Bias Courses and Certifications

Molecular Imaging & Therapy

Noise-Bias and Contrast-Noise Analysis in Medical Imaging

Explore key metrics and concepts in medical imaging analysis, including noise, bias, contrast, and their relationships. Gain insights into image quality assessment and reconstruction methods.

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

NDC Conferences

The Elephant in your Dataset: Addressing Bias in Machine Learning

Explore bias in machine learning, its societal impact, and strategies to mitigate it. Learn to create fair and ethical AI systems through hands-on examples and cutting-edge research.

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

Invisible Disability - Challenging Bias to Enable Change

Challenging societal biases on invisible disabilities, Dr. Mukherjee explores how empathy and understanding can unlock human potential, fostering growth and empowerment for marginalized individuals.

• YouTube
• 15 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

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 Conference

Bias, Explainability, and Accountability - The Data Scientist's Burden

Explore the ethical responsibilities of data scientists in building trustworthy AI systems, covering bias detection, model explainability, and accountability frameworks for responsible decision-making.

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

NPTEL-NOC IITM

Bias in Vision-Language Models

Explore bias issues in Vision-Language Models, examining how these AI systems can perpetuate unfair representations and learning mitigation strategies for more equitable outcomes.

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

Conf42

AI in Healthcare - Bias, Privacy, and Trust in Kube-Native Systems

Explore ethical AI implementation in healthcare using Kubernetes-native systems, addressing bias, privacy concerns, and building trustworthy AI solutions for medical applications.

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

Alan Turing Institute

Dealing with Privacy, Bias and Drift in Synthetic Primary Care Data

Explore synthetic healthcare data generation, addressing privacy concerns, bias detection, and concept drift in evolving medical datasets for improved research and policy-making.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Opinion Dynamics in Social Networks under Bias - A Study Based on the DeGroot Model

Explore opinion dynamics in social networks, analyzing bias effects using the DeGroot model. Gain insights into complex systems and network influence on collective beliefs.

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

Artificial Intelligence Data Fairness and Bias

123 ratings at Coursera

Explore fairness in AI, addressing bias in data and models. Learn to build ethical predictive systems for critical decisions, ensuring equitable outcomes across diverse scenarios.

• Coursera
• 4 hours 46 minutes
• Self-Paced
• Paid Course

Diversity, Inclusion & Unconscious Bias in the Workplace

1704 ratings at Udemy

4,000+ Students Enrolled, Strategies for Diversity, Inclusion and Mitigating Unconscious Bias for Professionals

• Udemy
• 1 hour 15 minutes
• Self-Paced
• Paid Course

Catalyst

Unconscious Bias: From Awareness to Action

37 ratings at edX

Learn in-demand leadership skills necessary to manage unconscious bias in your workplace.

• edX
• 3 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course

AI Workflow: Feature Engineering and Bias Detection

81 ratings at Coursera

Learn feature engineering, bias detection, and unsupervised learning techniques for AI workflows. Gain skills in handling class imbalances, dimension reduction, and data visualization for effective pattern recognition and data mining.

• Coursera
• 12 hours 16 minutes
• Self-Paced
• Paid Course

Coursera

Unpacking Unconscious Bias in the Workplace

31 ratings at Coursera

Explore personal biases, their origins, and impacts. Learn strategies to mitigate individual biases and disrupt workplace bias through self-reflection and practical tools.

• Coursera
• 3 hours 33 minutes
• Self-Paced
• Paid Course