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Databricks

Databricks

Unified analytics and AI platform

Databricks provides a unified platform for data engineering, analytics, and AI. Built on Apache Spark with Delta Lake, MLflow, and Unity Catalog.

Panel Reviews

The Builder

The Builder

Developer Perspective

Ship

The complete data platform — Spark, Delta Lake, MLflow, and SQL Analytics. For enterprise data teams, it's the standard.

The Skeptic

The Skeptic

Reality Check

Skip

Expensive and complex. Smaller teams should use Snowflake for analytics or simpler tools. Databricks is enterprise-scale.

The Futurist

The Futurist

Big Picture

Ship

The lakehouse architecture is winning. Databricks + Delta Lake + Unity Catalog is the data platform blueprint.