Ethics in AI Courses and Certifications

Alan Turing Institute

Fairness in Commercial Face Recognition Algorithms - Session 3

Explore fairness issues in commercial facial recognition systems, examining biases and ethical implications for diverse populations.

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

Alan Turing Institute

Ghost Work: The Human Labour Behind AI Technology

Explore the hidden workforce behind AI technology, examining ethical concerns and labor practices in data labeling and crowdsourcing platforms for AI development.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Is ChatGPT and Other AI the Enemy of Diversity?

Explore AI's impact on BIPOC communities, addressing potential benefits and risks. Learn strategies to create fair, unbiased, and inclusive AI systems for a more equitable future.

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

OpenSource Connections

Bias Identification and Mitigation in AI Systems

Explore techniques for identifying and mitigating bias in AI systems with NLP expert Arnault Gombert.

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

MLOps World: Machine Learning in Production

Taking Aim at Bias in AI - Workshop Sessions

Explore strategies to identify and mitigate bias in AI systems, enhancing fairness and ethical decision-making in machine learning applications.

• YouTube
• 2 hours
• On-Demand
• Free Video

Neuro Symbolic

Prosocial LLMs - Advancing Ethical AI Development

Explore pro-social language models with Dartmouth's Soroush Vosoughi, examining their potential for positive societal impact and ethical AI development.

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

OpenUK

Building Inclusive AI Solutions for Marginalized Communities

Discover strategies for developing AI solutions that address the needs of underserved populations, promoting digital equity and inclusive technological advancement.

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

NPTEL-NOC IITM

Research Overview: SaGE - Quantifying Moral Consistency in LLMs

Explore SaGE, a framework for quantifying moral consistency in Large Language Models, understanding how ethical reasoning is evaluated in AI systems.

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

Open Data Science

Resisting AI: Understanding Social and Political Dimensions of Artificial Intelligence

Explore the critical social and political implications of AI systems with Dr. McQuillan, examining how deep learning impacts society and discovering alternative approaches rooted in feminist and decolonial perspectives.

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

All Things Open

Examining Gender Bias in Large Language Models - Is AI Sexist?

Explore gender bias in Large Language Models and discover practical steps to address AI bias, from understanding personal prejudices to becoming a more critical consumer of AI technology.

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

Google TechTalks

AI Snake Oil: Understanding the Limitations and Potential of Predictive and Generative AI

Delve into a critical analysis of AI's dual nature - examining the ethical concerns of predictive algorithms while exploring the transformative potential of generative AI for knowledge work and society.

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

EDGE AI FOUNDATION

The Power of Diversity in Machine Learning - Building Equitable and Effective AI Systems

Explore how diversity in data, perspectives, and experiences shapes machine learning development, addressing bias and fostering inclusive AI systems that drive innovation and market success.

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

Open Data Science

Developing Equitable AI Diagnostics - A Technical Approach to Bias Mitigation

Explore practical techniques for mitigating bias in healthcare AI systems, focusing on medical imaging and using real case studies to demonstrate fairness-aware algorithms and evaluation metrics.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

AI Institute at UofSC - #AIISC

Civilising AI - Making Artificial Intelligence Socially Responsible

Explore the critical intersection of ethics and artificial intelligence, examining key challenges and frameworks for developing responsible AI systems that benefit society.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

Reimagining NLP Practices Towards Justice - From "Democratization" to Personal Names

Explore critical issues in NLP practices, examining the misuse of "democratization" and ethical problems with associating personal names with sociodemographic attributes, while offering recommendations for advancing justice in the field.

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