Data Engineer, Data Profiling and Data Silos

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Data Engineer

Data Profiling

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

How to Build ETL Data Pipeline in ML

The MLOps Blog

MAY 17, 2023

This article explores the importance of ETL pipelines in machine learning, a hands-on example of building ETL pipelines with a popular tool, and suggests the best ways for data engineers to enhance and sustain their pipelines. We also need data profiling i.e. data discovery, to understand if the data is appropriate for ETL.

ETL

ETL Data Pipeline ML ML

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Data architecture strategy for data quality

How to Build ETL Data Pipeline in ML

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