← Databricks Certified Associate Developer for Apache Spark
DATABRICKS · objective · 15% of the exam
Using Spark SQL
Exam objectives are the official skill domains Databricks Certified Associate Developer for Apache Spark 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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Databricks — Buliding ETL Pipelines with SQL | Databricks
the declarative building blocks — Streaming Tables, Materialized Views, and AUTO CDC — that replace complex procedural ingestion and transformation logic
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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 — Migrating from SQL Server and Synapse to Azure Databricks | Databricks
begin with Lakehouse Federation for read‑through access to SQL Server and Synapse, add CDC‑based replication
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Databricks — Building ETL Pipelines with SQL | Databricks
Genie, an innovative Databricks feature that simplifies data exploration through natural language queries
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Databricks — Databricks SQL Integration With Excel and Google Sheets | Databricks
how teams get started with minimal setup. Ideal for analytics teams looking to meet users where they work without duplicating data or workflows
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Databricks — How Nubank Migrated to Databricks SQL Reducing Costs by 40% and Doubling Queries | Databricks
Leverage of UC for centralized data governance in highly regulated FSI industry