Hi @Carlos-Mayo ,

The Associate exam expects competency with introductory data engineering tasks, including configuring and scheduling workflows, not deep, enterprise CI/CD or advanced orchestration patterns.

Have you seen the latest Associate Exam Guide? In my opinion, it is the best resource for understanding what you need to know about each topic. It also provides some sample questions.