Responsible AI Courses and Certifications

Schmid College, Chapman University

Making AI Systems Trustworthy Through Intuitive Design and Human Interaction

Explore key technical approaches for building trustworthy AI systems, focusing on intuitiveness, interaction, explainability, and human domain knowledge integration for more reliable and transparent artificial intelligence.

• YouTube
• 1 hour 53 minutes
• Self-Paced
• Free Video

AI Institute at UofSC - #AIISC

Robust and Trustworthy Copilots for Mission-Critical and Enterprise AI Applications

Explore the development of robust AI copilots for enterprise applications, focusing on neurosymbolic models, trustworthiness, and mission-critical implementations in deep learning systems.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

MLOps World: Machine Learning in Production

Closing the Reliability Gap: Practical Strategies with Guarantees for Trustworthy GenAI

Explore practical strategies for improving GenAI reliability in production systems, from identifying factual errors to implementing remediation techniques that create trustworthy AI systems requiring minimal human oversight.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

SAIConference

Trustworthy and Sustainable AI - Powering the Future with Next-Generation Computing

Explore how next-generation computing architectures can solve AI's trustworthiness and sustainability challenges through neuromorphic systems and mathematical foundations.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

All Things Open

How AI Nutrition Labels Help Developers Prevent Bias and Errors

Explore AI nutrition labels, responsible development practices, and MLOps strategies to build ethical, bias-free AI systems with practical risk mitigation techniques.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

IBM Research

Why Do AI Models Need to Be Safe? - AI Safety and Risk Management in Generative AI

Explore AI safety fundamentals with IBM Fellow Kush Varshney, covering risk detection, model alignment, decision-making processes, and responsible innovation in generative AI.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

Trustworthy AI - From Regulations to Technical Benchmarking

Explore Responsible AI Governance in semiconductors, covering EU AI Act compliance, strategic benefits, and technical benchmarking for trustworthy AI implementation.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

AWS Events

From Principles to Practice - Scaling AI Responsibly with Indeed

Discover AWS Responsible AI Best Practices Framework and Indeed's intelligent risk management platform for embedding responsible AI across the AI lifecycle while enabling rapid development.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Career Certificate

AI Agent Developer

10124 ratings at Coursera

Master Python-based AI agent development with hands-on experience in designing architectures, implementing tool use, building custom GPTs, and applying responsible AI practices for real-world applications across industries.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

The Search for Transparency and Accountability in the Age of AI - RAI and XAI as Essential Tools

Explore responsible AI and explainable AI as essential tools for building ethical, transparent, and trustworthy systems. Uncover techniques to interpret complex models and foster accountability in AI development.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Exploring Pillars of Trustworthy AI: Robustness and Fairness

Discover how to build robust and fair AI models by exploring vulnerabilities, implementing defense strategies, and addressing bias in machine learning systems through practical techniques.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Career Certificate

Introduction to Generative AI Learning Path

14478 ratings at Coursera

Explore generative AI fundamentals, LLMs, applications, and ethical considerations in this comprehensive learning path, gaining insights for responsible AI development and deployment.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Generative AI Concepts

Discover how to begin responsibly leveraging generative AI. Learn how generative AI models are developed and how they will impact society moving forward.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Generative AI for Business

Learn the role Generative Artificial Intelligence plays today and will play in the future in a business environment.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Artificial Intelligence (AI) Leadership

Master AI leadership with this track: monetize AI, build trust with Responsible and Explainable AI, and secure your innovations. Lead with confidence!

• DataCamp
• 6 hours
• Self-Paced
• Free Trial Available