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You're reading from  Data Modeling with Snowflake

Product typeBook
Published inMay 2023
PublisherPackt
ISBN-139781837634453
Edition1st Edition
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Author (1)
Serge Gershkovich
Serge Gershkovich
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Serge Gershkovich

Serge Gershkovich is a seasoned data architect with decades of experience designing and maintaining enterprise-scale data warehouse platforms and reporting solutions. He is a leading subject matter expert, speaker, content creator, and Snowflake Data Superhero. Serge earned a bachelor of science degree in information systems from the State University of New York (SUNY) Stony Brook. Throughout his career, Serge has worked in model-driven development from SAP BW/HANA to dashboard design to cost-effective cloud analytics with Snowflake. He currently serves as product success lead at SqlDBM, an online database modeling tool.
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Summary

In this chapter, we have seen how a conceptual model and its accompanying diagram make it easy to visualize an organizational business model and validate it with domain experts against the intended business operations that it is meant to support.

To get started in conceptual modeling, we used Kimball’s DM methodology, which has been used for decades to guide the design of database and warehouse architectures. Kimball uses a four-step method to initiate discussions between the data team and business teams, and domain experts to identify the business processes that an organization engages in.

Once business processes have been identified, we determine their grain or lowest level of detail pertinent to our business. Describing the grain will also help us discover the core dimensions of our business. Plotting dimensions and business processes on a chart, known as the bus matrix, produces an elegant cross-section of our business and lets us transfer its details easily...

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Data Modeling with Snowflake
Published in: May 2023Publisher: PacktISBN-13: 9781837634453

Author (1)

author image
Serge Gershkovich

Serge Gershkovich is a seasoned data architect with decades of experience designing and maintaining enterprise-scale data warehouse platforms and reporting solutions. He is a leading subject matter expert, speaker, content creator, and Snowflake Data Superhero. Serge earned a bachelor of science degree in information systems from the State University of New York (SUNY) Stony Brook. Throughout his career, Serge has worked in model-driven development from SAP BW/HANA to dashboard design to cost-effective cloud analytics with Snowflake. He currently serves as product success lead at SqlDBM, an online database modeling tool.
Read more about Serge Gershkovich