AI Transparency Courses and Certifications

Generative AI in the Workplace: Policies, Ethics, and Risks

Explore ethical considerations, policies, and risks of generative AI implementation in organizations while learning to navigate transparency, legal challenges, and future developments.

• Coursera
• 5 hours 52 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)

Copilot Best Practices, Ethics and Regulatory Implications

Explore ethical AI use, optimize Copilot, and navigate legal complexities. Gain skills in responsible AI implementation, bias mitigation, and regulatory compliance for generative AI tools.

• Coursera
• 5 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Decoding the Law - What Will Large Language Models Mean Under the Law?

Explore the legal implications of large language models and their impact on law interpretation, enforcement, and societal norms with Professor Sonia Gipson Rankin's insightful analysis.

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

Algorithmic Bias in AI: Implications and Challenges - A Discussion with Cristopher Moore and Melanie Moses

Explore algorithmic bias in AI, its societal impacts, and the quest for transparency in decision-making systems. Delve into facial recognition flaws and implications for algorithmic justice.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Explainable AI: Interpreting, Explaining and Visualizing Deep Learning

Explore techniques for interpreting and explaining deep learning models, focusing on LRP rules, Taylor decomposition, and properties of effective explanations in AI systems.

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

How Can I Explain This to You? An Empirical Study of Deep Neural Net Explanation Methods - Spring 2021

Empirical study comparing deep neural network explanation methods, examining usability, stability, and privacy risks across various visual explanation frameworks.

• YouTube
• 37 minutes
• 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

AI Accountability Essential Training

211 ratings at LinkedIn Learning

Learn why it's absolutely crucial for AI-related data science work to be transparent, explainable, accountable, and ethical in its design and execution.

• LinkedIn Learning
• 2 hours 17 minutes
• On-Demand
• Free Trial Available

National Chiao Tung University

AI for Legal Professionals (I): Law and Policy

Explore the legal and policy issues surrounding the development and application of artificial intelligence.

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

Leading Responsible AI in Organizations

159 ratings at LinkedIn Learning

Harness the benefits of AI technologies while managing the risks and contributing positively to society and the environment.

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

Introduction to Auditing AI Systems

79 ratings at LinkedIn Learning

Learn the fundamentals of how to adapt to and comply with AI regulation in this introductory course on auditing AI systems for bias and discrimination.

• LinkedIn Learning
• 1 hour 19 minutes
• On-Demand
• Free Trial Available

Understanding and Implementing the NIST AI Risk Management Framework (RMF)

5 ratings at LinkedIn Learning

Learn how to implement and maintain the core principles of the NIST AI Risk Management Framework (RMF) within a business.

• LinkedIn Learning
• 1 hour 23 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

Alan Turing Institute

Ethics and Responsible AI

Explore ethical considerations and responsible practices in AI development with insights from David Leslie of the Alan Turing Institute.

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