Databricks
Databricks Certified Data Analyst Associate
SQL-first certification on the Databricks Data Intelligence Platform (Oct 30, 2025 blueprint): Unity Catalog, Databricks SQL, AI/BI dashboards, Genie, modeling, and security. Study notes follow the official outline. Each module has one complete video (≤ 60 minutes), not a timestamp into a multi-hour upload.
How this path is built
Notes follow the official Oct 30, 2025 exam outline — every listed objective is covered, including Assistant/explain, streaming tables vs materialized views, Photon, Liquid Clustering, AI/BI parameters, Genie trusted assets, data vault vs Medallion, and UC volumes.
Videos sit on modules, not on this page or on domain hubs. Each lesson uses one complete video of 60 minutes or less — mostly official Databricks talks and product demos. The notes still carry the exam outline; the video is supporting, not a timestamp into a three-hour upload. Spend most time on the four heaviest domains: SQL warehouses (20%), dashboards (16%), analyzing queries (15%), and Genie (12%).
What you unlock
Enroll to open 9 exam domains, lesson notes, videos, practice quizzes, missed-question review, and timed mocks for this path.