United States Courses & Certifications

Self-Supervision & Contrastive Frameworks - A Vision-Based Review

Comprehensive review of self-supervised and contrastive learning frameworks in computer vision, exploring methodologies, performance, and potential applications in medical imaging.

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

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

Stanford Seminar - Audio Research: Transformers for Applications in Audio, Speech and Music

Explore audio research using Transformers, covering applications in music, speech, and acoustic scene understanding. Learn about advanced techniques and architectures for audio synthesis and analysis.

• YouTube
• 48 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Transformers in Language: The Development of GPT Models Including GPT-3

Explore the evolution of language models from 3-Gram to GPT-3, examining their capabilities in various tasks and discussing the potential of unsupervised learning in AI development.

• YouTube
• 49 minutes
• Self-Paced
• Free Online Course

Computational Design of Compliant, Dynamical Robots - Cynthia Sung

Explore computational design for compliant robots, covering topology optimization, hybrid aerial vehicles, soft arm optimization, and origami-inspired fabrication techniques for dynamic and adaptable robotic systems.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Accessible Virtual Reality for People with Limited Mobility

Explore accessible virtual reality for limited mobility users, covering key barriers, innovative solutions, and design principles for inclusive VR experiences.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Stanford Seminar - Designing Assistive Technologies for Agency

Explore innovative assistive technologies for racing games and navigation, focusing on audio-based solutions that enhance accessibility and user experience for individuals with disabilities.

• YouTube
• 58 minutes
• Self-Paced
• Free Online Course

Considerations for Collaborative Robotics - Monroe Kennedy III

Explore collaborative robotics, from human-robot teams to swarm behavior, examining key features, limitations, and technological advancements in this Stanford seminar by Monroe Kennedy III.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Stanford Seminar - Distributed Perception and Learning Between Robots and the Cloud

Explore distributed perception and learning in robotics, focusing on cloud-robot interactions, offloading strategies, and efficient data sampling for improved performance and cost reduction.

• YouTube
• 47 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - SMILE- Synchronized, Multi-sensory Integrated Learning Environment

Explore synchronized, multi-sensory integrated learning environments and their impact on distributed systems, cyber-physical networks, and innovative educational technologies.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Creating Interfaces with Rich Physical Properties Through Digital Fabrication

Explore digital fabrication techniques for creating interactive materials and novel user interfaces, from custom displays to on-body tactile interfaces and electronic skin.

• YouTube
• 52 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Straddling a Medical Device IoT Startup Between Taiwan and the United States

Explore the challenges and opportunities of running a medical device IoT startup across Taiwan and the US, focusing on integrating consumer tech with healthcare systems and addressing preventable conditions.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Understanding the Situation for Startups in India

Explore India's startup ecosystem, innovation landscape, and social progress through data-driven analysis of competitiveness, patents, clusters, and challenges.

• YouTube
• 44 minutes
• Self-Paced
• Free Online Course