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The hottest big data tools in 2025 include Amazon Aurora DSQL, Snowflake Intelligence, and the Databricks Lakebase.

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Learn how to deploy Google AI Studio apps using Cloud Run and GitHub, with API key security, so you can go live safely and fast.