← Databricks Certified Data Engineer Associate
DATABRICKS · objective · 10% of the exam
Troubleshooting, Monitoring, and Optimization
Exam objectives are the official skill domains Databricks Certified Data Engineer 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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Databricks — Databricks FinOps Genie — Cost Observability Meets Optimization Insights | Databricks
patterns for using a FinOps agent and recommendation model to right‑size clusters, address anomalous workloads and enable teams on Databricks FinOps best practices
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Databricks — Databricks Performance Optimization | Databricks
analyze the Spark UI to assess performance and debug applications
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Databricks — Diagnosing Performance Bottlenecks in Databricks Lakehouse | Databricks
how to distinguish query-level inefficiencies from data layout issues, concurrency pressure, and system-level constraints
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Databricks — Enterprise Cost Management for Data Warehousing with Databricks Lakehouse | Databricks
enable cost attribution to internal projects, improve performance and cost with agentic workload optimizations, and take advantage of intelligent compute and storage capabilities that do