United States Courses & Certifications

The Artful Design of Interactive AI Systems

Explore the intersection of AI, design, and human interaction in technology, focusing on creating meaningful experiences and balancing automation with human engagement.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

HAI Weekly Seminar with Jeff Ding - The Rise and Fall of Great Technologies and Powers

Explore the impact of technological revolutions on global power dynamics, focusing on the US-China AI race and drawing insights from historical technological shifts.

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

Using Language Models to Understand Wage Premia

Explore how NLP techniques predict salaries from job postings, revealing wage premia for various characteristics in the digital economy labor market.

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

Data-Efficient AI for Accelerating MRI Acquisition

Explore physics-guided AI techniques for accelerating MRI acquisition, including unsupervised and semi-supervised approaches. Learn about a new 1.5TB dataset for evaluating MRI reconstructions with clinically-relevant metrics.

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

Towards Understanding and Building Embodied Intelligence

Exploring embodied intelligence: evolution, morphology, and learning in complex environments. Insights into AI agents' adaptability and performance using the DERL framework.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

The New Role of Physics Simulation in AI

Explore advancements in physics simulation for AI, focusing on overcoming sim-to-real gaps and improving human-robot interactions through learnable physics engines and efficient training techniques.

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

Daniel McFarland: The Diversity-Innovation Paradox in Science

Explore how diversity impacts scientific innovation and career outcomes, revealing a paradox where underrepresented groups contribute novel ideas but face devaluation and discounting in academia.

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

Joint Learning Over Visual and Geometric Data

Explore joint learning approaches in visual and geometric domains to reduce supervision load, leveraging data correlations and self-supervision for improved performance and efficiency.

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

Kathleen Creel- Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems

Explore the ethical implications of algorithmic decision-making, focusing on arbitrariness at scale, its moral and legal issues, and potential technical solutions to mitigate harm.

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

How Machine Learning is Changing Software

Explore how machine learning is revolutionizing software development, from weak supervision to self-supervised systems, with insights from Stanford's Chris Re on emerging challenges and industry applications.

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

Learning to See the Physical World

Explore physical scene understanding through AI, combining computer graphics, physics, and language with deep learning to create versatile machines that see, reason, and interact with the world.

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

The Impact of Robots on Nursing Home Staffing

Explore how robot adoption affects staffing in Japanese nursing homes through data analysis, examining labor market impacts and policy implications.

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

Against Ethical Robots with Ron Chrisley

Explore AI ethics challenges, avoiding complacency and inflation while balancing reactive systems and robotic obligations in this thought-provoking seminar by Ron Chrisley.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Governing an Algorithm in the Wild - Seminar with David Robinson

Explore the governance and redesign of the US kidney allocation algorithm, examining its impact on equity, justice, and stakeholder engagement in algorithmic decision-making.

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

Opioid Use Disorder Prediction Using AI and Existing Risk Models

Comparative study on AI models for predicting opioid use disorder, showcasing superior performance of transformer-based AI over existing clinical tools and other machine learning approaches.

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