{"id":4646,"date":"2020-04-13T17:02:27","date_gmt":"2020-04-13T17:02:27","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4646"},"modified":"2020-04-17T19:15:58","modified_gmt":"2020-04-17T19:15:58","slug":"validate-data-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/validate-data-google-professional-data-engineer-gcp\/","title":{"rendered":"Validate Data Google Professional Data Engineer GCP"},"content":{"rendered":"<ul>\n<li>Data processing like cleansing\/enhancing\/transforming can affect data quality<\/li>\n<li>Data validation checks for<\/li>\n<li>Consistency \u2013\n<ul>\n<li>data should fit into expected values<\/li>\n<li>field values should match the data type for the column<\/li>\n<li>values within acceptable ranges<\/li>\n<\/ul>\n<\/li>\n<li>Completeness \u2013\n<ul>\n<li>expected values be included in data<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>No missing values<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data processing like cleansing\/enhancing\/transforming can affect data quality Data validation checks for Consistency \u2013 data should fit into expected values field values should match the data type for the column values within acceptable ranges Completeness \u2013 expected values be included in data No missing values<\/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":[619,640,623,622,618,621,641],"class_list":["post-4646","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-validate-data"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - 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