# RankingLab

> Independent rankings for the AI era: the best DBA programs in the world and the best professional AI certifications, with the best MBA programs, business schools and places to study AI coming next.

RankingLab is an independent, non-commercial research and technology lab. Its rankings are produced by its own multi-agent AI research engine together with independent research and the judgment of doctoral-level experts. Only recognized, reputable entities are ranked; no entity can pay for inclusion or position. Every score carries a 95% uncertainty band. Rankings are expert opinions formed under a published methodology.

## Rankings

- [Top 30 DBA Programs for the AI Era](https://rankinglab.org/rankings/dba-programs/): The leading Doctor of Business Administration programs worldwide, ranked for how well they prepare experienced professionals for applied research and leadership in the AI era. Data: https://rankinglab.org/rankings/dba-programs/data.csv
- [Top 10 Professional AI Certifications](https://rankinglab.org/rankings/ai-certifications/): The leading professional certifications in AI, from cloud providers, AI labs and independent bodies, ranked for the value they give professionals and the teams that hire them. Data: https://rankinglab.org/rankings/ai-certifications/data.csv

### Top 30 DBA Programs for the AI Era (edition 2027.1, published 2026-10-29)

1. Doctor of Business Administration, University of Maryland, Robert H. Smith School of Business (United States)
2. Executive Doctor of Business Administration (DBA), Università Bocconi – SDA Bocconi School of Management (Italy)
3. Doctorate of Business Administration (DBA), Grenoble Ecole de Management (GEM) (France)
4. DBA in Data Science and Artificial Intelligence, Rennes School of Business (France)
5. Executive DBA, Temple University – Fox School of Business (United States)
6. Doctor of Business Administration (DBA), University of Warwick – Warwick Business School (United Kingdom)
7. Doctor of Business Administration (DBA), University of Florida – Warrington College of Business (United States)
8. DBA in Artificial Intelligence and Machine Learning Leadership, Walsh College (United States)
9. Doctor of Business Administration, IE Business School (Spain)
10. DBA in Technology and AI Strategies, New England College (United States)

Source: https://rankinglab.org/rankings/dba-programs/

### Top 10 Professional AI Certifications (edition 2027.0, published 2026-10-29)

1. AWS Certified Generative AI Developer – Professional, Amazon Web Services
2. Google Cloud Professional Machine Learning Engineer, Google Cloud
3. Microsoft Certified: Azure AI Apps and Agents Developer Associate, Microsoft
4. AWS Certified Machine Learning Engineer – Associate, Amazon Web Services
5. Databricks Certified Generative AI Engineer Associate, Databricks
6. NVIDIA-Certified Associate: Generative AI LLMs, NVIDIA
7. Claude Certified Architect – Foundations, Anthropic
8. AWS Certified AI Practitioner, Amazon Web Services
9. IBM Generative AI Engineering Professional Certificate, IBM
10. Artificial Intelligence Governance Professional, IAPP

Source: https://rankinglab.org/rankings/ai-certifications/

## Coming next

- Top 50 MBA Programs for the AI Era
- Top 100 Institutions for Business Education in the AI Era
- Top 100 Institutions for Engineering Education in the AI Era
- Top 50 PhD Programs in Computer Science & AI
- Top 50 PhD Programs in Business & Management for the AI Era
- Top Executive MBA Programs
- Top Undergraduate Business Programs (BBA)
- Top PhD Programs in Data Science
- Top Universities for Artificial Intelligence
- Top Online MBA Programs
- Top Bachelor's Programs in Computer Science and AI
- Top PhD Programs in Information Systems
- Top Universities for Software Engineering
- Top Master's Programs in Artificial Intelligence
- Top Bachelor's Programs in Software Engineering
- Top PhD Programs in Engineering
- Top Universities for Data Science
- Top Master's in Data Science and Business Analytics
- Top Bachelor's Programs in Data Science
- Top Doctor of Engineering (EngD) Programs
- Top Universities for Information Systems
- Top Master's in Management (MiM)
- Top Bachelor's Programs in Industrial Engineering and Management
- Top Universities for Industrial Engineering and Management
- Top Master's in Finance
- Top Bachelor's Programs in Economics
- Top AI companies
- Best AI agencies and consultancies
- Best forward-deployed engineering (FDE) firms
- Best corporate AI training providers
- Best executive education in AI
- AI research labs and centers
- AI accelerators and venture programs
- Online AI courses and learning platforms
- AI conferences and summits

## Categories

- [Academic rankings](https://rankinglab.org/rankings/): Degrees, programs and institutions: where professional quality starts. Our core, focused today on business and management, software and AI development, engineering and related fields.
- [Practice rankings](https://rankinglab.org/rankings/practice/): Where learning meets the field: AI companies, agencies, products, providers and professional training outside academia, judged on what they deliver and on the people behind them.
- [Additional rankings](https://rankinglab.org/rankings/additional/): The links between learning and practice: research labs, platforms, programs and communities that connect education, skills and application in the AI era.

## How it works

- [Methodology](https://rankinglab.org/methodology/): scope, what is examined, the research engine, human judgment, scoring and sources.
- [Academic rubric](https://rankinglab.org/methodology/rubric/) and [professional framework](https://rankinglab.org/methodology/professional/): every indicator and level.
- [Verification](https://rankinglab.org/verification/): how institutions and organizations are verified before they are ranked.
- [FAQ](https://rankinglab.org/faq/): answers to common questions.

## Use

Text and ranking data are licensed under CC BY 4.0. Cite the ranking, its edition and its URL.