High Performance Computing Courses and Certifications

Open Compute Project

Enhancing RAS in AI Hardware and High-Performance Computing with Real-Time Health Monitoring

Discover how Real-Time Health Monitoring enhances reliability in AI hardware and data centers by predicting failures, preventing downtime, and mitigating silent data corruption through embedded deep data monitoring.

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

AWS Events

Sustainable Computing for Climate Solutions - High Performance Computing with AWS

Discover how to optimize HPC workloads for environmental challenges using AWS services like Batch, ParallelCluster, and Graviton processors for sustainable climate computing.

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

Inside Livermore Lab

Axom - High Performance Computing Software Components Tutorial

Discover Axom's robust software components for building high-performance scientific computing applications and learn collaborative infrastructure development strategies.

• YouTube
• 1 hour 47 minutes
• On-Demand
• Free Video

High Performance Computing

1 review

Comprehensive exploration of advanced parallel computing techniques, covering MPI, OpenMP, GPU acceleration, and applications in scientific domains. Includes hands-on exercises for practical skill development.

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

High Performance Computing

This course will give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. Offered at Georgia Tech as CS6220

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Efficient Programming

Master bottleneck identification and optimization techniques for high-performance computing environments, covering profiling, vectorization, memory optimization, and parallel computing strategies.

• Coursera
• 7 hours 40 minutes
• On-Demand
• Paid Course

Introduction to High-Performance and Parallel Computing

160 ratings at Coursera

Explore high-performance computing fundamentals, from Linux basics to parallel programming models. Gain skills in big-data analysis, machine learning, and code optimization for scientific and engineering applications.

• Coursera
• 14 hours 4 minutes
• On-Demand
• Paid Course

Stanford Seminar - Beyond Floating Point - Next Generation Computer Arithmetic

Exploring posits as a superior alternative to IEEE 754 floats, offering larger dynamic range, higher accuracy, and simpler implementation for next-generation computer arithmetic.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

High Performance Computing with Linux

181 ratings at Udemy

This course teaches you how to use Linux performance tools to develop powerful Linux projects.

• Udemy
• 1 hour 58 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

The Royal Institution

Computer Modelling for Molecular Science – With Sir Richard Catlow

Explore how high-performance computer simulations revolutionize scientific understanding, from molecular behavior to planetary-scale hypotheses, with applications in crystallography, materials science, and battery technology.

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

CUDA Programming - High-Performance Computing with GPUs

1 review

Master CUDA programming for GPU-accelerated computing and deep learning. Covers ecosystem, setup, kernels, API, optimizations, Triton, PyTorch extensions, and practical MNIST implementation.

• freeCodeCamp
• 11 hours 55 minutes
• On-Demand
• Free Video

Master quantum error correction fundamentals through this assessment quiz to earn your Quantum diagonalization algorithms badge via Credly.

• IBM Training
• 1 hour
• On-Demand
• Free Online Course

Run high-performance computing (HPC) applications on Azure

Optimize high-performance computing on Azure: deploy, manage, and accelerate HPC workloads using Azure Batch, CycleCloud, and specialized storage solutions. Gain hands-on experience with parallel processing and cluster management.

• Microsoft Learn
• 5 hours 9 minutes
• On-Demand
• Free Online Course

The Julia Programming Language

A Superfacility Model for Data-Intensive Science

Explore data-intensive science challenges, high-performance computing, and the role of programming languages like Julia in addressing big data and computational demands in scientific research.

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