Automating Data Quality Monitoring at Scale: Scaling Beyond Rules with Machine Learning - Tapa blanda
Sinopsis
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
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
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.
"Sobre este título" puede pertenecer a otra edición de este libro.
Resultados de la búsqueda para Automating Data Quality Monitoring at Scale: Scaling...
Imagen de archivo
Automating Data Quality Monitoring at Scale: Going Deeper than Data Observability [Paperback] Stanley, Jeremy and Schwartz, Paige
Librería: Lakeside Books, Benton Harbor, MI, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Brand New! Not Overstocks or Low Quality Book Club Editions! Direct From the Publisher! We're not a giant, faceless warehouse organization! We're a small town bookstore that loves books and loves it's customers! Buy from Lakeside Books! Nº de ref. del artículo: OTF-S-9781098145934
Comprar nuevo
EUR 39,98
Envío por EUR 3,48
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Automating Data Quality Monitoring : Going Deeper Than Data Observability
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 46041629-n
Comprar nuevo
EUR 41,19
Envío por EUR 2,30
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: 1 disponibles
Imagen del vendedor
Automating Data Quality Monitoring: Scaling Beyond Rules with Machine Learning (Paperback or Softback)
Publicado por
O'Reilly Media 2/13/2024, 2024
ISBN 10: 1098145933
ISBN 13: 9781098145934
Nuevo
Paperback or Softback
Librería: BargainBookStores, Grand Rapids, MI, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback or Softback. Condición: New. Automating Data Quality Monitoring: Scaling Beyond Rules with Machine Learning. Book. Nº de ref. del artículo: BBS-9781098145934
Comprar nuevo
EUR 44,61
Gastos de envío gratis
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: 5 disponibles
Imagen del vendedor
Automating Data Quality Monitoring : Going Deeper Than Data Observability
Publicado por
O'Reilly Media, 2024
ISBN 10: 1098145933
ISBN 13: 9781098145934
Antiguo o usado
Tapa blanda
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: As New. Unread book in perfect condition. Nº de ref. del artículo: 46041629
Comprar usado
EUR 42,73
Envío por EUR 2,30
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: 1 disponibles
Imagen de archivo
Automating Data Quality Monitoring at Scale
Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: WO-9781098145934
Comprar nuevo
EUR 45,37
Gastos de envío gratis
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: 8 disponibles
Imagen de archivo
Automating Data Quality Monitoring at Scale
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: WO-9781098145934
Comprar nuevo
EUR 42,63
Envío por EUR 4,79
Se envía de Reino Unido a Estados Unidos de America
Se envía de Reino Unido a Estados Unidos de America
Cantidad disponible: 10 disponibles
Imagen de archivo
Automating Data Quality Monitoring: Scaling Beyond Rules with Machine Learning
Librería: California Books, Miami, FL, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. Nº de ref. del artículo: I-9781098145934
Comprar nuevo
EUR 49,44
Gastos de envío gratis
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Automating Data Quality Monitoring at Scale
Librería: Rarewaves USA, OSWEGO, IL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: New. 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 imperativeUnderstand and assess unsupervised learning models for detecting data issuesImplement notifications that reduce alert fatigue and let you triage and resolve issues quicklyIntegrate automated data quality monitoring with data catalogs, orchestration layers, and BI and ML systemsUnderstand the limits of automated data quality monitoring and how to overcome themLearn how to deploy and manage your monitoring solution at scaleMaintain automated data quality monitoring for the long term. Nº de ref. del artículo: LU-9781098145934
Comprar nuevo
EUR 49,47
Gastos de envío gratis
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Automating Data Quality Monitoring at Scale
Librería: Rarewaves.com USA, London, LONDO, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: New. 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 imperativeUnderstand and assess unsupervised learning models for detecting data issuesImplement notifications that reduce alert fatigue and let you triage and resolve issues quicklyIntegrate automated data quality monitoring with data catalogs, orchestration layers, and BI and ML systemsUnderstand the limits of automated data quality monitoring and how to overcome themLearn how to deploy and manage your monitoring solution at scaleMaintain automated data quality monitoring for the long term. Nº de ref. del artículo: LU-9781098145934
Comprar nuevo
EUR 53,55
Gastos de envío gratis
Se envía de Reino Unido a Estados Unidos de America
Se envía de Reino Unido a Estados Unidos de America
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
Automating Data Quality Monitoring at Scale (Paperback)
Publicado por
O'Reilly Media, Sebastopol, 2024
ISBN 10: 1098145933
ISBN 13: 9781098145934
Nuevo
Paperback
Librería: Grand Eagle Retail, Bensenville, IL, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: new. Paperback. 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 imperativeUnderstand and assess unsupervised learning models for detecting data issuesImplement notifications that reduce alert fatigue and let you triage and resolve issues quicklyIntegrate automated data quality monitoring with data catalogs, orchestration layers, and BI and ML systemsUnderstand the limits of automated data quality monitoring and how to overcome themLearn how to deploy and manage your monitoring solution at scaleMaintain automated data quality monitoring for the long term 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Nº de ref. del artículo: 9781098145934
Comprar nuevo
EUR 55,12
Gastos de envío gratis
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: 1 disponibles