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Jeremy Stanley Paige Schwa Automating Data Quality Monitoring at Sc (Paperback)
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- Buy it nowJeremy Stanley Paige Schwa Automating Data Quality Monitoring at Sc (Paperback)
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eBay item number:395158266479
Item specifics
- Condition
- Book Title
- Automating Data Quality Monitoring at Scale
- Title
- Automating Data Quality Monitoring at Scale
- Subtitle
- Scaling Beyond Rules with Machine Learning
- EAN
- 9781098145934
- ISBN
- 9781098145934
- Genre
- Computing & Internet
- Subject
- Data Modeling & Design, Data Processing, Databases / Data Warehousing, Databases / Data Mining
- Release Year
- 2024
- Release Date
- 01/30/2024
- Country/Region of Manufacture
- US
- Subject Area
- Computers
- Publication Name
- Automating Data Quality Monitoring : Scaling Beyond Rules with Machine Learning
- Item Length
- 9.2 in
- Publisher
- O'reilly Media, Incorporated
- Publication Year
- 2024
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Item Height
- 0.5 in
- Item Width
- 7.4 in
- Item Weight
- 13.9 Oz
- Number of Pages
- 217 Pages
About this product
Product Information
The world's businesses ingest a combined 2.5 quintillion bytes of data every day. But how much of this vast amount of data--used to build products, power AI systems, and drive business decisions--is poor quality or just plain bad? This practical book shows you how to ensure that the data your organization relies on contains only high-quality records. Most data engineers, data analysts, and data scientists genuinely care about data quality, but they often don't have the time, resources, or understanding to create a data quality monitoring solution that succeeds at scale. In this book, Jeremy Stanley and Paige Schwartz from Anomalo explain how you can use automated data quality monitoring to cover all your tables efficiently, proactively alert on every category of issue, and resolve problems immediately. This book will help you: Learn why data quality is a business imperative Understand and assess unsupervised learning models for detecting data issues Implement notifications that reduce alert fatigue and let you triage and resolve issues quickly Integrate automated data quality monitoring with data catalogs, orchestration layers, and BI and ML systems Understand the limits of automated data quality monitoring and how to overcome them Learn how to deploy and manage your monitoring solution at scale Maintain automated data quality monitoring for the long term
Product Identifiers
Publisher
O'reilly Media, Incorporated
ISBN-10
1098145933
ISBN-13
9781098145934
eBay Product ID (ePID)
25060880302
Product Key Features
Publication Name
Automating Data Quality Monitoring : Scaling Beyond Rules with Machine Learning
Format
Trade Paperback
Language
English
Subject
Data Modeling & Design, Data Processing, Databases / Data Warehousing, Databases / Data Mining
Publication Year
2024
Type
Textbook
Subject Area
Computers
Number of Pages
217 Pages
Dimensions
Item Length
9.2 in
Item Height
0.5 in
Item Width
7.4 in
Item Weight
13.9 Oz
Item description from the seller
Business seller information
Rarewaves-USA
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eBay item number:395158266479
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