Topics

Every topic we track.

61 topics curated across the Databricks ecosystem. Each links to a landing page with recent releases, news, videos, and community Q&A on that topic. Updated hourly.

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AI

Mosaic AI3 aliases Genie2 aliases AI Functions3 aliases AI Agents4 aliases Agent Bricks2 aliases Foundation Models2 aliases RAG4 aliases Fine-tuning3 aliases LLM3 aliases

Data

Delta Lake3 aliases Lakebase Lakehouse Federation Apache Iceberg3 aliases Delta Sharing2 aliases Clean Rooms2 aliases

Data Engineering

LakeFlow Delta Live Tables3 aliases Auto Loader2 aliases Workflows Data Quality ETL3 aliases

Governance

Unity Catalog Lineage2 aliases Row Filters3 aliases Service Principal2 aliases Compliance5 aliases

Compute

Apache Spark2 aliases Photon Databricks SQL4 aliases Serverless3 aliases

Machine Learning

MLflow Model Serving Vector Search

Tools

Asset Bundles3 aliases Databricks CLI Databricks SDK2 aliases Terraform Provider2 aliases VS Code Extension3 aliases

Integrations

dbt-databricks3 aliases Tableau Power BI3 aliases Snowflake OpenAI4 aliases Anthropic2 aliases Lovable MCP4 aliases

Platform

Databricks Apps2 aliases Cost Optimization3 aliases

BI

AI/BI Dashboards3 aliases Metric Views2 aliases

Streaming

Structured Streaming Spark RT Mode2 aliases Kafka3 aliases Zerobus

Infrastructure

Kubernetes2 aliases

Career

Certifications2 aliases Data Engineer2 aliases ML Associate2 aliases

Industry

Healthcare3 aliases Financial Services3 aliases Retail2 aliases