MPI Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

The Multidimensional Phoneme Identification (MPI) Model

Explore Mario Svirsky's Multidimensional Phoneme Identification (MPI) Model and its applications in speech processing and auditory perception research.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

The Multidimensional Phoneme Identification MPI Model

Explore the Multidimensional Phoneme Identification (MPI) Model and its applications in speech processing and auditory perception research.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

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

Learn Modern Fortran programming, from basics to advanced parallel computing techniques like OpenMP, OpenACC, CUDA, and MPI. Gain practical skills through hands-on exercises and explore best practices for efficient code development.

• Independent
• On-Demand
• Free Online Course

NHR@FAU

Parallel Programming 2020

Master OpenMP and MPI programming techniques for high-performance computing through comprehensive lectures covering computer architecture, parallelism concepts, and hybrid programming approaches.

• YouTube
• 12 hours 30 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

Nvidia

Advanced Multi-GPU Programming with OpenACC - Lecture 2

Explore advanced multi-GPU programming techniques using OpenACC and MPI, covering domain decomposition, communication overlap, and tools for debugging and profiling MPI+OpenACC applications.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Canonical Ubuntu

Introduction to Numerical Computation Applications Using Ubuntu WSL

Explore numerical computing on Ubuntu WSL for efficient solver development and deployment, with practical examples and insights on streamlining workflows for complex engineering problems.

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

Nvidia

DGX Spark - Accelerated cuPyNumeric on your Desktop Cluster

Discover how to scale Python and NumPy programs across multi-GPU systems using NVIDIA cuPyNumeric without complex parallel computing code on DGX Spark desktop clusters.

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

Designing High-Performance Scalable Middleware for HPC, AI, and Data Science in Exascale Systems and Clouds

Explore high-performance middleware design for exascale systems, focusing on MVAPICH2 project's features and performance in HPC, AI, and data science applications across various platforms.

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

Production Multi-node Jobs with Gang Scheduling, K8s, GPUs and RDMA

Explore distributed execution of DL/ML jobs in Kubernetes, covering gang scheduling, GPU acceleration, and high-speed networking for improved performance and scalability.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Bring Batch Capability Into Kubernetes, Using AI and Big Data as an Example

Explore advanced scheduling features for batch workloads in Kubernetes, focusing on AI and big data applications using frameworks like TensorFlow and Spark. Learn about fair-share scheduling and the Volcano project.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Inside Livermore Lab

A Full-Wave Electromagnetic Simulator for Frequency-Domain S-Parameter Calculations

Explore an open-source electromagnetic simulator for S-parameter calculations, featuring adaptive mesh refinement, arbitrary order finite elements, and parallel processing using MFEM.

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

Inside Livermore Lab

Contact Constraint Enforcement Using the Tribol Interface Physics Library - MFEM Workshop 2023

Explore contact constraint enforcement in scientific simulations using Tribol, an open-source library for MFEM. Learn about MPI parallel implementation, Lagrangian methods, and integration with MFEM-based codes.

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