Updated 12h ago

Certifications by track

8 tracks, grouped by what the exam covers rather than who runs it.

Track	Exams	Vendors	Price range
Data engineering and analyticsPipelines, warehouses, lakehouses, SQL and analytics engineering.	19	7	$99 to $375
AI and machine learningMachine learning engineering, generative AI and AI infrastructure.	23	6	$50 to $500
Cloud fundamentals and operationsCloud concepts, administration and day-to-day operations.	5	3	$99 to $165
Cloud architectureDesigning systems on a cloud platform.	6	5	$150 to $375
DevOps and infrastructure as codeAutomation, delivery and infrastructure as code.	3	2	$70.50 to $295
Kubernetes and cloud nativeRunning and building on Kubernetes.	3	1	$250 to $445
Streaming and KafkaApache Kafka and event streaming.	3	1	$150
Cloud securitySecuring workloads on a platform.	3	2	$250 to $445

Sources: each vendor's own certification pages, rechecked weekly. Prices are US list prices before tax; the vendor's page is the final word. Logos via logo.dev; trademarks belong to their owners.

Certifications by track

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