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Driving Data Quality with Data Contracts - A comprehensive guide to building reliable, trusted, and effective data platforms
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Driving Data Quality with Data Contracts - A comprehensive guide to building reliable, trusted, and effective data platforms
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Everything you need to know to apply data contracts and build a
truly data-driven organization that harnesses quality data to
deliver tangible business value Purchase of the print or Kindle
book includes a free PDF eBook. Key Features Understand data
contracts and their power to resolving the problems in contemporary
data platforms Learn how to design and implement a cutting-edge
data platform powered by data contracts Access practical guidance
from the pioneer of data contracts to get expert insights on
effective utilization Book DescriptionDespite the passage of time
and the evolution of technology and architecture, the challenges we
face in building data platforms persist. Our data often remains
unreliable, lacks trust, and fails to deliver the promised value.
With Driving Data Quality with Data Contracts, you’ll discover
the potential of data contracts to transform how you build your
data platforms, finally overcoming these enduring problems.
You’ll learn how establishing contracts as the interface allows
you to explicitly assign responsibility and accountability of the
data to those who know it best—the data generators—and give
them the autonomy to generate and manage data as required. The book
will show you how data contracts ensure that consumers get quality
data with clearly defined expectations, enabling them to build on
that data with confidence to deliver valuable analytics, performant
ML models, and trusted data-driven products. By the end of this
book, you’ll have gained a comprehensive understanding of how
data contracts can revolutionize your organization’s data culture
and provide a competitive advantage by unlocking the real value
within your data.What you will learn Gain insights into the
intricacies and shortcomings of today’s data architectures
Understand exactly how data contracts can solve prevalent data
challenges Drive a fundamental transformation of your data culture
by implementing data contracts Discover what goes into a data
contract and why it’s important Design a modern data architecture
that leverages the power of data contracts Explore sample
implementations to get practical knowledge of using data contracts
Embrace best practices for the successful deployment of data
contracts Who this book is forIf you’re a data engineer, data
leader, architect, or practitioner thinking about your data
architecture and looking to design one that enables your
organization to get the most value from your data, this book is for
you. Additionally, staff engineers, product managers, and software
engineering leaders and executives will also find valuable
insights.
General
Imprint: |
Packt Publishing Limited
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Country of origin: |
United Kingdom |
Release date: |
June 2023 |
Authors: |
Andrew Jones
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Dimensions: |
235 x 191mm (L x W) |
Pages: |
206 |
ISBN-13: |
978-1-83763-500-9 |
Categories: |
Books
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LSN: |
1-83763-500-5 |
Barcode: |
9781837635009 |
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