Tag: data quality

Data, Data Products & Innovations

Mastering Data Observability for ML Success at LinkedIn

Ensuring Reliable ML Pipelines with DataHub What to Expect in the Blog?Explore LinkedIn’s approach to data observability and metadata management with DataHub, focusing on proactive monitoring, data lineage, and data quality enhancement across ML pipelines. Tags: LinkedIn, DataHub, data observability, metadata management, ML pipeline reliability, data lineage, data quality, proactive monitoring Data Observability at LinkedIn Keeping ML Pipelines Reliable with DataHub Maintaining reliable machine learning … Continue reading Mastering Data Observability for ML Success at LinkedIn

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Data, Data Governance

The Impact of Data Quality on Business Success

Introduction:As a data professional, I’ve come to realize that data quality is essential for the health of any data-driven business. Clean, consistent, and well-managed data is the backbone of effective analytics and decision-making. Recently, I explored an insightful approach by Airbnb to tackle data quality challenges, which they call the DQ Score. Inspired by Airbnb’s innovative framework, I’ll share my perspective on the importance of … Continue reading The Impact of Data Quality on Business Success

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Data, Data Governance

Data Quality: Impact on Business & Machine Learning

Module 1: Introduction to Data Quality 1.1 Understanding Data Quality Fundamentals What is Data Quality? Data quality refers to the state of qualitative or quantitative data that determines its fitness to serve its purpose in a given context. High-quality data must possess these key characteristics: 1.2 Impact of Poor Data Quality Business Impact Analysis Case Study: The $20 Million Data Quality Mistake A major retail … Continue reading Data Quality: Impact on Business & Machine Learning

Unknown's avatarBidya Bhushan BibhuLeave a comment