High Performance Computing Courses and Certifications

Microcredential

High-Performance and Parallel Computing

174 ratings at Coursera

Unlock parallel computing skills for scientists and engineers, covering Linux, optimization, profiling, and MPI programming to accelerate complex simulations and data processing.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

IIT Bombay;  NPTEL

High Performance Scientific Computing

Master high-performance computing fundamentals, parallel programming with OpenMP and MPI, GPU computing, and scientific visualization tools for advanced computational research and simulation applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Practical High-Performance Computing

Master high-performance computing through parallel programming, covering MPI, OpenMP, GPU tools, and practical applications in scientific computing. Learn optimization techniques and implement real-world HPC projects.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

AWS Events

High Performance Computing on AWS for Semiconductors and Healthcare Life Sciences

Discover how high performance computing on AWS drives innovation in semiconductor design and healthcare, featuring practical demonstrations of complex simulation workloads and scalable infrastructure.

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

John Savill's Technical Training

High Performance Computing in Azure - Architecture and Implementation Guide

Master Azure's High Performance Computing capabilities, including compute options, storage solutions, and orchestration tools for both parallel and tightly coupled workloads using InfiniBand networking and specialized VM series.

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

HOTI - Hot Interconnects Symposium

Networking Technologies for High-Performance Computing - Principles and Solutions

Explore advanced networking principles and solutions for high-performance computing systems, focusing on interconnect technologies, design strategies, and optimization techniques.

• YouTube
• 3 hours 2 minutes
• On-Demand
• Free Video

Inside Livermore Lab

HPC Software Tutorials - Modern High Performance Computing Stack

Master modern HPC software tools including Spack, RAJA, Flux, and performance analysis with hands-on tutorials from Lawrence Livermore National Laboratory's experts.

• YouTube
• 1 day 19 hours 34 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Axom: Building Blocks for High Performance Scientific Computing Applications - Tutorial 2024

Explore Axom's robust software components for building high-performance scientific computing applications, fostering collaboration and shared infrastructure across projects.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Ubuntu OnAir

Breaking Down Barriers to High-Performance Computing

Exploring initiatives to enhance Ubuntu for scientific computing and HPC, discussing open-source projects, promoting wider adoption, and addressing challenges in the HPC ecosystem.

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

Imperial College London

Introduction to EasyBuild for High Performance Computing

Learn to simplify software installation on HPC platforms using EasyBuild, a powerful framework for building and managing scientific software stacks.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

NHR@FAU

Experiments and Data Presentation in High Performance Computing

Learn effective techniques for conducting experiments and presenting data in high performance computing. Master key aspects of scientific benchmarking, statistical analysis, and data visualization for HPC research.

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

NHR@FAU

The Comedy Club of High-Performance Computing: Low-Rank Matrix Approximation Takes the Stage

Explore high-performance computing implementation of Tile Low-Rank Matrix-Vector Multiplication, its applications in seismic processing and astronomy, and performance advantages over dense implementations.

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

NHR@FAU

Configuration-Aware Performance Analysis for High-Performance Computing Frameworks

Explore configuration-aware performance analysis for HPC frameworks, focusing on feature selection impact and identifying performance regressions across software releases.

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

HyperComplex Seminar

Low-energy High-performance Computing Based on Superconducting Technology

Explore superconducting computing's potential for energy-efficient, high-performance applications. Learn about SFQ logic, adiabatic logic, and innovative circuit technologies advancing post-CMOS computing.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Google Cloud Tech

High Performance Computing Workloads on Google Cloud

Explore Google Cloud's HPC solutions for critical workloads, infrastructure advancements, and customer deployments in computational sciences and AI/ML.

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