Know what you’re buying
AI credentials, sorted by what they actually are
“AI certificate,” “AI certification,” and “AI degree” are not the same thing — and conflating them is how marketing oversells. This is an honest map of the three, with what each one verifiably is and the cited page behind it. It is not a paid ranking. Learnerside separates verified facts, provider claims, and open questions; payment cannot change an editorial conclusion.
Type 1 — vendor certification
A proctored exam against published objectives
A vendor certification means you sat a proctored exam that tests a published set of objectives. It signals you passed that exam — not a salary, a job, or a guarantee. Each page below shows the exam’s real cost, the experience its vendor asks for, and the cited objectives.
- AWS Certified AI Practitioner
Foundational AWS exam covering AI/ML and generative-AI concepts on AWS.
- Microsoft Azure AI Fundamentals (AI-901)
The current exam combines AI concepts with lightweight implementation in Microsoft Foundry. AI-900 retired in June 2026; AI-901 is the current exam target.
Type 2 — course or certificate of completion
You finished coursework — not a proctored exam
A “certificate” from a course means you completed the material. That can be genuinely useful and far cheaper than a degree, but it is not the same as a proctored vendor certification, and it is not a degree. We label each program by what it actually grants, so you are never sold a course as if it were a certification.
- Google AI Essentials
A self-paced course with a certificate of completion — coursework, not a proctored exam.
- Compare lower-cost AI learning before a degree
A decision guide for testing the work with smaller learning commitments before paying for graduate study.
Type 3 — degree
The biggest commitment — price it honestly first
A graduate degree is the most expensive and longest of the three. For some research-focused roles it genuinely fits; for many applied AI roles it is not required. Before you spend, see the cited cost math and the cheaper paths into the same roles.
Match a credential to a role — with the sources
Which credential is worth it depends on the work you want to do. Learnerside maps roles to cited occupation-level pay and credential paths, and no provider can pay to change what it says. Start from your decision. And before you pay for any AI credential, see what employers actually ask for: in our sample of public AI/ML job postings they named skills, not certifications — the cited breakdown is on the AI-title page.