| Data engineering and analyticsPipelines, warehouses, lakehouses, SQL and analytics engineering. | 78 | 15 | $75 to $500 |
| AI and machine learningMachine learning engineering, generative AI and AI infrastructure. | 63 | 15 | Free to $1600 |
| Cloud fundamentals and operationsCloud concepts, administration and day-to-day operations. | 53 | 15 | $75 to $1600 |
| Cloud architectureDesigning systems on a cloud platform. | 28 | 12 | $150 to $1500 |
| DevOps and infrastructure as codeAutomation, delivery and infrastructure as code. | 50 | 14 | $70.50 to $1600 |
| Kubernetes and cloud nativeRunning and building on Kubernetes. | 19 | 3 | $200 to $445 |
| Streaming and KafkaApache Kafka and event streaming. | 7 | 3 | $150 to $200 |
| Cloud securitySecuring workloads on a platform. | 45 | 16 | $70.50 to $1600 |
Certificationsby Glyph