Certifications
Pick the certification you are taking
The free practice questions are written against one certification's published guide, so choose the track first. No account needed.
Databricks
DatabricksDatabricks Certified Data Engineer Associate
Current cert prep for data engineers.
Study notes, drills, and mocks are live for the Databricks DEA track.
Start the free practice questionsSnowflake
SnowflakeSnowPro Core Certification (COF-C03)
Current cert prep for anyone working day to day in Snowflake.
Study notes, drills, and mocks are live for the SnowPro Core track.
Start the free practice questionsdbt Labs
dbt Labsdbt™ Analytics Engineering Certification
Current cert prep for analytics engineers building dbt models.
Study notes, drills, and mocks are live for the dbt Analytics Engineering track.
Start the free practice questionsGoogle Cloud
Google CloudGoogle Cloud Professional Data Engineer
Current cert prep for data engineers building on Google Cloud.
Study notes, drills, and mocks are live for the GCP PDE track.
Start the free practice questionsMicrosoft
MicrosoftMicrosoft Certified: Fabric Data Engineer Associate
Current cert prep for data engineers building on Microsoft Fabric.
Study notes, drills, and mocks are live for the DP-700 track.
Start the free practice questionsGoogle Cloud
Google Cloud Associate Data Practitioner
Current cert prep for practitioners working with data on Google Cloud.
Study notes, drills, and mocks are live for the GCP ADP track.
Start the free practice questionsSnowflake
SnowPro Advanced: Data Engineer Certification (DEA-C02)
Current cert prep for data engineers going deeper on Snowflake pipelines.
Study notes, drills, and mocks are live for the SnowPro Advanced Data Engineer track.
Start the free practice questionsMicrosoft
Microsoft Certified: Azure Databricks Data Engineer Associate
Current cert prep for data engineers building on Azure Databricks.
Study notes, drills, and mocks are live for the DP-750 track.
Start the free practice questionsDatabricks
Databricks Certified Generative AI Engineer Associate
Current cert prep for engineers building generative AI applications on Databricks.
Study notes, drills, and mocks are live for the Databricks GenAI Engineer track.
Start the free practice questionsThese are independent practice questions, written against this certification's published exam guide. They are not the certification vendor's own questions, and not the real exam.
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