Supercomputers Courses and Certifications

Yannic Kilcher

Self-Driving from Vision Only - Tesla's Self-Driving Progress by Andrej Karpathy - Talk Analysis

Analysis of Tesla's vision-only self-driving progress, discussing data labeling, edge-case sampling, neural network training, and the advantages of camera-only systems over multi-sensor approaches.

• YouTube
• 24 minutes
• On-Demand
• Free Video

The Royal Institution

Neuromorphic Computing - Faster Solutions for Scientific Breakthroughs

1 review

Explore neuromorphic computing with Johan Mentink, learning how brain-inspired computing paradigms offer energy-efficient, faster solutions to computational problems that could enable scientific breakthroughs.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Paul G. Allen School

Fast and Accurate Deep Neural Networks Training

Exploring LARS and LAMB optimizers for scaling deep learning on supercomputers, enabling faster training and higher accuracy in AI applications across various industries.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Paul G. Allen School

Domain Specific Architectures for Deep Neural Networks: Three Generations of Tensor Processing Units

Exploring three generations of Tensor Processing Units (TPUs) for deep neural networks, highlighting performance improvements and the rise of domain-specific architectures in the post-Moore's Law era.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

TED

How Do I Compute the Body Electric?

Explore computational physics and supercomputing to revolutionize personalized medicine through advanced simulations of the human body.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

Microsoft AI Innovations - Architecture and Infrastructure

Explore Microsoft's AI architecture with Azure CTO Mark Russinovich: supercomputers, efficient infrastructure, sustainable datacenters, AI-aware resource management, GPU optimization, and confidential computing advancements.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Yannic Kilcher

Machine Learning News: Gemma, Gemini, Groq, Sora, and AI Developments

Explore latest ML developments: Gemma, Groq, Sora, Gemini updates. Dive into hardware advancements, AI ethics, and amusing incidents. Stay informed on cutting-edge AI progress and industry news.

• YouTube
• 43 minutes
• On-Demand
• Free Video

HOTI - Hot Interconnects Symposium

Accelerator Clusters: The New Supercomputer

Discover how accelerator clusters are revolutionizing supercomputing through NVIDIA's innovative approach to high-performance computing architecture and interconnect technologies.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Black Hat

How Supercomputer-Scale Neural Network Models Apply to Defensive Cybersecurity Problems

Explore how large-scale neural networks revolutionize cybersecurity, enabling custom explanations of attacker behavior and improved threat detection with limited data. Learn to leverage public models like GPT-3 for security applications.

• YouTube
• 35 minutes
• On-Demand
• Conference Talk

International Centre for Theoretical Sciences

Introduction to Numerical Relativistic Hydrodynamics - Lecture 2

Explore advanced concepts in numerical relativistic hydrodynamics, focusing on mathematical formulations and computational techniques for modeling high-energy astrophysical phenomena.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Introduction to Numerical Relativistic Hydrodynamics - Lecture 5

Explore advanced concepts in numerical relativistic hydrodynamics, focusing on computational techniques for modeling high-energy astrophysical phenomena and gravitational wave sources.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 1

Explore modern numerical methods for solving Einstein's equations in computational relativity, essential for modeling gravitational waves from black hole and neutron star mergers.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Video

GOTO Conferences

Digital Infrastructure and Digital Utilities

Explore the Internet of Things' impact on daily infrastructure, discussing opportunities, challenges, and architectural patterns for digital systems in various sectors.

• YouTube
• 54 minutes
• On-Demand
• Conference Talk

USENIX

Building a 5-Exaflop Supercomputer for Meta-AI Research and Large-Scale Model Training

Explore the architecture, construction, and operation of Meta's 5-exaflop AI Research SuperCluster, supporting large-scale model training with insights on monitoring and observability for cutting-edge AI development.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Inside Livermore Lab

MFEM: High-Performance Finite Element Methods Tutorial - 2024

Explore MFEM, a parallel C++ library for finite element methods. Learn to develop scalable algorithms for various platforms, from laptops to supercomputers.

• YouTube
• 1 hour 57 minutes
• On-Demand
• Free Video