Associate
Data Engineer Associate
Databricks Certified Data Engineer Associate
A strong platform choice when your team engineers data in Databricks, whether hosted on AWS, Azure or Google Cloud.
LakehouseSpark SQL
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Databricks
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Associate
Apache Spark Developer
Databricks Certified Associate Developer for Apache Spark
Useful when Spark programming is central to the role, including data engineering work beyond one specific cloud.
Spark DataFramesDistributed processing
Associate
Context Engineering Associate
Databricks Certified Context Engineering Associate
Connects data engineering with agent systems by focusing on assembling and governing useful context for AI.
Agent contextRetrieval
Associate
Data Analyst Associate
Databricks Certified Data Analyst Associate
A focused choice for analysts using Databricks SQL to turn lakehouse data into business insights.
Databricks SQLDashboards
Associate
Generative AI Engineer Associate
Databricks Certified Generative AI Engineer Associate
A platform-specific route for building generative AI solutions around Databricks data and AI services.
RAGLLM applications
Associate
Machine Learning Associate
Databricks Certified Machine Learning Associate
Useful for moving from notebooks into repeatable machine learning workflows on Databricks.
ML workflowsMLflow
Professional
Data Engineer Professional
Databricks Certified Data Engineer Professional
Fits engineers responsible for advanced, dependable data workloads on Databricks.
Advanced pipelinesStreaming
Professional
Machine Learning Professional
Databricks Certified Machine Learning Professional
For experienced ML practitioners maintaining production models and their lifecycle on Databricks.
Production MLMLflow
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