
Automating Data Quality Monitoring at Scale
scaling beyond rules with machine learning
$122.67
- Paperback
170 pages
- Release Date
30 January 2024
Summary
Stop Bad Data: Automated Data Quality Monitoring at Scale
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…
Book Details
ISBN-13: | 9781098145934 |
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ISBN-10: | 1098145933 |
Author: | Jeremy Stanley, Paige Schwartz |
Publisher: | O'Reilly Media |
Imprint: | O'Reilly Media |
Format: | Paperback |
Number of Pages: | 170 |
Release Date: | 30 January 2024 |
Weight: | 394g |
Dimensions: | 233mm x 178mm |
About The Author
Jeremy Stanley
Jeremy Stanley is co-founder and CTO at Anomalo. Prior to Anomalo, Jeremy was the VP of Data Science at Instacart, where he led machine learning and drove multiple initiatives to improve the company’s profitability. Previously, he led data science and engineering at other hyper-growth companies like Sailthru. He’s applied machine learning and AI technologies to everything from insurance and accounting to ad-tech and last-mile delivery logistics. He’s also a recognized thought leader in the data science community with hugely popular blog posts like Deep Learning with Emojis (not Math). Jeremy holds a BS in Mathematics from Wichita State University and an MBA from Columbia University.
Paige Schwartz is a professional technical writer at Anomalo who has worked with clients such as Airbnb, Grammarly, and Samsara, as well as successful startups like CodeSignal, Tecton, Clerky, and Fiddler. She specializes in communicating complex software engineering topics to a general audience and has spent her career working with machine learning and data systems, including 5 years as a product manager on Google Search. She holds a joint BA in Computer Science and English from UC Berkeley.
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