The verified map of AI certifications.

The best evidence we can verify says demonstrable skill beats paper. Microsoft and LinkedIn's Work Trend Index, a 31,000-person survey, found 66% of leaders would not hire someone without AI skills, and 71% would pick a less experienced candidate with AI skills over a more experienced one without. Both numbers measure skills, not certificates. Fortune reported in June 2025 that companies redesigning their hiring around AI test candidates in live hands-on exercises rather than scanning for credentials. And the most-quoted pro-certificate number, 92% of employers more likely to hire micro-credential holders, comes from Coursera's own research, a company that sells certificates, so treat it accordingly.

So here is the honest playbook. A cheap proctored cert, $99 to $100, is a legitimate entry signal and a forcing function that makes you actually learn the material, worth it for career switchers. The free provider academies below are the fastest way to real fluency and cost nothing but hours. Premium cohort courses are worth their four figures only when you'll use the network and do the projects, the certificate on top is a souvenir. And nothing on this page substitutes for a portfolio of real AI work, which is what our product and marketing field kits exist to build.