Computer Science Courses and Certifications

Stanford Seminar - Computer-Designed Organisms - Josh Bongard

Explore the cutting-edge field of computer-designed organisms with Josh Bongard, delving into the intersection of biology, robotics, and artificial intelligence.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Stanford Seminar - Rebooting the Internet

Exploring the need for Internet architecture revision, discussing successes, failures, and new insights in system design. Challenges and potential directions for a network redesign are presented.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Stanford Seminar - Fastai: A Layered API for Deep Learning

Explore fastai, a deep learning library offering high-level components for quick results and low-level components for research flexibility, built on a layered architecture with Python and PyTorch.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Stanford Seminar - Centaur Technology's Deep Learning Coprocessor

Explore Centaur's innovative x86 microprocessor with integrated AI Coprocessor, delivering high performance for server applications and deep learning tasks while maintaining efficiency and scalability.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Current Status of TinyML and the Enormous Opportunities Ahead - Panel Discussion

Panel discussion exploring tinyML's current state and future potential, featuring experts from Qualcomm and Google. Covers applications, challenges, privacy concerns, and emerging opportunities in ultra-low power embedded AI computing.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Federated Learning in Medicine - Breaking Down Silos to Advance Medical Research

Explore federated learning's potential to revolutionize medical research by breaking data silos, enhancing privacy, and fostering collaboration across healthcare institutions.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Nanosecond-Level Clock Synchronization in a Data Center

Explore nanosecond-level clock synchronization in data centers using Huygens algorithm, which achieves precision without special hardware through advanced networking and machine learning techniques.

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

The Case for Learned Index Structures

Exploring learned index structures as alternatives to traditional database indexes, offering potential improvements in speed and memory efficiency for data retrieval and management.

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

Stanford Seminar - Taraxa.io: A Globalized Blockchain Protocol Startup

Explore IoT data sharing challenges and solutions with blockchain technology, focusing on security, vendor risk, and cost reduction to foster consumer adoption and business innovation.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Stanford Seminar - What's Next for Blockchain in China?

Explore blockchain's future in China, covering crypto trading, regulation, investment strategies, and evolving ownership models in this Stanford seminar by Bobby Lee.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

The Evolution of Public Key Cryptography

Explore the history and development of public key cryptography, including contributions from unsung heroes and the revolutionary impact on modern security systems.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Tiny Functions for Codecs, Compilation, and - Maybe - Soon Everything

Exploring the potential of tiny, pure functions in improving network systems, video codecs, and cloud computing, with real-world examples and future applications.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Stanford Seminar - Computing with High-Dimensional Vectors

Explore high-dimensional vector computing as a complement to traditional methods, bridging symbolic AI and neural nets. Learn about its operations, applications, and potential in machine learning and nanotechnology.

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

Multiscale Dataflow Computing - Competitive Advantage at the Exascale Frontier

Explore multiscale dataflow computing for high-performance, energy-efficient systems. Learn about Maxeler's innovative approach, ecosystem, and applications in various industries.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Deep Learning in the Age of Zen, Vega, and Beyond

Explore deep learning challenges and solutions using AMD's Zen and Vega platforms, focusing on high-performance computing for training and inference in various applications.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video