MPI Courses and Certifications

Parallel Computing with MPI

13 ratings at Coursera

Master parallel programming with MPI for high-performance computing, covering communication techniques, performance optimization, and advanced concepts for scalable solutions.

• Coursera
• 7 hours 58 minutes
• On-Demand
• Paid Course

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

The Role of MPI in Modern AI - Rusty Lusk's Legacy

Explore MPI's crucial role in modern AI and its impact on parallel computing, honoring Rusty Lusk's contributions to the field.

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

NHR@FAU

Asynchronous MPI Communication with OpenMP Tasks - Spawning Task Dependency Graphs Across Nodes

Explore asynchronous MPI communication with OpenMP tasks to improve parallel code scalability. Learn to integrate MPI detached communication for real asynchronous execution across processes.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

NHR@FAU

New Features in MPI 4.0

Explore new features in MPI 4.0, including large-count routines, persistent collectives, and the Sessions Model. Learn about hardware-based communicator splitting and improvements in error handling.

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

LinaroOrg

Linaro Forge Thread Affinity Advisor - Optimizing the Performance of Your MPI OpenMP Jobs

Discover how to optimize MPI/OpenMP job performance with Linaro Forge's Thread Affinity Advisor, focusing on proper thread affinity configuration to prevent silent performance degradation, especially when porting to new systems.

• YouTube
• 22 minutes
• 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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Offloaded MPI Message Matching - An Optimistic Approach

Explore optimistic tag matching for MPI message delivery using SmartNICs to free CPU resources while maintaining performance in high-performance computing environments.

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

Codeynamics

Parallel Computing in OpenFOAM Using MPI - DecomposePar and ReconstructPar Tutorial

Learn to set up parallel computing with MPI in OpenFOAM, including decomposePar and reconstructPar operations, for enhanced simulation efficiency.

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

DevConf

MPI Meets Machine Learning - Unlocking PyTorch Distributed for Scaling AI Workloads

Discover how PyTorch distributed computing bridges HPC and deep learning, exploring FSDP, tensor parallelism, and scaling techniques for massive AI model training across hundreds of nodes.

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

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

OpenFOAM for Absolute Beginners

220 ratings at Udemy

Master OpenFOAM and computational fluid dynamics through hands-on projects, from basic mesh generation to advanced multiphase simulations, parallel processing, and real-world aerodynamics applications.

• Udemy
• 5 hours 7 minutes
• On-Demand
• Paid Course

Complete C++ Scientific Programming Bundle - 21 Hours!

116 ratings at Udemy

Scientific Programming with C++ Masterclass with STL, BOOST, CUDA, OpenMP and MPI Libraries: 21 Hours!

• Udemy
• 21 hours 12 minutes
• On-Demand
• Paid Course

CppNow

Automatic Hybrid MPI+OpenMP Code Generation

Explore hybrid MPI+OpenMP parallelization techniques and tools for multi-core processors, including BSP++, a C++ library for parallel programming, and BSPGen, an automatic code generation framework.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Conference Talk

OpenFabrics Alliance

Open MPI and Libfabric Integration for the Frontier Supercomputer

Delve into high-performance computing optimization through Open MPI and libfabric implementation on Frontier supercomputer, focusing on AMD MI250X architecture and HPE Slingshot NICs integration.

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

OpenFabrics Alliance

High Performance Scalable Support for Big Data Stacks with MPI - Leveraging MPI4Spark and MPI4Dask

Discover how MPI4Spark and MPI4Dask enhance big data frameworks by leveraging high-speed networks and HPC systems for improved performance and scalability in distributed computing environments.

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