Azure Conference Data Engineering Virtualization 
O'Reilly
SEPTEMBER 15, 2021
While it’s sadly premature to say that the survey took place at the end of the COVID-19 pandemic (though we can all hope), it took place at a time when restrictions were loosening: we were starting to go out in public, have parties, and in some cases even attend in-person conferences. Many respondents acquired certifications.
O'Reilly
FEBRUARY 18, 2020
Along with R , Python is one of the most-used languages for data analysis. there’s a Python library for virtually anything a developer or data scientist might need to do. Python libraries are no less useful for manipulating or engineering data, too.). In aggregate, data engineering usage declined 8% in 2019.
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