Algorithmic Bias Courses and Certifications

Association for Computing Machinery (ACM)

Hands on Data and Algorithmic Bias in Recommender Systems

Explore data and algorithmic bias in recommender systems through real-world examples, practical use cases, and mitigation techniques. Gain hands-on experience with Jupyter notebooks using data from actual platforms.

• YouTube
• 2 hours 37 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Addressing Algorithmic Bias

Explore strategies to address, avoid, and mitigate AI algorithmic bias in critical decision-making processes. Learn about fair algorithms, trade-offs in bias protection, and techniques for auditing and combating bias in AI systems.

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

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

NPTEL-NOC IITM

Algorithmic AI Decision Making - Bias and Discrimination in Criminal Justice Systems

Explore how AI algorithms impact criminal justice decisions, examining bias and discrimination in bail, parole, and other critical legal determinations.

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

Responsible AI: Principles, Practices, and Applications

15219 ratings at Udemy

Master the principles of ethical AI development, from fairness and transparency to practical implementation strategies, ensuring responsible deployment of AI technologies that benefit society while minimizing risks.

• Udemy
• 2 hours 29 minutes
• Self-Paced
• Paid Course

Privacy, Bias, and Fairness in AI

Explore privacy concerns, bias detection, and fairness frameworks in AI systems while learning practical mitigation techniques for responsible algorithmic design.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Responsible AI & Ethics​

Explore responsible AI through ethical principles, fairness, privacy, human agency, governance, and societal impact.

• OpenLearning
• 40 hours
• Self-Paced
• Paid Course

Data Science Ethics

4 ratings

Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic decision-making.

• edX
• 4 weeks, 3-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Questões Éticas no Uso de IA: Desafios de Representações e Vieses Sociais

26 ratings at FGV Educação Executiva

Explore questões éticas na IA, abordando representações e vieses sociais que impactam o desenvolvimento e aplicação de tecnologias inteligentes.

• FGV Educação Executiva
• Self-Paced
• Free Certificate

Digitale Gerechtigkeit - Wie du dich für eine fairere KI-Zukunft engagieren kannst

Entdecke, wie KI-Systeme Diskriminierung verstärken können und lerne praktische Strategien, um dich für eine gerechtere digitale Zukunft einzusetzen.

• openHPI
• 3 weeks
• Self-Paced
• Free Certificate

Trustworthy AI: Managing Bias, Ethics, and Accountability

12 ratings at Coursera

Explore ethical AI development through bias analysis, risk mitigation, and regulatory frameworks while gaining practical insights for building fair and accountable artificial intelligence systems.

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

Developing Explainable AI (XAI)

60 ratings at Coursera

Gain skills to develop transparent, trustworthy AI systems using Explainable AI techniques. Learn key concepts, evaluate approaches, and apply XAI to emerging trends like Generative AI.

• Coursera
• 8 hours 41 minutes
• Self-Paced
• Paid Course

Data Science Ethics with R

10 ratings at Coursera

Explore ethical responsibilities in data science, from identifying misleading visualizations to understanding data privacy and algorithmic bias using R programming.

• Coursera
• 6 hours 36 minutes
• Self-Paced
• Paid Course

Artificial Intelligence: Ethics & Societal Challenges

357 ratings at Coursera

Explore ethical and societal implications of AI, including bias, surveillance, democracy, consciousness, responsibility, and control. Gain insights to critically evaluate AI's impact on society.

• Coursera
• 13 hours 28 minutes
• Self-Paced
• Paid Course

Credential

Computing, Ethics, and Society

56 ratings at Coursera

Explore ethical challenges in computing, from AI bias to social media impacts. Develop skills to identify and manage ethical situations in your career and life using various frameworks.

• Coursera
• 16 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses