Fairness Courses and Certifications

Responsible AI for Developers: Fairness & Bias - 한국어

AI 개발자를 위한 책임감 있는 AI 원칙과 실천 방법을 소개. 공정성과 편향 문제를 중점적으로 다루며, Google Cloud 제품과 오픈소스 도구를 활용한 실용적인 구현 방법을 제시.

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

Responsible AI for Developers: Fairness & Bias - Polski

Wprowadzenie do odpowiedzialnej sztucznej inteligencji, skupiające się na uczciwości i uprzedzeniach. Prezentuje zasady, techniki identyfikacji i łagodzenia uprzedzeń oraz praktyczne narzędzia do wdrażania najlepszych praktyk.

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

Ethical AI for the Workplace: Safe, Smart & Responsible Use

204 ratings at Udemy

Practical guide to fairness, transparency, accountability, and privacy in ethical AI for workplace applications.

• Udemy
• 1 hour 41 minutes
• On-Demand
• Paid Course

AI Agents in Healthcare and Capstone

Explore AI-driven agents in healthcare automation and decision support, then design a comprehensive healthcare AI plan in a hands-on capstone project.

• Coursera
• 7 hours 35 minutes
• On-Demand
• Paid Course

AI Literacy for All Employees

186 ratings at Udemy

Learn the basics of AI and how to use it effectively in your daily work

• Udemy
• 9 hours 4 minutes
• On-Demand
• Paid Course

Stanford CS109 - Fairness in Probability for Computer Scientists - Lecture 26

Explore fairness in probability and computer science, examining ethical considerations and algorithmic bias in data-driven decision-making systems.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Fairness in Representation Learning - Natalie Dullerud

Explore fairness in deep metric learning, evaluating bias in representations and its impact on minority subgroups. Learn about a novel approach to mitigate bias and improve fairness in machine learning models.

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

CertNexus

Detect and Mitigate Ethical Risks

97 ratings at Coursera

Learn strategies to identify and mitigate ethical risks in data-driven technologies, covering privacy, accountability, transparency, fairness, and safety concerns in AI development and deployment.

• Coursera
• 19 hours 19 minutes
• On-Demand
• Paid Course

Ethical AI Use in Business: 10 Crucial Leadership Qualities

92 ratings at Udemy

Why Honesty, Accountability and Fairness Are Essential for Ethical AI Leadership

• Udemy
• 1 hour 26 minutes
• On-Demand
• Paid Course

Notre Dame

Ethics of Technology

47 ratings at Coursera

Explore ethical implications of data analytics, connecting privacy, justice, and corporate responsibility with new technologies. Develop critical thinking skills for evaluating AI and emerging tech capabilities.

• Coursera
• 16 hours 15 minutes
• On-Demand
• Paid Course

Responsible AI Practices

47 ratings at Coursera

Learn responsible AI practices, including core dimensions, AWS tools, model selection, data preparation, transparency, and human-centered design for explainable AI systems.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Ethical AI: AI essentials for everyone

35 ratings at Coursera

Explore ethical AI principles, challenges, and responsible use through practical exercises, case studies, and hands-on experience with AI tools for text and image generation.

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

Microcredential

Responsible AI for Developers

30 ratings at Coursera

Equip yourself with essential skills to build ethical AI systems. Learn to mitigate bias, interpret models, prioritize privacy, and ensure safety in AI development using Google Cloud tools.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

AI primer for All Employees: Responsible AI

31 ratings at Udemy

Build Awareness of Ethical AI, Data Governance, and Responsible Practices for Every Employee

• Udemy
• 1 hour 18 minutes
• On-Demand
• Paid Course

Responsible AI for Mental Health

13 ratings at Coursera

Explore the ethical challenges of AI in mental health care, from bias and privacy to emerging technologies. Gain skills to develop responsible AI frameworks that prioritize fairness and safety while examining AI's transformative potential in therapy and…

• Coursera
• 13 hours 26 minutes
• On-Demand
• Paid Course