High Performance Computing Courses and Certifications

Introduction to Parallel Programming with CUDA

Learn parallel programming with CUDA to process large datasets using GPUs. Explore thread management, memory types, and performance optimization techniques for complex problem-solving on Nvidia hardware.

• Coursera
• 21 hours 39 minutes
• Self-Paced
• Paid Course

Parallel Computing with MPI

14 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
• Self-Paced
• Paid Course

All about NodeJS

1906 ratings at Udemy

Create & Deploy High Performance Node JS Apps on the Cloud and More !

• Udemy
• 15 hours 52 minutes
• Self-Paced
• Paid Course

Beginning C++ Templates

1197 ratings at Udemy

Understand templates in depth & create generic algorithms and classes.

• Udemy
• 1 hour 17 minutes
• Self-Paced
• Free Online Course

Career Certificate

Google Cloud AI Infrastructure

26 ratings at Coursera

Master AI infrastructure design and deployment using Google Cloud's Hypercomputer, GPUs, TPUs, and Kubernetes Engine to build high-performance ML solutions with optimized storage and networking.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Packt

GPU Programming with C++ and CUDA

Master GPU programming with C++ and CUDA, covering parallelism, optimization strategies, multi-GPU usage, and Python integration to build high-performance computing applications.

• Coursera
• 12 hours 19 minutes
• Self-Paced
• Paid Course

Coursera

OpenCL Programming

Master OpenCL programming for parallel computing across CPUs, GPUs, and FPGAs. Develop high-performance applications, optimize kernels, manage memory efficiently, and scale computations for AI, scientific simulations, and more.

• Coursera
• 3 hours 41 minutes
• Self-Paced
• Paid Course

Coursera

GPU Clusters & Containers

Unlock distributed AI training and production deployment using cloud GPU clusters and containerization strategies for scalable machine learning systems.

• Coursera
• 2 hours 5 minutes
• Self-Paced
• Paid Course

Omnibond: Creating an HPC Environment in Google Cloud with CloudyCluster

Create a complete HPC environment in Google Cloud using CloudyCluster, offering familiar on-prem features with cloud elasticity and scalability. Experience Open OnDemand tools, JupyterLab, and high-performance storage options.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

AI Infrastructure: Networking Techniques

Master Google Cloud's high-bandwidth, low-latency networking to optimize AI workloads from data ingestion through training to inference, maximizing computational performance.

• Coursera
• 3 hours 56 minutes
• Self-Paced
• Paid Course

Coursera

Advanced .NET with TPL & PLINQ: Conducting Performance Boost

Optimize .NET applications with Task Parallel Library and PLINQ. Learn to create parallel tasks, handle failures, implement cancellation, and perform parallel data queries for improved performance in data processing scenarios.

• Coursera
• 1 hour 57 minutes
• Self-Paced
• Paid Course

AI Infrastructure: Deployment Types

Explore Google Cloud's AI infrastructure deployment strategies, from Compute Engine to Kubernetes, with hands-on cluster creation and inference optimization techniques.

• Coursera
• 5 hours 11 minutes
• Self-Paced
• Paid Course

AI Infrastructure: Storage Options

Explore Google Cloud storage solutions optimized for AI and HPC workloads, from data preparation through model serving and archiving strategies.

• Coursera
• 3 hours 56 minutes
• Self-Paced
• Paid Course

C++ Programming from A-Z. Learn To Code Using C++

725 ratings at Udemy

Learn to code using C++ programming. Learn C++ programming from scratch. Start coding in C++ - Start programming in C++

• Udemy
• 4 hours 10 minutes
• Self-Paced
• Paid Course

Bogolyubov Institute for Theoretical Physics

Принципи роботи HPC на прикладі комп'ютерного кластеру

Дізнайтеся про принципи роботи високопродуктивних обчислень (HPC) на реальному прикладі комп'ютерного кластера, його архітектуру та практичне застосування.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video