United States Courses & Certifications

Stanford Seminar - Training Classifiers with Natural Language Explanations

In this work, we propose BabbleLabble, a framework for training classifiers in which an annotator provides a natural language explanation for each labeling decision.

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

Stanford Seminar - What Comes After Design Thinking?

Explore the evolution and impact of design thinking, its benefits, and the emergence of design leadership as a transformative approach in problem-solving and innovation.

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

Stanford Seminar - Scalable Intelligent Systems Build and Deploy by 2025

Explore the future of human-computer interaction with Scalable Intelligent Systems, integrating people, communications, and technology for cooperative environments beyond current social networks.

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

Stanford Seminar - Erudite: Prototype System for Computational Intelligence

In this talk, Wen-mei Hwu presents on recent progress in building highly performant AI task libraries, creating full AI applications, providing AI application development tools, and prototyping the Erudite system at the IBM-Illinois C3SR.

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

Stanford Seminar - Leela: A Semantic Intelligent Agent

Explore semantic AI agent Leela, modeled on Piaget's theories. Learn about her design, capabilities, and potential applications in autonomous systems and natural language interaction.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Safe Passwords Made Easy to Use

Explore innovative password security techniques, including passphrases and the Cue-Pin-Select algorithm, to enhance authentication while improving user experience and memorability.

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

Stanford Seminar - Efficient and Resilient Systems in the Cognitive Era

Explore efficient and resilient systems for cognitive computing, covering swarm intelligence, sensor fusion, hardware optimization, and energy efficiency in the context of IBM's research.

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

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