Databricks Certified Data Analyst Assoc-Tests (October 2025)

About this course

Prepare for the Databricks Certified Data Analyst Associate Exam — October 2025Get ready for the certification exam with this comprehensive practice test course. It includes 300+ realistic, exam-style questions with correct answers and detailed explanations, ensuring you not only practice but also understand the reasoning behind each solution.This course covers the complete October 2025 syllabus, with exam domain weightage, enabling targeted and effective preparation.Course Syllabus & Exam Domains:Understanding Databricks Data Intelligence Platform (~11%)Platform architecture and componentsDatabricks SQLIntegrationsWorkspace navigationLakehouse conceptsManaging Data (~8%)Creating, dropping, and altering tables/viewsManaged vs unmanaged tablesCatalogs and table metadataTable optimization techniquesImporting Data (~5%)Ingesting data using UI and APIsS3 ingestion and Delta SharingFile formatsBatch vs streaming dataExecuting Queries with Databricks SQL & SQL Warehouses (~20%)SELECT statements, filtering, and joinsAggregations and query optimizationUsing views and window functionsAnalyzing Queries (~15%)Query plans and logsQuery history and profilingCaching strategies and performance tuningCreating Dashboards & Visualizations (~16%)Building charts, dashboards, and widgetsUsing parameters