Supercomputers Courses and Certifications

Linux Terminal for beginners

345 ratings at Udemy

Learn essential Linux terminal commands to control systems, manage files, and boost your IT career. Gain practical skills for server management and embedded systems.

• Udemy
• 1 hour 4 minutes
• On-Demand
• Paid Course

Tech Recruiting Foundations: 2 Understanding Hardware and Operating Systems

739 ratings at LinkedIn Learning

Learn enough about hardware and operating systems to be able to recruit and hire effectively for related roles in IT.

• LinkedIn Learning
• 39 minutes
• On-Demand
• Free Trial Available

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

TEDx

Analog Supercomputers - From Quantum Atom to Living Body

Explore analog computation's potential to revolutionize supercomputers, drawing inspiration from nature, quantum physics, and biology to solve complex problems and create innovative algorithms.

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

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

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

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

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

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

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

Inside Livermore Lab

Flux: A Flexible Resource Management Framework for HPC Systems - Tutorials 2024

Explore Flux, a flexible resource management framework for HPC systems, through hands-on demonstrations and practical applications.

• YouTube
• 58 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

Open Compute Project

Designing In-House Server Solutions for Modern GPU Cloud Computing

Discover innovative approaches to designing energy-efficient servers and data centers optimized for ML-focused GPUs, with insights into thermal management and power consumption optimization.

• YouTube
• 17 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