{"id":4648,"date":"2020-04-13T17:02:32","date_gmt":"2020-04-13T17:02:32","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4648"},"modified":"2020-04-17T19:13:00","modified_gmt":"2020-04-17T19:13:00","slug":"quality-metadata-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/","title":{"rendered":"Quality metadata Google Professional Data Engineer GCP"},"content":{"rendered":"<ul>\n<li>Data quality management (DQM) is essential for metadata quality<\/li>\n<li>Put effort to discover, search, understand, and maintain metadata quality<\/li>\n<li>Data Catalog gives centralized metadata management by\n<ul>\n<li>Custom metadata tags, support data quality attributes by defining them and grouping for easy management<\/li>\n<li>custom enumerated types to represent ordinal attributes, and double and string types<\/li>\n<li>use the Data Catalog API for automation and in upstream processes.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Data quality management (DQM) is essential for metadata quality Put effort to discover, search, understand, and maintain metadata quality Data Catalog gives centralized metadata management by Custom metadata tags, support data quality attributes by defining them and grouping for easy management custom enumerated types to represent ordinal attributes, and double and string types use the&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[617],"tags":[619,640,623,622,618,621,642],"class_list":["post-4648","page","type-page","status-publish","hentry","category-google-gcp","tag-data-engineer","tag-data-quality-management","tag-gcp","tag-google-certification","tag-google-cloud","tag-professional-data-engineer","tag-quality-metadata"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Quality metadata Google Professional Data Engineer GCP - Testprep Training Tutorials<\/title>\n<meta name=\"description\" content=\"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Quality metadata\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Quality metadata Google Professional Data Engineer GCP - Testprep Training Tutorials\" \/>\n<meta property=\"og:description\" content=\"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Quality metadata\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/\" \/>\n<meta property=\"og:site_name\" content=\"Testprep Training Tutorials\" \/>\n<meta property=\"article:modified_time\" content=\"2020-04-17T19:13:00+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/\",\"url\":\"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/\",\"name\":\"Quality metadata Google Professional Data Engineer GCP - Testprep Training Tutorials\",\"isPartOf\":{\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/#website\"},\"datePublished\":\"2020-04-13T17:02:32+00:00\",\"dateModified\":\"2020-04-17T19:13:00+00:00\",\"description\":\"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Quality metadata\",\"breadcrumb\":{\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.testpreptraining.ai\/tutorial\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Quality metadata Google Professional Data Engineer GCP\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/#website\",\"url\":\"https:\/\/www.testpreptraining.ai\/tutorial\/\",\"name\":\"Testprep Training Tutorials\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.testpreptraining.ai\/tutorial\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/#organization\",\"name\":\"Testprep Training\",\"url\":\"https:\/\/www.testpreptraining.ai\/tutorial\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.testpreptraining.com\/tutorial\/wp-content\/uploads\/2020\/07\/tpt-logo-6.png\",\"contentUrl\":\"https:\/\/www.testpreptraining.com\/tutorial\/wp-content\/uploads\/2020\/07\/tpt-logo-6.png\",\"width\":583,\"height\":153,\"caption\":\"Testprep Training\"},\"image\":{\"@id\":\"https:\/\/www.testpreptraining.ai\/tutorial\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Quality metadata Google Professional Data Engineer GCP - Testprep Training Tutorials","description":"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Quality metadata","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/","og_locale":"en_US","og_type":"article","og_title":"Quality metadata Google Professional Data Engineer GCP - Testprep Training Tutorials","og_description":"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Quality metadata","og_url":"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/","og_site_name":"Testprep Training Tutorials","article_modified_time":"2020-04-17T19:13:00+00:00","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/","url":"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/","name":"Quality metadata Google Professional Data Engineer GCP - Testprep Training Tutorials","isPartOf":{"@id":"https:\/\/www.testpreptraining.ai\/tutorial\/#website"},"datePublished":"2020-04-13T17:02:32+00:00","dateModified":"2020-04-17T19:13:00+00:00","description":"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Quality metadata","breadcrumb":{"@id":"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.testpreptraining.ai\/tutorial\/quality-metadata-google-professional-data-engineer-gcp\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.testpreptraining.ai\/tutorial\/"},{"@type":"ListItem","position":2,"name":"Quality metadata Google Professional Data Engineer GCP"}]},{"@type":"WebSite","@id":"https:\/\/www.testpreptraining.ai\/tutorial\/#website","url":"https:\/\/www.testpreptraining.ai\/tutorial\/","name":"Testprep Training Tutorials","description":"","publisher":{"@id":"https:\/\/www.testpreptraining.ai\/tutorial\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.testpreptraining.ai\/tutorial\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.testpreptraining.ai\/tutorial\/#organization","name":"Testprep Training","url":"https:\/\/www.testpreptraining.ai\/tutorial\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.testpreptraining.ai\/tutorial\/#\/schema\/logo\/image\/","url":"https:\/\/www.testpreptraining.com\/tutorial\/wp-content\/uploads\/2020\/07\/tpt-logo-6.png","contentUrl":"https:\/\/www.testpreptraining.com\/tutorial\/wp-content\/uploads\/2020\/07\/tpt-logo-6.png","width":583,"height":153,"caption":"Testprep Training"},"image":{"@id":"https:\/\/www.testpreptraining.ai\/tutorial\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/pages\/4648","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/comments?post=4648"}],"version-history":[{"count":1,"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/pages\/4648\/revisions"}],"predecessor-version":[{"id":4657,"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/pages\/4648\/revisions\/4657"}],"wp:attachment":[{"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/media?parent=4648"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/categories?post=4648"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.testpreptraining.ai\/tutorial\/wp-json\/wp\/v2\/tags?post=4648"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}