Discrimination Courses and Certifications

Galileo Galilei Institute (GGI)

Z' Boson Mass Reach and Model Discrimination at Muon Colliders

Explore Z' boson mass reach and model discrimination capabilities at muon colliders in this advanced particle physics analysis.

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

Association for Computing Machinery (ACM)

The Feedback Loop of Statistical Discrimination

Explore how statistical discrimination creates self-reinforcing cycles in algorithmic decision-making and resource allocation systems.

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

MUNI Seminar Series

Field Experiment Evidence on Age Discrimination and Age Stereotypes

Discover how field experiments reveal age discrimination in hiring through Prof. David Neumark's groundbreaking research on labor market bias and stereotypes.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Rights Against Discrimination in Indian Constitutional Law: OBC Reservations and Mandal Commission - Lecture 22

Explore India's OBC reservation system, Mandal Commission findings, and creamy layer criteria through an in-depth analysis of constitutional provisions and landmark cases.

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

NPTEL-NOC IITM

Rights Against Discrimination in Indian Constitutional Law - Part 1

Explore Article 15 of the Indian Constitution, focusing on discrimination prohibition, EWS reservation criteria, and its practical implications in public administration and law.

• YouTube
• 23 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

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

Fighting Race-Based Hair Discrimination Through Policy Alliances

Explore how shifting narratives around Black hair can empower children, combat discrimination, and create meaningful progress through policy alliances and anti-racist movements.

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

Simons Institute

The Feedback Loop of Statistical Discrimination

Explore how firms' hiring decisions create feedback loops that perpetuate discrimination, examining thresholds and interventions in dynamic employment models.

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

Association for Computing Machinery (ACM)

What is Proxy Discrimination?

Explore automated decision-making, proxy discrimination, and its various forms, including causal descendants, influence, and capacity-induced use in algorithmic systems.

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

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, examining bias preservation and its impact on algorithmic decision-making.

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

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