United States Courses & Certifications

Stanford Seminar - Dialog Markets

Explore the potential of machine learning in complex problem-solving through dialog automation, cognitive actions, and crowdsourced contributions in a market-based system for high-quality conversations.

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

Stanford Seminar - Time Traveling Hardware and Software Systems

Explore time-traveling concepts in hardware and software systems, focusing on parallelism, dependencies, coherence, and concurrency control in modern computing architectures.

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

Stanford Seminar - Concepts and Questions as Programs

Exploring human-like concept learning and question-asking through program induction and synthesis, with applications in visual recognition, active learning, and cognitive modeling.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - HPC Opportunities in Deep Learning - Greg Diamos, Baidu

Explore HPC's role in deep learning, focusing on workload characteristics, efficiency, and specialized systems for advancing AI research and applications.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Big Data Is -At Least- Four Different Problems

Explore the multifaceted nature of Big Data, its challenges, and emerging solutions in this Stanford seminar, covering volume, velocity, variety, and analytics approaches.

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

Stanford Seminar - Can the Brain Do Back-Propagation?

Explore the brain's potential for back-propagation learning, examining challenges, alternative methods, and implications for neuroscience and machine learning.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Micro but Mighty- Microbots in a Macro World

Explore the world of microbots inspired by ants, capable of moving objects 2000 times their size. Learn about controllable adhesives, actuator choices, and team behaviors in microrobotics.

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

Organizing to Compete in an Age of Disruption

Explore strategies for managing disruptive innovation, investment horizons, and organizational transformation in the digital age. Learn to navigate challenges and adapt to technological changes.

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

Stanford Seminar - Flash Reliability in Production: The Expected and the Unexpected

Explore flash memory reliability in production, examining factors like wear-out, flash types, lithography, and workload impact on error rates and uncorrectable errors.

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

Stanford Seminar - QED and Symbolic QED- Dramatic Improvements in SoC Validation and Debug

Explore advanced techniques for SoC validation and debugging, focusing on QED and Symbolic QED methods to improve error detection, coverage, and bug localization in complex integrated circuits.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Wafer-Scale Thermionic Energy Converters

Explore thermionic energy converters, from historical applications to modern microfabrication techniques and potential future uses in solar thermal power and fossil fuel plants.

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

Stanford Seminar - Citadel of One- Individuality and the Rise of the Machines, Suzanne Sadedin

Exploring individuality from a biological perspective, examining its emergence in various entities and scales, and discussing implications for human societies and technological advancement.

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

Stanford Seminar - Programming Should Be More Than Coding

Explore programming beyond coding, focusing on specification and problem-solving. Learn to think clearly about algorithms and connect formal specifications to practical code implementation.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Online Course

Dynamic Code Optimization and the NVIDIA Denver Processor

Explore dynamic code optimization and NVIDIA Denver processor architecture, covering pipeline design, performance, and CPU design philosophies in this Stanford seminar.

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

Stanford Seminar - Applying Theory to Practice and Practice to Theory

Explore the synergy between theoretical concepts and practical applications in computer science, emphasizing collaboration and innovative problem-solving techniques.

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