Fairness in AI Courses and Certifications

Snorkel AI

LinkedIn's Insights on AI Fairness in Hiring

Explore LinkedIn's approach to AI fairness in hiring, focusing on mitigating bias in algorithmic and product design, and data processing for more equitable recruitment practices.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Responsible AI for Developers: Fairness & Bias

18 ratings at Coursera

Learn techniques to identify and mitigate fairness and bias issues in AI/ML practices using Google Cloud products and open-source tools, while implementing Responsible AI principles.

• Coursera
• 3 hours 22 minutes
• On-Demand
• Paid Course

Responsible AI for Developers: Fairness & Bias - Español

Aprende a implementar IA responsable, identificar sesgos y promover la equidad en proyectos de IA/ML utilizando herramientas de Google Cloud y código abierto.

• Coursera
• 3 hours 46 minutes
• On-Demand
• Paid Course

Responsible AI for Developers: Fairness & Bias

Learn to identify and mitigate fairness and bias in AI/ML practices using Google Cloud products and open-source tools.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Human Factors in AI

210 ratings at Coursera

Explore human-centered design, data privacy, ethical considerations, and societal impacts in AI product development to create user-centric and responsible AI solutions.

• Coursera
• 17 hours 34 minutes
• On-Demand
• Paid Course

Responsible AI for Developers: Fairness & Bias

Explore responsible AI principles, focusing on fairness and bias mitigation in AI/ML practices using Google Cloud and open-source tools. Learn practical techniques for identifying and addressing bias.

• Google Skills
• 4 hours
• On-Demand
• Paid Course

Artificial Intelligence Ethics in Action

350 ratings at Coursera

Analyze AI ethics through hands-on projects, examining bias in predictive text, fairness in sensitive predictions, and ethical considerations in game theory algorithm design.

• Coursera
• 5 hours 49 minutes
• On-Demand
• Paid Course

Ethics and Governance in the Age of Generative AI

Explore ethical and technical aspects of generative AI, including responsible development, bias reduction, and governance strategies. Gain insights into AI model deployment and societal impacts.

• Coursera
• 1 day 2 hours 43 minutes
• On-Demand
• Paid Course

Coursera

Building Trust: Ethics for AI-powered Chatbots

Explore ethical challenges of AI chatbots, including bias, fairness, privacy, and consent. Gain insights to navigate complex issues and make informed decisions in personal and professional interactions with AI technology.

• Coursera
• 4 hours 13 minutes
• On-Demand
• Paid Course

Alan Turing Institute

AI UK - Doing Better in Data Science – From Algorithmic Fairness to Diversity

Experts discuss responsible AI, diversity in data science, and creating fair, inclusive AI systems. Explore challenges and opportunities in algorithmic fairness, team diversity, and equitable AI access across society.

• YouTube
• 1 hour
• On-Demand
• Free Video

Tech On the Go: Ethics in AI

286 ratings at LinkedIn Learning

Learn about the fundamentals of ethics in AI. Explore ways to operationalize responsible AI in daily organizational practice.

• LinkedIn Learning
• 40 minutes
• On-Demand
• Free Trial Available

Trusted and Responsible AI - Explainability, Adversarial Attacks, Bias, and Fairness

Explore key aspects of responsible AI: explainability, adversarial challenges, bias mitigation, and fairness. Learn strategies for building trustworthy and ethical AI systems in real-world applications.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Implications Tutorial - Using Harms and Benefits to Ground Practical AI Fairness Assessments

Explore practical AI fairness assessments in finance using a harms and benefits approach. Learn methodologies, case studies, and strategies for evaluating system objectives and performance.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Conference Talk

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
• On-Demand
• Free Video

All Things Open

Jurity: State-of-the-Art Open Source Software for AI Fairness Evaluation

Explore Jurity, an open-source tool for AI fairness evaluation without collecting personal data. Learn about state-of-the-art methods and opportunities in fairness testing for AI models.

• YouTube
• 24 minutes
• On-Demand
• Free Video