A curated collection of demos, official documentation, and training resources mapped to each exam objective for the Databricks Certified Machine Learning Professional certification (September 2025
Year: 2025
Complete study guide for Databricks Certified Data Analyst Associate
(2025). Get 1000+ resources, demos, exam tips, and study strategies to
pass the certification.
A detailed comparison between the 2023 and 2025 Databricks Certified Data
Analyst Associate exam syllabi. Learn about major new topics (Genie
Spaces, AI/BI Dashboards, Federation), significantly evolved areas (Unity
Catalog, SQL Warehouses), and removed topics. Includes a migration study
guide for those who studied the 2023 version.
Review of Azure Data Scientist Associate certification, exam updates, prep tips, Azure ML Workspace, AI Foundry, and MLflow capabilities. Ideal for data professionals.
This is the companion post for my talk on Discovery Graphs. You will find the links to resources I mention in the talk. I have
essentials and some practical ideas to help you begin your journey into learning Databricks