AI Bias Courses and Certifications

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

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

AWS Events

Strategies to Mitigate Social Bias in Generative AI Workloads

Discover practical strategies for mitigating social bias in generative AI implementations using Amazon Bedrock Guardrails, SageMaker Clarify, and Data Wrangler for fair and transparent AI development.

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

EDGE AI FOUNDATION

Responsible Design of Edge AI: A Pattern Approach for Detecting and Mitigating Bias

Explore pattern-based approaches for detecting and mitigating bias in Edge AI systems, with practical applications in voice activation and speaker verification technologies.

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

Simons Institute

First-Person Fairness in Chatbots - Understanding Bias and Fairness in AI Interactions

Explore the innovative research on fairness in AI chatbots, focusing on user interaction bias reduction through reinforcement learning and methodology for measuring first-person fairness.

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

Data Science Festival

Unmasking Bias in AI - Challenges, Consequences, and Better Practices

Explore practical AI bias challenges through real-world examples like ChatGPT and Whisper, learning actionable strategies to detect, prevent, and mitigate bias for fairer systems.

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

NPTEL-NOC IITM

Responsible AI: Capabilities, Bias, Interpretability, and Alignment - Part 1

Explore responsible AI concepts including capabilities, bias, interpretability, explainability, RLHF, alignment, and potential risks.

• YouTube
• 33 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