The certifications guide

AI certifications employers actually recognize

Not the random free badges. These are the vendor certifications that carry real weight for AI and cloud jobs, sorted from beginner to advanced.

The honest truth first: no certificate gets you hired on its own. These get you noticed and prove you know a platform, but the project you build is what lands the job. The certification opens the door. The skill walks through it.
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Good if you're new to AI or cloud

Azure AI Fundamentals

Microsoft · Exam AI-901

Beginner level. Study for free, then pay a one-time exam fee (about $99) to get certified.

A recognized vendor certification valued anywhere that runs on Microsoft. One note: the old AI-900 exam is being replaced, so take the newer AI-901.

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AWS AI Practitioner

Amazon Web Services

Beginner level. Study for free, then pay a one-time exam fee (about $100) to get certified.

AWS runs most production AI, so this signals real cloud-AI fluency that employers look for. The cleanest entry point on AWS.

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IBM AI Developer

IBM · on Coursera

Beginner level. A guided online course you pay for monthly (about $59/month, with financial aid available). You get the certificate when you finish.

A full structured program with no experience needed, and you finish with real projects, not just a quiz badge.

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Level up
Once you can actually build

AWS Machine Learning Engineer – Associate

Amazon Web Services

Intermediate level. Pay a one-time exam fee to get certified (best after some hands-on experience).

For people who actually train, deploy, and ship machine learning on AWS. A real step up from the foundational certification.

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Advanced
For experienced builders and engineers

Google Professional ML Engineer

Google Cloud

Advanced level. Pay a one-time exam fee (about $200) to get certified.

A respected, serious credential for Google Cloud ML roles. Signals genuine technical depth, not just familiarity.

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AWS Generative AI Developer – Professional

Amazon Web Services

Advanced level. Pay a one-time exam fee (about $300) to get certified.

The one for building production gen-AI apps, integrating foundation models into real business workflows. AWS's newest pro-level AI certification.

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Exam codes, prices, and eligibility change often, and the figures above are approximate. Always confirm current details on each provider's official page before enrolling. Last reviewed June 2026.

Pick the one tied to the platform you'll actually use.

Don't collect certifications. Choose the one that matches the job you want, then build a project with it. That's the combination that actually gets you hired.