AI Bias Courses and Certifications

SXSW

Fighting Unconscious Bias in AI with Diversity

Explore the impact of diversity on reducing bias in AI systems, discussing ethical principles, best practices, and strategies for creating fair and equitable technology.

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

NPTEL-NOC IITM

Bias in AI Systems - III

Explore bias in AI through stereoset, crowS pairs, and Auto Debias techniques for understanding and mitigating prejudice in language models.

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

AI Literacy for the Modern Workplace (Generative AI Upskill)

364 ratings at Udemy

Understand Generative AI, prompt and context engineering, and mitigate AI risks in ChatGPT, Microsoft Copilot and more.

• Udemy
• 1 hour 46 minutes
• Self-Paced
• Paid Course

Design & AI - Envisioning AI-Augmented Products

3 ratings

Explore AI's impact on product design, human-centered techniques for ideation, and future AI-powered innovations with Stanford's Michael Bernstein in this insightful webinar on the intersection of design and artificial intelligence.

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

Stanford Seminar - Gender Disparities in Software Engineering

3 ratings

Explore gender disparities in software engineering with Tracy Chou, discussing progress, challenges, and actionable steps for creating a more inclusive tech industry.

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

Alan Turing Institute

The Turing Lectures - Mitigating Algorithmic Bias in AI Systems

Explore a sociotechnical approach to mitigating algorithmic bias in AI systems, featuring Dr. Nicol Turner Lee's research on an "energy star ratings" system for fair and ethical AI development.

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

Stand up for Ethical AI! How to Detect and Mitigate AI Bias Using Kubeflow

Explore techniques for detecting and mitigating AI bias using Kubeflow Pipelines and KFServing, ensuring fairness and transparency in machine learning systems across various domains.

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

Association for Computing Machinery (ACM)

Hacking the Human Bias in AI

Explore human bias in AI systems, its impact on decision-making, and strategies to mitigate these biases for more equitable and ethical artificial intelligence.

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

Data Science Conference

Governing AI Models with IBM Watsonx - Monitoring Fairness, Bias, and Drift

Master effective AI model governance strategies, focusing on LLM management, risk assessment, and ethical deployment using IBM Watsonx.ai and Watsonx.governance platforms for enhanced monitoring and bias control.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images - Multimedia 1

Explore text-image retrieval models' bias towards AI-generated images and its implications for multimedia search and content creation.

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

Toronto Machine Learning Series (TMLS)

Algorithmic Bias in Human Resources: Responsible AI and Business Strategy

Explore algorithmic bias in HR, responsible AI, and business strategy. Unpack root causes, identify symptoms, and develop strategies for responsible HR algorithms and AI projects.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Testing HR Systems for Bias and Fairness in AI

Detect and prevent bias in AI HR systems through real-world lessons and practical techniques for fairness testing and risk mitigation.

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

USC Information Sciences Institute

Human-AI Interaction: From Supporting Surgical Training to Inspecting Social Bias in LLMs

Explore AI applications in surgical education and social bias detection. Learn about multimodal deep-learning for surgical feedback analysis and a framework for inspecting stereotypes in generative AI.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

SQLBits

Be More Responsible Around AI - Less Bias, More Ethics

Explore ethical AI development, focusing on reducing bias and enhancing responsible practices in artificial intelligence systems.

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