United States Courses & Certifications

Stanford Seminar - The Future of Low Power Circuits and Embedded Intelligence

Explore low power circuits, embedded intelligence, and 3D stack technologies. Discover innovative approaches to energy efficiency, adaptivity, and neuromorphic hardware in this Stanford seminar.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Online Course

Computational Memory - A Stepping-Stone to Non-Von Neumann Computing?

Explore computational memory as a potential alternative to traditional computing, covering in-memory computing, resistive memory devices, and applications in AI and data processing.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Making "Making" Accessible

Explore accessible "making" through assistive technology, 3D printing, and design exercises. Learn to teach high-tech skills and choose appropriate tools and materials for inclusive maker projects.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - An Architect's Point of View on Emerging Technologies

Explore emerging technologies in computing from an architect's perspective, covering Moore's Law, scaling challenges, new devices, memories, 3D integration, and architectural simulation tools.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Deep Learning in Speech Recognition

Explore deep learning's evolution and impact on speech recognition, from early AI to modern applications like Siri, covering key concepts, historical milestones, and practical implementations.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Enabling NLP, Machine Learning, and Few-Shot Learning Using Associative Processing

Explore associative processing for machine learning and NLP, enabling massive parallel data processing and in-memory computing for improved efficiency in various AI applications.

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

Stanford Seminar - The Quest for Low Storage Latency Changes Everything

Explore advancements in storage technology, focusing on reducing latency through media and platform improvements, including NVMe, 3D Xpoint, and persistent memory.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Online Course

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