Responsible AI Courses and Certifications

Responsible AI: Applying AI Principles with Google Cloud

169 ratings at Coursera

Aprenda a implementar IA responsável em sua organização usando o Google Cloud. Descubra as melhores práticas, lições aprendidas e como operacionalizar princípios éticos de IA.

• Coursera
• 1 hour 59 minutes
• On-Demand
• Free Online Course (Audit)

Responsible AI for Developers: Interpretability & Transparency

Explore AI interpretability and transparency techniques, gaining practical skills to enhance data and model clarity for responsible AI development.

• Coursera
• 3 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Responsible AI for Developers: Fairness & Bias

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 46 minutes
• On-Demand
• Free Online Course (Audit)

Responsible AI Practices

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
• Free Online Course (Audit)

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
• Free Online Course (Audit)

Microcredential

Responsible AI for Developers

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
• On-Demand
• Paid Course
• 3 courses

Foundations of Responsible AI

516 ratings at LinkedIn Learning

Learn about the practices needed to perform fairness testing and implement responsible AI systems.

• LinkedIn Learning
• 2 hours 31 minutes
• On-Demand
• Free Trial Available

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

Responsible AI Practices

Master Responsible AI Practices with this comprehensive course, featuring real-world case studies and interactive content.

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

Open Data Science

Ethnicity, Equity, and AI

Explore challenges in AI and healthcare equity, focusing on race and ethnicity data. Learn about bias in algorithms and data, and discover opportunities for improving healthcare AI through better data and models.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

Open Data Science

Responsible AI Dashboard - A Tool for Operationalizing Responsible AI

Explore Microsoft's Responsible AI Dashboard, an open-source framework integrating tools for error analysis, interpretability, fairness, and causal decision-making to build reliable and responsible AI products.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Open Data Science

Responsible AI- From Principles to Practice

Explore ethical AI implementation, from principles to practice, focusing on healthcare considerations and practical tools for responsible AI throughout the development lifecycle.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

IEEE Signal Processing Society

Who Is Responsible for Responsible AI?

Explore ethical considerations and accountability in AI development with Prof. Pascale Fung, addressing crucial questions about responsibility in the field of artificial intelligence.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Live Responsible AI Dashboard: One-Stop Shop for Operationalizing RAI in Practice - Episode 43

Explore the Responsible AI Dashboard, a comprehensive toolkit for ethical machine learning development. Learn about model debugging, fairness assessment, and responsible decision-making in AI systems.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Build Responsible AI Using Error Analysis Toolkit

Explore Microsoft's Error Analysis toolkit for responsible AI, identifying model errors, diagnosing root causes, and building reliable solutions through interpretability, fairness, and debugging techniques.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course