United States Courses & Certifications

Picking on the Same Person - Does Algorithmic Monoculture Homogenize Outcomes?

Explore algorithmic monoculture's impact on decision outcomes, examining data sharing effects, ethical implications, and potential risks to fairness and individual autonomy.

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

Designing School Choice for Diversity in the San Francisco Unified School District

Explore how optimization and AI informed a new student assignment policy for San Francisco schools, balancing diversity, predictability, and proximity goals through zone-based design.

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

Vision, Touch & Sound for Robustness & Generalizability in Robotic Manipulation

Exploración de representaciones de datos perceptuales para mejorar el aprendizaje y desempeño de robots en manipulación, combinando visión, tacto y sonido para mayor robustez y generalización.

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

How Can You Trust Machine Learning?

Explore the pillars of trust in machine learning: clarity, competence, and alignment. Learn about processes and techniques to develop more effective and trustworthy AI systems.

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

Amy Zegart - Spies, Lies, and Algorithms

Explore the evolving landscape of intelligence in the digital age, examining challenges, emerging technologies, and the democratization of espionage in our interconnected world.

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

Jeremy Bailenson: Your Mind on the Metaverse

Explore the psychological impact of virtual reality and its transformative potential in education, training, and communication, with insights on innovative applications and future implications.

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

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