Ethics in AI Courses and Certifications

Practical Methodology and Ethics in AI

Master practical AI methodologies while exploring ethical considerations, from model training to deployment, with emphasis on bias detection, probabilistic approaches, and creating responsible AI solutions.

• Coursera
• 6 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Yannic Kilcher

More Is Different for AI - Scaling Up, Emergence, and Paperclip Maximizers

Explore AI scaling, emergence, and safety with Jacob Steinhardt. Discuss qualitative changes in AI systems, implications for alignment, and thought experiments like the Paperclip Maximizer. Gain insights on future AI challenges and potential solutions.

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

Kavli Institute for Theoretical Physics

Using AI to Facilitate Environmental Justice - The Need for Ethical & Responsible AI

Explores the application of AI in environmental justice, emphasizing ethical considerations and responsible practices for weather and climate research. Discusses potential impacts and challenges in this emerging field.

• YouTube
• 44 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

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

Alan Turing Institute

Turing Lecture - Provably Beneficial AI

Exploring the future of AI capabilities, potential risks, and the need for a fundamental reorientation in AI development to ensure systems are beneficial for humanity.

• YouTube
• 1 hour 5 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

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

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

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

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

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

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

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