High Performance Computing Courses and Certifications

Career Certificate

Introduction to CUDA Kernel Programming

Learn CUDA from the ground up — manage GPU memory, launch 1D/2D kernels, optimize with shared memory, and build image-processing pipelines for parallel computing.

• CodeSignal
• 9 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

Mastering Redis with C# & StackExchange.Redis

Master Redis integration with C# using StackExchange.Redis, from basic data structures to advanced features like transactions, streams, and pub/sub for high-performance systems.

• CodeSignal
• 13 hours
• Self-Paced
• Free Certificate
• 5 courses

Mastering Redis for High-Performance Applications with C++

Master Redis's advanced features and C++ integration for building scalable, high-performance applications with streams, key management, messaging, and snapshotting capabilities.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

清华大学计算机科学与技术系六十周年系庆学术报告（二）系统

本课程收录了2018年5月至11月为庆祝清华大学计算机系建系六十周年举办的18场精彩学术报告，分为理论、系统、人工智能以及大数据四个系列。

• XuetangX
• Self-Paced
• Free Online Course

“神威·太湖之光”超级计算机优化方法与应用简介

“神威·太湖之光”超级计算机优化方法与应用简介

• XuetangX
• Self-Paced
• Free Online Course

Production Machine Learning Systems

1034 ratings at Coursera

Dive into building high-performing ML systems in production, covering key components, best practices, and design considerations for optimal performance and adaptability.

• Coursera
• 18 hours 46 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• Free Certificate

CUDA at Scale for the Enterprise

27 ratings at Coursera

Explore advanced GPU programming techniques for enterprise-scale applications, including multi-GPU systems, asynchronous workflows, and optimized algorithms for sorting and image processing.

• Coursera
• 1 day 4 hours 45 minutes
• Self-Paced
• Paid Course

CUDA Advanced Libraries

23 ratings at Coursera

Learn to use CUDA's advanced libraries like CuFFT, cuBLAS, and Thrust for complex computations and machine learning applications, including object detection and language translation.

• Coursera
• 1 day 2 hours 16 minutes
• Self-Paced
• Paid Course

Rust Fundamentals

240 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
• Self-Paced
• Paid Course

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

Mastering Parallel programming with CUDA platform

1870 ratings at Udemy

Unofficial guide to parallel programming on GPU's with CUDA from basic concepts to advance algorithm implementations.

• Udemy
• 10 hours 48 minutes
• Self-Paced
• Paid Course