{"id":2308,"date":"2024-04-05T20:52:49","date_gmt":"2024-04-05T11:52:49","guid":{"rendered":"http:\/\/www.culnou.com\/mumu\/?page_id=2308"},"modified":"2024-09-08T12:42:48","modified_gmt":"2024-09-08T03:42:48","slug":"culnou_dm","status":"publish","type":"page","link":"https:\/\/www.culnou.com\/mumu\/culnou_dm\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u5c0e\u5165\u652f\u63f4\u30b5\u30fc\u30d3\u30b9"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2020\/07\/transformation-3746922_1920.jpg\" alt=\"\" width=\"1920\" height=\"853\" \/><br \/>\n\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u5c0e\u5165\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u6b21\u306e\u89b3\u70b9\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"#why\"><strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/a><\/li>\n<li><a href=\"#contents\"><strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u5c0e\u5165\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u5185\u5bb9<\/strong><\/a><\/li>\n<\/ul>\n<p><a id=\"why\"><\/a><\/p>\n<h2>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u91cd\u8981\u6027<\/h2>\n<p><iframe loading=\"lazy\" title=\"\u30c6\u3099\u30fc\u30bf\u30de\u30cd\u30b7\u3099\u30e1\u30f3\u30c8\u306e\u91cd\u8981\u6027\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/95-QFNcZL5s?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><br \/>\n\u5148\u884c\u304d\u4e0d\u900f\u660e\u3067\u4e88\u6e2c\u56f0\u96e3\u306a\u6642\u4ee3\u3001\u7d4c\u9a13\u3084\u52d8\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001<br \/>\n<strong>\u7a3c\u3050\u529b\u3092\u6301\u3064\u8cc7\u7523\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3046\u5229\u6d3b\u7528\u3057\u3066\u304f\u304b<\/strong><br \/>\n\u3068\u3044\u3046\u3053\u3068\u304c\u4f1a\u793e\u3092\u767a\u5c55\u3055\u305b\u3066\u3044\u304f\u305f\u3081\u306e\u91cd\u8981\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u300c\u30c7\u30fc\u30bf\u306f\u65b0\u3057\u3044\u77f3\u6cb9\uff08Data is the new oil\uff09\u300d\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u4f1a\u793e\u306b\u7720\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u3001\u4eba\u3084AI\u304c\u3001\u3044\u304b\u306b\u3046\u307e\u304f\u5229\u6d3b\u7528\u3057\u3066\u4f01\u696d\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u304c\u91cd\u8981\u306a\u306e\u3067\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2023\/10\/data-rikatuyou.png\" alt=\"\" width=\"500\" height=\"500\"><br \/>\n\u6700\u8fd1\u3067\u306f\u3001<a href=\"https:\/\/amzn.to\/3Ty3M5A\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u300cDATA is BOSS \u53ce\u76ca\u304c\u4e0a\u304c\u308a\u7d9a\u3051\u308b\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u5165\u9580\u300d<\/strong><\/span><\/a>\u3068\u3044\u3046\u66f8\u7c4d\u3067\u3001<a href=\"https:\/\/rakusui.org\/data-driven\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6<\/strong><\/span><\/a>\u306b\u8235\u3092\u304d\u308a\u3001\u58f2\u4e0a\u53f3\u80a9\u4e0a\u304c\u308a\u306e\u6025\u6210\u9577\u3092\u3068\u3052\u305f<a href=\"https:\/\/www.ikyu.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u300c\u4e00\u4f11.com\u300d<\/strong><\/span><\/a>\u306e\u4f8b\u304c\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3066\u3001\u7d4c\u55b6\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u306e\u91cd\u8981\u6027\u306f\u7406\u89e3\u3057\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u3001<\/p>\n<ul>\n<li>\u4f1a\u793e\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b\u306e\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<li>\u4f1a\u793e\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u4eba\u6750\u304c\u3044\u306a\u3044<\/li>\n<li>\u30b3\u30b9\u30c8\u3092\u304b\u3051\u3066\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u305f\u306e\u306b\u6709\u52b9\u6d3b\u7528\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n<p>\u3068\u3044\u3046\u72b6\u6cc1\u306b\u3042\u308b\u3088\u3046\u3067\u3059\u3002<br \/>\n\u3053\u308c\u306f\u3001<\/p>\n<ul>\n<li>\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u91cd\u8981\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<li>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306f\u3069\u3053\u306b\u3069\u3046\u3044\u3046\u72b6\u614b\u3067\u5b58\u5728\u3057\u3066\u3044\u308b\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<li>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<li>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\u72b6\u614b\u306b\u3059\u308b\u305f\u3081\u306b\u306f\u4f55\u3092\u3059\u308c\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<\/ul>\n<p>\u306a\u3069\u3001\u30c7\u30fc\u30bf\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3059\u305f\u3081\u306e\u77e5\u8b58\u3084\u4ed5\u7d44\u304c\u5341\u5206\u306b\u6574\u5099\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u66f8\u7c4d\u300cDATA is BOSS \u53ce\u76ca\u304c\u4e0a\u304c\u308a\u7d9a\u3051\u308b\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u5165\u9580\u300d\u3067\u306f\u3001\u65e5\u672c\u3067\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u304c\u6a5f\u80fd\u3057\u3066\u3044\u306a\u3044\u30b1\u30fc\u30b9\u306e\u6700\u521d\u306b\u300c\u898b\u305f\u3044\u30c7\u30fc\u30bf\u304c\u898b\u3089\u308c\u306a\u3044\u300d\u30b1\u30fc\u30b9\u3092\u3042\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote class=\"wp-block-quote\"><p>\n\u3053\u3046\u3057\u305f\u5834\u5408\u306f\u3001\u305d\u3082\u305d\u3082<strong>\u30c7\u30fc\u30bf\u3092\u6574\u5099\u3059\u308b\u30b1\u30a4\u30d1\u30d3\u30ea\u30c6\u30a3\u304c\u4e0d\u8db3<\/strong>\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u5177\u4f53\u7684\u306b\u306f\u3001\u3069\u3046\u3044\u3063\u305f\u30c7\u30fc\u30bf\u3084\u3069\u3093\u306a\u5206\u6790\u304c\u3067\u304d\u308c\u3070\u9867\u5ba2\u306e\u59ff\u304c\u898b\u3048\u3066\u304f\u308b\u304b\u63cf\u3044\u305f\u4e0a\u3067\u3001\u53ce\u96c6\u3059\u308b\u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u30a4\u30f3\u30d5\u30e9\u306e\u6574\u5099\u3001\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u65b9\u6cd5\u306a\u3069\u3092\u4ea4\u901a\u6574\u7406\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u305d\u308c\u306f\u4e8b\u696d\u306e\u7279\u6027\u3084\u7d44\u7e54\u306e\u72b6\u6cc1\u306b\u3088\u3063\u3066\u5909\u308f\u3063\u3066\u304f\u308b\u306e\u3067\u3001\u793e\u5185\u5916\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u3046\u307e\u304f\u4f7f\u3063\u3066\u3001<strong>\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u3092\u6574\u5099\u3057\u3066\u3044\u304f\u305f\u3081\u306e\u4f53\u5236\u3065\u304f\u308a\u304b\u3089\u3001\u3057\u3063\u304b\u308a\u53d6\u308a\u7d44\u3080\u306e\u304c\u5f97\u7b56<\/strong>\u3067\u3059\u3002\n<\/p><\/blockquote>\n<p>\u300cDATA is BOSS \u53ce\u76ca\u304c\u4e0a\u304c\u308a\u7d9a\u3051\u308b\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u5165\u9580\u300d\u3088\u308a\u5f15\u7528<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u793e\u54e1\u304c\u300c\u3053\u3093\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u305f\u3044\uff01\u300d\u3068\u8003\u3048\u3066\u3082\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u6e96\u5099\uff08\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\uff09\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2024\/04\/data-kakou.png\" alt=\"\" width=\"500\" height=\"500\"><\/p>\n<p>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306f\u3001\u4e3b\u306b<\/p>\n<ul>\n<li>\u30d3\u30b8\u30cd\u30b9\u3068\u3057\u3066\u7d4c\u6e08\u4fa1\u5024\u306e\u308b\u30c7\u30fc\u30bf\u3092\u7279\u5b9a\u3059\u308b\u65b9\u6cd5<\/li>\n<li>\u4f01\u696d\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u69cb\u9020\uff08\u30c7\u30fc\u30bf\u540c\u58eb\u306e\u95a2\u4fc2\uff09\u3084\u30c7\u30fc\u30d5\u30ed\u30fc\uff08\u30c7\u30fc\u30bf\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u901a\u3057\u305f\u6d41\u308c\uff09\u3092\u53ef\u8996\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306e\u898b\u53d6\u308a\u56f3\uff08\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff09\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u30ab\u30bf\u30ed\u30b0\u5316\u3057\u3066\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306b\u95a2\u3059\u308b\u60c5\u5831\uff08\u30c7\u30fc\u30bf\u306e\u6709\u7121\u3001\u6240\u5728\u3001\u69cb\u9020\u3001\u6765\u6b74\u3001\u54c1\u8cea\u306e\u72b6\u614b\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ec\u30d9\u30eb\u3001\u5229\u7528\u3059\u308b\u3068\u304d\u306e\u9023\u7d61\u5148\u306a\u3069\uff09\u3092\u3059\u3050\u306b\u5165\u624b\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u65b9\u6cd5<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u30fb\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u308b\u3068\u3068\u3082\u306b\u30c7\u30fc\u30bf\u5229\u6d3b\u7528\u306e\u52b9\u7387\u3092\u4e0a\u3052\u308b\u65b9\u6cd5<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u901a\u3057\u3066\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\uff08\u4e00\u610f\u6027\u3001\u5b8c\u5168\u6027\u3001\u4e00\u8cab\u6027\u306a\u3069\uff09\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u7d44\u7e54\u7684\u306b\u7d71\u5236\u3059\u308b\u65b9\u6cd5<\/li>\n<\/ul>\n<p>\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br \/>\n\u306a\u306e\u3067\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u30b5\u30a4\u30af\u30eb\u3092\u6975\u9650\u307e\u3067\u65e9\u304f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001<a href=\"https:\/\/rakusui.org\/data-driven\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6<\/strong><\/span><\/a>\u306b\u3088\u308b\u4eee\u8aac\u691c\u8a3c\u306e\u56de\u8ee2\u901f\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2024\/04\/data-jyunbi.png\" alt=\"\" width=\"1000\" height=\"1000\"><br \/>\n\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306f\u3001\u4f1a\u793e\u306b\u3042\u308b\u30ab\u30aa\u30b9\u306a\u72b6\u614b\u306e\u30c7\u30fc\u30bf\u3092\u6574\u5099\u3057\u3001\u4f01\u696d\u4fa1\u5024\u3092\u751f\u3080\u72b6\u614b\u306b\u8cc7\u7523\u5316\u3057\u307e\u3059\u3002<br \/>\n\u3064\u307e\u308a\u3001\u4f1a\u793e\u306b\u7720\u3063\u3066\u3044\u308b\u8ca0\u50b5\u3068\u3057\u3066\u306e\uff08\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3060\u3051\u306e\uff09\u30c7\u30fc\u30bf\u3092\u7d4c\u6e08\u4fa1\u5024\u306e\u3042\u308b\u8cc7\u7523\u3068\u3057\u3066\u306e\uff08\u7a3c\u3050\u529b\u3092\u6301\u3064\uff09\u30c7\u30fc\u30bf\u306b\u5909\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2024\/03\/data-assets.png\" alt=\"\" width=\"1000\" height=\"1000\"><br \/>\n<strong>\u30c7\u30fc\u30bf\u306e\u8cc7\u7523\u5316<\/strong>\u3068\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\uff08\u7d4c\u6e08\u4fa1\u5024\u3092\u6301\u3064\uff09\u30c7\u30fc\u30bf\u304c\u3059\u3050\u306b\u6d3b\u7528\u3067\u304d\u308b\u72b6\u614b\u306b\u306a\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u306e\u56de\u8ee2\u901f\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u3067\u7d44\u7e54\u304c\u5b66\u7fd2\u30b9\u30d4\u30fc\u30c9\u3092\u4e0a\u3052\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<br \/>\n\u30d4\u30fc\u30bf\u30fc\u30fbM\u30fb\u30bb\u30f3\u30b2\u306e<a href=\"https:\/\/amzn.to\/49Uy6NQ\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u300c\u6700\u5f37\u7d44\u7e54\u306e\u6cd5\u5247\u300d<\/strong><\/span><\/a>\u3068\u3044\u3046\u66f8\u7c4d\u306b\u3001<br \/>\n<strong>\u7af6\u4e89\u76f8\u624b\u3088\u308a\u65e9\u304f\u5b66\u3079\u308b\u80fd\u529b\u3001\u305d\u308c\u304c\u7af6\u4e89\u529b\u3092\u7dad\u6301\u3059\u308b\u552f\u4e00\u306e\u9375\u3067\u3042\u308b<\/strong><br \/>\n\u3068\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n<strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306b\u3088\u3063\u3066\u7af6\u4e89\u76f8\u624b\u3088\u308a\u65e9\u304f\u5b66\u3079\u308b\u80fd\u529b\u3092\u3064\u3051\u308b\u3053\u3068\u3067\u4f01\u696d\u306e\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/strong>\u306e\u3067\u3059\u3002<br \/>\n<a id=\"contents\"><\/a><\/p>\n<h2>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u5c0e\u5165\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u5185\u5bb9<\/h2>\n<p>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u5c0e\u5165\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u6b21\u306e\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"#dm-workshop\"><strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4f53\u9a13\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><\/a><\/li>\n<li><a href=\"#da-support\"><strong>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9<\/strong><\/a><\/li>\n<li><a href=\"#catalog-support\"><strong>\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u4f5c\u6210\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9<\/strong><\/a><\/li>\n<li><a href=\"#dm-support\"><strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9<\/strong><\/a><\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4f53\u9a13\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306f\u3001\u793e\u5185\u3067\u30c7\u30fc\u30bf\u4eba\u6750\u3092\u80b2\u6210\u3057\u305f\u3044\u5834\u5408\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9\u3001\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u4f5c\u6210\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u696d\u52d9\u3092\u30a2\u30a6\u30c8\u30bd\u30fc\u30b9\u3057\u305f\u3044\u5834\u5408\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<br \/>\n\u306a\u304a\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u5c0e\u5165\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3059\u308b\u305f\u3081\u306e\u4e8b\u524d\u6e96\u5099\u3068\u3057\u3066\u6b21\u306e\u52d5\u753b\u3092\u8996\u8074\u3057\u3066\u3044\u305f\u3060\u304d\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30d3\u30b8\u30cd\u30b9\u306b\u95a2\u3059\u308b\u57fa\u790e\u6982\u5ff5\u3092\u7406\u89e3\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.culnou.com\/mumu\/basic_knowledge\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30d3\u30b8\u30cd\u30b9\u306e\u57fa\u790e\u77e5\u8b58<\/strong><\/span><\/a><br \/>\n<\/br><br \/>\n\u4f01\u696d\u306e\u62c5\u5f53\u8005\u306e\u65b9\u3078<br \/>\n\u4e00\u5ea6\u3001\u8a73\u7d30\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<strong>\u304a\u554f\u3044\u5408\u308f\u305b<\/strong>\u306f\u4ee5\u4e0b\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<a href=\"mailto:culnou_dm@culnou.com\" target=\"_blank\" rel=\"noopener\">culnou_dm@culnou.com<\/a><br \/>\n<a id=\"dm-workshop\"><\/a><\/p>\n<h3>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4f53\u9a13\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/h3>\n<p>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4f53\u9a13\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3067\u306f\u3001\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3092\u901a\u3057\u3066\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u6210\u679c\u7269\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u5b9f\u8df5\u7684\u306b\u3001\u8cb4\u793e\u306e\u30c7\u30fc\u30bf\u4eba\u6750\u3092\u80b2\u6210\u3057\u307e\u3059\u3002<br \/>\n\u306a\u304a\u3001\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3068\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u6f14\u7fd2\u3092\u901a\u3057\u3066\u53c2\u52a0\u8005\u304c\u4e3b\u4f53\u7684\u306b\u610f\u898b\u4ea4\u63db\u3084\u554f\u984c\u89e3\u6c7a\u306a\u3069\u306e\u5354\u50cd\u6d3b\u52d5\u3092\u884c\u3044\u3001\u5b9f\u8df5\u7684\u306a\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u4ed8\u3051\u3089\u308c\u308b\u53c2\u52a0\u30fb\u4f53\u9a13\u578b\u306e\u7814\u4fee\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u4f01\u696d\u306e\u62c5\u5f53\u8005\u306e\u65b9\u3078<br \/>\n\u4e00\u5ea6\u3001\u8a73\u7d30\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<strong>\u304a\u554f\u3044\u5408\u308f\u305b<\/strong>\u306f\u4ee5\u4e0b\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<a href=\"mailto:culnou_dm@culnou.com\" target=\"_blank\" rel=\"noopener\">culnou_dm@culnou.com<\/a><\/p>\n<ul>\n<li><a href=\"#workshop-summary\"><strong>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u610f\u7fa9<\/strong><\/a><\/li>\n<li><a href=\"#da-students\"><strong>\u5bfe\u8c61\u8005<\/strong><\/a><\/li>\n<li><a href=\"#da-goals\"><strong>\u5b66\u7fd2\u76ee\u6a19<\/strong><\/a><\/li>\n<li><a href=\"#da-features\"><strong>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u7279\u5fb4<\/strong><\/a><\/li>\n<li><a href=\"#da-contents\"><strong>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u5185\u5bb9<\/strong><\/a><\/li>\n<li><a href=\"#dm-approach\"><strong>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u9032\u3081\u65b9<\/strong><\/a><\/li>\n<li><a href=\"#dm-attention\"><strong>\u6ce8\u610f\u4e8b\u9805<\/strong><\/a><\/li>\n<\/ul>\n<p><a id=\"workshop-summary\"><\/a><\/p>\n<h4>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u52b9\u679c<\/h4>\n<p>\u6628\u4eca\u306e\u751f\u6210AI\u306e\u98db\u8e8d\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u304c\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3066\u3001\u7d4c\u55b6\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u306e\u91cd\u8981\u6027\u306f\u7406\u89e3\u3057\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u3001<\/p>\n<ul>\n<li>\u4f1a\u793e\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b\u306e\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<li>\u4f1a\u793e\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u4eba\u6750\u304c\u3044\u306a\u3044<\/li>\n<li>\u30b3\u30b9\u30c8\u3092\u304b\u3051\u3066\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u305f\u306e\u306b\u6709\u52b9\u6d3b\u7528\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n<p>\u3068\u3044\u3046\u72b6\u6cc1\u306b\u3042\u308b\u3088\u3046\u3067\u3059\u3002\u2028<br \/>\n\u3053\u308c\u306f\u3001<\/p>\n<ul>\n<li>\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u91cd\u8981\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<li>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306f\u3069\u3053\u306b\u3069\u3046\u3044\u3046\u72b6\u614b\u3067\u5b58\u5728\u3057\u3066\u3044\u308b\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<li>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<li>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\u72b6\u614b\u306b\u3059\u308b\u305f\u3081\u306b\u306f\u4f55\u3092\u3059\u308c\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\n<\/ul>\n<p>\u306a\u3069\u3001\u30c7\u30fc\u30bf\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3059\u305f\u3081\u306e\u77e5\u8b58\u3084\u4ed5\u7d44\u304c\u5341\u5206\u306b\u6574\u5099\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3059\u305f\u3081\u306e\u77e5\u8b58\u3084\u4ed5\u7d44\u304c\u5341\u5206\u306b\u6574\u5099\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30a4\u30f3\u30d5\u30e9\u3092\u69cb\u7bc9\u3059\u308b\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u3057\u3063\u304b\u308a\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n<strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306f\u3001DX\u3092\u652f\u3048\u308b\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u306e\u5fc5\u8981\u6761\u4ef6<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u52b9\u679c\u306f\u6b21\u306e\uff13\u3064\u3067\u3059\u3002<\/p>\n<ol>\n<li><strong>\u7d4c\u55b6\u3084\u30d3\u30b8\u30cd\u30b9\u306e\u8996\u70b9\u306b\u7acb\u3063\u3066\u30c7\u30fc\u30bf\u3092\u8a2d\u8a08\u3059\u308b\u529b\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/strong><br \/>\n\u30c7\u30fc\u30bf\u306f\u3001IT\u306e\u8981\u7d20\u3068\u3044\u3046\u3088\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u8981\u7d20\u3068\u3057\u3066\u306e\u5074\u9762\u304c\u5f37\u304f\u3001\u305d\u3053\u3092\u8003\u3048\u306a\u3044\u3068\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u6709\u52b9\u6d3b\u7528\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<br \/>\n\u672c\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4f53\u9a13\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3067\u306f\u3001<br \/>\n\u30fb\u4f1a\u793e\u306e\u9867\u5ba2\u306b\u63d0\u4f9b\u3059\u308b\u4fa1\u5024\u306f\u4f55\u304b<br \/>\n\u30fb\u305d\u308c\u3092\u5b9f\u73fe\u3059\u308b\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3\u3068\u3001\u5404\u6d3b\u52d5\u306e\u6226\u7565\u76ee\u6a19\u306f\u4f55\u304b<br \/>\n\u30fb\u305d\u306e\u6226\u7565\u76ee\u6a19\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8cc7\u7523\u3068\u3057\u3066\u306e\uff08\u7a3c\u3050\u529b\u3092\u6301\u3064\uff09\u30c7\u30fc\u30bf\u306f\u4f55\u304b<br \/>\n\u3068\u3044\u3046\u3088\u3046\u306b\u3001<br \/>\n\u4fa1\u5024\u5275\u51fa\u30d7\u30ed\u30bb\u30b9\u306e\u4e00\u74b0\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf\u306f\u4f55\u304b\u8003\u3048\u308b\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u306a\u306e\u3067\u3001\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306b\u53c2\u52a0\u3055\u308c\u305f\u65b9\u306f\u3001\u81ea\u793e\u306e\u6226\u7565\u3092\u6226\u7565\u30de\u30c3\u30d7\u3068BSC\u306eKPI\u3068\u3044\u3046\u304b\u305f\u3061\u3067\u6574\u7406\u3057\u3001\u305d\u308c\u3092\u6d3b\u304b\u3059\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u8a2d\u8a08\u3059\u308b\u529b\u3092\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u4f01\u696d\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3059\u308b\u529b\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/strong><br \/>\n\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3068\u3057\u3066\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3001\u69cb\u9020\u3001\u6765\u6b74\u3001\u54c1\u8cea\u8981\u4ef6\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ec\u30d9\u30eb\u306a\u3069\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306b\u95a2\u3059\u308b\u610f\u601d\u6c7a\u5b9a\u3092\u3059\u308b\u4e0a\u3067\u5fc5\u8981\u306a\u9752\u5199\u771f\uff08\u8ad6\u7406\u7684\u57fa\u76e4\uff09\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br \/>\n\u672c\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3067\u306f\u3001\u6700\u3082\u672c\u8cea\u7684\u306a\uff08\u30b9\u30ad\u30fc\u30e0\u3084\u6280\u8853\u306b\u5de6\u53f3\u3055\u308c\u306a\u3044\uff09\u6982\u5ff5\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3059\u308b\u6d41\u308c\u3092\u5b9f\u8df5\u3059\u308b\u3053\u3068\u3067\u3001\u3042\u308b\u3079\u304d\u696d\u52d9\u306e\u4ed5\u7d44\u3092\u8a2d\u8a08\u3059\u308b\u529b\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\n<\/li>\n<li><strong>\u4f4e\u30b3\u30b9\u30c8\u3067\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u3092\u4f53\u611f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/strong><br \/>\n\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u7d44\u7e54\u7684\u306b\u5c0e\u5165\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4eba\u6750\u3082\u542b\u3081\u305f\u8a08\u753b\u3092\u7acb\u3066\u3066\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u672c\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4f53\u9a13\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306f\u3001\u5c11\u4eba\u6570\u3067\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u5168\u4f53\u3092\u4f53\u611f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u306a\u306e\u3067\u3001\u672c\u683c\u7684\u306b\u5c0e\u5165\u3059\u308b\u524d\u306b\u3001\u4f1a\u793e\u306b\u3068\u3063\u3066\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u5c0e\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3082\u542b\u3081\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n<p><a id=\"da-students\"><\/a><\/p>\n<h4>\u5bfe\u8c61\u8005<\/h4>\n<p>DX\u3092\u63a8\u9032\u3059\u308b\u4e00\u74b0\u3068\u3057\u3066\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u5c0e\u5165\u306b\u8208\u5473\u304c\u3042\u308b\u65b9\u3002\u7279\u306b\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u57fa\u76e4\u3092\u6709\u52b9\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u65b9\u6cd5\u306b\u3064\u3044\u3066\u77e5\u308a\u305f\u3044\u65b9\u3002<br \/>\n\u73fe\u5834\u306e\u696d\u52d9\u8ab2\u984c\u3092\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u89e3\u6c7a\u3059\u308b\u5fc5\u8981\u306e\u3042\u308b\u696d\u52d9\u90e8\u9580\u306e\u65b9\u3067\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u5c0e\u5165\u306b\u8208\u5473\u304c\u3042\u308b\u65b9\u3002<\/p>\n<p>\u4eba\u6570\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u6700\u5c0f\u4eba\u6570\uff1a3\u540d<br \/>\n\u6700\u59271\u30b0\u30eb\u30fc\u30d7\u5f53\u305f\u308a\u4eba\u6570\uff1a4\u540d<br \/>\n\u6700\u5927\u4eba\u6570\uff1a20\u540d<br \/>\n<a id=\"da-goals\"><\/a><\/p>\n<h4>\u5b66\u7fd2\u76ee\u6a19<\/h4>\n<p>\u5b66\u7fd2\u76ee\u6a19\u306f\u3001\u6b21\u306e\u70b9\u306b\u3064\u3044\u3066\u7406\u89e3\u3057\u5b9f\u8df5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u30d3\u30b8\u30cd\u30b9\u3068\u3057\u3066\u7d4c\u6e08\u4fa1\u5024\u306e\u3042\u308b\u30c7\u30fc\u30bf\u3092\u7279\u5b9a\u3059\u308b\u65b9\u6cd5<\/li>\n<li>\u4f01\u696d\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u3084\u30c7\u30fc\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306e\u898b\u53d6\u308a\u56f3\uff08\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff09\u3092\u8a2d\u8a08\u3059\u308b\u65b9\u6cd5<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u30ab\u30bf\u30ed\u30b0\u5316\u3057\u3066\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306b\u95a2\u3059\u308b\u60c5\u5831\uff08\u30c7\u30fc\u30bf\u306e\u6709\u7121\u3001\u6240\u5728\u3001\u69cb\u9020\u3001\u6765\u6b74\u3001\u54c1\u8cea\u306e\u72b6\u614b\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ec\u30d9\u30eb\u3001\u5229\u7528\u3059\u308b\u3068\u304d\u306e\u9023\u7d61\u5148\u306a\u3069\uff09\u3092\u3059\u3050\u306b\u5165\u624b\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u65b9\u6cd5<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u30fb\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u308b\u3068\u3068\u3082\u306b\u30c7\u30fc\u30bf\u5229\u6d3b\u7528\u306e\u52b9\u7387\u3092\u4e0a\u3052\u308b\u65b9\u6cd5<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u901a\u3057\u3066\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\uff08\u4e00\u610f\u6027\u3001\u5b8c\u5168\u6027\u3001\u4e00\u8cab\u6027\u306a\u3069\uff09\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u7d44\u7e54\u7684\u306b\u7d71\u5236\u3059\u308b\u65b9\u6cd5<\/li>\n<\/ul>\n<p><a id=\"da-features\"><\/a><\/p>\n<h4>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u7279\u5fb4<\/h4>\n<ul>\n<li><strong>DMBOK\u3092\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u3057\u3066\u3044\u308b\u3053\u3068<\/strong><br \/>\n\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u3044\u3046\u3068\u4f1a\u793e\u3084\u56e3\u4f53\u306b\u3088\u3063\u3066\u3055\u307e\u3056\u307e\u306a\u5b9a\u7fa9\u3067\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u672c\u7814\u4fee\u306f\u3001<a href=\"https:\/\/rakusui.org\/dmbok\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u77e5\u8b58\u4f53\u7cfb\uff08DMBOK\uff09<\/strong><\/span><\/a>\u3092\u6a19\u6e96\u7684\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\n<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3059\u305f\u3081\u306e\u8003\u3048\u65b9\u3001\u65b9\u6cd5\u3084\u4ed5\u7d44\u306b\u3064\u3044\u3066\u5b66\u3076\u7814\u4fee\u3067\u3042\u308b\u3053\u3068<\/strong><br \/>\n\u30c7\u30fc\u30bf\u5206\u6790\u306e\u624b\u6cd5\u3092\u5b66\u3076\u7814\u4fee\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3059\u305f\u3081\u306e\u8003\u3048\u65b9\u3001\u65b9\u6cd5\u3084\u4ed5\u7d44\u306b\u3064\u3044\u3066\u5b66\u3076\u7814\u4fee\u3067\u3059\u3002\n<\/li>\n<li><strong>\u5b9f\u8df5\u7684\u306a\u7814\u4fee\u3067\u3042\u308b\u3053\u3068<\/strong><br \/>\n\u4e8b\u524d\u306b\u57fa\u672c\u77e5\u8b58\u3092\u30d3\u30c7\u30aa\u5b66\u7fd2\u3057\u3066\u3044\u305f\u3060\u304d\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30fb\u30aa\u30f3\u30b5\u30a4\u30c8\u3067\u306f\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3092\u901a\u3057\u3066\u5b9f\u969b\u306e\u696d\u52d9\u3092\u5bfe\u8c61\u306b\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u6210\u679c\u7269\u3092\u4f5c\u6210\u3059\u308b\u3068\u3044\u3046\u5b9f\u8df5\u7684\u306a\u7814\u4fee\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u306a\u306e\u3067\u3001\u7814\u4fee\u306e\u6210\u679c\u7269\u306f\u96db\u5f62\u3068\u3057\u3066\u5b9f\u969b\u306e\u30d3\u30b8\u30cd\u30b9\u3067\u3082\u4f7f\u3048\u307e\u3059\u3002\n<\/li>\n<\/ul>\n<p><a id=\"da-contents\"><\/a><\/p>\n<h4>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u5185\u5bb9<\/h2>\n<p>\u6b21\u306e\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3092\u9078\u629e\u3057\u3001\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u304c\u3067\u304d\u308b\u5834\u6240\uff08\u30aa\u30f3\u30b5\u30a4\u30c8\uff09\u304b\u3001\u30b0\u30eb\u30fc\u30d7\u30ef\u30fc\u30af\u304c\u3067\u304d\u308bWeb\u4f1a\u8b70\u30b7\u30b9\u30c6\u30e0\uff08\u30aa\u30f3\u30e9\u30a4\u30f3\uff09\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002<br \/>\n<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2024\/09\/dataws.png\" alt=\"\" width=\"1000\" height=\"1000\"><br \/>\n\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u6d41\u308c\u306f\u3001<a href=\"https:\/\/rakusui.org\/dm_process\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9<\/strong><\/span><\/a>\u306b\u5f93\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u203b<br \/>\n\u6700\u521d\u306b\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306b\u95a2\u3059\u308b\u57fa\u790e\u77e5\u8b58\u3092\u7fd2\u5f97\u3057\u305f\u3044\u5834\u5408\u306f\u3001<a href=\"https:\/\/www.culnou.com\/mumu\/e-learning\/#dm\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u7814\u4fee<\/strong><\/span><\/a>\u3092\u5fa1\u89a7\u304f\u3060\u3055\u3044\u3002<br \/>\n<a id=\"dm-approach\"><\/a><\/p>\n<h4>\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u9032\u3081\u65b9<\/h4>\n<ul>\n<a id=\"data-strategy-ws\"><\/a><\/p>\n<li><strong>\u30c7\u30fc\u30bf\u6226\u7565\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><br \/>\n\u4f01\u696d\u306e\u6226\u7565\u30de\u30c3\u30d7\u3092\u8a2d\u8a08\u3057\u3001\u305d\u3053\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u6226\u7565\u3092\u5c0e\u304f\u3002<br \/>\n<br \/>\n\u6b21\u306e\u9806\u756a\u3067\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u9032\u3081\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2024\/06\/data-strategy-ws.png\" alt=\"\" width=\"500\" height=\"500\"><\/p>\n<ol>\n<li><a href=\"https:\/\/rakusui.org\/enterprise-architecture\/#values\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u7d4c\u55b6\u7406\u5ff5\u306e\u660e\u78ba\u5316<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/enterprise-architecture\/#business-domains\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u4e8b\u696d\u30c9\u30e1\u30a4\u30f3\u306e\u5206\u6790<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/enterprise-architecture\/#activity-area\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u6d3b\u52d5\u9818\u57df\u306e\u5206\u6790<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/business_architecture\/#job1\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30b8\u30e7\u30d6\u306e\u8a2d\u8a08\uff08\u5185\u90e8\u7d71\u5236\uff09<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/application_portfolio\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u8a2d\u8a08\uff08\u5185\u90e8\u7d71\u5236\uff09<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/business_architecture\/#business-process\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u306e\u6574\u7406<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/business_architecture\/#value-chain\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/practical_strategy_map\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color:#3366ff;\"><strong>\u6226\u7565\u30de\u30c3\u30d7\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/data_strategy\/#business_req\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color:#3366ff;\"><strong>\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306e\u5b9a\u7fa9<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/data_strategy\/#data_strategy\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color:#3366ff;\"><strong>\u30c7\u30fc\u30bf\u6226\u7565\u306e\u8a2d\u8a08\uff08\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u76ee\u7684\u306e\u8a2d\u5b9a\uff09<\/strong><\/span><\/a><\/li>\n<\/ol>\n<\/li>\n<p><a id=\"da-ws\"><\/a><\/p>\n<li><strong>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><br \/>\n\u30c7\u30fc\u30bf\u6226\u7565\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3001\u5206\u6790\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u3068\u30d5\u30ed\u30fc\u3092\u8a2d\u8a08\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u30c7\u30fc\u30bf\u8981\u4ef6\u3092\u5b9a\u7fa9\u3059\u308b\u3002<br \/>\n<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2024\/09\/daworkshop2.png\" alt=\"\" width=\"500\" height=\"500\"><\/p>\n<ol>\n<li><a href=\"https:\/\/rakusui.org\/business_architecture\/#job2\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30b8\u30e7\u30d6\u306e\u8a2d\u8a08\uff08\u6226\u7565\u76ee\u6a19\uff09<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/application_portfolio\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u8a2d\u8a08\uff08\u60c5\u5831\u8cc7\u672c\u76ee\u6a19\uff09<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/design_data_architecture\/#da1\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u5168\u4f53\u6982\u5ff5\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/design_data_architecture\/#da2\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u5168\u4f53\u6982\u5ff5\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/design_data_architecture\/#da3\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u5168\u4f53\u6982\u5ff5\u5206\u6790\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/design_data_architecture\/#da4\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u5168\u4f53\u6982\u5ff5\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/business_architecture\/#business-flow\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u30d5\u30ed\u30fc\u306e\u5206\u6790<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/business_architecture\/#business-flow\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30a2\u30af\u30b7\u30e7\u30f3\u30d5\u30ed\u30fc\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/design_data_architecture\/#da5\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u696d\u52d9\u6982\u5ff5\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/design_data_architecture\/#da6\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u696d\u52d9\u6982\u5ff5\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/span><\/a><\/li>\n<\/ol>\n<\/li>\n<p><a id=\"data-catalog-ws\"><\/a><\/p>\n<li><strong>\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u6574\u5099\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><br \/>\n\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u69cb\u6210\u3059\u308b\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3001\u7d4c\u6e08\u4fa1\u5024\u3001\u69cb\u9020\u3001\u6765\u6b74\u3001\u30c7\u30fc\u30bf\u30aa\u30fc\u30ca\u30fc\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u30c7\u30fc\u30bf\u8981\u4ef6\u3001\u54c1\u8cea\u8981\u4ef6\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306a\u3069\u3092\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b\u3002<br \/>\n<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2024\/06\/data-catalog-workshop.png\" alt=\"\" width=\"500\" height=\"500\"><\/p>\n<li><a href=\"https:\/\/rakusui.org\/data_strategy\/#business_meta_data\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9<\/strong><\/span><\/a><\/li>\n<\/li>\n<p><a id=\"data-profiling-ws\"><\/a><\/p>\n<li><strong>\u30c7\u30fc\u30bf\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><br \/>\n\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u54c1\u8cea\u8981\u4ef6\u304c\u3069\u306e\u7a0b\u5ea6\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u304b\u691c\u8a3c\u3059\u308b\u3002<br \/>\n<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2024\/06\/data-profiling.png\" alt=\"\" width=\"500\" height=\"500\"><\/p>\n<ol>\n<li>\u5b9f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa<\/li>\n<li><a href=\"https:\/\/rakusui.org\/data_quality\/#profiling\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0<\/strong><\/span><\/a><\/li>\n<\/ol>\n<\/li>\n<p><a id=\"data-modeling-ws\"><\/a><\/p>\n<li><strong>\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><br \/>\n\u5b9f\u969b\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u8ad6\u7406\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u5206\u6790\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u8981\u4ef6\u304c\u3069\u306e\u7a0b\u5ea6\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u304b\u691c\u8a3c\u3059\u308b\u3002<br \/>\n<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2024\/06\/data-sekkeid-ws.png\" alt=\"\" width=\"500\" height=\"500\"><\/p>\n<ol>\n<li><a href=\"https:\/\/rakusui.org\/data_modeling\/#logical_data_modeing\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u8ad6\u7406\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u5206\u6790<\/strong><\/span><\/a><\/li>\n<li><a href=\"https:\/\/rakusui.org\/data_quality\/#data_design\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u8a2d\u8a08\u306e\u691c\u8a3c<\/strong><\/span><\/a><\/li>\n<\/ol>\n<\/ol>\n<\/li>\n<\/ul>\n<p><a id=\"dm-attention\"><\/a><\/p>\n<h4>\u6ce8\u610f\u4e8b\u9805<\/h2>\n<ul>\n<li>\u4e8b\u52d9\u9023\u7d61\u3084\u6e96\u5099\u3092\u5186\u6ed1\u306b\u9032\u3081\u308b\u305f\u3081\u306b\u4e8b\u52d9\u5c40\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/li>\n<li>\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u7814\u4fee\u3092\u5b9f\u65bd\u3059\u308b\u5834\u5408\u3001\u30b0\u30eb\u30fc\u30d7\u6f14\u7fd2\u304c\u3067\u304d\u308bWeb\u4f1a\u8b70\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>\u30aa\u30f3\u30b5\u30a4\u30c8\u3067\u7814\u4fee\u3092\u5b9f\u65bd\u3059\u308b\u5834\u5408\u3001\u30b0\u30eb\u30fc\u30d7\u6f14\u7fd2\u304c\u3067\u304d\u308b\u5834\u6240\u3068\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u60c5\u5831\u3092\u5171\u6709\u3067\u304d\u308b\u7814\u4fee\u7528PC\uff08\u30a4\u30a2\u30db\u30f3\u542b\u3080\uff09\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>\u7814\u4fee\u3092\u884c\u3046\u524d\u306b\u3001\u4e8b\u52d9\u5c40\u306e\u65b9\u3068\u65e5\u7a0b\u8abf\u6574\u3068\u30ea\u30cf\u30fc\u30b5\u30eb\u3084\u53d7\u8b1b\u8005\u306e\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li>\u7814\u4fee\u306e\u521d\u3081\u306b\u3001\u53d7\u8b1b\u8005\u306e\u65b9\u306b\u3001\u30aa\u30ea\u30a8\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u65bd\u3057\u3001\u672c\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306e\u76ee\u7684\u3084\u9032\u3081\u65b9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\uff08\uff11\u6642\u9593\u7a0b\u5ea6\uff09\u3002<\/li>\n<\/ul>\n<p><a id=\"da-support\"><\/a><\/p>\n<h3>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9<\/h3>\n<p>\u5f0a\u793e\u3067\u8cb4\u793e\u306e\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3092\u4ee3\u884c\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n\u4f01\u696d\u306e\u62c5\u5f53\u8005\u306e\u65b9\u3078<br \/>\n\u4e00\u5ea6\u3001\u8a73\u7d30\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<strong>\u304a\u554f\u3044\u5408\u308f\u305b<\/strong>\u306f\u4ee5\u4e0b\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<a href=\"mailto:culnou_dm@culnou.com\" target=\"_blank\" rel=\"noopener\">culnou_dm@culnou.com<\/a><br \/>\n<a id=\"catalog-support\"><\/a><\/p>\n<h3>\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u4f5c\u6210\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9<\/h3>\n<p>\u5f0a\u793e\u3067\u8cb4\u793e\u306e\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u4f5c\u6210\u3092\u4ee3\u884c\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n\u4f01\u696d\u306e\u62c5\u5f53\u8005\u306e\u65b9\u3078<br \/>\n\u4e00\u5ea6\u3001\u8a73\u7d30\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<strong>\u304a\u554f\u3044\u5408\u308f\u305b<\/strong>\u306f\u4ee5\u4e0b\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<a href=\"mailto:culnou_dm@culnou.com\" target=\"_blank\" rel=\"noopener\">culnou_dm@culnou.com<\/a><br \/>\n<a id=\"dm-support\"><\/a><\/p>\n<h3>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u4ee3\u884c\u30b5\u30fc\u30d3\u30b9<\/h3>\n<p>\u5e74\u9593\u306e\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u8a08\u753b\u306b\u5f93\u3063\u3066\u3001\u6b21\u306e\u904b\u7528\u30bf\u30b9\u30af\u3092\u4ee3\u884c\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n\u4f01\u696d\u306e\u62c5\u5f53\u8005\u306e\u65b9\u3078<br \/>\n\u4e00\u5ea6\u3001\u8a73\u7d30\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<strong>\u304a\u554f\u3044\u5408\u308f\u305b<\/strong>\u306f\u4ee5\u4e0b\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<a href=\"mailto:culnou_dm@culnou.com\" target=\"_blank\" rel=\"noopener\">culnou_dm@culnou.com<\/a><\/p>\n<ul>\n<li><strong>\u500b\u5225\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8a2d\u8a08\u6642\u306e\u691c\u8a3c<\/strong>\n<ul>\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u691c\u8a3c<br \/>\n\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u8981\u4ef6\u3068\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08\u8ad6\u7406\u30ec\u30d9\u30eb\uff09\u3092\u53c2\u7167\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8ad6\u7406\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3068\u30c6\u30af\u30cb\u30ab\u30eb\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/li>\n<li>\u696d\u52d9\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30fc\u30bf\u8981\u4ef6\u306e\u691c\u8a3c<br \/>\n\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u8981\u4ef6\u3068\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08\u8ad6\u7406\u30ec\u30d9\u30eb\uff09\u3092\u53c2\u7167\u3057\u3001\u696d\u52d9\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u30c7\u30fc\u30bf\u8981\u4ef6\u3092\u6e80\u305f\u3059\u304b\u691c\u8a3c\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<li><strong>\u500b\u5225\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u53d7\u5165\u30c6\u30b9\u30c8\u6642\u306e\u691c\u8a3c<\/strong>\n<ul>\n<\/li>\n<li\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\n\u53d7\u5165\u30c6\u30b9\u30c8\u306e\u6bb5\u968e\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/li>\n<li>\u696d\u52d9\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30fc\u30bf\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0<br 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