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    Types of Data Sources in Design/Architecture? ( That are planned or already there in Existing Platform.)

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    Different Data Domains expected to ingest ?

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    What is the expected Data Velocity ?

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    Is Data encryption being used in pipelines ?

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    What practices for PII data detection and masking the data are planned or being followed in Architecture:

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    Data Cleaning Practices in the process.

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    What type of Design/Architecture is being used as part of Master Data Management:

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    Is Data Cataloging applied in the pipeline:

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    Data results will be captured in which of the following type:

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    How the end-users will use the Data:

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    What Data Quality checkers applied to ensure veracity of data for the pipeline?

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    What dimensions of data quality assures the veracity in data in the pipeline?

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    Any Data Quality Reports in Design/ Architecture:

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    Any data observability tools in Design/ Architecture:

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    List down all data compliance models in Design/Architecture:

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DataOps Principles Assessment

Types of Data Sources in Design/Architecture? ( That are planned or already there in Existing Platform.)

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Different Data Domains expected to ingest ?

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What is the expected Data Velocity ?

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Is Data encryption being used in pipelines ?

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What practices for PII data detection and masking the data are planned or being followed in Architecture:

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Data Cleaning Practices in the process.

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What type of Design/Architecture is being used as part of Master Data Management:

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Is Data Cataloging applied in the pipeline:

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Data results will be captured in which of the following type:

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How the end-users will use the Data:

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What Data Quality checkers applied to ensure veracity of data for the pipeline?

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What dimensions of data quality assures the veracity in data in the pipeline?

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Any Data Quality Reports in Design/Architecture:

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Any data observability tools in Design/Architecture:

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List down all data compliance models in Design/Architecture:

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