Best AI Certifications 2027: AWS, Azure, Google and Claude

Still studying for AI-102 or the AWS Machine Learning Specialty? Both exams retired in 2026, and the newer exams that took over put agents, RAG and generative AI front and center. This best AI certifications 2027 guide compares the current options from AWS, Microsoft, Google Cloud and Claude, with checked fees and prerequisites, so you can pick one and start studying.

What changed in AI certifications in 2026?

Five well-known AI and developer exams retired in 2026, and every vendor added new exams built around generative AI and agents. Check any study guide that still uses an old code.

• AWS Machine Learning - Specialty (MLS-C01): last test date March 31, 2026.
• DP-100 (Azure Data Scientist): retired June 1, 2026.
• AI-900 and AI-102: both retired June 30, 2026.
• AZ-204 (Azure Developer): retired July 31, 2026.
• MLA-C01 in English: last day September 28, 2026, as AWS moved to MLA-C02.

On the new side, AWS added the Generative AI Developer - Professional and, in September 2026, a beta AI Business Strategist exam. Microsoft rolled out AI-901, AI-103, AI-200 and AI-300. In July 2026, the Claude lineup grew to four role-based certifications for partner staff.

Best AI certifications 2027: side-by-side comparison

The best AI certifications for 2027 range from $99 entry exams to $300 professional exams, and the right one depends on your role and your employer's platform.

Fees are US list prices before tax. Microsoft prices vary by country, and some Claude partner tiers get 50% off.

AWS AI certification options

AWS now offers four AI certifications, from the entry-level AI Practitioner to the Generative AI Developer - Professional. None has a formal prerequisite, but the recommended experience climbs fast.

• AI Practitioner (AIF-C01): For people who use AI on AWS but do not build it, with up to 6 months of AI exposure suggested. Pass mark: 700 out of 1,000.
• AI Business Strategist (beta): For product managers, sellers and consultants. No coding is needed, and about 6 months working alongside AI projects is recommended. Earn it by February 15, 2027 for an early adopter badge.
• Machine Learning Engineer - Associate: English candidates now take the MLA-C02 beta, which adds generative AI, RAG and agentic AI. AWS recommends at least 1 year with SageMaker AI, Bedrock and related services. The standard MLA-C02 is due in early 2027.
• Generative AI Developer - Professional (AIP-C01): The top AWS AI exam, with a pass mark of 750. AWS recommends 2+ years building production apps plus 1 year of hands-on generative AI work.

Azure AI certification options after the 2026 changes

The current Azure AI certification path is AI-901 for fundamentals, AI-103 for AI apps and agents, AI-200 for AI cloud developers and AI-300 for machine learning operations. Microsoft retired the older training courses and pointed each one to these new tracks.

• AI-901, Azure AI Fundamentals: More hands-on than the name suggests. Expect Python syntax, Azure resources, and REST APIs or SDKs.
• AI-103, Azure AI Apps and Agents Developer Associate: For Azure AI engineers who build agents with Microsoft Foundry. Generative AI and agentic solutions carry the most weight (30-35%). In November 2026, its exam page still showed a beta label and English only.
• AI-200, Azure AI Cloud Developer Associate: For back-end developers. It covers containers, Azure data services, vector databases, Python and monitoring.
• AI-300: For MLOps and GenAIOps engineers. It leads to the Machine Learning Operations Engineer Associate.

AI-200 is the natural next step if you had planned to take AZ-204. Our AI-200 Azure AI Cloud Developer training is built around that exam.

Google Cloud AI certification options

Google Cloud has two AI certifications worth your time: Generative AI Leader for non-technical roles and Professional Machine Learning Engineer for builders. Neither has a formal prerequisite, and both run online or at a test center.

• Generative AI Leader: $99, 90 minutes, 50-60 multiple choice questions. Open to any job role, with or without tech experience, and valid for 3 years.
• Professional Machine Learning Engineer: $200, 2 hours, 50-60 multiple choice questions, valid for 2 years. Google recommends 3+ years of industry experience, including at least 1 year on Google Cloud. The exam now reflects the move from Vertex AI to Gemini Enterprise Agent Platform, so older study material may be stale.

Claude certification: four exams for partner staff only

There are four Claude certifications, and only employees of Claude Partner Network organizations can book them. You must register with a company email on your employer's partner record, be 18 or older, and show a government ID. Individuals, customers and non-partners cannot register.

• Claude Certified Associate ($99): For consultants, sellers and delivery leads.
• Claude Certified Developer - Foundations ($125): For engineers who build with the Claude API, Claude Code and MCP.
• Claude Certified Architect - Foundations ($125): For solution architects who design and build agent systems.
• Claude Certified Architect - Professional ($175): For integration architecture, governance and evaluation at large-enterprise scale.

All four share one format: 120 minutes, multiple choice and scenario-based multiple response questions, and a pass mark of 720 on a 100 to 1,000 scale. Pearson delivers them online or at a test center, closed book, in English or Japanese. Each is valid for 12 months, and there is no formal prerequisite, so you can sit Professional without Foundations.

If you qualify, our Claude Certified Developer training and Claude Certified Architect training cover the developer and architect tracks. Not at a partner? Free Claude Academy courses give a certificate of completion, which is not a certification.

Which AI certification should you take?

Choose the exam that matches your current platform and your next job, then move up one level at a time.

• New to AI, any role: AWS AI Practitioner or Google Cloud Generative AI Leader.
• Manager, seller or consultant: Generative AI Leader, or the AWS AI Business Strategist beta.
• Azure developer: AI-103 if you build agents, AI-200 if you build back-end services.
• Experienced AWS developer: Generative AI Developer - Professional.
• ML engineer: AWS ML Engineer - Associate or Google Cloud Professional ML Engineer.
• Working at a Claude partner: Developer or Architect Foundations first, then Architect Professional.

Python is expected for AI-103, AI-200 and AI-300, and text analysis is scored on AI-103. If you plan to work on chat or text features, our NLP with Python certificate course is a good fit.

Want a live trainer and a study plan? See our machine learning certification training using Python to build your base first.

Frequently asked questions

What is the best AI certification for beginners?

AWS Certified AI Practitioner and Google Cloud Generative AI Leader are the best AI certification picks for beginners, since neither has a prerequisite. The AWS exam costs $100 and the Google exam costs $99, and both run 90 minutes. Azure users who code a little can also try AI-901.

What are the best AI certifications 2027 offers for developers?

For developers, the best AI certifications 2027 offers are AI-103 or AI-200 on Azure, the AWS Generative AI Developer - Professional, and the Claude Certified Developer - Foundations if you work at a Claude partner. Pick the one that matches the platform your team ships on.

Did Microsoft replace AI-102?

Yes, in practice: AI-102 retired on June 30, 2026, and Microsoft replaced its AI-102 training course with AI-103, which leads to the Azure AI Apps and Agents Developer Associate. AI-103 has a bigger focus on agents, so prepare for it fresh.

Can I take a Claude certification if I don't work at a Claude partner?

No. Claude certification exams are open only to people who work at Claude Partner Network organizations, and you must register with a company email on your employer's partner record. Individuals and customers cannot book them. Organizations that deliver Claude to clients can apply to join the network, so ask your employer.

Is the AWS Machine Learning Specialty still available?

No. The last day to take the AWS Certified Machine Learning - Specialty exam was March 31, 2026. If you already hold it, it stays valid until its original expiry date. AWS points new candidates to the AI Practitioner, Machine Learning Engineer - Associate and Data Engineer - Associate instead.

Which generative AI certification is best for managers?

Google Cloud Generative AI Leader is the best generative AI certification for most managers, because it needs no hands-on tech experience and costs $99. The AWS AI Business Strategist beta suits AWS teams and needs no coding.

Sources: Anthropic: Claude partner certifications (fees, roles) · Anthropic: Certification FAQ (format, pass mark, Pearson, validity) · Anthropic: Certification eligibility · Claude: Four role-based Claude certifications (Jul 23, 2026) · AWS Certified AI Practitioner · AWS AIF-C01 exam guide · AWS Certified AI Business Strategist · AWS blog: Introducing AWS Certified AI Business Strategist (Sep 1, 2026) · AWS Certified Machine Learning Engineer - Associate · AWS blog: Updates to ML Engineer - Associate (MLA-C02)