Take the right action on your data, based on what the data really represent and not on what you think they are In a previous article I showed how to create with IBM Cloud Pak for Data an automatic process to discover data and ingest them in a catalog while…

Understand the standard data quality dimensions used by IBM Cloud Pak for Data and IBM Infosphere Information Server. — In a previous article, I explained in details how IBM Cloud Pak for Data and IBM Infosphere Information Analyzer compute a unified data quality score for each analyzed dataset: In short, the data quality score of a data set is computed by applying algorithms which look for different types of…

From individual data quality metrics to a unified score. — In this article, I will to explain the concepts behind computing a unified data quality score as it is used in IBM Cloud Pak for Data and IBM Information Server / Information Analyzer to quantify the quality of structured data. The need for a simple data quality score Measuring data quality is not a new field. IBM Information…

How to ingest data sources into IBM Watson Knowledge Catalog while complying with the governance rules AI projects — or data analytics in general — require good data in order to be successful. On the other side, the large amount of data that exist in any organization makes them difficult to find and governance policies and regulation laws makes them difficult to share. In this article…