{"id":5445,"date":"2022-08-13T19:21:56","date_gmt":"2022-08-14T03:21:56","guid":{"rendered":"https:\/\/www.gudusoft.com\/?p=5445"},"modified":"2022-09-17T14:07:10","modified_gmt":"2022-09-17T22:07:10","slug":"challenges-faced-by-data-scientists","status":"publish","type":"post","link":"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%83%86%e3%82%a3%e3%82%b9%e3%83%88%e3%81%8c%e7%9b%b4%e9%9d%a2%e3%81%99%e3%82%8b%e8%aa%b2%e9%a1%8c\/","title":{"rendered":"\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b 7 \u3064\u306e\u8ab2\u984c\u3068\u305d\u306e\u89e3\u6c7a\u65b9\u6cd5"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#e8eaf0;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-1\" style=\"line-height:26px;\"><h2>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b 7 \u3064\u306e\u8ab2\u984c\u3068\u305d\u306e\u89e3\u6c7a\u65b9\u6cd5<\/h2>\n<p>\u3059\u3079\u3066\u306e\u8077\u696d\u306f\u3001\u7279\u5b9a\u306e\u969c\u5bb3\u3084\u8ab2\u984c\u306b\u76f4\u9762\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%83%86%e3%82%a3%e3%82%b9%e3%83%88\/\"><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/strong><\/a> \u3082\u4f8b\u5916\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u591a\u304f\u306e\u4f01\u696d\u306f\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u5341\u5206\u306b\u6d3b\u7528\u3067\u304d\u305a\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u9593\u9055\u3063\u305f\u5f79\u5272\u306b\u914d\u7f6e\u3057\u305f\u308a\u3001\u5fc5\u8981\u306a\u8981\u4ef6\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u305b\u3093\u3002 LinkedIn \u306b\u3088\u308b\u3068\u3001\u4eca\u65e5\u306e\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u4e0a\u4f4d 10 \u306e\u30b9\u30ad\u30eb\u306b\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30b9\u3001R\u3001Python\u3001 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%82%a4%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af\/\"><strong>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0<\/strong><\/a>, <strong><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a2%e3%83%8a%e3%83%aa%e3%82%b9%e3%83%88%e3%81%ae%e3%82%b9%e3%82%ad%e3%83%ab\/\">\u30c7\u30fc\u30bf\u5206\u6790<\/a><\/strong>\u3001SQL\u3001MatLab\u3001\u304a\u3088\u3073\u7d71\u8a08\u30e2\u30c7\u30ea\u30f3\u30b0\u3002\u307b\u3068\u3093\u3069\u306e\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u3053\u308c\u3089\u306e\u30b9\u30ad\u30eb\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u3089\u306e\u30b9\u30ad\u30eb\u306f\u3001\u6700\u9069\u306a\u30d3\u30b8\u30cd\u30b9\u306e\u6210\u9577\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u5f79\u5272\u306b\u914d\u7f6e\u3059\u308b\u306b\u306f\u5341\u5206\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u4e00\u822c\u7684\u306a <strong>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c<\/strong> \u4eca\u65e5\u3002<\/p>\n<div id=\"attachment_5470\" style=\"width: 837px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-5470\" decoding=\"async\" class=\"size-full wp-image-5470\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists.png\" alt=\"\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c\" width=\"827\" height=\"516\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists-18x12.png 18w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists-200x125.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists-300x187.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists-400x250.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists-600x374.png 600w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists-768x479.png 768w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists-800x499.png 800w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/08\/Challenges_Faced_by_Data_Scientists.png 827w\" sizes=\"(max-width: 827px) 100vw, 827px\" \/><p id=\"caption-attachment-5470\" class=\"wp-caption-text\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c<\/p><\/div>\n<h3>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c \u2013 1. \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba AI \u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u6700\u3082\u91cd\u8981\u306a\u5f79\u5272\u306f\u3001\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u3092\u7279\u5b9a\u3057\u3066\u6e96\u5099\u3059\u308b\u3053\u3068\u3067\u3059\u3002 CrowdFlower \u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u7d04 80% \u306e\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u6bce\u65e5\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u6574\u7406\u3001\u30de\u30a4\u30cb\u30f3\u30b0\u3001\u304a\u3088\u3073\u53ce\u96c6\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u3055\u3089\u306b\u4f5c\u696d\u3059\u308b\u524d\u306b\u3001\u30c7\u30fc\u30bf\u3092\u5fb9\u5e95\u7684\u306b\u8abf\u3079\u307e\u3059\u3002\u3053\u308c\u306f\u9aa8\u306e\u6298\u308c\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e 76% \u306f\u3001\u3053\u308c\u3092\u81ea\u5206\u306e\u4ed5\u4e8b\u306e\u6700\u60aa\u306e\u90e8\u5206\u306e 1 \u3064\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u6226\u4e89\u3067\u306f\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u3092\u9632\u3050\u305f\u3081\u306b\u30ed\u30b0\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u3068\u30b3\u30fc\u30c9\u306e\u30c6\u30e9\u30d0\u30a4\u30c8\u5358\u4f4d\u306e\u30c7\u30fc\u30bf\u3092\u5408\u7406\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u514b\u670d\u3059\u308b\u6700\u5584\u306e\u65b9\u6cd5\u306f\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u6a5f\u80fd\u3092\u3088\u308a\u92ed\u304f\u3001\u3088\u308a\u5f37\u529b\u306b\u4fdd\u3064\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b AI \u30d9\u30fc\u30b9\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u62e1\u5f35\u5b66\u7fd2\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3092\u652f\u63f4\u304a\u3088\u3073\u652f\u63f4\u3057\u3001\u76ee\u524d\u306e\u554f\u984c\u306b\u5bfe\u3059\u308b\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3001\u3082\u3046 1 \u3064\u306e\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba AI \u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c \u2013 2. \u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b<\/h3>\n<p>\u7d44\u7e54\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u304a\u3088\u3073\u30c4\u30fc\u30eb\u304b\u3089\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u8ab2\u984c\u3067\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u624b\u52d5\u3067\u5165\u529b\u3057\u3066\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u91cd\u8907\u307e\u305f\u306f\u8aa4\u3063\u305f\u6c7a\u5b9a\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba AI \u3067\u6700\u9069\u306b\u6a5f\u80fd\u3059\u308b\u3088\u3046\u306b\u9069\u5207\u306b\u4f7f\u7528\u3055\u308c\u305f\u5834\u5408\u306b\u6700\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u4f01\u696d\u306f\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u4eee\u60f3\u5316\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a6%e3%82%a7%e3%82%a2%e3%83%8f%e3%82%a6%e3%82%b9%e3%81%a8%e3%81%af\/\"><strong>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9<\/strong><\/a> \u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092 1 \u304b\u6240\u306b\u7d71\u5408\u3059\u308b\u96c6\u4e2d\u578b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u4e2d\u592e\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5236\u5fa1\u307e\u305f\u306f\u5f37\u5316\u3057\u3066\u3001\u4f01\u696d\u306e\u52b9\u7387\u3092\u6e80\u305f\u3057\u3001\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5358\u7d14\u306a\u4fee\u6b63\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5fc5\u8981\u3068\u3059\u308b\u8cb4\u91cd\u306a\u6642\u9593\u3068\u52b4\u529b\u3092\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c \u2013 3. \u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u554f\u984c\u3092\u7279\u5b9a\u3059\u308b<\/h3>\n<p>\u554f\u984c\u306e\u7279\u5b9a\u306f\u3001\u5b89\u5b9a\u3057\u305f\u904b\u7528\u306e\u91cd\u8981\u306a\u5074\u9762\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u524d\u306b\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u4e8b\u696d\u904b\u55b6\u306b\u95a2\u9023\u3059\u308b\u91cd\u8981\u306a\u554f\u984c\u306e\u7279\u5b9a\u306b\u96c6\u4e2d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u524d\u306b\u3001\u6a5f\u68b0\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u98db\u3073\u3064\u304f\u306e\u3067\u306f\u306a\u304f\u3001\u554f\u984c\u306e\u6839\u672c\u306b\u5230\u9054\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u5206\u6790\u30d7\u30ed\u30bb\u30b9\u3092\u958b\u59cb\u3059\u308b\u524d\u306b\u3001\u898f\u5236\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u30d3\u30b8\u30cd\u30b9\u95a2\u4fc2\u8005\u3068\u4e3b\u8981\u95a2\u4fc2\u8005\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u5225\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u30c7\u30fc\u30bf\u3092\u3088\u308a\u610f\u5473\u306e\u3042\u308b\u3082\u306e\u306b\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30e5\u30a2\u30eb \u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c \u2013 4. \u975e\u6280\u8853\u95a2\u4fc2\u8005\u306b\u7d50\u679c\u3092\u4f1d\u3048\u308b<\/h3>\n<p>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5f79\u5272\u306f\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u3068\u9023\u643a\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u57fa\u672c\u7684\u306a\u76ee\u6a19\u306f\u7d44\u7e54\u5185\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u6539\u5584\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u5927\u306e\u8ab2\u984c\u306f\u3001\u7d50\u679c\u3084\u5206\u6790\u3092\u4f01\u696d\u306e\u7d4c\u55b6\u9663\u306b\u4f1d\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3084\u5229\u5bb3\u95a2\u4fc2\u8005\u306f\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u3084\u6a5f\u5668\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba AI \u3092\u901a\u3058\u3066\u30e2\u30c7\u30eb\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306b\u3001\u9069\u5207\u306a\u57fa\u672c\u7684\u306a\u30a2\u30a4\u30c7\u30a2\u3092\u5f7c\u3089\u306b\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30c7\u30fc\u30bf \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u306a\u3069\u306e\u6982\u5ff5\u3092\u63a1\u7528\u3057\u3066\u3001\u6982\u5ff5\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u7269\u8a9e\u3092\u63d0\u4f9b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c \u2013 5. \u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/h3>\n<p>\u6025\u901f\u306a\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u30af\u30e9\u30a6\u30c9\u7ba1\u7406\u306b\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9 \u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3084\u30aa\u30f3\u30e9\u30a4\u30f3 \u30b9\u30d7\u30fc\u30d5\u30a3\u30f3\u30b0\u306e\u8105\u5a01\u306b\u3055\u3089\u3055\u308c\u3066\u304a\u308a\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306f\u5916\u90e8\u304b\u3089\u306e\u653b\u6483\u306b\u5bfe\u3057\u3066\u8106\u5f31\u306a\u307e\u307e\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u9632\u3050\u305f\u3081\u306b\u3001\u4e2d\u592e\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u53b3\u683c\u306a\u898f\u5236\u304c\u5b9f\u65bd\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65b0\u3057\u3044\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3053\u308c\u3089\u306e\u65b0\u3057\u3044\u898f\u5236\u3092\u8fc2\u56de\u3059\u308b\u3053\u3068\u3092\u4f59\u5100\u306a\u304f\u3055\u308c\u3001\u5f7c\u3089\u306e\u4ed5\u4e8b\u306f\u3088\u308a\u8907\u96d1\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u5bfe\u3059\u308b\u8105\u5a01\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306b\u3001\u7d44\u7e54\u306f\u9ad8\u5ea6\u306a\u6697\u53f7\u5316\u3068\u6a5f\u68b0\u5b66\u7fd2\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30b7\u30b9\u30c6\u30e0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3059\u3079\u3066\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4ed5\u69d8\u306b\u6e96\u62e0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u904b\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u6642\u9593\u306e\u304b\u304b\u308b\u76e3\u67fb\u3092\u56de\u907f\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c \u2013 6. \u52b9\u7387\u7684\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3057\u3070\u3057\u3070 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2\/\"><strong>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong><\/a> \u7d44\u7e54\u306e\u540c\u3058\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3002\u305d\u306e\u5834\u5408\u3001\u7af6\u5408\u3092\u6392\u9664\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u512a\u308c\u305f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c1\u30e3\u30cd\u30eb\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u7d44\u7e54\u306f\u3001\u4e21\u65b9\u306e\u30c1\u30fc\u30e0\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u3001\u9069\u5207\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c1\u30e3\u30cd\u30eb\u3092\u78ba\u7acb\u3059\u308b\u305f\u3081\u306e\u63aa\u7f6e\u3092\u8b1b\u3058\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u306f\u30012 \u3064\u306e\u90e8\u9580\u304c\u540c\u3058\u30e9\u30a4\u30f3\u3067\u4f5c\u696d\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u76e3\u7763\u3059\u308b\u6700\u9ad8\u7d4c\u55b6\u8cac\u4efb\u8005\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c \u2013 7. \u975e\u7279\u5b9a\u306e KPI \u6307\u6a19\u306e\u9078\u629e<\/h3>\n<p>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3060\u3051\u3067\u307b\u3068\u3093\u3069\u306e\u4f5c\u696d\u3092\u884c\u3044\u3001\u7d44\u7e54\u304c\u76f4\u9762\u3059\u308b\u3059\u3079\u3066\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u65e2\u88fd\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3068\u3044\u3046\u8aa4\u89e3\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u591a\u5927\u306a\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u3092\u4e0e\u3048\u3001\u751f\u7523\u6027\u3092\u4f4e\u4e0b\u3055\u305b\u307e\u3059\u3002<\/p>\n<p>\u3059\u3079\u3066\u306e\u7d44\u7e54\u304c\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3088\u3063\u3066\u63d0\u793a\u3055\u308c\u305f\u5206\u6790\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u4e00\u9023\u306e\u5b9a\u7fa9\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u6301\u3064\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u3053\u308c\u3089\u306e\u6307\u6a19\u304c\u4e8b\u696d\u904b\u55b6\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u8abf\u3079\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3057\u3066\u50cd\u304f\u3053\u3068\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u3068\u8981\u4ef6\u304c\u3042\u308b\u305f\u3081\u3001\u3084\u308a\u304c\u3044\u306e\u3042\u308b\u4ed5\u4e8b\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u4eca\u65e5\u306e\u5e02\u5834\u3067\u6700\u3082\u9700\u8981\u306e\u9ad8\u3044\u4ed5\u4e8b\u306e 1 \u3064\u3067\u3059\u3002\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u554f\u984c\u306f\u3001\u8981\u6c42\u306e\u53b3\u3057\u3044\u4f5c\u696d\u74b0\u5883\u3067\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba AI \u306e\u751f\u7523\u6027\u3068\u6a5f\u80fd\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u7c21\u5358\u306b\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u7d50\u8ad6<\/h3>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u304c\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u3001\u3053\u3061\u3089\u3092\u3054\u89a7\u306b\u306a\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002 <strong><a href=\"https:\/\/sqlflow.gudusoft.com\/#\/\" rel=\"dofollow\">Gudu SQLFlow<\/a><\/strong> \u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3002<\/p>\n<p>\u305d\u306e\u4e00\u3064\u3068\u3057\u3066\u00a0<strong><a href=\"https:\/\/www.dpriver.com\/blog\/2022\/05\/11\/best-data-lineage-tools\/\" target=\"_blank\" rel=\"dofollow noopener\">\u6700\u9ad8\u306e\u30c7\u30fc\u30bf\u7cfb\u7d71\u30c4\u30fc\u30eb<\/a><\/strong>\u00a0\u73fe\u5728\u5e02\u5834\u306b\u51fa\u56de\u3063\u3066\u3044\u308b Gudu SQLFlow \u306f\u3001SQL \u30b9\u30af\u30ea\u30d7\u30c8 \u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u00a0<strong><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e7%b3%bb%e7%b5%b1%e3%82%bd%e3%83%95%e3%83%88%e3%82%a6%e3%82%a7%e3%82%a2-%e3%81%9d%e3%82%8c%e3%81%af%e4%bd%95%e3%81%a7%e3%81%82%e3%82%8b%e3%81%8b-%e3%81%aa%e3%81%9c\/\">\u30c7\u30fc\u30bf\u7cfb\u7d71<\/a><\/strong>\u3001\u304a\u3088\u3073\u8996\u899a\u7684\u306a\u8868\u793a\u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u304c CSV \u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u63d0\u4f9b\u3057\u3001\u8996\u899a\u7684\u306a\u8868\u793a\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 (<strong>Ryan \u306b\u3088\u3063\u3066 2022 \u5e74 8 \u6708 14 \u65e5\u306b\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002<\/strong>)<\/p>\n<\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-0{width:100% !important;margin-top : 0px;margin-bottom : 0px;}.fusion-builder-column-0 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 1.92%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 1.92%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-0{width:100% !important;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-0{width:100% !important;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-1{ padding-top : 0px;margin-top : 0px;padding-right : 0px;padding-bottom : 0px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":27,"featured_media":5479,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[178],"tags":[64,69,159,346,210,75],"_links":{"self":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/5445"}],"collection":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/comments?post=5445"}],"version-history":[{"count":15,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/5445\/revisions"}],"predecessor-version":[{"id":5482,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/5445\/revisions\/5482"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media\/5479"}],"wp:attachment":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media?parent=5445"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/categories?post=5445"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/tags?post=5445"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}