{"id":47300,"date":"2022-12-22T03:57:52","date_gmt":"2023-08-23T15:13:09","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%8f%96%e5%be%97google%e7%9a%84%e4%b8%93%e4%b8%9a%e6%95%b0%e6%8d%ae%e5%b7%a5%e7%a8%8b%e5%b8%88%e8%ae%a4%e8%af%81%e7%9a%84%e8%bf%87%e7%a8%8b%e8%ae%b0%e5%bd%95\/"},"modified":"2024-04-29T06:27:27","modified_gmt":"2024-04-28T22:27:27","slug":"%e5%8f%96%e5%be%97google%e7%9a%84%e4%b8%93%e4%b8%9a%e6%95%b0%e6%8d%ae%e5%b7%a5%e7%a8%8b%e5%b8%88%e8%ae%a4%e8%af%81%e7%9a%84%e8%bf%87%e7%a8%8b%e8%ae%b0%e5%bd%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%8f%96%e5%be%97google%e7%9a%84%e4%b8%93%e4%b8%9a%e6%95%b0%e6%8d%ae%e5%b7%a5%e7%a8%8b%e5%b8%88%e8%ae%a4%e8%af%81%e7%9a%84%e8%bf%87%e7%a8%8b%e8%ae%b0%e5%bd%95\/","title":{"rendered":"\u53d6\u5f97Google\u7684\u4e13\u4e1a\u6570\u636e\u5de5\u7a0b\u5e08\u8ba4\u8bc1\u7684\u8fc7\u7a0b\u8bb0\u5f55"},"content":{"rendered":"<h1>\u5173\u4e8e\u8003\u751f\uff08\u6211\uff09\u7684\u7ecf\u9a8c\u503c<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4ed5\u4e8b\u3067GCP\u30923\u5e74\u307b\u3069\u5229\u7528\u3057\u3066\u3044\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4e3b\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u306e\u306fGKE \/ GAE \/ Datastore \/ Cloud Storage \/ Firebase Realtime Database \/ Pubsub \/ CloudSQL \/ BigQuery \/ IAM\u3042\u305f\u308a\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">AWS\u30822,3\u5e74\u307b\u3069\u7d4c\u9a13\u3057\u3066\u304a\u308a\u3001EMR\u3067Spark\u30b8\u30e7\u30d6\u3092\u5229\u7528\u3057\u305f\u308ak-means\u3092\u4f7f\u3063\u305f\u7c21\u5358\u306a\u6a5f\u68b0\u5b66\u7fd2\u51e6\u7406\u3092\u7d4c\u9a13<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spark Streaming\u3001Kafka\u3001HBase\u3042\u305f\u308a\u306f\u691c\u8a3c\u3067\u7d4c\u9a13\u3057\u305f\u304f\u3089\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Apache Beam\u306fStrata\u306b\u884c\u3063\u305f\u6642\u306b\uff11\u65e5\u96c6\u4e2d\u30bb\u30c3\u30b7\u30e7\u30f3\u307f\u305f\u3044\u306a\u3084\u3064\u3092\u53d7\u3051\u305f\u306e\u3067\u306a\u3093\u3068\u306a\u304f\u30b3\u30f3\u30bb\u30d7\u30c8\u306f\u7406\u89e3\u3057\u3066\u3044\u308b<\/ul>\n<p>\u603b\u7684\u6765\u8bf4\uff0c\u6211\u6709\u4e0e\u4f7f\u7528\u6570\u636e\u76f8\u5173\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u7ecf\u9a8c\u3002\u4e0d\u8fc7\uff0c\u5e76\u4e0d\u662f\u975e\u5e38\u7cbe\u901a\uff0c\u800c\u4e14\u5728\u673a\u5668\u5b66\u4e60\u65b9\u9762\u7684\u7ecf\u9a8c\u4e5f\u4e0d\u4e30\u5bcc\u3002<\/p>\n<h1>\u52aa\u529b\u7684\u65f6\u671f<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u3060\u3044\u305f\u30442\u9031\u9593\u304f\u3089\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5e73\u5747\u3057\u305f\u30891\u65e51,2\u6642\u9593\u7a0b\u5ea6\uff1f<\/ul>\n<h1>\u8003\u8bd5\u6982\u8ff0<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30b3\u30c1\u30e9\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>https:\/\/cloud.google.com\/certification\/data-engineer?hl=ja<\/p>\n<p>\u8a66\u9a13\u6642\u9593\uff1a2\u6642\u9593<br \/>\n\u554f\u984c\uff1a\u9078\u629e\u5f0f\u306750\u554f<\/p>\n<p>\u4eca\u5e74\u8fdb\u5165\u540e\u4f3c\u4e4e\u8003\u8bd5\u5185\u5bb9\u6709\u4e9b\u53d8\u5316\uff0c\u6848\u4f8b\u7814\u7a76\u5df2\u7ecf\u53d6\u6d88\u4e86\u3002\uff08\u5728\u5b66\u4e60\u671f\u95f4\u53ef\u4ee5\u770b\u5230\u65e7\u9875\u9762,\u4f46\u73b0\u5728\u5df2\u7ecf\u65e0\u6cd5\u770b\u5230\u4e86\uff09<\/p>\n<h1>\u5b66\u4e60\u65b9\u6cd5\u548c\u5185\u5bb9<\/h1>\n<h2>\u60c5\u62a5\u6536\u96c6<\/h2>\n<p>\u67e5\u770b\u4ee5\u4e0b\u5185\u5bb9\u4ee5\u4e86\u89e3\u6982\u51b5\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u516c\u5f0f\u30b5\u30a4\u30c8\uff08\u4e0a\u8a18\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u904e\u53bb\u306b\u53d7\u9a13\u3057\u305f\u65b9\u3005\u304c\u6b8b\u3057\u3066\u304f\u308c\u305f\u8a18\u9332<\/ul>\n<\/li>\n<\/ul>\n<p>https:\/\/qiita.com\/nii_yan\/items\/c301d91dbc168036441a<br \/>\n<iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" title=\"GCP Professional Data Engineer\u306b\u5408\u683c\u3057\u3066\u304d\u305f\u306e\u3067\u52c9\u5f37\u65b9\u6cd5\u7b49\u66f8\u304f - YOMON8.NET\" src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fyomon.hatenablog.com%2Fentry%2F2018%2F06%2F18%2FGCP_Professional_Data_Engineer%25E3%2581%25AB%25E5%2590%2588%25E6%25A0%25BC%25E3%2581%2597%25E3%2581%25A6%25E3%2581%258D%25E3%2581%259F%25E3%2581%25AE%25E3%2581%25A7%25E5%258B%2589%25E5%25BC%25B7%25E6%25B3%2595%25E7%25AD%2589%25E6%259B%25B8%25E3%2581%258F#?secret=fpdzl9nc9o\" data-secret=\"fpdzl9nc9o\" scrolling=\"no\" frameborder=\"0\"><\/iframe><br \/>\n<iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" title=\"Google Cloud\u2122 \u306e Professional Data Engineer \u306b\u5408\u683c\u3057\u307e\u3057\u305f - Platinum Data Blog by BrainPad\" src=\"https:\/\/hatenablog-parts.com\/embed?url=http%3A%2F%2Fblog.brainpad.co.jp%2Fentry%2F2018%2F11%2F28%2F112907#?secret=FcLZOgLZuD\" data-secret=\"FcLZOgLZuD\" scrolling=\"no\" frameborder=\"0\"><\/iframe><\/p>\n<h2>\u5b66\u4e60\u5de5\u5177<\/h2>\n<p>\u6211\u4e3b\u8981\u4f7f\u7528\u4e86\u4ee5\u4e0b\u51e0\u79cd\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">qwiklab<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9 \u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u305f\u3081\u306e\u5b9f\u8df5Google Cloud Platform<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u6a21\u64ec\u8a66\u9a13<\/ul>\n<p>\u6709\u4eba\u544a\u8bc9\u6211\u300ccoursera\u5f88\u4e0d\u9519\u300d\uff0c\u4f46\u6211\u5e76\u6ca1\u6709\u4f7f\u7528\u5b83\u3002<br \/>\n\u76f8\u53cd\uff0c\u6211\u9009\u62e9\u4e86\u4f7f\u7528qwiklab\u7684\u4e00\u4e2a\u6708\u8ba2\u9605\u8ba1\u5212\u3002\u56e0\u4e3a\u5b83\u770b\u8d77\u6765\u5f88\u65b9\u4fbf\uff0c\u53ef\u4ee5\u8fb9\u52a8\u624b\u8fb9\u5b66\u4e60\u3002<\/p>\n<h3>\u5173\u4e8e Qwiklab<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">30\u5206\u301c90\u5206\u304f\u3089\u3044\u3067\u7d42\u308f\u308b\u5b66\u7fd2\u30c6\u30fc\u30de\u304c\u6570\u591a\u304f\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30b5\u30fc\u30d3\u30b9\u306e\u57fa\u672c\u3084\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u767a\u5c55\u7684\u306a\u3082\u306e\u306a\u3069\u3001\u69d8\u3005\u306a\u30b3\u30fc\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\uff08\u4f8b\uff09\u300cCloud ML Engine: Qwik Start\u300d<\/p>\n<p>\u5229\u7528\u3092\u958b\u59cb\u3059\u308b\u3068\u3001\u305d\u306e\u30b3\u30fc\u30b9\u306e\u5236\u9650\u6642\u9593\u3060\u3051\u6709\u52b9\u306b\u306a\u308bGCP\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u767a\u884c\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6211\u4f7f\u7528\u4e86\u6708\u4ed8\u8ba2\u9605\u8ba1\u5212\uff0855\u7f8e\u5143\uff09\u3002\u8d77\u521d\u6211\u6ca1\u6709\u610f\u8bc6\u5230\u8ba2\u9605\u7684\u5b58\u5728\uff0c\u56e0\u6b64\u4e3a\u6bcf\u4e2a\u8bfe\u7a0b\u4ed8\u8d39\u611f\u5230\u5f88\u6d6a\u8d39\u3002\u3002<\/p>\n<h4>\u5728qwiklab\u4e0a\u4f7f\u7528\u7684\u8bfe\u7a0b<\/h4>\n<p>Baseline: Data, ML, AI\u3092\u307b\u307c\u5168\u90e8<\/p>\n<p>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u307b\u307c\u5168\u90e8<br \/>\n\u305d\u306e\u4ed6\u3001\u3042\u307e\u308a\u77e5\u8b58\u306e\u306a\u3044\u7d30\u304b\u3044\u3084\u3064\u3092\u8272\u3005<\/p>\n<p>Data Loss Prevention: Qwik Start &#8211; JSON<br \/>\nAutoML Vision \u3067\u30af\u30e9\u30a6\u30c9\u5185\u306e\u96f2\u306e\u753b\u50cf\u3092\u5206\u985e\u3059\u308b<br \/>\nBigtable: Qwik Start &#8211; Hbase Shell<br \/>\nCloud KMS \u306e\u4f7f\u3044\u65b9<\/p>\n<p>\u5728\u5b9e\u9645\u64cd\u4f5c\u4e2d\u5b66\u4e60\u771f\u662f\u592a\u597d\u4e86\uff01\u6211\u89c9\u5f97Dataprep\u771f\u662f\u5389\u5bb3\u3002<\/p>\n<h3>\u516c\u5f0f\u6587\u4ef6<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u300c\u30b3\u30f3\u30bb\u30d7\u30c8\u300d\u306e\u6b04\u3092\u3057\u3063\u304b\u308a\u8aad\u307f\u8fbc\u3080\u3002\uff08\u3053\u308c\u4e00\u756a\u5927\u4e8b\u304b\u3082\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30b5\u30fc\u30d3\u30b9\u540c\u58eb\u30fb\u6a5f\u80fd\u540c\u58eb\u306e\u6bd4\u8f03\u3092\u304d\u3063\u3061\u308a\u7406\u89e3\u3057\u3066\u304a\u304f\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u5404\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7cfb\u30b5\u30fc\u30d3\u30b9\u306e\u6bd4\u8f03\u8868<br \/>\n\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u65b9\u6cd5\u306e\u6bd4\u8f03<br \/>\nCloud Storage\u3067\u306e\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30af\u30e9\u30b9\u306e\u6bd4\u8f03<br \/>\nAI Platform\u306b\u304a\u3051\u308b\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u4e88\u6e2c\u3068\u30d0\u30c3\u30c1\u4e88\u6e2c<br \/>\nDedicated Interconnect\u3068Partner Interconnect\u306e\u6bd4\u8f03<\/p>\n<p>\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3059\u308b\u304b\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u308b\u305f\u3081\u306b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u898b\u3066\u304a\u304f\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb<br \/>\n\u5c0f\u58f2\u696d\u5411\u3051\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30a4\u30f3\u30d9\u30f3\u30c8\u30ea\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9<br \/>\n\u305d\u306e\u4ed6\u3001\u3053\u306e\u30da\u30fc\u30b8\u304b\u3089\u8272\u3005\u63a2\u305b\u307e\u3059<\/p>\n<h3>\u53ef\u6269\u5c55\u7684\u6570\u636e\u79d1\u5b66\uff1aGoogle\u4e91\u7aef\u5e73\u53f0\u5b9e\u8df5\u6307\u5357\u9002\u7528\u4e8e\u6570\u636e\u5de5\u7a0b\u5e08\u3002<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">GCP\u306e\u7d30\u304b\u3044\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\u3057\u305f\u672c\u3067\u306f\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u5206\u6790\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u3080\u3001\u3068\u3044\u3046\u4e00\u9023\u306e\u6d41\u308c\u3092GCP\u306e\u30b9\u30bf\u30c3\u30af\u3092\u5229\u7528\u3057\u3066\u884c\u3046\u3068\u3044\u3046\u5185\u5bb9\u3067\u3042\u308b\u305f\u3081\u3001\u5b9f\u969b\u306b\u3069\u3046\u4f7f\u3046\u306e\u304b\u306e\u30a4\u30e1\u30fc\u30b8\u304c\u4ed8\u3051\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u53d7\u9a13\u5bfe\u7b56\u3068\u3057\u3066\u306f\u30de\u30b9\u30c8\u3067\u306f\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u5b66\u3076\u4e0a\u3067\u975e\u5e38\u306b\u826f\u3044\u672c\u3067\u3059\u3002<\/ul>\n<h3>\u4eff\u771f\u8003\u8bd5<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">20\u554f\u306e\u6a21\u64ec\u8a66\u9a13\u304c\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u672c\u8a66\u9a13\u306b\u6bd4\u3079\u308b\u3068\u7c21\u5358\u3067\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u7d42\u4e86\u5f8c\u3001\u56de\u7b54\u3068\u3082\u306b\u53c2\u8003\u30ea\u30f3\u30af\u3092\u793a\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/ul>\n<p>\u6211\u5f00\u59cb\u5b66\u4e60\u7684\u65f6\u5019\uff0c\u6211\u7684\u6b63\u786e\u7387\u5927\u7ea6\u53ea\u6709\u4e00\u534a\u5de6\u53f3\u3002<\/p>\n<h1>\u8003\u8bd5\u7684\u90a3\u4e00\u5929<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul 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