High Performance Computing Courses and Certifications

NDC Conferences

Patterns for High-Performance C#

Explore techniques and code patterns for high-performance C#, from analysis to optimization. Learn to identify bottlenecks and apply optimization strategies used in database engine development.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Conference Talk

ACCU Conference

The Genius of RISC-V Microprocessors

Explore RISC-V's revolutionary design, its advantages over x86 and ARM, and its impact on embedded systems, high-performance computing, and machine learning hardware.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

ACCU Conference

A Tour of Julia

Explore Julia's high-performance capabilities, JIT compilation, and unique features like meta-programming and multiple dispatch. Learn how it combines Python-like productivity with C/C++-level performance.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Designing for Performance

Explore high-performance software design principles, focusing on achieving optimal system performance through effective architecture, algorithms, and implementation strategies.

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

GOTO Conferences

Mythbusting Modern Hardware to Gain Mechanical Sympathy

Demystifying modern hardware components for developers to optimize software performance, covering CPUs, memory, networking, and storage I/O.

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

GDC

Inertialization - High-Performance Animation Transitions in Gears of War

Explore a cutting-edge animation transition technique developed for Gears of War 4, enhancing performance and visual quality in game character movements.

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

Dave's Garage

IBM Stretch: Building the World's Fastest Computer

Explore the fascinating story of IBM 7030 "Stretch" supercomputer, its revolutionary technology, and how it was developed to perform complex nuclear simulations in the 1950s and 60s.

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

The Cherno

Making It Massively Faster by Using the GPU

Discover how to dramatically accelerate performance by leveraging GPU computing, with practical examples and implementation techniques for parallel processing tasks.

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

The Cherno

How to Run Code on the GPU Easily

Discover how to easily run code on GPUs with this tutorial covering GPU basics, a practical application demo, code review, and future development steps.

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

SciShow

How Do The World's Most Powerful Computers Work?

Explore the architecture and capabilities of Earth's top 5 supercomputers, uncovering how these technological marvels achieve unprecedented computational power.

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

Institute for Pure & Applied Mathematics (IPAM)

New Mathematics for the Exascale - Applications to Materials Science Tutorials 2023

Explore cutting-edge mathematical methods for exascale computing in materials science through density functional theory, molecular dynamics, and multiscale modeling techniques.

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

Tech Field Day

Demystifying AI and ML Infrastructure for Network Engineers

2 reviews

Discover how to build and optimize GPU clusters for AI workloads, focusing on inter-GPU networking, efficient communication protocols, and practical implementation using Cisco's infrastructure solutions.

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

MITCBMM

Singularity on OpenMind

1 review

Explore Singularity, an HPC container service, for efficient and reproducible research workflows. Learn implementation techniques and best practices for OpenMind integration.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

The Julia Programming Language

Julia in Astronomy and Astrophysics Research - JuliaCon 2022

Explore how Julia enhances astronomical research through talks on instrument simulation, stellar modeling, exoplanet characterization, cosmology, and more. Discover Julia's impact on productivity and scientific advancement in astronomy.

• YouTube
• 2 hours 58 minutes
• On-Demand
• Free Video

The Julia Programming Language

Interplay of Linear Algebra, Machine Learning, and HPC - JuliaCon 2021 Keynote

Explore the interplay of linear algebra, machine learning, and HPC with Dr. Li. Learn about fast solvers, low-rank compression, and how ML can optimize linear algebra computations for big data problems.

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