Big Data, Data Profiling and Data Silos

Data architecture strategy for data quality

IBM Journey to AI blog

JANUARY 5, 2023

The first generation of data architectures represented by enterprise data warehouse and business intelligence platforms were characterized by thousands of ETL jobs, tables, and reports that only a small group of specialized data engineers understood, resulting in an under-realized positive impact on the business.

Data Quality

Data Quality Data Lakes Data Warehouse Big Data

Common Data Governance Challenges & Their Solutions

Alation

JULY 6, 2021

Deeper knowledge of how data is used powers deeper understanding of the data itself. Siloed Data. Silos exist in every enterprise, and they never fail to cause data governance challenges. Silos arise for a range of reasons. Why Do Data Silos Happen? The fast pace of data collection.

Data Governance

Data Governance Data Quality Data Silos Data Profiling

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Data architecture strategy for data quality

Common Data Governance Challenges & Their Solutions

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