Databricks Certified Associate Developer for Apache Spark

Dear Student,

Databricks has just retired the old Certified Associate Developer for Apache Spark 3.0 (Python) exam and launched a brand-new certification in April 2025. If you're aiming to stay ahead, this is your moment. This course is one of the first made specially for the new exam! This isn’t just a random set of questions — it’s a carefully designed learning experience to boost your confidence and get you certified.

[Edit: Aug/2025]: Based on student feedback and my own review, I’ve revamped this course by adding more exam-focused questions, retiring less relevant or ambiguous ones, and fixing broken links to make the course more effective and aligned with the latest exam requirements.

Why This Course?

• 225+ handpicked, exam-focused questions.

• 5 full-length practice tests covering PySpark batch and streaming.

• Detailed explanations with reference links for better understanding.

• Covers both theory and hands-on questions.

  
  

Course Content:

• Apache Spark Architecture and Components - 20%

• Using Spark SQL - 20%

• Developing Apache Spark™ DataFrame/DataSet API Applications - 30%

• Troubleshooting and Tuning Apache Spark DataFrame API Applications - 10%

• Structured Streaming - 10%

• Using Spark Connect to deploy applications - 5%

• Using Pandas API on Apache Spark - 5%

  
  

Who Should Join?

If you have experience in Python, SQL, and Spark (batch or streaming), this course will help you ace the exam with ease while elevating your PySpark expertise.

Ready to Ace the Databricks Spark Exam and Elevate Your Career?

Don't wait—click "Enroll Now" and take the next step in your data engineering journey!

Note: This course references some articles published on Medium; however, all links are freely accessible, and no Medium subscription is required.