Fundamentals of Data Observability: Implement Trustworthy End-to-End Data Solutions
by: Andy Petrella (Author)
Publisher finelybook 出版社: O’Reilly Media; (September 19, 2023)
Language 语言: English
Print Length 页数: 264 pages
ISBN-10: 1098133293
ISBN-13: 9781098133290
Book Description
By finelybook
Quickly detect, troubleshoot, and prevent a wide range of data issues through data observability, a set of best practices that enables data teams to gain greater visibility of data and its usage. If you’re a data engineer, data architect, or machine learning engineer who depends on the quality of your data, this book shows you how to focus on the practical aspects of introducing data observability in your everyday work.
Author Andy Petrella helps you build the right habits to identify and solve data issues, such as data drifts and poor quality, so you can stop their propagation in data applications, pipelines, and analytics. You’ll learn ways to introduce data observability, including setting up a framework for generating and collecting all the information you need.
Learn the core principles and benefits of data observability
Use data observability to detect, troubleshoot, and prevent data issues
Follow the book’s recipes to implement observability in your data projects
Use data observability to create a trustworthy communication framework with data consumers
Learn how to educate your peers about the benefits of data observability
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