Validate Data Google Professional Data Engineer GCP

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  • Data processing like cleansing/enhancing/transforming can affect data quality
  • Data validation checks for
  • Consistency –
    • data should fit into expected values
    • field values should match the data type for the column
    • values within acceptable ranges
  • Completeness –
    • expected values be included in data

No missing values

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