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Outlier Detection – What Is It And How Can It Help In The Improvements Of Data Quality? 

Artificial Intelligence (AI) & Machine Learning (ML), Blog / / , , ,
Outlier Detection

Identifying outliers and errors in data is an important but time-consuming task. Depending on the context and domain, errors can be impactful in a variety of ways, some very severe. One of the issues with detecting outliers and errors is that they come in many different forms. There are syntactic errors, where a value like […]

Outlier Detection – What Is It And How Can It Help In The Improvements Of Data Quality?  Read More »

Rules Suggestion – What is it and how can it help in the pursuit of improving data quality?  

Artificial Intelligence (AI) & Machine Learning (ML) / / , , , ,
rules suggestion

Written by Daniel Browne, Machine Learning Engineer Defining data quality rules and collection of rules for data quality projects is often a manual time-consuming process. It often involves a subject matter expert reviewing data sources and designing quality rules to ensure the data complies with integrity, accuracy and / or regulatory standards. As data sources

Rules Suggestion – What is it and how can it help in the pursuit of improving data quality?   Read More »

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