Data Quality Fundamentals: A Practitioner's Guide to Building Trustworthy Data Pipelines - Softcover

Moses, Barr; Gavish, Lior; Vorwerck, Molly

 
9781098112042: Data Quality Fundamentals: A Practitioner's Guide to Building Trustworthy Data Pipelines
Softcover
ISBN 10: 1098112040 ISBN 13: 9781098112042
Verlag: O'Reilly Media, 2022

Inhaltsangabe

Do your product dashboards look funky? Are your quarterly reports stale? Is the dataset you're using broken or just plain wrong? These problems affect almost every team, yet they're usually addressed on an ad hoc basis and in a reactive manner. If you answered yes to any of the questions above, this book is for you.

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Über die Autorin bzw. den Autor

Do your product dashboards look funky? Are your quarterly reports stale? Is the dataset you're using broken or just plain wrong? These problems affect almost every team, yet they're usually addressed on an ad hoc basis and in a reactive manner. If you answered yes to any of the questions above, this book is for you.

Many data engineering teams today face the "good pipelines, bad data" problem. It doesn't matter how advanced your data infrastructure is if the data you're piping is bad. In this book, Barr Moses, Lior Gavish, and Molly Vorwerck from the data reliability company Monte Carlo explain how to tackle data quality and trust at scale by leveraging best practices and technologies used by some of the world's most innovative companies.

  • Build more trustworthy and reliable data pipelines
  • Write scripts to make data checks and identify broken pipelines with data observability
  • Program your own data quality monitors from scratch
  • Develop and lead data quality initiatives at your company
  • Generate a dashboard to highlight your company's key data assets
  • Automate data lineage graphs across your data ecosystem
  • Build anomaly detectors for your critical data assets

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Verlag
O'Reilly Media
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
1098112040
ISBN 13 
9781098112042
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
300
Kontakt zum Hersteller
O'Reilly
https://oreilly.com

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