Tag: Data Architecture

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

Unknown's avatarBidya Bhushan BibhuLeave a comment
Data, Databases

What is the Data Lakehouse Model?

As data evolves, so must our architecture. The lakehouse is the future—a system built for the demands of speed, scale, and diverse data types — Bidya Bhushan Bibhu Introduction: In recent years, the explosion of data and increasing demand for real-time analytics have led to significant evolution in data architectures. Traditionally, organizations relied on data warehouses for structured, transactional data and data lakes for large … Continue reading What is the Data Lakehouse Model?

Unknown's avatarBidya Bhushan Bibhu1 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