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Data Observability for Data Engineering

You're reading from  Data Observability for Data Engineering

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781804616024
Pages 228 pages
Edition 1st Edition
Languages
Authors (2):
Michele Pinto Michele Pinto
Profile icon Michele Pinto
Sammy El Khammal Sammy El Khammal
Profile icon Sammy El Khammal
View More author details

Table of Contents (17) Chapters

Preface Part 1: Introduction to Data Observability
Chapter 1: Fundamentals of Data Quality Monitoring Chapter 2: Fundamentals of Data Observability Part 2: Implementing Data Observability
Chapter 3: Data Observability Techniques Chapter 4: Data Observability Elements Chapter 5: Defining Rules on Indicators Part 3: How to adopt Data Observability in your organization
Chapter 6: Root Cause Analysis Chapter 7: Optimizing Data Pipelines Chapter 8: Organizing Data Teams and Measuring the Success of Data Observability Part 4: Appendix
Chapter 9: Data Observability Checklist Chapter 10: Pathway to Data Observability Index Other Books You May Enjoy

Data observability in the enterprise ecosystem

As we have seen in this chapter, through the context, the synchronization with the process, and the continuous validation of data, data observability manages to ground all the potential that often cannot be expressed with traditional data quality approaches. In this section, in particular, we’ll understand how businesses can take direct advantage of it.

Investments in data quality are becoming more and more huge, as well as the perception that keeping control of data quality is already a critical aspect of the success of a business. This sense of a need for protection is transforming into investments in qualified personnel and, often, in expensive and sophisticated tools that promise to help companies acquire the means and skills necessary to guarantee certified data products on which to make reliable decisions on an ongoing basis.

If, on the one hand, it is true that enthusiasm and attention are growing exponentially, on...

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