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## Prepare for the Databricks Data Analyst Associate Certification
Build the skills to pass the Databricks Certified Data Analyst Associate exam and excel in the Lakehouse environment. This hands-on learning path is tailored to the official certification guide, helping you develop job-ready skills in SQL, data management, and dashboarding using Databricks SQL.
## Hands-On Learning for the Lakehouse
Throughout this track, you’ll explore real-world workflows and gain practical experience with:
* Querying and filtering data using SQL
* Joining, aggregating, and transforming datasets
* Managing data using Delta Lake and Data Explorer
* Creating visualizations and dashboards in Databricks SQL
* Sharing results and configuring scheduled reports
* Enhancing data for last-mile analytics
## Designed for Beginners, Ready for Professionals
No prior Databricks experience is required. Whether you're starting your journey into analytics or want to prove your expertise in modern BI tools, this track guides you from the basics of SQL to advanced dashboarding and performance tuning. With step-by-step lessons and interactive practice, you’ll build confidence and fluency in key Databricks workflows.
## Aligned to the Databricks Certification
Each course in this track maps directly to the domains covered in the Data Analyst Associate exam, including:
* Building dashboards and using parameters and alerts
* Writing SQL in the Lakehouse environment
* Managing and securing tables with Delta Lake
* Understanding medallion architecture and working with batch and streaming data
* Applying data storytelling techniques
#### By the end of the track, you’ll be confident in your ability to tackle the exam and apply your skills on the job.