Tag: Data Engineering

Data, Data Products & Innovations

Inside Netflix: Infrastructure for Real-Time Data Handling

Introduction In today’s fast-paced digital landscape, real-time data processing has become essential for companies that need to make quick decisions at scale. Netflix, a leader in streaming and data-driven decision-making, handles immense volumes of real-time data every day. To deliver smooth streaming experiences and personalized content recommendations, Netflix’s infrastructure processes massive amounts of streaming data in real time. Drawing from insights shared on the Netflix … Continue reading Inside Netflix: Infrastructure for Real-Time Data Handling

Unknown's avatarBidya Bhushan BibhuLeave a comment
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

Unknown's avatarBidya Bhushan BibhuLeave a comment
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