AI Alignment Courses and Certifications

Discover AI

Information-Directed Sampling for AI Agent Alignment - From Theory to Practice

Explore Stanford's groundbreaking Information-Directed Sampling approach for aligning AI agents with human values, focusing on optimal decision-making and continuous learning in dynamic environments.

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

Simons Institute

A Sociotechnical Approach to a Safe, Responsible AI Future: A Path for Science and Evidence-based AI Alignment and Trust

Explore key challenges and solutions in AI safety, including alignment, trust, and copyright issues in large language models, with insights from UC Berkeley's research perspective.

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

Simons Institute

Pluralistic Alignment: A Roadmap for Integrating Diverse Human Values in AI Systems

Explore the concept of pluralistic AI alignment, focusing on integrating diverse human values into AI systems through modular specialists and improved computational value-modeling approaches.

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

Data Science Dojo

LLM Alignment - Techniques for Building Human-Aligned AI

Explore advanced techniques for aligning AI with human values, including RLHF, IFT, and DPO. Learn about the evolution of LLMs and discuss ethical implications in AI development.

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

NPTEL-NOC IITM

Responsible AI: Capabilities, Bias, Interpretability, and Alignment - Part 1

Explore responsible AI concepts including capabilities, bias, interpretability, explainability, RLHF, alignment, and potential risks.

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

Simons Institute

Alignment Problems in AI Governance

Explore critical challenges in AI governance, from technical limitations in model understanding to regulatory misalignment, with expert insights on adaptive oversight solutions.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Responsible AI: Policies, Risks and Strategic Alignment (Live Online)

8 ratings at CourseHorse

Master the essentials of AI policy development to ensure responsible and ethical AI use within your organization.

• CourseHorse
• 3 hours
• On-Demand
• $399.00

AI Ethics for Professionals

Explore the ethical dimensions of AI development and deployment, from governance frameworks to practical implementation strategies for responsible innovation in various professional contexts.

• edX
• 1 week, 1-4 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Mastering AI Leadership: Advanced Certificate in Prompt Engineering and Professional Ethics

Master both prompt engineering and AI ethics in this two-course program that equips you with technical skills for generative AI while addressing ethical challenges in AI deployment and governance.

• edX
• On-Demand
• $348.00
• 2 courses

Clemson University

Human-Centered Artificial Intelligence

18 ratings at Coursera

Explore the intersection of AI and humanity in this comprehensive program covering ethics, design thinking, and practical applications of human-centered artificial intelligence systems.

• Coursera
• 21 hours 48 minutes
• On-Demand
• Paid Course

Quick Start Guide to Large Language Models (LLMs): Unit 2

Master optimization, fine-tuning, and AI alignment techniques to customize LLMs for specific needs while balancing performance and cost through advanced prompt engineering.

• Coursera
• 5 hours 24 minutes
• On-Demand
• Paid Course

Simons Institute

Open Challenges in AI for Molecular Design: Representation, Experimental Alignment, and Oracle Reliability

Explore AI challenges in molecular design: representation, experimental alignment, and oracle reliance. Learn about new workflows and approaches to address real-world complexities in molecular discovery.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Simons Institute

Veridical Data Science and Alignment in Medical AI - Building Trust and Interpretability in Healthcare

Explore how AI algorithms in healthcare progress from transparent to opaque, examining trust-building principles and alignment challenges through real medical case studies and data science frameworks.

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

Simons Institute

Agreement and Alignment for Human-AI Collaborative Decision Making

Explore how humans and AI can collaborate effectively in decision-making through tractable agreement protocols and market-based alignment mechanisms.

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

Forecasting and Aligning AI - Jacob Steinhardt

Modern ML systems sometimes undergo qualitative shifts in behavior simply by “scaling up” the number of parameters and training examples. Given this, how can we extrapolate the behavior of future ML systems and ensure that they behave safely and are alig…

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