Azure AI Fundamentals
Microsoft's entry-level AI certification covering machine learning, computer vision, NLP, and generative AI on Azure.
Full guide →CEH
Certified Ethical Hacker — offensive security certification covering penetration testing methodologies and hacking tools.
Full guide →Azure AI Fundamentals vs CEH
Which certification is right for your career?
Full comparison
| Category | Azure AI Fundamentals | CEH |
|---|---|---|
| Exam cost | ✓$165 USD | $1199 USD |
| Avg salary uplift | +$7,000/yr | ✓+$15,000/yr |
| Passing score | 700/1000 | 70/1000 |
| Exam duration | 65 min | 240 min |
| Renewal period | Every 2 years | Every 3 years |
| Issued by | Microsoft | EC-Council |
| Difficulty |
Azure AI Fundamentals
None required
CEH
2 years IT security experience or EC-Council official training
- You're new to AI/ML and want a foundational credential from Microsoft
- You want a potential +$7,000/yr salary uplift
- Your organisation runs on Microsoft and you need the recognised entry-level credential
- You have 2–4 years in security and want to specialise your role
- You want a potential +$15,000/yr salary uplift
- You're drawn to offensive security, ethical hacking, or red-team work
Azure AI Fundamentals and CEH lead to entirely different careers — AI and machine learning vs cybersecurity. The right choice depends on which field aligns with your current job or target role. If you want both eventually, start with Azure AI Fundamentals — it's the quicker win at the beginner level.
Best Azure AI Fundamentals courses
Best CEH courses
Is Azure AI Fundamentals harder than CEH?
CEH is harder — rated intermediate vs beginner.
Which pays more — Azure AI Fundamentals or CEH?
Azure AI Fundamentals has an average salary uplift of +$7,000/yr, while CEH has +$15,000/yr. CEH has the higher salary impact.
Which should I get first — Azure AI Fundamentals or CEH?
Azure AI Fundamentals is the better starting point — it's rated beginner and costs less. Use it as a stepping stone toward CEH.
Can I get both Azure AI Fundamentals and CEH?
Yes — many professionals hold both. Azure AI Fundamentals and CEH complement each other, covering AI and machine learning and cybersecurity respectively. Holding both signals broader expertise and typically commands a higher salary than either cert alone.
Which is worth it in 2026 — Azure AI Fundamentals or CEH?
Both are worth it in 2026. Azure AI Fundamentals offers a +$7,000/yr average salary uplift; CEH offers +$15,000/yr. CEH has the higher salary ceiling — making it the stronger ROI if you can only choose one.