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Databricks

Databricks is a unified data analytics platform built on open-source technologies like Apache Spark. It empowers data teams with a collaborative workspace for data engineering, data science, and machine learning, accelerating innovation from data to AI.

Databricks products (7)

  • Databricks Lakehouse Platform

    Databricks Lakehouse Platform unifies data warehousing and AI, offering a single platform for all data needs. With a focus on data engineering, data science, and machine learning, Databricks provides tools for building a

    Data Lake / Lakehouse · DataOps & Orchestration · Data Warehouse (DWH)

  • Databricks Runtime

    Optimized runtime environment for Apache Spark, providing enhanced performance and features for data engineering and ML.

    Data Integration / ETL

  • Databricks SQL

    SQL analytics solution on the Lakehouse Platform, offering high performance for BI and SQL workloads.

    Business Intelligence (BI) · Data Warehouse (DWH)

  • Delta Lake

    Open-source storage layer that brings ACID transactions to data lakes, improving reliability and performance.

    Data Lake / Lakehouse · Data Quality & Observability

  • MLflow

    Databricks provides a unified data analytics platform powered by Apache Spark, enabling data scientists and engineers to build and deploy AI applications. Databricks offers a collaborative environment for data exploratio

    DevOps & Platform Engineering · MLOps / ML Platform · Model Serving & Inference

  • MosaicML Training Platform

    MosaicML helps organizations train large language models (LLMs) efficiently and cost-effectively. Their training platform focuses on optimizing hardware utilization and reducing training costs. Integrating with Databrick

    LLM / GenAI Platform · MLOps / ML Platform

  • Unity Catalog

    Unified governance solution for data and AI assets across clouds and workspaces, providing fine-grained access control.

    Data Catalog & Governance

Databricks categories

  • MLOps / ML Platform
  • Data Lake / Lakehouse
  • Data Warehouse (DWH)
  • Data Integration / ETL
  • DataOps & Orchestration
  • Business Intelligence (BI)
  • Data Quality & Observability
  • DevOps & Platform Engineering
  • Model Serving & Inference
  • LLM / GenAI Platform
  • Data Catalog & Governance

Databricks integrates with

  • Microsoft
  • Google
  • Okta
  • Amazon
  • Twilio
  • Splunk
  • Adobe
  • Slack
  • Tableau
  • Salesforce
  • Atlassian
  • ServiceNow