High Performance Computing Courses and Certifications

The Julia Programming Language

Julia for High-Performance Computing - JuliaCon 2022

Explore Julia's capabilities for high-performance computing through expert talks on scalability, GPU support, MPI integration, and real-world applications in scientific and engineering domains.

• YouTube
• 2 hours 20 minutes
• Self-Paced
• Free Video

The Julia Programming Language

Hands-on Julia for High-Performance Computing on GPUs and CPUs

Hands-on workshop exploring Julia for high-performance computing on CPUs and GPUs. Learn resource management, distributed computing, code optimization, and develop a parallel application on NERSC's Perlmutter supercomputer.

• YouTube
• 3 hours 35 minutes
• Self-Paced
• Free Video

EuroPython Conference

Python for High Performance and Scientific Computing

Explore Python's capabilities for high-performance and scientific computing, enhancing your skills in numerical simulations and data analysis for research and industry applications.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

CppNow

C++ Use in High Performance Computing Within DOE - Past and Future

Exploration of C++'s role in high-performance computing at the Department of Energy, examining historical applications and future prospects in scientific and technical computing.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Conference Talk

linux.conf.au

Open and High Performance Computing

Explore open hardware for high-performance computing, from embedded systems to supercomputers. Learn about OpenPOWER's ecosystem, emphasizing transparency and open-source principles in hardware and software stacks.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

Society for Industrial and Applied Mathematics

Digital Twins: How High-Performance Computing Drives Personalized Models

1 rating

Explore digital twins in engineering, geosciences, and medicine. Learn about high-performance computing's role in creating virtual replicas for predictive maintenance and personalized healthcare decisions.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

GOTO Conferences

Solving Hard Problems with Quantum & High-Performance Computing in The Cloud

Explore quantum computing's integration with high-performance computing in the cloud, its applications in chemistry, logistics, and finance, and learn about Kvantify's approach to solving complex industry problems.

• YouTube
• 36 minutes
• Self-Paced
• Conference Talk

Docker

Accessible High Performance Computing for Everyone with Docker and Containers

Learn to leverage Docker and containers for accessible high-performance computing, exploring use cases, challenges, and solutions in weather forecasting, disaster response, and scientific environments.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

Building Bridges - Cloud Native and High Performance Computing

Explore the integration of Cloud Native technologies with High Performance Computing, focusing on recent advancements and challenges in resource sharing for compute-intensive workloads in secure environments.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Can I Cook a 5 o'clock Compiler Cake and Eat It at 2? - Optimizing Compilers for High-Performance Computing

Explore ML-enhanced compilers and domain-specific code generators in high-performance computing. Examine the programmability/performance dilemma and potential solutions for future compiler development.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Heterogeneous Serverless Computing for High-Performance Computing and AI Workloads

Explore heterogeneous serverless computing for efficient HPC, HPDA, and AI workloads. Learn about innovative accelerator uses and flexible deployment models from edge to exascale.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Canonical Ubuntu

Juju on Metal for High Performance Computing

Explore MAAS and Juju for deploying bare metal HPC workloads. Learn how charms integrate with MAAS to efficiently manage clusters for various applications, from LXD to OpenStack.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

EuroPython Conference

High-Performance Computing on Gamer PCs

Explore high-performance computing techniques using consumer-grade hardware, optimizing algorithms for gaming PCs to achieve powerful computational results.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

High-Performance Computing on Gamer PCs

Explore high-performance computing techniques using consumer-grade hardware, optimizing algorithms for gaming PCs to achieve powerful computational results.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

CppNow

The Numerical Template Toolbox for High Performance Computing

Explore the Numerical Template Toolbox for high-performance computing in C++, focusing on efficient array operations, architectural optimization, and intuitive API design using Boost components.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Conference Talk