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Databricks

Unified lakehouse for analytics, AI and ML

Databricks combines data engineering, data science, machine learning and analytics on a unified lakehouse platform. It enables organisations to run diverse workloads on the same infrastructure with AI-powered analytics capabilities.

Pricing fromPay-as-you-go with no upfront costs; per-second granularity billing
Best forTeams requiring unified data engineering and analytics, organisations running AI and ML workloads alongside BI
Websitedatabricks.com

Strengths and trade-offs

  • Unified platform eliminates data silos between engineering, analytics and ML teams
  • Flexible pay-as-you-go pricing and strong performance for complex analytical workloads
  • Steeper technical learning curve than user-focused analytics platforms
  • Requires significant infrastructure expertise and setup investment

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