Data Modeling vs. Data Architecture

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More and more organizations are recognizing the business value of data, which raises the question of how managing data influences data analytics, business decision making, and profits. There are two key facets of data management: data modeling, and data architecture. They work hand in hand, but are different. Generally, data modeling takes a micro view of data, while data architecture takes a macro view. Watch to learn more differences between the two.

What do you think? How else do data modeling and data architecture complement each other? Share your thoughts in the comments below, and don’t forget to like and subscribe.

#DataManagement #DataModeling #DataArchitecture

Eye on Tech

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Hello!
A nice brief explanation about the differences. While I always had these differences in my head, never have I ever tried putting them on paper to explain the differences. Appreciate your effort here.
Data Architects also takes care of the Data Quality framework definitions and play a very crucial role in transforming business expectations to Data Model realizations.

Thamizhnags

Nice overview. Many thanks for sharing!

pdrcouto

hmm data architects can gather requirements from data modelers/feature requests and can implement such ingestion workflows/ create diagrams as to how intrgrate a new source

i want cdc data, i have a soap api, and a call -> how can we get this data ingested to where its relationship is clear to how to leverage such data in our existing model / enaure data model is adaptable enough to where such opperation will not cause moderate variability in average throughput of average query

ravenecho

Very nice 👌, pls also share salary structure for both

bhavyamt

I was wondering whether data governance is part of data architecture. It seems to fit nowhere else.

rotatingmind

Hi. Good introduction, but what music is doing here? This is professional presentation not a cooking channel.

irinamelamud

Bro u have to introduce yourself...who are you ..what qualification have you done....just starting with lecture isn't interesting

RiddesH

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