Fairness Courses and Certifications

Responsible and Ethical AI

Explore ethical AI challenges, bias mitigation, transparency frameworks, and regulatory compliance to build trustworthy, responsible artificial intelligence systems.

• Coursera
• 18 hours 43 minutes
• On-Demand
• Paid Course

Coursera

Design & Present Responsible AI Solutions

Master Responsible AI design principles to create transparent, fair, and trustworthy solutions while effectively communicating ethical considerations to diverse stakeholders.

• Coursera
• 3 hours 49 minutes
• On-Demand
• Paid Course

AI Essentials

Discover foundational AI concepts, real-world applications across industries, and ethical considerations while exploring practical tools for creativity and productivity enhancement.

• Coursera
• 1 day 8 hours 13 minutes
• On-Demand
• Paid Course

Responsible AI Principles

Discover ethical AI frameworks, bias detection, and governance strategies to build responsible AI systems that align with organizational values and regulatory requirements.

• Coursera
• 1 day 7 hours 2 minutes
• On-Demand
• Paid Course

Coursera

Design Ethical AI Rewards and Policies

Discover how to design AI reward systems that balance performance with ethical standards and regulatory compliance in just 2.5 hours of hands-on learning.

• Coursera
• 2 hours 36 minutes
• On-Demand
• Paid Course

Discover how to develop ethical AI systems that prioritize transparency, fairness, and accountability in decision-making processes.

• Coursera
• On-Demand
• Paid Course

AI Ethics for Government Employees (Live Online)

Build the knowledge and skills to ensure AI is used responsibly in government with this interactive ethics course.

• CourseHorse
• 4 hours
• On-Demand
• $675.00

Values and Ethics: Case Studies in Action

955 ratings at LinkedIn Learning

Deepen your understanding of values and ethics by evaluating scenarios where competing demands throw corporate values into conflict.

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

TensorFlow

Machine Learning Fairness - Lessons Learned

Explore ML fairness lessons from Google, including evaluation techniques and tools like TensorFlow Model Analysis. Learn to proactively address fairness in product development.

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

Fairness Epidemic - Color Discrimination in India

Explore the pervasive issue of color discrimination in India, its societal impact, and historical roots, while examining the harmful effects of skin bleaching practices.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

Yannic Kilcher

Is the Problem in the Data? Examples on Fairness, Diversity, and Bias

Exploring AI bias through interactive examples on fairness, diversity, and hidden biases. Examines whether bias issues stem from data or other factors in machine learning models.

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

Alexander Amini;  MIT

AI Bias and Fairness

Comprehensive exploration of AI bias and fairness, covering types, sources, and mitigation strategies. Examines interpretation-driven and data-driven biases, feature bias, and advanced debiasing techniques for ethical AI development.

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

Machine Learning Explainability Workshop

Dive into modern machine learning explainability techniques with Harvard's Prof. Hima Lakkaraju, covering interpretable models, post-hoc methods, and evaluation frameworks.

• YouTube
• 4 hours 12 minutes
• On-Demand
• Free Video

TED

Moral Behavior in Animals

Explore surprising evidence of empathy, cooperation, and fairness in primates and mammals, challenging our understanding of moral traits as uniquely human.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

Alan Turing Institute

The Search for Emotions, Creativity, and Fairness in Language

1 review

Exploring emotions in language: representation, annotation, and applications in NLP, psychology, and social sciences. Discusses computational creativity and addressing biases for fairer AI systems.

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