Best AI certifications
The top 10 AI certificate programs and exam-prep courses, ranked every week from learner data.
Get the daily brief on what AI is changing, why it matters, and what to do next.
An AI certification proves your skills to an employer. There are two kinds on this list: professional certificates you earn by finishing a program, like Google AI or IBM Generative AI Engineering on Coursera, and courses that prepare you for a vendor exam, like AWS Certified AI Practitioner or Azure AI Fundamentals.
Vendor exams are taken separately and cost extra; the course only prepares you. We note which is which on every entry.
Who it's for: Professionals who want a credential employers recognize.
The top 10
Scored out of 100 from learner ratings, popularity, weekly momentum, freshness and a syllabus review. Courses from Coursera, Udemy.
- 1
Google AI Essentials
Google's beginner program on using AI tools to speed up daily work, with a certificate.
Why it ranks #1
- Learner rating · 30%
- 91
- Popularity · 20%
- 85
- Momentum this week · 20%
- 50
- Freshness · 15%
- 50
- Curriculum · 15%
- 80
Curriculum verdict
Practical and very highly rated; built around Google's tools.
Best for
Office workers who want a recognized certificate
74
Free trial
View course - 2
IBM Generative AI Engineering Professional Certificate
IBM's beginner-to-job-ready certificate in generative AI engineering.
Why it ranks #2
- Learner rating · 30%
- 77
- Popularity · 20%
- 100
- Momentum this week · 20%
- 50
- Freshness · 15%
- 50
- Curriculum · 15%
- 80
Curriculum verdict
Over 100,000 ratings and broad coverage of LLM apps.
Best for
Beginners who want a full gen AI engineering path
73
Free trial
View course - 3
Be a Generative AI Leader – Google Cloud Certification
Prepares you for Google Cloud's Generative AI Leader exam.
Why it ranks #3
- Learner rating · 30%
- 72
- Popularity · 20%
- 73
- Momentum this week · 20%
- 50
- Freshness · 15%
- 100
- Curriculum · 15%
- 70
Curriculum verdict
Strong rating and current; the exam is taken separately with Google Cloud.
Best for
Leaders and consultants in Google Cloud shops
72
$19.99
View course - 4
Google AI Professional Certificate
Google's professional certificate for AI fluency, with 20+ hands-on solutions.
Why it ranks #4
- Learner rating · 30%
- 86
- Popularity · 20%
- 77
- Momentum this week · 20%
- 50
- Freshness · 15%
- 50
- Curriculum · 15%
- 80
Curriculum verdict
Google's newer, broader certificate; strong ratings early on.
Best for
Professionals who want Google's AI credential
71
Free trial
View course - 5
AWS Certified Machine Learning Engineer Associate: Hands On!
AWS Machine Learning Engineer Associate prep with SageMaker and Bedrock.
Why it ranks #5
- Learner rating · 30%
- 68
- Popularity · 20%
- 70
- Momentum this week · 20%
- 50
- Freshness · 15%
- 100
- Curriculum · 15%
- 70
Curriculum verdict
Deep, hands-on prep for a harder exam; the exam is separate.
Best for
ML engineers working on AWS
70
$59.99
View course - 6
AI-901 Azure AI Fundamentals Exam Preparation
Azure AI Fundamentals (AI-901) exam prep from Scott Duffy.
Why it ranks #6
- Learner rating · 30%
- 64
- Popularity · 20%
- 81
- Momentum this week · 20%
- 50
- Freshness · 15%
- 100
- Curriculum · 15%
- 60
Curriculum verdict
Well-rated exam prep; the Microsoft exam is separate.
Best for
Beginners targeting Azure AI Fundamentals
69
$84.99
View course - 7
Mastering AWS Certified AI Practitioner AIF-C01 - Hands On!
AWS AI Practitioner (AIF-C01) prep with a practice test, Bedrock and SageMaker.
Why it ranks #7
- Learner rating · 30%
- 79
- Popularity · 20%
- 51
- Momentum this week · 20%
- 50
- Freshness · 15%
- 100
- Curriculum · 15%
- 70
Curriculum verdict
The highest-rated exam prep here, with a smaller audience. The exam is separate.
Best for
People targeting AWS's entry AI certification
69
$19.99
View course - 8
AI-901: Microsoft Azure AI Fundamentals in a Weekend [AI-900]
Prepares you for Microsoft's AI-901 (formerly AI-900) Azure AI Fundamentals exam in a weekend.
Why it ranks #8
- Learner rating · 30%
- 65
- Popularity · 20%
- 79
- Momentum this week · 20%
- 50
- Freshness · 15%
- 100
- Curriculum · 15%
- 60
Curriculum verdict
Exam prep only: the certification requires passing Microsoft's separate exam.
Best for
Beginners targeting an Azure AI credential
69
$64.99
View course - 9
IBM AI Engineering Professional Certificate
IBM's certificate in machine learning, deep learning and generative AI engineering.
Why it ranks #9
- Learner rating · 30%
- 76
- Popularity · 20%
- 84
- Momentum this week · 20%
- 50
- Freshness · 15%
- 50
- Curriculum · 15%
- 70
Curriculum verdict
Comprehensive and recognized; more ML-heavy than LLM-focused.
Best for
Career switchers into AI engineering
68
Free trial
View course - 10
GH-300: GitHub Copilot Certification Exam Prep 2026 Hands-On
GitHub Copilot GH-300 certification prep, including agent mode and MCP.
Why it ranks #10
- Learner rating · 30%
- 57
- Popularity · 20%
- 61
- Momentum this week · 20%
- 50
- Freshness · 15%
- 100
- Curriculum · 15%
- 60
Curriculum verdict
Current and thorough; niche credential.
Best for
Developers whose employers use Copilot
63
$19.99
View course
How to choose
Certificate or exam
A professional certificate is earned inside the course. A vendor certification like AWS or Azure requires passing a proctored exam after the course. Exam certifications usually carry more weight with employers who use that cloud.
Pick by job
For general AI literacy, Google's certificates. For building AI apps, IBM Generative AI Engineering or Microsoft AI and ML Engineering. For cloud roles, the AWS or Azure exam that matches your employer's stack.
Keep learning
Certificates prove a baseline. Pair one with projects from the AI engineering or agentic AI lists to stand out.
Questions
What is the best AI certification?
It depends on your role, but this week's highest-scoring program is #1 above. Google AI and IBM Generative AI Engineering lead the professional certificates; AWS Certified AI Practitioner is the most-searched vendor exam.
Are AI certifications worth it?
They help most when you're changing roles or applying to companies that list a certification in the job ad. For people already working in AI, projects usually matter more.
How much does an AI certification cost?
Coursera certificates are included in a monthly subscription, usually after a free trial. Udemy exam-prep courses are a one-time purchase, and the vendor exam is a separate fee set by AWS, Microsoft or Google.
Which AI certification is easiest for beginners?
Google AI Essentials and Azure AI Fundamentals (AI-900/AI-901) need no technical background.
Related lists
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Best machine learning courses
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