English Courses

Segmentation and Quantification of Breast Arterial Calcifications - Xiaoyuan Guo

Explore innovative techniques for segmenting and quantifying breast arterial calcifications in mammograms, aiming to improve cardiovascular risk assessment for women through non-invasive methods.

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

Few-Shot Chest X-Ray Diagnosis Using Clinical and Literature Images

Explore innovative few-shot learning methods for chest X-ray diagnosis using clinical and literature images, enhancing radiology image analysis with advanced machine learning techniques.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Understanding Scanner Utilization with Metadata Extraction - Pradeeban Kathiravelu

Real-time DICOM metadata extraction for analyzing scanner utilization in radiology. Niffler framework enables accurate performance metrics, supports ML pipelines, and improves resource management in healthcare networks.

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

Voices in the Code - A Story About People, Their Values, and the Algorithm They Made

Explore the development of a kidney transplant algorithm, examining ethical considerations, public participation, and the challenges of creating fair and transparent high-stakes software systems.

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

Solana Larsen- Who Has Power Over AI?

Explore power dynamics in AI through Mozilla's Internet Health Report, featuring global perspectives on shifting control and fostering diverse AI applications for a more inclusive future.

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

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