Free Databricks Certification Practice Tests

Realistic, timed practice exams for Databricks certifications, with a full explanation for every answer. One full-length test per exam is free; extra tests are $5 each or $20 for all four, with lifetime access.

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Practice tests and questions by topic

• Databricks Data Engineer Associate practice test

  • Data Processing & Transformations
  • Development and Ingestion
  • Productionizing Data Pipelines
  • Databricks Intelligence Platform
  • Data Governance & Quality

• Databricks Data Engineer Professional practice test

  • Developing Code for Data Processing using Python and SQL
  • Cost & Performance Optimisation
  • Monitoring and Alerting
  • Data Governance
  • Data Ingestion & Acquisition
  • Data Modelling
  • Data Sharing and Federation
  • Data Transformation, Cleansing, and Quality
  • Debugging and Deploying
  • Ensuring Data Security and Compliance

• Databricks Data Analyst Associate practice test

  • Executing queries using Databricks SQL and Databricks SQL Warehouses
  • Working with Dashboards and Visualizations in Databricks
  • Analyzing Queries
  • Developing, Sharing, and Maintaining AI/BI Genie spaces
  • Managing Data
  • Securing Data
  • Understanding of Databricks Data Intelligence Platform
  • Data Modeling with Databricks SQL
  • Importing Data

• Databricks Machine Learning Associate practice test

  • Databricks Machine Learning
  • Model Development
  • Data Processing
  • Model Deployment

• Databricks Generative AI Engineer Associate practice test

  • Assembling and Deploying Applications
  • Application Development
  • Evaluation and Monitoring
  • Data Preparation
  • Design Applications
  • Governance

Guides

• What changed in the 2026 DE Associate exam