High Performance Computing Courses and Certifications

高性能计算

掌握高性能计算的基础知识，包括并行计算、分布式系统架构、性能优化技术和实际应用案例分析，提升系统开发和优化能力。

• XuetangX
• On-Demand
• Free Online Course

Amazon Web Services;  Amazon

Getting Started with Amazon MemoryDB for Redis (Simplified Chinese)

了解Amazon MemoryDB for Redis的工作原理、技术概念、使用案例和优势。学习如何通过AWS管理控制台、CLI和SDK创建和使用MemoryDB集群，适合IT专业人员和数据工程师。

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

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
• On-Demand
• Paid Course

Rust Fundamentals

225 ratings at Coursera

Comprehensive Rust programming course covering fundamentals to advanced concepts. Learn efficient coding, error handling, and project management for reliable, high-performance applications.

• Coursera
• 1 day 16 hours 12 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Fortran For Beginners

377 ratings at Udemy

Master the fundamentals of Fortran programming, from setup to advanced concepts like modules and derived types, ideal for scientists and engineers seeking high-performance computing skills.

• Udemy
• 3 hours 53 minutes
• On-Demand
• Paid Course

LAFF-On Programming for High Performance

Learn to squeeze high performance out of modern CPUs.

• edX
• 5 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Stanford CS149 - Parallel Computing 2023

3 reviews

Master parallel computing fundamentals from multi-core CPUs to GPUs, covering hardware design, programming techniques, and performance optimization for modern systems.

• YouTube
• 1 day 19 minutes
• On-Demand
• Free Video

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

Linux for Scientific Computing Masterclass - 10.5 Hours

139 ratings at Udemy

Linux Command Line Masterclass for Bash Shell Scripting, HPC Job-schedulers, PBS Pro, Slurm and Bright Cluster Manager

• Udemy
• 10 hours 46 minutes
• On-Demand
• Paid Course

Certified Infra AI Expert: End-to-End GPU-Accelerated AI

137 ratings at Udemy

Master GPUs, Omniverse, Digital Twins, AI Containers, Triton Inference, DeepStream, and ModelOps

• Udemy
• 2 hours 35 minutes
• On-Demand
• Paid Course

AI Application Boost with RAPIDS GPU Acceleration

127 ratings at Udemy

High-speed and high-performance GPU and CUDA computing! Build Data Science pipelines 50 times faster!

• Udemy
• 6 hours 31 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

Intermediate Fortran

59 ratings at Udemy

Intermediate Level Programming Concepts Implemented in Fortran

• Udemy
• 2 hours 51 minutes
• On-Demand
• Paid Course

Learn Java Multithreading from Scratch by Ashish Gadpayle

27 ratings at Udemy

Become an expert in Multithreading & Parallel programming in Java, with strong emphasis on high performance

• Udemy
• 1 hour 59 minutes
• On-Demand
• Free Online Course