AI Transparency Courses and Certifications

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

Data Science Festival

Seeing the Unseen - AI, Ethics and the Future of Transparency

Explore AI ethics, transparency, and societal impact with expert panelists. Discuss emerging dilemmas, legislation, and user experiences in AI development and implementation.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

All Things Open

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

Explore responsible AI and explainable AI as crucial tools for building ethical, transparent, and trustworthy AI systems. Uncover their synergy in addressing fairness, accountability, and interpretability challenges.

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

Conf42

U.S. Healthcare with AI: Cost Transparency and Affordability - Conf42 KN 2024

Explore AI-driven solutions for healthcare cost transparency, addressing challenges and showcasing an innovative platform's features, benefits, and future potential in the U.S. healthcare system.

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

The Generative AI Commons: Unlocking Potential Through Collaboration and Transparency

Explore the Generative AI Commons initiative, focusing on open strategies, democratization, and ethical AI development through the Model Openness Framework and collaborative governance.

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

Databricks

Tracking Data and AI Lineage - Ensuring Transparency and Compliance

Explore data and AI lineage advancements in Databricks Platform for transparency, compliance, and trust in model training, evaluation, and inference workflows.

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

OpenSSF

Enabling Verifiable AI Transparency With Confidential Computing With ManaTEE

Discover how ManaTEE framework uses confidential computing and TEEs to enable secure, verifiable AI model evaluation while maintaining transparency and trust in proprietary systems.

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

NPTEL-NOC IITM

Explainable AI - Technical Explanation and Transparency in AI Systems

Discover the fundamentals of Explainable AI, exploring transparency techniques to demystify black-box algorithms and understand AI decision-making processes.

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

Asia Open RAN Academy

Principles for AI Systems and Practices - Accountability, Transparency and Trust

Discover the fundamental principles of AI systems, focusing on accountability, transparency, and trust through a clear, jargon-free exploration of these essential concepts.

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

LeadDev

Building Ethical AI - Transparency, Bias Mitigation, and Trust

Discover strategies for building transparent, bias-free AI systems that prioritize human-centered ethics and foster trust in decision-making processes.

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

The Open Source Imperative in AI - Transparency, Governance, and Global Collaboration

Explore how open source drives AI transparency, governance, and global collaboration while addressing challenges in sustainability, legal complexities, and ethical development frameworks.

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

The Generative AI Commons - Unlocking Potential Through Collaboration and Transparency

Explore the Generative AI Commons initiative, focusing on open strategies, democratization, and frameworks for responsible AI development through collaborative governance.

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

OpenSSF

Securing the AI Lifecycle - Trust, Transparency and Tooling in Open Source

Discover how to build security into AI/ML pipelines using open source tools, standards, and practices for trusted, transparent, and resilient AI systems development.

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

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