{"id":2613,"date":"2022-11-24T13:00:27","date_gmt":"2022-11-24T04:00:27","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=2613"},"modified":"2022-11-25T13:10:04","modified_gmt":"2022-11-25T04:10:04","slug":"professionaldataengineertest","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/professionaldataengineertest\/","title":{"rendered":"Google Cloud Professional Data Engineer\u306b\uff11\u30ab\u6708\u3067\u5408\u683c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<p>\u4eca\u56de\u306fGCP\u306e\u300cGoogle Cloud Professional Data Engineer\u300d\u8a8d\u5b9a\u8a66\u9a13\u306b\u5408\u683c\u3044\u305f\u3057\u307e\u3057\u305f\u306e\u3067\u3001\u5408\u683c\u307e\u3067\u306e\u904e\u7a0b\u3092\u307e\u3068\u3081\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n<h2>Google Cloud Professional Data Engineer\u306b\u5408\u683c\u3057\u3066\u5f97\u3089\u308c\u308b\u3082\u306e<\/h2>\n<p data-sourcepos=\"15:1-15:185\">GCP\u306eProfessional Data Engineer\u306b\u5408\u683c\u3059\u308b\u3053\u3068\u3067\u4ee5\u4e0b\u306e\u4e8b\u67c4\u3092\u3001GCP\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u3044\u304b\u306b\u5229\u7528\u3057\u3066\u5236\u4f5c\u30fb\u89e3\u6c7a\u3057\u3066\u3044\u304f\u306e\u304b\u3092\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n\u30fb\u30c7\u30fc\u30bf\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\r\n\r\n\u30fb\u30c7\u30fc\u30bf\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3068\u904b\u7528\r\n\r\n\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u904b\u7528\r\n\r\n\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u54c1\u8cea\u4fdd\u8a3c\uff08\u30c7\u30fc\u30bf\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u54c1\u8cea\u95a2\u9023\u306e\u6280\u8853\uff09\r\n<p data-sourcepos=\"22:1-22:141\">\u8a73\u3057\u304f\u306f<span style=\"text-decoration: underline;\"><a href=\"https:\/\/cloud.google.com\/certification\/guides\/data-engineer?hl=ja\" target=\"_blank\" rel=\"nofollow noopener\">\u516c\u5f0f\u306e\u8a66\u9a13\u306b\u3064\u3044\u3066\u306e\u30da\u30fc\u30b8<\/a><\/span>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044<\/p>\r\n<p data-sourcepos=\"24:1-26:105\">\u5358\u306a\u308b\u6280\u8853\u306e\u7fd2\u5f97\u4ee5\u5916\u306b\u3082\u3001<strong>Google Cloud\u30d1\u30fc\u30c8\u30ca\u30fc<\/strong>\u306b\u306a\u308b\u305f\u3081\u306e\u8981\u4ef6\u306b\u3082\u306a\u3063\u3066\u3044\u307e\u3059\u3002\r\nGoogle Cloud\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u306a\u308b\u3068\u3001\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u7279\u5178\u304c\u3042\u3063\u305f\u308a\u3001Google\u30d1\u30fc\u30c8\u30ca\u30fc\u30d0\u30c3\u30b8\u306b\u3088\u3063\u3066\u5b58\u5728\u3092\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u3057\u3066\u3053\u306eGoogleCloud\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u306a\u308b\u305f\u3081\u306e\u8981\u4ef6\u306e\u4e00\u3064\u306b\u3001\u300c\u6280\u8853\u8a8d\u5b9a\u8a66\u9a13\u4fdd\u6301\u8005\u304c\u5728\u7c4d\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308a\u3001Professional Data Engineer\u306f\u305d\u306e\u8a66\u9a13\u306e\u4e00\u3064\u306a\u306e\u3067\u3059\u3002\r\n<a href=\"https:\/\/www.google.com\/intl\/ja\/partners\/become-a-partner\/\" target=\"_blank\" rel=\"nofollow noopener\">GoogleCloud\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u95a2\u3059\u308b\u60c5\u5831<\/a><\/p>\r\n<p data-sourcepos=\"28:1-29:96\">\u3055\u3089\u306b\u8a66\u9a13\u306b\u5408\u683c\u3059\u308b\u3068\u3001\u30d1\u30fc\u30ab\u30fc\u3084\u30ea\u30e5\u30c3\u30af\u306a\u3069\u3001\u3044\u304f\u3064\u304b\u306e\u5546\u54c1\u306e\u4e2d\u304b\u3089\u9078\u3093\u3067\u4e00\u3064\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\r\n\u3061\u306a\u307f\u306b\u79c1\u306f\u30ea\u30e5\u30c3\u30af\u3092\u3044\u305f\u3060\u304d\u3001\u4ed5\u4e8b\u3067\u611b\u7528\u3055\u305b\u3066\u3082\u3089\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<h2>\u8a66\u9a13\u53d7\u9a13\u7533\u3057\u8fbc\u307f\u306e\u3084\u308a\u65b9<\/h2>\n<span style=\"text-decoration: underline;\">1.<a href=\"https:\/\/cloud.google.com\/certification\/data-engineer?hl=ja\" target=\"_blank\" rel=\"nofollow noopener\">Professional data Engineer \u53d7\u9a13\u30b5\u30a4\u30c8<\/a><\/span>\u306b\u30a2\u30af\u30bb\u30b9\r\n\r\n2.\u767b\u9332\u306e\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001KRYTERION\u306e\u30b5\u30a4\u30c8\u3067\u65b0\u898f\u767b\u9332\r\n\r\n3.KRYTERION\u306e\u30b5\u30a4\u30c8\u306b\u30ed\u30b0\u30a4\u30f3\r\n\r\n4.\u8a66\u9a13\u306e\u304a\u7533\u3057\u8fbc\u307f\u304b\u3089\u3001\u53d7\u9a13\u4f1a\u5834\u3068\u53d7\u9a13\u65e5\u3092\u9078\u3076<img decoding=\"async\" src=\"https:\/\/camo.qiitausercontent.com\/7b56ea5005a4227daef74af563a60bc091455a27\/68747470733a2f2f71696974612d696d6167652d73746f72652e73332e61702d6e6f727468656173742d312e616d617a6f6e6177732e636f6d2f302f323832323832312f64313863373534372d623036342d303033342d356562342d3466356466306165346137342e6a706567\" \/>\r\n\r\n\u30aa\u30f3\u30b5\u30a4\u30c8\u76e3\u8996\u304c\u4f1a\u5834\u3067\u306e\u8a66\u9a13\u3001\u9060\u9694\u76e3\u8996\u304c\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u306e\u53d7\u9a13\u306a\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\r\n\r\n<img decoding=\"async\" src=\"https:\/\/camo.qiitausercontent.com\/80adfc75b34a9841186c50cb12acce0ee8d450c4\/68747470733a2f2f71696974612d696d6167652d73746f72652e73332e61702d6e6f727468656173742d312e616d617a6f6e6177732e636f6d2f302f323832323832312f36343635626432342d393263322d663035342d333033642d6339653364346434326166352e6a706567\" \/>\r\n<p data-sourcepos=\"45:1-45:123\">\u305d\u306e\u5f8c\u4f1a\u5834\u3092\u9078\u3073\u3001\u65e5\u4ed8\u3068\u6642\u9593\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u592a\u5b57\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u304c\u53d7\u9a13\u3067\u304d\u308b\u65e5\u4ed8\u3067\u3059\u3002<\/p>\r\n5.\u652f\u6255\u60c5\u5831\u7b49\u306e\u5165\u529b\u3057\u5b8c\u4e86\u3092\u30af\u30ea\u30c3\u30af\r\n\r\n6.\u7533\u3057\u8fbc\u307f\u5b8c\u4e86\u5f8c\u6570\u65e5\u7d4c\u3064\u3068\u9818\u53ce\u66f8\u3092\u767a\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002KRYTERION\u306e\u30b5\u30a4\u30c8\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u9818\u53ce\u66f8\u306e\u30bf\u30d6\u3092\u958b\u304d\u3001\u4f4f\u6240\u3092\u5165\u529b\uff08\u81ea\u5b85\u306e\u4f4f\u6240\u3067\u826f\u3044\uff09\u3059\u308b\u3068\u9818\u53ce\u66f8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\n\n<h2>\u53d7\u9a13\u4f1a\u5834\u306b\u3064\u3044\u3066<\/h2>\n<p data-sourcepos=\"52:1-52:105\">\u672c\u8a66\u9a13\u3067\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u53d7\u9a13\u3068\u4f1a\u5834\u3067\u306e\u30aa\u30d5\u30e9\u30a4\u30f3\u8a66\u9a13\u3092\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p data-sourcepos=\"54:1-54:192\">\u7b46\u8005\u306f\u4f1a\u5834\u3067\u306e\u30aa\u30d5\u30e9\u30a4\u30f3\u8a66\u9a13\u3092\u9078\u629e\u3057\u307e\u3057\u305f\u3002\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u306e\u8a66\u9a13\u3067\u306f\u3044\u304f\u3064\u304b\u8a66\u9a13\u5834\u304c\u3042\u308a\u3001\u81ea\u5206\u304c\u53d7\u3051\u305f\u3044\u4f1a\u5834\u3092\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p data-sourcepos=\"56:1-56:170\"><a class=\"notion-link-token notion-enable-hover\" href=\"https:\/\/support.google.com\/cloud-certification\/answer\/9907748?hl=ja&amp;ref_topic=9433463\" target=\"_blank\" rel=\"noopener noreferrer\" data-token-index=\"0\" data-reactroot=\"\"><span class=\"link-annotation-unknown-block-id--193998804\">\u30aa\u30f3\u30e9\u30a4\u30f3\u8a66\u9a13\u306e\u53d7\u9a13\u65b9\u6cd5<\/span><\/a>\u306f\u3053\u3061\u3089\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<h2>\u8a66\u9a13\u65e5\u5f53\u65e5\u306b\u3064\u3044\u3066<\/h2>\n<p data-sourcepos=\"60:1-62:188\"><strong>\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u6e96\u5099<\/strong>\r\n\u30d1\u30b9\u30dd\u30fc\u30c8or\u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\uff0b\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u7b49\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\r\n\u4e8b\u524d\u306b<span style=\"text-decoration: underline;\"><a href=\"https:\/\/support.google.com\/cloud-certification\/answer\/9907450?hl=ja&amp;ref_topic=9433463\" target=\"_blank\" rel=\"nofollow noopener\">\u53d7\u9a13\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><\/span>\u306b\u76ee\u3092\u901a\u3057\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\r\n<p data-sourcepos=\"60:1-62:188\"><\/p>\r\n<p data-sourcepos=\"64:1-65:180\"><strong>\u8a66\u9a13\u4f1a\u5834\u3067\u884c\u3046\u3053\u3068<\/strong>\r\n\u7b46\u8005\u306f\u5e02\u30f6\u8c37\u30c6\u30b9\u30c8\u30bb\u30f3\u30bf\u30fc\u3067\u53d7\u9a13\u3057\u307e\u3057\u305f\u3002\u4f1a\u5834\u3067\u306f\u8377\u7269\u3092\u30ed\u30c3\u30ab\u30fc\u306b\u9810\u3051\u3066\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3092\u63d0\u793a\u3057\u3001\u30d1\u30bd\u30b3\u30f3\u3067\u306e\u53d7\u9a13\u3067\u3057\u305f\u3002<\/p>\n\n<h2>\u53d7\u9a13\u6642\u306e\u7b46\u8005\u306e\u30b9\u30c6\u30fc\u30bf\u30b9<\/h2>\n\u30fb\u5927\u5b66\u4e09\u5e74\u6587\u7cfb\u5b66\u90e8\u6240\u5c5e\r\n\r\n\u30fb\u5fdc\u7528\u60c5\u5831\u6280\u8853\u8005\u8a66\u9a13\u5408\u683c\r\n\r\n\u30fbGCP\u3092\u4e00\u5ea6\u3082\u89e6\u308c\u305f\u3053\u3068\u304c\u306a\u3044\r\n\r\n\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u696d\u52d9\u672a\u7d4c\u9a13\r\n<p data-sourcepos=\"74:1-74:39\">\u53d7\u9a13\u65e5\u306f2022\u5e746\u67083\u65e5\u3067\u3057\u305f\u3002<\/p>\r\n<p data-sourcepos=\"74:1-74:39\"><img decoding=\"async\" src=\"https:\/\/camo.qiitausercontent.com\/0e9f7bd02ac13e616d30335a07076a763504d7be\/68747470733a2f2f71696974612d696d6167652d73746f72652e73332e61702d6e6f727468656173742d312e616d617a6f6e6177732e636f6d2f302f323832323832312f34636561626134662d376663392d373730362d613563382d6139636561346363383336382e6a706567\" \/><\/p>\n\n<h2>\u8a66\u9a13\u306e\u5f62\u5f0f<\/h2>\n\u8a66\u9a13\u306e\u5f62\u5f0f\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\n\n<h2>\u7b46\u8005\u306f\u3069\u306e\u3088\u3046\u306b\u52c9\u5f37\u3057\u305f\u306e\u304b<\/h2>\n<ol data-sourcepos=\"90:1-93:0\">\r\n \t<li data-sourcepos=\"90:1-90:395\"><span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.amazon.co.jp\/Google-Cloud-%E3%82%A8%E3%83%B3%E3%82%BF%E3%83%BC%E3%83%97%E3%83%A9%E3%82%A4%E3%82%BAIT%E5%9F%BA%E7%9B%A4%E8%A8%AD%E8%A8%88%E3%82%AC%E3%82%A4%E3%83%89-%E9%81%A0%E5%B1%B1-%E9%99%BD%E4%BB%8B\/dp\/4296112198\/ref=sr_1_1?qid=1665719807&amp;s=books&amp;sr=1-1&amp;text=%E6%B7%B1%E6%B4%A5+%E5%BA%B7%E8%A1%8C\" target=\"_blank\" rel=\"nofollow noopener\">Google<\/a><\/span><a href=\"https:\/\/www.amazon.co.jp\/Google-Cloud-%E3%82%A8%E3%83%B3%E3%82%BF%E3%83%BC%E3%83%97%E3%83%A9%E3%82%A4%E3%82%BAIT%E5%9F%BA%E7%9B%A4%E8%A8%AD%E8%A8%88%E3%82%AC%E3%82%A4%E3%83%89-%E9%81%A0%E5%B1%B1-%E9%99%BD%E4%BB%8B\/dp\/4296112198\/ref=sr_1_1?qid=1665719807&amp;s=books&amp;sr=1-1&amp;text=%E6%B7%B1%E6%B4%A5+%E5%BA%B7%E8%A1%8C\" target=\"_blank\" rel=\"nofollow noopener\"> <span style=\"text-decoration: underline;\">Cloud\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baIT\u57fa\u76e4\u8a2d\u8a08\u30ac\u30a4\u30c9<\/span><\/a><span style=\"text-decoration: underline;\">\u3053\u306e\u672c\u3092\u8aad\u3080<\/span><\/li>\r\n \t<li data-sourcepos=\"91:1-91:48\">Google\u516c\u5f0f\u306e\u30ad\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u3092\u53d7\u8b1b<\/li>\r\n \t<li data-sourcepos=\"92:1-93:0\">\u554f\u984c\u96c6\u3092\u3068\u306b\u304b\u304f\u89e3\u304f<\/li>\r\n<\/ol>\r\n&nbsp;\r\n<p data-sourcepos=\"94:1-94:36\">\u3053\u306e\u9806\u756a\u3067\u52c9\u5f37\u3057\u307e\u3057\u305f\u3002<\/p>\r\n<p data-sourcepos=\"96:1-96:184\">\u53d7\u9a13\u52c9\u5f37\u3092\u59cb\u3081\u305f\u306e\u304c\u53d7\u9a13\u306e\u4e00\u30ab\u6708\u524d\u307b\u3069\u3067\u3001\u6642\u9593\u3092\u304b\u3051\u305f\u6bd4\u7387\u3068\u3057\u3066\u306f\u300c\u672c\u3092\u8aad\u30809\uff05\u3001\u30ad\u30c3\u30af\u30b9\u30bf\u30fc\u30c81\uff05\u3001\u554f\u984c\u96c6\u3092\u89e3\u304f90\uff05\u300d\u3067\u3059\u3002<\/p>\r\n<p data-sourcepos=\"96:1-96:184\"><\/p>\r\n<p data-sourcepos=\"98:1-98:608\"><a href=\"https:\/\/www.amazon.co.jp\/Google-Cloud-%E3%82%A8%E3%83%B3%E3%82%BF%E3%83%BC%E3%83%97%E3%83%A9%E3%82%A4%E3%82%BAIT%E5%9F%BA%E7%9B%A4%E8%A8%AD%E8%A8%88%E3%82%AC%E3%82%A4%E3%83%89-%E9%81%A0%E5%B1%B1-%E9%99%BD%E4%BB%8B\/dp\/4296112198\/ref=sr_1_1?qid=1665719807&amp;s=books&amp;sr=1-1&amp;text=%E6%B7%B1%E6%B4%A5+%E5%BA%B7%E8%A1%8C\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"text-decoration: underline;\">Google Cloud\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baIT\u57fa\u76e4\u8a2d\u8a08\u30ac\u30a4\u30c9<\/span><\/a>\u3092\u8aad\u3080\u306e\u306fGCP\u306b\u5168\u304f\u89e6\u308c\u305f\u3053\u3068\u304c\u306a\u304f\u306a\u3093\u306e\u30b5\u30fc\u30d3\u30b9\u304b\u3082\u308f\u304b\u3063\u3066\u3044\u306a\u3044\u79c1\u304b\u3089\u3057\u305f\u3089\u3001\u5927\u96d1\u628a\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3053\u3093\u306a\u30b5\u30fc\u30d3\u30b9\u304c\u3042\u308b\u306e\u304b\u3068\u3044\u3046\u3055\u308f\u308a\u306b\u306a\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\r\n<p data-sourcepos=\"98:1-98:608\"><\/p>\r\n<p data-sourcepos=\"100:1-100:162\">Google\u516c\u5f0f\u306e\u30ad\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u306f\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u5f0f\u306e\u52d5\u753b\u3067\u306e\u53d7\u8b1b\u3067\u3057\u305f\u304c\u3001\u9577\u304b\u3063\u305f\u305f\u3081\u9014\u4e2d\u3067\u53d7\u8b1b\u3092\u3084\u3081\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002<\/p>\r\n<p data-sourcepos=\"100:1-100:162\"><\/p>\r\n<p data-sourcepos=\"102:1-102:271\">\u53d7\u9a13\u52c9\u5f37\u3092\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u4e00\u756a\u91cd\u8981\u306a\u306e\u304c\u3001<strong>\u554f\u984c\u96c6\u3092\u89e3\u304f\u3053\u3068<\/strong>\u3067\u3059\u3002\u53d7\u9a13\u52c9\u5f37\u306e\u307b\u3068\u3093\u3069\u304c\u554f\u984c\u96c6\u3092\u89e3\u3044\u3066\u3001\u9593\u9055\u3063\u305f\u3068\u3053\u308d\u3092\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u3067\u5fa9\u7fd2\u3068\u3044\u3046\u30b5\u30a4\u30af\u30eb\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n<h2>\u7b46\u8005\u304c\u8003\u3048\u308b\u5408\u683c\u6cd5<\/h2>\n<p data-sourcepos=\"106:1-106:105\">\u4ee5\u4e0a\u306e\u7b46\u8005\u306e\u53d7\u9a13\u4f53\u9a13\u8ac7\u3092\u8e0f\u307e\u3048\u305f\u3046\u3048\u3067\u3001\u3053\u306e\u8a66\u9a13\u306e\u5408\u683c\u65b9\u6cd5\u3092\u8003\u3048\u307e\u3059\u3002<\/p>\r\n\r\n<b><span id=\"\u554f\u984c\u96c6\u3092\u3072\u305f\u3059\u3089\u89e3\u304f\u3053\u3068\" class=\"fragment\"><\/span>\u554f\u984c\u96c6\u3092\u3072\u305f\u3059\u3089\u89e3\u304f\u3053\u3068<\/b>\r\n<p data-sourcepos=\"110:1-110:108\">\u7d39\u4ecb\u3059\u308b\uff12\u3064\u306e\u554f\u984c\u96c6\u3092\u3072\u305f\u3059\u3089\u89e3\u304f\u3053\u3068\u304c\u3053\u306e\u8a66\u9a13\u306e\u5408\u683c\u65b9\u6cd5\u3060\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\r\n<p data-sourcepos=\"112:4-113:209\">1.<a href=\"https:\/\/www.amazon.co.jp\/Google-Cloud%E8%AA%8D%E5%AE%9A%E8%A9%A6%E9%A8%93-Professional-Engineer-%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89%E8%AA%8D%E5%AE%9A%E8%A9%A6%E9%A8%93%E6%A8%A1%E6%93%AC%E5%95%8F%E9%A1%8C%E9%9B%86%E3%82%B7%E3%83%AA%E3%83%BC%E3%82%BA-ebook\/dp\/B09RHX4NQ4\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"text-decoration: underline;\">GCP Google Cloud\u8a8d\u5b9a\u8a66\u9a13 Professional Data Engineer \u6a21\u64ec\u554f\u984c\u96c6 \u30af\u30e9\u30a6\u30c9\u8a8d\u5b9a\u8a66\u9a13\u6a21\u64ec\u554f\u984c\u96c6\u30b7\u30ea\u30fc\u30ba<\/span><\/a>\r\n\u672c\u8a66\u9a13\u306e\u554f\u984c\u306f\u3053\u306e\u554f\u984c\u96c6\u304b\u3089\u4f53\u611f90\uff05\u307b\u3069\u51fa\u984c\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u306a\u306e\u3067\u6700\u901f\u3067\u5408\u683c\u3092\u76ee\u6307\u3057\u305f\u3044\u65b9\u306f\u3053\u306e\u554f\u984c\u96c6\u3092\u4e38\u6697\u8a18\u3057\u3066\u3057\u307e\u3046\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\r\n<p data-sourcepos=\"112:4-113:209\"><\/p>\r\n<p data-sourcepos=\"116:4-117:127\"><span style=\"text-decoration: underline;\">2.<a href=\"https:\/\/www.amazon.co.jp\/dp\/B08W74SQDD?ref_=k4w_ss_dp_lp\" target=\"_blank\" rel=\"nofollow noopener\">Google Cloud Professional Data Engineer: Practice Exam : Answers and explanations with reference (English Edition)<\/a><\/span>\r\n1\u306e\u554f\u984c\u96c6\u304c\u3059\u3079\u3066\u6697\u8a18\u3067\u304d\u305f\u3068\u3044\u3046\u65b9\u306f\u3053\u3061\u3089\u306e\u554f\u984c\u96c6\u306b\u3082\u76ee\u3092\u901a\u3057\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\r\n<p data-sourcepos=\"116:4-117:127\"><\/p>\r\n<p data-sourcepos=\"119:1-119:359\">\u8a66\u9a13\u306f120\u5206\u306750\u554f\u306a\u306e\u3067\u3001\u4e00\u554f2.3\u5206\u3092\u76ee\u5b89\u306b\u89e3\u3044\u3066\u307f\u3066\u7b54\u3048\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3044\u3046\u65b9\u6cd5\u3067\u52c9\u5f37\u3057\u3001\u6700\u7d42\u7684\u306b\u306f\u7b54\u3048\u304c\u4e00\u77ac\u3067\u51fa\u3066\u304f\u308b\u3088\u3046\u306a\u72b6\u614b\u306b\u3057\u307e\u3057\u3087\u3046\u3002\u89e3\u8aac\u3092\u898b\u3066\u3082\u7406\u89e3\u304c\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u65b9\u306f<span style=\"text-decoration: underline;\"><a href=\"https:\/\/cloud.google.com\/docs?hl=ja\" target=\"_blank\" rel=\"nofollow noopener\">\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><\/span>\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\r\n<p data-sourcepos=\"119:1-119:359\"><\/p>\r\n<p data-sourcepos=\"121:1-121:183\">\u554f\u984c\u96c6\u3092\u3044\u304d\u306a\u308a\u89e3\u304f\u306e\u306f\u96e3\u3057\u3044\u3068\u3044\u3046\u65b9\u306f\u3001GCP\u306b\u95a2\u3059\u308b\u672c\u3092\u4e00\u3064\u8cb7\u3063\u3066\u76ee\u3092\u901a\u3057\u3066\u307f\u308b\u3068\u30a4\u30e1\u30fc\u30b8\u304c\u6301\u3061\u3084\u3059\u304f\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\r\n<p data-sourcepos=\"121:1-121:183\"><\/p>\r\n\r\n<b><span id=\"\u8a66\u9a13\u306e\u6ce8\u610f\u70b9\" class=\"fragment\"><\/span>\u8a66\u9a13\u306e\u6ce8\u610f\u70b9<\/b>\r\n<p data-sourcepos=\"125:1-125:230\">\u672c\u8a66\u9a13\u306f\u4e0d\u5408\u683c\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u3068\u3001<strong>1\u56de\u76ee\u306f14\u65e5\u9593\u30012\u56de\u76ee\u306f60\u65e5\u9593\u30013\u56de\u76ee\u306f365\u65e5\u9593<\/strong>\u306e\u671f\u9593\u3092\u958b\u3051\u306a\u3044\u3068\u518d\u53d7\u9a13\u304c\u3067\u304d\u307e\u305b\u3093\u3002\u4e07\u5168\u306e\u6e96\u5099\u3092\u3057\u3066\u8a66\u9a13\u306b\u53d6\u308a\u7d44\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\r\n\r\n<b><\/b>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<p data-sourcepos=\"129:1-129:165\">\u7b46\u8005\u304cGoogle Cloud Professional Data Engineer\u3092\u53d7\u3051\u3066\u3069\u3046\u5408\u683c\u3057\u305f\u306e\u304b\u3001\u6b21\u306b\u53d7\u9a13\u3059\u308b\u306e\u51fa\u308c\u3070\u3069\u3046\u52c9\u5f37\u3059\u308b\u306e\u304b\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\r\n<p data-sourcepos=\"129:1-129:165\"><\/p>\r\n<p data-sourcepos=\"131:1-131:270\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u8fd1\u5e74\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u304d\u3066\u3044\u308b\u8077\u696d\u3067\u3059\u3002\u3053\u306e\u8a66\u9a13\u306b\u5408\u683c\u3067\u304d\u308c\u3070\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u3092\u8a3c\u660e\u3059\u308b\u4e00\u52a9\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u305c\u3072\u7686\u3055\u3093\u3082\u52c9\u5f37\u306b\u53d6\u308a\u7d44\u3093\u3067\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u3042\u304b\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4eca\u56de\u306fGCP\u306e\u300cGoogle Cloud Professional Data Engineer\u300d\u8a8d\u5b9a\u8a66\u9a13\u306b\u5408\u683c\u3044\u305f\u3057\u307e\u3057\u305f\u306e\u3067\u3001\u5408\u683c\u307e\u3067\u306e\u904e\u7a0b\u3092\u307e\u3068\u3081\u3066\u304a\u304d\u307e\u3059\u3002 Google Cloud Professional Da [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":1933,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1249],"tags":[143,207,208,210,209],"class_list":["post-2613","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-gcp","tag-google-cloud","tag-google-cloud-professional-data-engineer","tag-kryterion","tag-professional-data-engineer"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2613","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=2613"}],"version-history":[{"count":2,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2613\/revisions"}],"predecessor-version":[{"id":2871,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2613\/revisions\/2871"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/1933"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=2613"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=2613"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=2613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}