17min chapter

DataTopics Unplugged: All Things Data, AI & Tech cover image

Data Quality, Contracts and 100 Year Old Hares

DataTopics Unplugged: All Things Data, AI & Tech

CHAPTER

Exploring the Dimensions of Data Quality

The speakers delve into the concept of data quality, discussing dimensions such as validity, accuracy, completeness, timeliness, and consistency. They highlight the challenges and potential risks of data quality issues, and mention tools like pandera for addressing data quality. The importance of domain knowledge and business understanding in assessing and countering data quality problems is also emphasized.

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