United States Courses & Certifications

Deep Learning for Symbolic Mathematics - Guillaume Lample & Francois Charton

Explore deep learning applications in symbolic mathematics, covering integration techniques, ODEs, and model evaluation, with insights on generalization and comparisons to traditional methods.

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

Stanford Seminar - Accessibility and the AI Autumn - Jeff Bigham

Explore AI's impact on accessibility, challenges in human-computer interaction, and innovative solutions for users with disabilities in this thought-provoking seminar.

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

Stanford Seminar - Beyond Web Search

Explore advanced search techniques, personalization, and context-aware information retrieval beyond traditional web search methods.

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

Stanford Seminar - Lenia- Biology of Artificial Life, Bert Wang-Chak Chan

Explore artificial life through Lenia, a continuous cellular automaton. Delve into its evolution, physics, taxonomy, and comparisons with Earth life in this thought-provoking seminar.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Persistent and Unforgeable Watermarks for Deep Neural Networks

Explore persistent and unforgeable watermarking techniques for deep neural networks, focusing on IP protection, embedding methods, and resistance to attacks.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Neural Networks on Chip Design from the User Perspective

We will briefly review our past effort on Deep learning Processing Unit (DPU) design on FPGA in Tsinghua and Deephi, and then talk about some features, i.e. interrupt and virtualization, we are trying to introduce into the accelerators from the user's pe…

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

Stanford Seminar - Conflict and Technology

Explore the challenges and solutions in integrating FPGAs for high-performance computing, focusing on conflicts in technology, scaling, and application development.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - MIPS Open, Wave Computing

Explore MIPS Open architecture, its components, features, and benefits. Learn about virtualization, multi-threading, and SIMD in this comprehensive seminar on open-source processor technology.

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

Stanford Seminar - Deep Learning for Medical Diagnoses

Explore deep learning's impact on medical diagnoses, from arrhythmia detection to chest X-ray interpretation, and its potential to revolutionize diagnostic access and decision support in healthcare.

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

Stanford Seminar - Saving Energy and Increasing Density in Information Processing Using Photonics

Explore energy-saving and density-increasing techniques in information processing using photonics, focusing on interconnects, quantum impedance conversion, and free-space beam arrays.

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

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