Fairness Courses and Certifications

USENIX

Fairness in Serving Large Language Models

Explore innovative scheduling algorithms for fair and efficient LLM inference services, addressing challenges of unpredictable request lengths and unique batching characteristics on parallel accelerators.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Simons Institute

First-Person Fairness in Chatbots - Understanding Bias and Fairness in AI Interactions

Explore the innovative research on fairness in AI chatbots, focusing on user interaction bias reduction through reinforcement learning and methodology for measuring first-person fairness.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Finnish Center for Artificial Intelligence FCAI

Fairness for Affective and Wellbeing Computing Systems and Agents

Explore fairness principles in affective computing systems and AI agents for wellbeing applications with Cambridge University expert Hatice Gunes.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Ethics of AI

44 reviews

Explore ethical aspects of AI, including non-maleficence, accountability, transparency, human rights, and fairness. Develop critical thinking skills to address AI's ethical challenges and implications.

• Independent
• On-Demand
• Free Certificate

Privacy, Bias, and Fairness in AI

Explore privacy concerns, bias detection, and fairness frameworks in AI systems while learning practical mitigation techniques for responsible algorithmic design.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Responsible AI for Developers: Fairness & Bias

Learn to identify and mitigate fairness and bias in AI/ML practices using Google Cloud products and open-source tools.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Justice, fairness and mediation

3 ratings at OpenLearn

This free course, Justice, fairness and mediation, considers the concepts of justice and fairness from various perspectives but mainly focuses on effective policing and community empowerment. 

• OpenLearn
• 4 hours
• On-Demand
• Free Certificate

Practicing Fairness as a Manager

331 ratings at LinkedIn Learning

Learn the importance of practicing fairness as a manager and techniques to help you demonstrate fairness when managing your direct reports.

• LinkedIn Learning
• 45 minutes
• On-Demand
• Free Trial Available

Alan Turing Institute

Introduction to Data Ethics - Brent Mittelstadt

Explore data ethics with Dr. Mittelstadt, covering algorithmic fairness, accountability, transparency, and privacy. Learn about ethical challenges in AI and data analytics, with real-world examples and regulatory insights.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Addressing Fairness and Recognition

Discover effective strategies for employee motivation through fairness and recognition principles, focusing on reward systems, transparent management, and fostering intrinsic drive in the workplace.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Responsible AI for Developers: Fairness & Bias

Explore responsible AI principles, focusing on fairness and bias mitigation in AI/ML practices using Google Cloud and open-source tools. Learn practical techniques for identifying and addressing bias.

• Google Skills
• 4 hours
• On-Demand
• Paid Course

Finding Fairness - Incorporating Societal Values in Computer Algorithms

1 review

Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Kathleen Creel- Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems

Explore the ethical implications of algorithmic decision-making, focusing on arbitrariness at scale, its moral and legal issues, and potential technical solutions to mitigate harm.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Responsible AI: Principles, Practices, and Applications

10722 ratings at Udemy

Master the principles of ethical AI development, from fairness and transparency to practical implementation strategies, ensuring responsible deployment of AI technologies that benefit society while minimizing risks.

• Udemy
• 2 hours 29 minutes
• On-Demand
• Paid Course

Discovering Ethical AI

12 ratings at Udacity

Discover fundamental concepts and terminology essential for understanding Ethical AI, one of today's most in-demand and high-impact skills in technology.

• Udacity
• 1 hour
• On-Demand
• Free Online Course