Tag: dqops

dqops Data Quality Rules (Part 2) – CFD, Machine Learning

dqops Data Quality Rules (Part 2) – CFD, Machine Learning

The previous blog post introduces a list of basic data quality rules that have been developed for my R&D data quality improvement initiative. Those rules are fundamental and essential for detecting data quality problems. However, those rules have existed since a long, long time ago and they are neither innovative nor exciting. More importantly, those … Continue reading dqops Data Quality Rules (Part 2) – CFD, Machine Learning →

dqops Data Quality Rules (Part 1) – Basic Rules

In my previous blog post, I discussed the requirements and core elements of the rule-based data quality assessments. In this and next blog posts, I am going to walk through the data quality rules designed in the dqops DQ Studio app (one of my R&D initiatives for data quality improvement), ranging from the basic data … Continue reading dqops Data Quality Rules (Part 1) – Basic Rules →