Data, AI and cloud exams

Data, AI and cloud certification exams

341 exams from 26 vendors so far (+2 in the last 30 days), Free to $1600, from each vendor's own pages, checked weekly. Company certifications such as SOC 2 are on Compliance.

Coming up and recent changes

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Happening now

LengthUnverifiedLog Management Fundamentals120 minThe official page now shows this exam length (weekly check)Official page ↗Exam →
LengthUnverifiedDatadog Cloud SIEM for AWS Fundamentals120 minThe official page now shows this exam length (weekly check)Official page ↗Exam →
LengthUnverifiedDatadog Database Monitoring Fundamentals Certification Exam120 minThe official page now shows this exam length (weekly check)Official page ↗Exam →

Coming up

Exam versionScheduledMicrosoft Certified: Fabric Data Engineer Associateskills measured prior to 2026-10-19 skills measured as of 2026-10-19Scheduled English exam updateOfficial page ↗Exam →
Exam versionScheduledMicrosoft Certified: Fabric Analytics Engineer Associateskills measured prior to 2026-10-19 skills measured as of 2026-10-19Scheduled English exam updateOfficial page ↗Exam →
Exam versionScheduledMicrosoft Certified: Cybersecurity Architect ExpertSkills measured as of October 21, 2026The English language version of this certification will be updated on October 21, 2026Official page ↗Exam →

26 vendors, most exams first

FoundationalAssociateProfessionalSpecialtyExpert

No certification program found on their own site yet: OpenAI (checked Sep 25, 2026).

Exam price by vendorFoundationalAssociateProfessionalSpecialtyExpert

226 exams, US list price. Hover or tab to a dot for the exam. Not drawn: CCIE Automation practical exam ($1600), CCIE Data Center Lab Exam ($1600), CCIE Security lab exam ($1600), Cisco Certified Design Expert Specialist - AI Infrastructure ($1600), Cisco Certified Design Expert Specialist - On-Prem and Cloud Services ($1600), Salesforce Certified Technical Architect - Architect Evaluation ($1500).

Questions

How much does an AWS, Azure or Google Cloud certification cost?

At the vendors' US list prices: AWS charges 100 USD for foundational exams, 150 USD for associate and 300 USD for professional and specialty exams. Microsoft charges 99 USD for fundamentals and 165 USD for associate and expert exams. Google Cloud charges 99 USD for Cloud Digital Leader and Generative AI Leader, 125 USD for associate and 200 USD for professional exams. Every price on this site links to the vendor page it came from.

Which certification is best for data engineers?

It depends on the platform you work on. The vendor-neutral choices do not exist at the associate level, so most data engineers take their platform's own exam: AWS Certified Data Engineer - Associate, Microsoft Fabric Data Engineer Associate (DP-700), Google Cloud Professional Data Engineer, Databricks Certified Data Engineer Associate or SnowPro Core. The data track lists them side by side with price, length and renewal.

How long do cloud certifications stay valid?

Most last two or three years: AWS three years, Google Cloud two or three years depending on the exam, Databricks and Snowflake two years. Microsoft associate and expert certifications last one year and renew free with an online assessment; Microsoft fundamentals do not expire. Each exam page shows its own validity and how to renew.

Is this the same as SOC 2 or ISO 27001 certification?

No. This site covers exams that people pass to earn a credential, such as AWS Certified Solutions Architect or the CKA. SOC 2, ISO 27001 and FedRAMP are compliance certifications that companies hold; Compliance (compliance.fru.dev) tracks those.

Where do the facts come from, and how fresh are they?

Only from each vendor's own certification pages, exam guides and FAQs, with a link on every exam. Every Friday the site reads each exam's official page again; when a price, length or question count changes, the change is recorded with the old value, the new one and the date, and the exam shows when it was last checked.

Something is wrong or missing. How do I fix it?

Every exam and vendor page has Suggest a correction, and the listing pages have Suggest a missing exam. Each suggestion is checked against the vendor's page before anything changes.