Algorithmic Bias Courses and Certifications

Discovering Ethical AI

12 ratings at Udacity

Discover fundamental concepts and terminology essential for understanding Ethical AI, one of today's most in-demand and high-impact skills in technology.

• Udacity
• 1 hour
• On-Demand
• Free Online Course

Conquering Data Bias

Unlock your data's potential by learning to detect and mitigate bias for precise analysis and reliable models.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

AI Governance, Policy, and the Public Good

Explore AI governance, policy frameworks, and ethical considerations to build trustworthy artificial intelligence that promotes fairness and serves the public good.

• Udacity
• 3 hours
• On-Demand
• Paid Course

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
• On-Demand
• Conference Talk

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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• Free Certificate

Responsible AI & Ethics​

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

• OpenLearning
• 40 hours
• On-Demand
• Paid Course

Data Science Ethics

4 reviews

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

• edX
• 4 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

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

13 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
• On-Demand
• 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
• On-Demand
• Free Online Course

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
• On-Demand
• Paid Course

Developing Explainable AI (XAI)

57 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
• On-Demand
• Paid Course

Data Science Ethics with R

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
• On-Demand
• Paid Course

Artificial Intelligence: Ethics & Societal Challenges

354 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
• On-Demand
• Paid Course