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You're reading from  Driving Data Quality with Data Contracts

Product typeBook
Published inJun 2023
PublisherPackt
ISBN-139781837635009
Edition1st Edition
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Author (1)
Andrew Jones
Andrew Jones
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Andrew Jones

Andrew Jones is a principal engineer at GoCardless, one of Europe's leading Fintech's. He has over 15 years experience in the industry, with the first half primarily as a software engineer, before he moved into the data infrastructure and data engineering space. Joining GoCardless as its first data engineer, he led his team to build their data platform from scratch. After initially following a typical data architecture and getting frustrated with facing the same old challenges he'd faced for years, he started thinking there must be a better way, which led to him coining and defining the ideas around data contracts. Andrew is a regular speaker and writer, and he is passionate about helping organizations get maximum value from data.
Read more about Andrew Jones

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Building data products

As we discussed in Chapter 1, A Brief History of Data Platforms, most of the data made available to data teams is in tables and datasets extracted in raw form as is from source systems using an extract, load, transform (ELT) tool. That leads to unreliable and expensive data pipelines and the creation of a bottleneck where a central data engineering team effectively control access to any data of value.

With data contracts, we want to move away from thinking about the tables and datasets in the source system and instead start creating data products.

In the following sub-sections, we are going to cover the following:

  • What is a data product?
  • Adopting a data product mindset
  • Designing a data product

What is a data product?

We introduced the concept of data products and the benefits of them in Chapter 2, Introducing Data Contracts. Let’s go into more detail about the concept and define exactly what a data product is.

A data...

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Driving Data Quality with Data Contracts
Published in: Jun 2023Publisher: PacktISBN-13: 9781837635009

Author (1)

author image
Andrew Jones

Andrew Jones is a principal engineer at GoCardless, one of Europe's leading Fintech's. He has over 15 years experience in the industry, with the first half primarily as a software engineer, before he moved into the data infrastructure and data engineering space. Joining GoCardless as its first data engineer, he led his team to build their data platform from scratch. After initially following a typical data architecture and getting frustrated with facing the same old challenges he'd faced for years, he started thinking there must be a better way, which led to him coining and defining the ideas around data contracts. Andrew is a regular speaker and writer, and he is passionate about helping organizations get maximum value from data.
Read more about Andrew Jones