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Introduction to Programming with Python
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Learn how to implement Apache Pulsar schemas for effective data governance in real-time streaming systems through this 26-minute conference talk. Discover why schema management is critical for preventing data inconsistencies, downstream application failures, and governance risks in AI, analytics, and large-scale event-driven applications. Explore Pulsar's integrated schema handling capabilities, including supported formats and how they differ from external schema registries like Kafka's. Master best practices for schema versioning and backward compatibility to enable safe schema evolution without breaking consumers. Understand how to leverage schemas as part of a comprehensive data governance strategy to enforce compliance and maintain data quality. Follow along with hands-on demonstrations showing schema registration, validation, and evolution in Pulsar while learning to avoid common developer pitfalls. Gain practical knowledge for keeping Pulsar data structured, reliable, and manageable, whether you're new to Pulsar schemas or looking to improve your existing schema strategy.
Syllabus
Real-Time Data, Real Problems: Using Pulsar Schemas for Data Governance
Taught by
StreamNative