{"id":5307,"date":"2021-11-22T14:56:47","date_gmt":"2021-11-22T05:56:47","guid":{"rendered":"http:\/\/kbmanagement.biz\/?p=5307"},"modified":"2021-11-22T14:56:47","modified_gmt":"2021-11-22T05:56:47","slug":"%e8%a7%a3%e8%aa%ac%e3%80%80%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a2%e3%83%8a%e3%83%aa%e3%83%86%e3%82%a3%e3%82%af%e3%82%b9%e3%80%80%ef%bc%885%ef%bc%89","status":"publish","type":"post","link":"https:\/\/kbmanagement.biz\/?p=5307","title":{"rendered":"\u89e3\u8aac\u3000\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3000\uff085\uff09"},"content":{"rendered":"<h1 align=\"left\">BDA\u306e\u9818\u57df\u30003\uff1a\u3000\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b<\/h1>\n<p align=\"left\">\u300c\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u300d\u9818\u57df\u306b\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u304c\u3001\u305d\u308c\u306b\u306f\u3069\u306e\u30e2\u30c7\u30eb\u3084\u6570\u5b66\u7684\u30c6\u30af\u30cb\u30c3\u30af\u3082\u3057\u304f\u306f\u7d71\u8a08\u7684\u30c6\u30af\u30cb\u30c3\u30af\u3092\u5229\u7528\u3059\u308b\u304b\u3092\u6c7a\u3081\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u3002\u300c\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u300d\u9818\u57df\u3067\u306f\u5206\u6790\u7528\u306b\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3057\u3001 \u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u65bd\u3057\u3001 \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3084\u7d50\u679c\u304c\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u7b54\u3048\u308b\u3053\u3068\u306b\u5f79\u7acb\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u9818\u57df\u3067\u306f\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b7\u30b9\u5c02\u9580\u8077\u306f\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30fb\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u3092\u81ea\u5206\u3067\u62c5\u5f53\u3059\u308b\u3088\u308a\u3082\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u652f\u63f4\u306b\u56de\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b7\u30b9\u5c02\u9580\u8077\u306e\u5f37\u529b\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u4f5c\u696d\u304c\u9069\u5207\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u6cbf\u3063\u3066\u5b9f\u65bd\u3055\u308c\u308b\u3053\u3068\u3092\u78ba\u5b9f\u306b\u3057\u307e\u3059\u3002<\/p>\n<p align=\"left\">\u300c\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u300d\u9818\u57df\u3067\u306e\u30bf\u30b9\u30af\u3092\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ol>\n<li>\u00a0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u8a08\u753b\u3092\u7acb\u3066\u308b<\/li>\n<li>\u00a0\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3059\u308b<\/li>\n<li>\u00a0\u30c7\u30fc\u30bf\u3092\u63a2\u7d22\u3059\u308b<\/li>\n<li>\u00a0\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u65bd\u3059\u308b<\/li>\n<li>\u00a0\u63a1\u7528\u3057\u305f\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u30b7\u30b9\u30c6\u30e0\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u8a55\u4fa1\u3059\u308b<\/li>\n<\/ol>\n<p><a href=\"https:\/\/kbmanagement.biz\/wordpress\/wp-content\/uploads\/2021\/11\/BDA_\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b_2021\u5e7411\u670822\u65e5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5308\" alt=\"BDA_\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b_2021\u5e7411\u670822\u65e5\" src=\"https:\/\/kbmanagement.biz\/wordpress\/wp-content\/uploads\/2021\/11\/BDA_\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b_2021\u5e7411\u670822\u65e5-300x225.png\" width=\"300\" height=\"225\" srcset=\"https:\/\/kbmanagement.biz\/wordpress\/wp-content\/uploads\/2021\/11\/BDA_\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b_2021\u5e7411\u670822\u65e5-300x225.png 300w, https:\/\/kbmanagement.biz\/wordpress\/wp-content\/uploads\/2021\/11\/BDA_\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b_2021\u5e7411\u670822\u65e5-146x110.png 146w, https:\/\/kbmanagement.biz\/wordpress\/wp-content\/uploads\/2021\/11\/BDA_\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b_2021\u5e7411\u670822\u65e5.png 960w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<h2 align=\"left\">\uff11\uff0e\u30c7\u30fc\u30bf\u5206\u6790\u306e\u8a08\u753b\u3092\u7acb\u3066\u308b<\/h2>\n<p align=\"left\">\u30c7\u30fc\u30bf\u5206\u6790\u8a08\u753b\u3092\u7acb\u3066\u308b\u969b\u306b\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u4ee5\u4e0b\u306e\u3053\u3068\u3092\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u00a0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u4f7f\u7528\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u6570\u5b66\u7684\u30c6\u30af\u30cb\u30c3\u30af\u3084\u7d71\u8a08\u7684\u30c6\u30af\u30cb\u30c3\u30af<\/li>\n<li>\u00a0\u3069\u306e\u7d71\u8a08\u7684\u30e2\u30c7\u30eb\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30fb\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u304b\uff08\u56de\u5e30\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3001\u30c7\u30b7\u30b8\u30e7\u30f3\u30fb\u30c4\u30ea\u30fc\u307e\u305f\u306f\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u30b5\u30dd\u30fc\u30c8\u30fb\u30d9\u30af\u30bf\u30fc\u30fb\u30de\u30b7\u30f3\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\uff09\u3002<\/li>\n<li>\u00a0\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306f\u3001\u3069\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u95a2\u9023\u4ed8\u3051\u3057\u30b8\u30e7\u30a4\u30f3\u3059\u308b\u304b\u3002<\/li>\n<li>\u00a0\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u3057\u3001\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u65b9\u6cd5\u3002<\/li>\n<\/ul>\n<p align=\"left\">\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b7\u30b9\u5c02\u9580\u8077\u306f\u8a08\u753b\u3078\u306e\u6d1e\u5bdf\u3092\u4e0e\u3048\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7528\u306e\u521d\u671f\u8a08\u753b\u306e\u30c9\u30e9\u30d5\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u6df1\u3044\u6280\u8853\u7684\u5c02\u9580\u6027\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3067\u3059\u3002\u52b9\u679c\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u8a08\u753b\u3067\u304d\u308b\u3088\u3046\u306b\u30a2\u30ca\u30ea\u30b7\u30b9\u30b9\u30ad\u30eb\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3 align=\"left\">\u5178\u578b\u7684\u306a\u30e2\u30c7\u30eb\u3084\u30c6\u30af\u30cb\u30c3\u30af\u3002<\/h3>\n<ul>\n<li>\u6700\u5c11\u4e8c\u4e57\u56de\u5e30<\/li>\n<li>ARIMA (Auto Regressive Integrated Moving Average)\u81ea\u5df1\u56de\u5e30\u548c\u5206\u79fb\u52d5\u5e73\u5747\u6cd5<\/li>\n<li>\u30c7\u30b7\u30b8\u30e7\u30f3\u30fb\u30c4\u30ea\u30fc<\/li>\n<li>\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8<\/li>\n<li>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30<\/li>\n<li>k\u8fd1\u508d\u6cd5<\/li>\n<li>\u30ca\u30a4\u30fc\u30d6\u30fb\u30d9\u30a4\u30ba<\/li>\n<li>SVM\uff08Support Vector Machine\uff1a\u30b5\u30dd\u30fc\u30c8\u30fb\u30d9\u30af\u30bf\u30fc\u30fb\u30de\u30b7\u30f3\uff09<\/li>\n<li>\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3<\/li>\n<\/ul>\n<h2 align=\"left\">\uff12\uff0e\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3059\u308b<\/h2>\n<p align=\"left\">\u3044\u308f\u3086\u308b\u30c7\u30fc\u30bf\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<p align=\"left\">\u4e3b\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u884c\u3046\u30bf\u30b9\u30af\u3067\u3001\u30c7\u30fc\u30bf\u9593\u306b\u5b58\u5728\u3059\u308b\u95a2\u4fc2\u6027\u3092\u7406\u89e3\u3057\u307e\u3059\u3002\u4e8c\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u306f0\u5bfe1\u30011\u5bfe1\u30011\u5bfe\u591a\u3001\u306e\u3069\u306e\u95a2\u4fc2\u304b\u3002\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u9593\u306e\u7d50\u5408\u307e\u305f\u306f\u30ea\u30f3\u30af\u306e\u78ba\u7acb\u3001\u30c7\u30fc\u30bf\u306e\u6b63\u898f\u5316\u3001\u6a19\u6e96\u5316\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u306e\u5909\u63db\u3082\u3042\u308a\u307e\u3059\u3002\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u304c\u305d\u306e\u307e\u307e\u3067\u306f\u4f7f\u3048\u306a\u3044\u305f\u3081\u30c7\u30fc\u30bf\u3092\u88dc\u6b63\u3057\u305f\u308a\u524a\u9664\u3057\u305f\u308a\u3001\u3059\u306a\u308f\u3061\u30c7\u30fc\u30bf\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30fb\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u3067\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3059\u308b\u969b\u306b\u3001\u5f37\u529b\u306a\u6280\u8853\u7684\u30b9\u30ad\u30eb\u3068\u7d71\u8a08\u5b66\u306e\u77e5\u8b58\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n<li>\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30d5\u30a1\u30b7\u30ea\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u5f15\u304d\u51fa\u3057\u306e\u30b9\u30ad\u30eb\u306b\u3088\u308a\u60c5\u5831\u3092\u88dc\u5b8c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2 align=\"left\">\uff13\uff0e\u30c7\u30fc\u30bf\u3092\u63a2\u7d22\u3059\u308b<\/h2>\n<p align=\"left\">\u8a73\u7d30\u306a\u30c7\u30fc\u30bf\u5206\u6790\u4f5c\u696d\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u306e\u30bf\u30a4\u30d7\u3068\u54c1\u8cea\u304c\u5f97\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u8cac\u52d9\u3067\u3059\u304c\u3001\u30d3\u30b8\u30cd\u30b9\u30fb\u30c9\u30e1\u30a4\u30f3\u306e\u7406\u89e3\u304c\u5fc5\u8981\u306a\u306e\u3067\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b7\u30b9\u5c02\u9580\u8077\u304c\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<p align=\"left\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u8a55\u4fa1\u3057\u3001\u4ee5\u4e0b\u306e\u30c1\u30a7\u30c3\u30af\u30fb\u30dd\u30a4\u30f3\u30c8\u3092\u7528\u3044\u3066\u5bfe\u5fdc\u306e\u65b9\u5411\u6027\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u00a0\u30c7\u30fc\u30bf\u5b8c\u5168\u6027\uff1a\u30c7\u30fc\u30bf\u306f\u69cb\u9020\u7684\u306b\u6b63\u3057\u3044\u304b\u3002<\/li>\n<li>\u00a0\u30c7\u30fc\u30bf\u59a5\u5f53\u6027\uff1a\u30c7\u30fc\u30bf\u306f\u672c\u5f53\u306b\u57fa\u790e\u3068\u306a\u308b\u69cb\u6210\u8981\u7d20\u3092\u4ee3\u8868\u3059\u308b\u3082\u306e\u304b\u3002<\/li>\n<li>\u00a0\u30c7\u30fc\u30bf\u4fe1\u983c\u6027\uff1a\u8907\u6570\u56de\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u305f\u3068\u304d\u306b\u3001\u540c\u3058\u7d50\u679c\u3092\u5f97\u3089\u308c\u308b\u304b\u3002<\/li>\n<li>\u00a0\u30c7\u30fc\u30bf\u306e\u504f\u308a\uff1a\u30c7\u30fc\u30bf\u306f\u4e0e\u3048\u3089\u308c\u305f\u72b6\u6cc1\u3092\u6b63\u78ba\u306b\u63cf\u5199\u3057\u3066\u3044\u308b\u304b\u3002<\/li>\n<\/ul>\n<p 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