Certification
Certified Specialist in AI & Machine Learning Ethics
Show the world you have AI skills with a certification that demonstrates your expertise in ethical AI and machine learning. Enhance your professional credibility and stay ahead as responsible innovation becomes essential across industries.

The exam
Take the certification exam
Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.
What the exam covers
2 questions from each of the 15 chapters of the course
20 multiple-choice questions, drawn fresh for every attempt. Pass with 70% or more.
- 01Opening remarks2:08
- 02Intro to AI ethics8:44
- 03Basics of AI/ML7:45
- 04Neural networks7:19
- 05Datasets2:58
- 06Limitations and black boxes9:54
- 07Intro to ethics6:50
- 08Thought experiments6:28
- 09The singularity and AI risk10:10
- 10AI in healthcare6:29
- 11AI in education4:44
- 12AI in finance5:08
- 13AI in employment8:23
- 14AI and policy10:49
- 15Future of ethical AI4:03
The Certified Specialist in AI & Machine Learning Ethics certification provides a comprehensive understanding of the ethical considerations surrounding artificial intelligence and machine learning. By earning this certification, you will gain valuable skills such as improved decision-making, adaptability, and a competitive edge in navigating the evolving AI landscape. Enroll today to enhance your expertise and contribute responsibly to the future of technology.
This certification covers the following topics:
- The Importance of AI Ethics
- Bias in AI Systems
- AI Alignment
- The Black Box Problem
- Ethical and Decision Frameworks
- The Singularity and Existential Risks
- Moral Status and Personhood of AI
- AI in Specific Sectors and Ethical Implications
- Regulating AI: Governance, Ethics Codes, and Global Approaches
- The Future of AI and Ethical Development