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Google Data Cloud adds new AI and analytics tools

Google just launched several new features for its Data Cloud. BigQuery now supports stateful processing in streaming queries, letting you do things like rolling averages in real time (currently in preview). There’s also a ready-to-use synthetic data generator for Managed Kafka, now generally available. And Lakehouse managed tables for Apache Iceberg are in preview, promising easier data management and cross-tool compatibility. Updates to Dataflow pipelines are also rolling out.

Why it mattersIf you work with streaming data or build data tools, these upgrades offer more flexibility and reduce the manual work needed for analytics and testing.
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