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Coursera1h

Stream & Optimize Real-Time Data Flows

Master the design, implementation, and optimization of production-ready streaming data pipelines using Apache Kafka and Flink. This intermediate-level course teaches you to evaluate log configurations against governance requirements (PCI-DSS, GDPR, SOC2) and cost constraints, design stream processing topologies that join and aggregate data in real time with exactly-once semantics, and optimize pipelines through partition tuning, compression, and cost modeling. You'll work through hands-on labs that mirror real-world scenarios at DoorDash, Netflix, and Robinhood: comparing retention policies ag

All levels

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Coursera4.7(4K)·160h

DeepLearning.AI Data Engineering Professional Certificate

End-to-end data engineering on AWS: ingestion, transformation, warehousing, and pipelines.

Intermediate

SubscriptionView on Coursera
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