You should review & practice common pyspark syntax around ingestion and transformation. Additionally, you should review practice exams and questions. You can find some on Udemy, or use this online resource someone has created that has a number of practice questions: https://leetquiz.com/certificate/databricks-certified-data-engineer-associate/practice