Parallel Computing Courses and Certifications

C++ Workflow - Task-based Parallel Computing and Asynchronous Networking Engine

基于任务的并行计算和异步网络引擎,支持高并发请求处理。整合通信、计算、IO等异步资源,提供任务流概念实现复杂业务逻辑。跨平台、多协议,具备服务管理和负载均衡能力。

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

Gopher Academy

Building Production Applications Using Go & SQLite

Explore building scalable applications using Go and SQLite, focusing on recent advancements, configuration tips, and strategies for improving data durability and performance.

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

Java

Writing Fast Java Code with the Vector API - JEP Café 18

Explore Java's Vector API for SIMD-based parallel computing, boosting performance through CPU optimization. Learn creation, manipulation, and efficient use of vectors for various computations.

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

StatQuest with Josh Starmer

Transformer Neural Networks, ChatGPT's Foundation, Clearly Explained

Clear explanation of Transformer Neural Networks, the foundation of ChatGPT and modern AI. Covers key concepts like word embedding, self-attention, and encoder-decoder architecture.

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

The Julia Programming Language

GPU Programming in Julia - Workshop

Comprehensive workshop on GPU programming in Julia, covering CUDA, AMDGPU, and oneAPI packages. Explores array operations, kernel programming, profiling, and real-world applications across different GPU architectures.

• YouTube
• 3 hours 5 minutes
• On-Demand
• Free Video

Strange Loop Conference

Systems That Run Forever - Self-Heal and Scale

Explore architectural principles for building scalable, fault-tolerant systems using isolated parallel components, error detection, and live code upgrades, with insights from Erlang's design.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Conference Talk

Strange Loop Conference

Unison - A New Distributed Programming Language

Explore Unison, a functional language for distributed systems. Learn its unique features, including self-deployment, elastic scaling, and simplified code management for building complex distributed applications.

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

Strange Loop Conference

Haxl - A Big Hammer for Concurrency

Explore Haxl, Facebook's framework that flips the default from sequential to concurrent programming, enhancing I/O, concurrency, testing, and debugging in software development.

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

Nvidia

OpenGL and CUDA-Based Tessellation

Explore advanced tessellation techniques using CUDA to overcome OpenGL limitations, enabling higher-order surfaces, custom UV coordinates, and trimming curves for improved visual quality in graphics rendering.

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

EmacsConf and Emacs hangouts

Emacs - The Editor for the Next Forty Years

Exploring Emacs' future: modernizing with Rust, enhancing HTML rendering, integrating developer tools, and expanding functionality while preserving its essence as a powerful, extensible editor.

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

CppCon

Lock-free Atomic Shared Pointers Without a Split Reference Count - Implementation Strategies

Explore lock-free atomic shared pointers implementation without split reference count. Learn an elegant solution using hazard pointers for improved performance in concurrent C++ programming.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

CppCon

Implementing Understandable World Class Hash Tables in C++ - CppCon 2022

Explore world-class hash table implementation in C++, focusing on Robin Hood hashing, parallel computation, and SIMD operations. Learn to optimize performance while maintaining code clarity and understandability.

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

CppNow

Unlocking Modern CPU Power - Next-Gen C++ Optimization Techniques

Explore cutting-edge C++ optimization techniques for modern CPUs, covering architecture changes, benchmarking challenges, and practical strategies to enhance code performance on latest processors.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Video

Discover AI

Mixture of Experts (MoE) in Large Language Models - A Simple Guide

Delve into the architecture and functionality of Mixture of Experts (MoE) systems in language models through clear examples and technical insights about token routing, gating networks, and computational efficiency.

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

Discover AI

Why JAX - Comparing Speed and Scalability of Machine Learning Frameworks in 2023

Discover how JAX revolutionizes machine learning with 100x GPU acceleration, superior scalability, and cost-effective cloud infrastructure compared to TensorFlow and PyTorch.

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