Data Lineage Courses and Certifications

Master Manta's data lineage features, source connections, workflow management, and customization to enhance metadata management capabilities in your organization.

• IBM Training
• 3 hours
• On-Demand
• Free Online Course

Introduction to Data Quality

Explore the basics of data quality management. Learn the key concepts, dimensions, and techniques for monitoring and improving data quality.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

The ASF

OpenLineage: An Open Standard for Data Lineage

Explore OpenLineage, an open framework for data lineage metadata collection. Learn its purpose, data model, and integration with tools like Apache Airflow and Spark to enhance pipeline understanding and management.

• YouTube
• 40 minutes
• On-Demand
• Free Video

SQLBits

Understanding and Managing Data Lineage in Power BI

Monitor and manage data flow in Power BI from source to end-users. Learn techniques for effective data lineage tracking and governance in business intelligence environments.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Truly Open Lineage - Building Trust in AI Models Through Data Provenance

Explore open-source ecosystem for data lineage, combining Egeria, OpenLineage, and Marquez to enhance trust in AI models through transparent data origin and processing tracking.

• YouTube
• 32 minutes
• On-Demand
• Free Video

DataGalaxy

Cross-Platform Data Lineage with OpenLineage - Tracing Data Across Apache Spark and Airflow

Discover how OpenLineage enables cross-platform data tracing, focusing on Apache Spark and Airflow integration. Learn architecture fundamentals and see real-time pipeline monitoring through practical demonstrations.

• YouTube
• 45 minutes
• On-Demand
• Free Video

USENIX

Cross-Platform Data Lineage with OpenLineage - A Foundational Layer for Data Reliability

Discover how OpenLineage standard enables end-to-end data pipeline observability, debugging, and reliability across platforms like Airflow, Spark, dbt, and Flink for modern Data & AI systems.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Master IBM Manta's interface, visualization tools, and data lineage interpretation to effectively navigate and compare pipeline revisions for enhanced data understanding.

• IBM Training
• 2 hours
• On-Demand
• Free Online Course

Discover Manta's admin UI, connection configuration, workflow management, lineage fine-tuning, and OpenManta extension capabilities for metadata administrators.

• IBM Training
• 5 hours
• On-Demand
• Free Online Course

Fractal Analytics

Data Lineage & Ethical Frameworks for Responsible AI

Discover how to build ethical AI systems with traceable data lineage, governance frameworks, and responsible practices for enterprise workflows.

• Coursera
• 7 hours 54 minutes
• On-Demand
• Paid Course

Exploring the Lineage of Data with Cloud Data Fusion

This is a self-paced lab that takes place in the Google Cloud console. This lab shows how to use Cloud Data Fusion to explore data lineage - the data's origins and its movement over time.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Exploring the Lineage of Data with Cloud Data Fusion

This lab shows how to use Cloud Data Fusion to explore data lineage - the data's origins and its movement over time.

• Google Skills
• 1-2 hours
• On-Demand
• Paid Course

USENIX

Lineage Quality Measurement for Privacy Engineering

Exploring a framework for measuring lineage performance in data systems, aiding product teams and privacy engineers in selecting effective approaches for privacy protection.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Intermediate dbt

Take your dbt skills to the next level with this hands-on course designed for data engineers and analytics professionals.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Automate Data Pipelines

Schedule, monitor, and manage data workflows efficiently using tools like Apache Airflow. Build data pipelines by leveraging Airflow DAGs to organize tasks and utilize AWS resources such as S3 and Redshift to process and move data effectively between sys…

• Udacity
• 9 hours
• On-Demand
• Paid Course