Data Contracts - Accountable Data Quality
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the concept of Data Contracts in this 37-minute conference talk from Data Council. Discover how these mechanisms drive accountability and data ownership between producers and consumers, ensuring production-grade data pipelines are treated as part of the product with clear SLAs and ownership. Learn about the why, when, and how of implementing Data Contracts, ranging from cultural changes to implementation details. Gain insights from Chad Sanderson, former Head of Data at Convoy, who has implemented Data Contracts at scale for various applications, including Machine Learning models and Embedded Metrics. Understand the importance of Data Contracts in maintaining data quality and fostering a culture of accountability within organizations.