Industry-recognized Kafka certification. - **AWS Certified Data Analytics** - Includes Kinesis and real-time streaming. - **Google Cloud Professional Data Engineer** - Covers Pub/Sub and Dataflow. - **Kubernetes Administrator (CKA)** - Container orchestration certification.