Data Engineering Professional The Data Engineering Professional (DEP) recently overhauled its content to prioritize real-time processing and cloud-native architectures. The update dropped legacy batch-focused material in favor of streaming frameworks like Kafka and Apache Flink, reflecting how modern pipelines handle continuous data flows. Expect heavy emphasis on containerization, distributed systems resilience, and cost optimization across AWS, Azure, and GCP environments.
| Exam Name | Data Engineering Professional |
| Format | PDF & Practice Test Engine |
| Target Year | 2026 Updated |
| Features | 100% Verified Q&As |

