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Hub-and-Spoke andPoint-to-Point

Point-to-Point model (PP) connects all applications with each other e.g., if there are 5 applications then there will be many connections as depicted in belo…

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Critical Data Elements (CDE)

This is a principle rather a process to manipulate data, but it holds a very significant value in terms of managing and securing data. Most of us mix Critica…

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Data Ethics

This is also a very confusing term in Data domain, a lot of people are not sure how to assure that everyone follows Ethics in their day-to-day activities whi…

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Data Anomalies

Data Anomalies are about any kind of unusual behavior which can degrade the quality of data. Please note, data quality is not only about dirty data but also…

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Data Surfing

Data Surfing is always confused with Data Analysis. There is a very thin line between Data Analysts and Data Surfers. Data Surfing is normally done by non-te…

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Semantic Layer

“Semantic” is an ancient Greek word: σημαντικός sēmantikós, "significant" is the study of reference, meaning, or truth. In Data World, Semantic layer is buil…

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Augmented Analytics

By now, we all know what Semantic Layer is, IT defines data elements for business ease. Then there came the era for Business folks defines data elements them…

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Data Island

Data Island has kind of disappeared as integration technologies have matured. ‘Data Island is a datastore(s) which is/ are not accessible.’ In previous eras…

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Data Silos

Data Silos is always confused with Data Island. Data Islands are those datastores which are not accessible from external world may be due technology barriers…

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Data Synthetic or Mockup Data

There are many ways to achieve data privacy like data generalization, data swapping, data masking, data encryption etc., all these techniques change original…