Discrimination Courses and Certifications

Association for Computing Machinery (ACM)

Bias Preservation in Machine Learning - The Legality of Fairness Metrics Under EU Non-Discrimination Law

Explore the legal implications of fairness metrics in machine learning under EU non-discrimination law, focusing on bias preservation and its impact on algorithmic decision-making.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Discrimination in Online Personalization - A Multidisciplinary Inquiry

Explores multidisciplinary approaches to identifying and addressing discrimination in online personalization systems, examining legal, technical, and ethical perspectives on algorithmic fairness.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Price Discrimination with Fairness Constraints

Explore ethical price discrimination strategies that balance profit maximization with fairness considerations, addressing societal concerns in algorithmic pricing.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Institute for Pure & Applied Mathematics (IPAM)

What is "Race" in Algorithmic Discrimination on the Basis of Race?

Explore the complex relationship between race and algorithmic discrimination, examining causal effects and proposing a constructivist theory to address discrimination in machine learning.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Simons Institute

Individual Discrimination of Bottlenose Dolphin Signature Whistles Using Deep Learning

Explore deep learning techniques for identifying individual bottlenose dolphins through their unique signature whistles, advancing our understanding of cetacean communication and behavior.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Inclusivity of Education for Double Discrimination

Exploring educational inequalities faced by women with disabilities and advocating for inclusive systems to eradicate double discrimination in society.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Confronting Racial Discrimination and Fulfilling Dreams

Inspiring journey of a Pakistani-born entrepreneur overcoming adversity, building a successful music label, and empowering South Asian women through her platform Rising Brown Women.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Why Discrimination Is an Inside Job - Self-Perception and Second Chances

Explore how internalized discrimination affects self-perception and learn strategies to overcome it, empowering yourself to embrace second chances and personal growth.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Helping Those Released from Prison - Overcoming Addiction and Discrimination

Inspiring journey of overcoming addiction and discrimination post-prison, leading to a life dedicated to helping others fight addiction and psychological issues.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

A Simple, Statistically Robust Test of Discrimination

Discover a statistically robust methodology for testing discrimination patterns through innovative mathematical approaches and real-world applications in data analysis.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Squid: Schools for Quantum Information Development

Composite Classical and Quantum Channel Discrimination

Explore binary composite channel discrimination in quantum information theory, focusing on asymmetric settings, parallel vs adaptive strategies, and their applications in classical channels.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Right to Equality in Indian Constitutional Law: Discrimination and Reservation Policy - Part 2

Explore India's constitutional right to equality, focusing on Article 15's anti-discrimination provisions, reservation policies, and the concept of equity versus equality in public administration.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Stanford Otolaryngology — Head & Neck Surgery

The History and Legacy of Racial Discrimination in US Hospitals

Explore the historical impact and enduring effects of racial discrimination within American healthcare systems, examining key events and their influence on modern medical practices.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

The Aspen Institute

Bias in Big Data and Artificial Intelligence - Protecting Against Algorithmic Discrimination

Explore the impact of algorithmic bias in AI and big data on marginalized communities, discussing ethical standards, regulation, and strategies for protecting against discrimination.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

The Aspen Institute

Silicon Valley's Gender Glitch - Discrimination and Inequality in Tech

Exploring gender inequality in Silicon Valley, its societal impacts, and efforts to promote diversity in tech. Features insights from industry leaders on challenges and solutions.

• YouTube
• 48 minutes
• Self-Paced
• Free Video