certification
Microsoft Azure AI Fundamentals
Source-cited RoleMath page about Microsoft Azure AI Fundamentals.
Check if you’re ready ↓Researched by RoleMath Research. Every figure on this page traces to the official source shown next to it.
A recognized step forward — weigh the background the vendor recommends below.
Microsoft Certified: Azure AI Fundamentals maps to Microsoft's published exam domains, and Microsoft lists a recommended background — check it below before you commit, then use the domains as your study order. RoleMath Difficulty methodology
Who this certification is designed for
The vendor’s stated audience, plus an honest fit for your starting point. No pass rates, no guarantees.
Per Microsoft: For this exam, you should have conceptual knowledge of AI solutions in Azure and the foundational technical skills to work with them. You also need knowledge of Python coding syntax and programming techniques, and you should be familiar with Azure resources. Microsoft Certified: Azure AI Fundamentals — official vendor page
Funding to check: exam and prep costs may be reachable through vouchers, WIOA, Workforce Pell, GI Bill, or employer education assistance — eligibility depends on your location, provider, and status. Compare funding options →
Difficulty profile
A cited estimate of what the exam requires, split into two honest lenses — not one number, not a pass rate. RoleMath Difficulty methodology
These are exam-structure lenses, not a pass rate or anything about you.
Cost & upkeep
Exam fee plus what it takes to keep it — the recurring cost most pages hide.
- Exam voucher (US)
- $198 Microsoft Certified: Azure AI Fundamentals — official vendor page
- 3-year self-study cost
- $198
No ROI math here — we never compare cost to a salary. training;renewal still needs verification. See the full cost breakdown →
Skills measured
The official objective domains and their exam weight — titles & weights only, straight from the vendor’s exam objectives. Microsoft Certified: Azure AI Fundamentals — official vendor page
This certification is earned through more than one exam, so the domains span all required exams — their percentages add up across exams, not to 100%.
Prerequisites
What's required vs merely recommended — stated plainly.
- Hard requirement
- None — open registration Microsoft Certified: Azure AI Fundamentals — official vendor page
“Recommended” is the vendor’s guidance, not a gate — you can register today.
Version & change log
Which version is current — so you prepare for the exam that’s live today, not a retired one.
- Current version
- Microsoft Learn page updated 2026-05-28T16:14:00Z
What this proves — and how Microsoft says to prepare
Microsoft’s own framing of who earns it and what it signals, plus their free official study material. Quoted and cited — never dressed up as a job guarantee.
- What it signals you can do
- ['Describe Artificial Intelligence workloads and considerations', 'Describe fundamental principles of machine learning on Azure', 'Describe features of computer vision workloads on Azure', 'Describe features of Natural Language Processing (NLP) workloads on Azure', 'Describe features of generative AI workloads on Azure', 'Identify AI concepts and responsibilities', 'Implement AI solutions by using Microsoft Foundry']
Pay context for the roles this maps to
Occupation-level government data for a related role — not a salary this certification pays you.
$67,240 to $199,130 · AI Specialist (SOC 15-2051) BLS OEWS — AI Specialist (15-2051), national
This is what the occupation pays across the whole economy — set by the job, your experience, and location, not by holding this certification. Your actual pay will differ. See the full role page →
Credential credit map
What this counts toward
RoleMath shows cited equivalency, baseline, stacking, and renewal signals as planning context. These are not hiring guarantees or universal transfer credits.
College-credit recommendation
An ACE / college-credit recommendation — acceptance is decided by each institution.
ACE credit recommendations are planning context; each institution decides whether and how to award credit.
- ACE: 2 semester hour(s) recommendedsource visible
Microsoft Azure AI Fundamentals; ACE ID MLS-0063; org ID AI-900; active 06/01/2025-05/31/2028.
Official source
Equivalency, credit, and baseline mappings come from official/authoritative sources and are shown as planning context only. ACE recommendations are accepted at each institution's discretion; DoD baseline status must be confirmed against the current official DoD Cyber Exchange table; 'comparable scope' means similar role positioning, NOT an equivalence or substitution. No certification guarantees a job, salary, or outcome.
Every figure on this page, sourced
The claims above trace to these records — the source, and when it was last checked. If a figure has no row here, we did not publish it.
| ID | Supports | Source | Checked |
|---|---|---|---|
| SCHEMA-CIT-1 | Schema citation | Microsoft Certified: Azure AI Fundamentals | Logged in source packet |
| SCHEMA-CIT-2 | Schema citation | Official Microsoft Learn objective-domain source | Logged in source packet |
| SCHEMA-CIT-3 | Schema citation | Exam AI-901 study guide | Logged in source packet |
| SCHEMA-CIT-4 | Schema citation | Official Microsoft Learn field source | Logged in source packet |
| SCHEMA-CIT-5 | Schema citation | Exam AI-900 study guide | Logged in source packet |
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