\u3064\u3051\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3092\u7406\u89e3\u3057\u3066\u304a\u3051\u3070\u5341\u5206\u3067\u3059\u3002<\/p>\n<h2><span id=\"i-4\">\u6a5f\u68b0\u5b66\u7fd2\u306f\u3069\u306e\u3088\u3046\u306b\u884c\u3046\u306e\u304b<\/span><\/h2>\n<p>\u305d\u308c\u3067\u306f\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u306f\u3069\u306e\u3088\u3046\u306b\u884c\u3046\u306e\u304b\u3001\u5177\u4f53\u4f8b\u3092\u3082\u3068\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><span id=\"i-5\">\u30c7\u30fc\u30bf\u5206\u6790\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e8b\u4f8b<\/span><\/h3>\n<p>\u4e0b\u306e\u5199\u771f\u306f3\u7a2e\u985e\u306e\u30a2\u30e4\u30e1\u3067\u3059\u3002\u4f3c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u3088\u304f\u898b\u308b\u3068Petal\uff08\u82b1\u5f01)\u3084Sepal\uff08\u843c\uff09\u306a\u3069\u306b\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001Iris Versicolor\u306e\u5834\u5408Sepal\u306e\u5e45\u304c\u4ed6\u3088\u308a\u5e83\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u3067\u898b\u308b\u3068\u3001\u4e0b\u8a18\u306e\u8868\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002Sepal\u304c\u3069\u306e\u9577\u3055\u306e\u6642\u306b\u3001\u3069\u306e\u7a2e\u985e\u306e\u30a2\u30e4\u30e1\u3067\u3042\u308b\u304b\u306a\u3069\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_36.jpg\" alt=\"3\u7a2e\u985e\u306e\u30a2\u30e4\u30e1\" referrerpolicy=\"no-referrer\" \/><\/p>\n<p>\u3053\u3053\u304b\u3089Sepal\u3068Petal\u306e\u9577\u3055\u3068\u5e45\u3092\u7e26\u8ef8\u3068\u6a2a\u8ef8\u306b\u3068\u3063\u3066\u5206\u985e\u3059\u308b\u3068\u3001\u54c1\u7a2e\u304c\u8272\u5225\u306b\u304d\u308c\u3044\u306b\u5206\u985e\u3055\u308c\u308b\u306e\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_39.jpg\" alt=\"SepalWidth\u3068PetalLength\u3067\u5206\u67901\" referrerpolicy=\"no-referrer\" \/><\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u5206\u6790\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u3069\u306e\u3088\u3046\u306b\u5fdc\u7528\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u304b\u3002\u4f8b\u3048\u3070\u88fd\u9020\u696d\u3067\u3001\u7e26\u8ef8\u3068\u6a2a\u8ef8\u3092\u5727\u529b\u306a\u3069\u3067\u5206\u985e\u3057\u307e\u3059\u3002\u3082\u3057\u3001\u9752\u304c\u4e0d\u826f\u54c1\u3067\u30aa\u30ec\u30f3\u30b8\u304c\u826f\u54c1\u306b\u306a\u308c\u3070\u3001\u3069\u306e\u6761\u4ef6\u3067\u88fd\u9020\u3059\u308c\u3070\u4e0d\u826f\u54c1\u3092\u51fa\u3055\u306a\u3044\u3067\u3059\u3080\u304b\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u307e\u3067\u3067\u30c7\u30fc\u30bf\u5206\u6790\u306f\u7d42\u308f\u308a\u3067\u3059\u3002\u5de5\u5834\u306e\u4e8b\u4f8b\u306e\u3088\u3046\u306b\u3001\u3053\u306e\u6642\u70b9\u3067\u6709\u76ca\u306a\u60c5\u5831\u304c\u5f97\u3089\u308c\u3066\u3044\u308c\u3070\u3088\u3044\u3067\u3059\u304c\u3001\u305d\u3046\u3067\u306a\u3044\u5834\u5408\u306b\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u304c\u5f79\u7acb\u3064\u306e\u3067\u3059\u3002\u4f8b\u3048\u3070\u4e0b\u8a18\u306e\u30b0\u30e9\u30d5\u306e\u3088\u3046\u306b\u65b0\u3057\u3044\u5834\u6240\u306b\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u305f\u5834\u5408\u3001\u30a2\u30e4\u30e1\u306e\u7a2e\u985e\u306f\u4f55\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u304b\u3002\u5de5\u5834\u306e\u5834\u5408\u3001\u4e0d\u826f\u54c1\u304b\u826f\u54c1\u304b\u3092\u3069\u306e\u3088\u3046\u306b\u5224\u65ad\u3059\u308c\u3070\u3044\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3053\u3053\u304b\u3089\u304c\u3001<strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u9818\u57df\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_45.jpg\" alt=\"SepalWidth\u3068PetalLength\u3067\u5206\u67902\" referrerpolicy=\"no-referrer\" \/><\/p>\n<h3><span id=\"i-6\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u8003\u3048\u65b9<\/span><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306e\u8003\u3048\u65b9\u306f\u6b21\u306e2\u3064\u3067\u3059\u3002<\/p>\n<ol>\n<li>\n<h4>\u8ddd\u96e2\u304c\u8fd1\u3044\u30b5\u30f3\u30d7\u30eb\u3092\u9078\u3093\u3067\u591a\u6570\u6c7a\u3092\u63a1\u308b\u65b9\u6cd5<\/h4>\n<p>\u6700\u3082\u8fd1\u30443\u500b\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u9078\u3073\u3001\u591a\u6570\u6c7a\u3092\u53d6\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u304f\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u305f\u3082\u306e\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u6700\u3082\u30b7\u30f3\u30d7\u30eb\u306a\u8003\u3048\u65b9\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_46.jpg\" alt=\"\u6700\u3082\u8fd1\u30443\u500b\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u9078\u3073\u591a\u6570\u6c7a\u306e\u7d50\u679c\u3067\u5206\u985e\" referrerpolicy=\"no-referrer\" \/><\/p>\n<\/li>\n<li>\n<h4>\u30c7\u30fc\u30bf\u304b\u3089\u6761\u4ef6\u5206\u5c90\u3092\u4f5c\u6210\u3057\u3001\u65b0\u3057\u3044\u30b5\u30f3\u30d7\u30eb\u3092\u5206\u985e\u3059\u308b\u65b9\u6cd5<\/h4>\n<p>\u6c7a\u5b9a\u6728\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3067\u3001\u30c7\u30fc\u30bf\u304b\u3089\u6761\u4ef6\u3092\u4f5c\u6210\u3057\u5206\u5c90\u3055\u305b\u3066\u3044\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u4e0b\u8a18\u306e\u3088\u3046\u306b\u9577\u3055\u306e\u6761\u4ef6\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u5206\u5c90\u3092\u3057\u3066\u3044\u304f\u3068\u3001\u65b0\u3057\u3044\u30b5\u30f3\u30d7\u30eb\u304c\u3044\u305a\u308c\u304b\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_47.jpg\" alt=\"\u6c7a\u5b9a\u6728\" referrerpolicy=\"no-referrer\" \/><\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u96e3\u3057\u3044\u3068\u601d\u308f\u308c\u3066\u3044\u308b\u65b9\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u8003\u3048\u65b9\u306f\u3053\u306e\u3088\u3046\u306b\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2><span id=\"i-7\">\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u306f<\/span><\/h2>\n<p>\u305d\u308c\u3067\u306f\u5b9f\u969b\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u9032\u3081\u3066\u3044\u304f\u5834\u5408\u3001\u3069\u3093\u306a\u624b\u9806\u3067\u9032\u3081\u305f\u3089\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u5177\u4f53\u7684\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><span id=\"i-8\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308b<\/span><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3067\u306f\u3001\u65e2\u5b58\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\u7528\u304c\u52b9\u679c\u7684\u3067\u3059\u3002\u6700\u3082\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c<strong>CRISP-DM<\/strong>\u3067\u3059\u3002<\/p>\n<p>CRISP-DM\u306f6\u3064\u306ePhase\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u5404Phase\u306f\u8907\u6570\u306e\u300eGeneric Task\u300f\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_71.jpg\" alt=\"GRISP-DM_\u5404Phase\u306f\u8907\u6570\u306eGeneric Task\u304b\u3089\u69cb\u6210\u3055\u308c\u308b\" referrerpolicy=\"no-referrer\" \/><\/p>\n<p>\u30c7\u30fc\u30bf\u3092\u76ee\u306e\u524d\u306b\u3059\u308b\u3068\u3044\u304d\u306a\u308a\u5206\u6790\u3057\u304c\u3061\u3067\u3059\u304c\u30016\u3064\u306e\u30d5\u30a7\u30fc\u30ba\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002CRISP-DM\u3067\u306f\u3001\u307e\u305a\u300eBusiness understanding\u300f\u3001\u3064\u307e\u308a\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306e\u7406\u89e3\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u3084\u7d30\u304b\u3044\u90e8\u5206\u307e\u3067\u3072\u3068\u3064\u3072\u3068\u3064\u7406\u89e3\u3057\u3001\u30c7\u30fc\u30bf\u3092\u9078\u5225\u3057\u305f\u308a\u7d71\u5408\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3088\u3046\u3084\u304f\u300eModeling\u300f\u3001\u3064\u307e\u308a\u5177\u4f53\u7684\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u8a66\u3059\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u308a\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3092\u53d7\u3051\u3066\u691c\u8a3c\u3057\u3001\u7d50\u679c\u304c\u51fa\u306a\u304b\u3063\u305f\u3089\u307e\u305f\u300eBusiness understanding\u300f\u306b\u623b\u308b\u3068\u3044\u3046\u5f62\u3067\u9032\u3081\u3066\u3044\u304f\u306e\u304c\u738b\u9053\u3067\u3059\u3002<\/p>\n<p>CRISP-DM\u306f\u696d\u754c\u6a2a\u65ad\u3067\u4f7f\u3048\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u306e\u3067\u3001\u307e\u305a\u306f\u3053\u308c\u306b\u6cbf\u3063\u3066\u9032\u3081\u3066\u3044\u304f\u3053\u3068\u3092\u304a\u85a6\u3081\u3057\u307e\u3059\u3002<\/p>\n<h3><span id=\"i-9\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u91cd\u8981\u6027<\/span><\/h3>\n<p>\u5148\u307b\u3069\u3082\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3067\u306f\u30d3\u30b8\u30cd\u30b9\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3061\u306a\u307f\u306b\u3001<strong>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5de5\u6570\u306e8\u5272<\/strong>\u304c\u300eBusiness understanding\u300f\u304b\u3089\u300eData preparation\u300f\u307e\u3067\u306b\u5272\u304b\u308c\u3066\u3044\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3053\u306e\u5de5\u6570\u3092\u524a\u6e1b\u3059\u308b\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u304c\u91cd\u8981\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"border-on\" src=\"https:\/\/nomad-journal.jp\/wp-content\/uploads\/2018\/10\/20181016_slide_87.jpg\" alt=\"Business understandings\u304b\u3089Data preparation\u304c\u5de5\u6570\u306e8\u5272\" referrerpolicy=\"no-referrer\" 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