Clarification on Courses for Databricks Data Engineer Associate Certification

shilpimishra
Databricks Partner

I'm currently preparing for **Databricks Certified Data Engineer Associate certification** and
have been reviewing the available courses on the Databricks Academy platform. However, I'm a bit unsure about the course mapping.

The certification outline lists the following topics:

* 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 wasn’t able to find courses that directly match these topics. Instead, I see the following courses under **Data Engineering Plan**:

* Data Ingestion with LakeFlow Connect
* Deploy Workloads with LakeFlow Jobs
* Build Data Pipelines with LakeFlow Declarative Pipelines
* Data Management and Governance with Unity Catalog

Could you please confirm if these courses align with the updated certification requirements? I’d like to be sure before starting my preparation.

Appreciate any guidance. Thank you!