← Databricks Certified Data Analyst Associate
DATABRICKS · objective · 11% of the exam
Data Modeling with Databricks SQL
Exam objectives are the official skill domains Databricks Certified Data Analyst Associate tests. Below are the official DATABRICKS docs our questions on this objective cite — review them, then practise.
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Official references for this objective
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how to use AUTO CDC to handle data updates across batch and streaming pipelines, supporting continuously arriving sales transactions alongside rapidly changing product, store and
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Databricks — Modern Data Modeling at Scale: Advanced Patterns | Databricks
how to leverage primary and foreign keys, identity columns for surrogate keys, column-level data quality constraints and much more
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Databricks — Advanced SQL Patterns for Production Analytics | Databricks
MATCH_RECOGNIZE is landing on Databricks SQL — and it changes how analysts express row patterns.
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Databricks — Best Practices for Running dbt on Databricks: From SQL Models to Production Pipelines | Databricks
proven patterns for building a medallion-style architecture, orchestrating dbt jobs directly in Databricks, and applying governance and observability using Unity Catalog
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Databricks — Spatial Simplified With Databricks SQL Where-House: Patterns, Performance and Applications | Databricks
how Databricks Spatial SQL scales spatial workloads, and what this means for real-world use cases