Driving Data Quality with Data Contracts A comprehensive guide to building reliable, trusted, and effective data platforms
- Книги
- 3-07-2023, 18:18
- 108
- 0
- voska89
Free Download Driving Data Quality with Data Contracts
by Andrew Jones
English | 2023 | ISBN: 1837635005 | 207 pages | True PDF EPUB | 12.67 MB
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 Description
Despite the passage of time and the evolution of technologies and architectures, 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 define 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 built 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 a successful deployment of data contracts
Who This Book Is For
If 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.
Table of Contents
A Brief History of Data Platforms
Introducing Data Contracts
How to Get Adoption in Your Organization
Bringing Data Consumers and Generators Closer Together
Embedding Data Governance
What Makes Up a Data Contract
A Contract-Driven Data Architecture
A Sample Implementation
Implementing Data Contracts In Your Organization
Data Contracts in Practice
Links are Interchangeable - Single Extraction
