Supercomputers Courses and Certifications

Linux Terminal for beginners

364 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

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

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 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

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

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

Alan Turing Institute

Hot Chips, AI Exploitation, and Supercomputers - Weekly AI News Roundup

Explore global chip wars, AI labor exploitation concerns, and supercomputer advancements. Discuss deepfakes in Diwali celebrations and enjoy AI-inspired music remix. Stay informed on key AI developments and their potential impacts.

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

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

USENIX

Full Lifecycle Data Analysis on a Large-scale Leadership Supercomputer

Comprehensive analysis of Sunway TaihuLight supercomputer data reveals insights into HPC operational management and I/O workload characteristics, offering valuable lessons for system optimization.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

From Two Strong Oxen to Billions of Fleas - The Evolution of Massively Parallel Distributed Supercomputers

Explore massively parallel distributed supercomputers, focusing on distributed-memory parallelism and RDMA through MPI. Gain insights into current designs and future challenges in high-performance computing.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Deinsum: Practically I/O Optimal Multi-Linear Algebra for Distributed Systems

Optimize distributed multilinear algebra computations with Deinsum framework. Automate data movement-optimal tiling and scheduling for enhanced performance in high-dimensional tensor operations.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Efficient AI: From Supercomputers to Smartphones

Explore techniques for efficient AI training and inference, from data ingestion to model compression, enabling powerful models on supercomputers and smartphones.

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