What is the role of technology in ensuring data quality?
An example of an AI chatbot conversation about the role of technology in data quality.
What is the role of technology in ensuring data quality?
Technology plays a crucial role in data quality by automating data collection, validation, and cleansing processes.
Can you give examples of technologies used for data quality?
Sure! Technologies like data profiling tools, ETL (Extract, Transform, Load) software, and machine learning algorithms are commonly used.
How does machine learning improve data quality?
Machine learning can identify patterns and anomalies in data, helping to flag errors and improve overall data accuracy.
What are the challenges in maintaining data quality with technology?
Challenges include data integration issues, keeping up with data volume, and ensuring compliance with data governance standards.
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