Databricks Workspace

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Unified analytics platform built on Apache Spark for data engineering, analytics, and machine learning. Databricks Workspace provides collaborative notebooks, SQL warehouses, and orchestration. AI-powered features with Databricks Intelligence Engine. Built-in Delta Lake for ACID transactions and data governance. Unity Catalog for cross-workspace data discovery. MLflow for model tracking and deployment. Handles all workloads in one platform. Supports R, Python, SQL, Scala. Auto-scaling and optimized Spark clusters. Best for teams wanting single platform for the full data lifecycle.

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