Certifications

The entry-level certification for data analysis on Databricks. Querying and modeling data with Databricks SQL, building AI/BI dashboards and Genie Agents (the guide says Genie spaces), and applying basic data governance and security.

The entry-level certification for data engineering on Databricks. Ingestion, transformation, Lakeflow Jobs, CI/CD with bundles, troubleshooting, and governance with Unity Catalog.

The advanced certification for production data engineering on Databricks. ETL pipeline design, streaming, governance, security, and cost and performance optimization, plus CI/CD with Declarative Automation Bundles.

The associate-level certification for designing and implementing LLM-enabled solutions on Databricks, covering prompt design, RAG pipelines, agent frameworks, AI Search (formerly Vector Search), Model Serving, and MLflow-based evaluation.

The associate-level certification for using Databricks to perform core machine learning tasks, from feature engineering and AutoML to MLflow tracking, model registration in Unity Catalog, and endpoint deployment.