How can I improve data quality in my organization?
Improving data quality involves several steps, including data cleansing, validation, and establishing data governance policies.
What are some common data quality issues I should be aware of?
Common issues include duplicate records, incomplete data, outdated information, and inconsistent formats.
How can I implement data governance effectively?
Start by defining clear roles and responsibilities, creating data standards, and ensuring regular audits and training.
Are there tools that can help with data quality management?
Yes, there are many tools available, such as Talend, Informatica, and Microsoft Power BI, that can assist in managing data quality.
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