Data Contracts by Chad Sanderson, Mark Freeman & B.E. Schmidt

Data Contracts by Chad Sanderson, Mark Freeman & B.E. Schmidt

Bad data costs companies millions. Data Contracts by Chad Sanderson, Mark Freeman, and B.E. Schmidt introduces the practice that leading data teams are using to finally solve the data quality crisis — data contracts. This O'Reilly guide shows you how to design, implement, and scale production-grade data pipelines that teams can actually trust.

Data contracts create a formal agreement between data producers and consumers, ensuring that data quality, schema, and semantics are maintained as systems grow and evolve. With real-world examples and battle-tested patterns, this book gives data engineers, analysts, and platform teams the framework they need to stop firefighting bad data and start building reliable data products.

If your team is tired of broken pipelines and data surprises, this book is your solution.

? ???? ?? ??????: Data contract design · Production pipeline reliability · Schema management · Data quality at scale · Cross-team data governance

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