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04-11-2025 06:06 AM
Hi everyone,
I'm preparing for the Databricks Data Engineer Associate certification. On the Databricks website, they list the following self-paced courses available in Databricks Academy for exam preparation:
- Data Ingestion with Delta Lake
- Deploy Workloads with Databricks Workflows
- Build Data Pipelines with Delta Live Tables
- Data Management and Governance with Unity Catalog
I've completed all these courses, which primarily use basic Python and Spark SQL. However, while reviewing the official practice exam [Link to practice exam], I noticed many questions about PySpark.
Could someone clarify if PySpark is indeed part of the exam content? Additionally, is the "DevOps Essentials for Data Engineering" course relevant for the exam?
Thank you!
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04-11-2025 07:22 AM
Greetings,
Yes, you have identified the correct sequence of courses to take before attempting the exam. I would also recommend gaining at least six months of practical experience using Databricks for data engineering tasks prior to sitting for the certification.
Additionally, please note that the exam includes questions on both PySpark and Spark SQL.
I recently renewed my certification and can confidently say that if you master the content of the four courses you mentioned and have several months of hands-on experience with Databricks in data engineering and ETL-related work, you should be well-prepared to pass the exam.
Please note that the DevOps Essentials course is not relevant to this certification. It is more applicable to the Data Engineering Professional exam.
Cheers, Louis.
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04-22-2026 07:08 AM
Thanks for sharing this useful discussion on the Databricks Data Engineer Associate exam. I’m also preparing for this certification and found many helpful resources and insights here. If anyone else is currently studying or has already cleared it, feel free to share your tips or guidance—would really appreciate it!
