Parallel Processing Courses and Certifications

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
• Self-Paced
• Conference Talk

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
• Self-Paced
• Free Video

Linux Plumbers Conference

User-Level Threads with Threads

Explore efficient multi-threaded programming using user-level threads, covering new kernel interfaces and primitives for cooperative threading with sub-200ns context-switch times across various languages.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk

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
• Self-Paced
• Conference Talk

The Cherno

Faster Ray Tracing with Multithreading - Ray Tracing Series

Explore multithreading techniques to optimize ray tracing performance. Learn how to implement parallel processing for faster rendering and improved efficiency in C++ ray tracing algorithms.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Conference Talk

CppNow

Rust - Hack Without Fear

Explore Rust's ownership concept, memory safety, and parallelism advantages. Learn how Rust combines low-level control with high-level programming, ensuring thread safety and efficient abstractions.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Conference Talk

Java

Parallel Streams and CompletableFuture: Concurrency in Java 8 - Optimization Techniques

Explore Java 8's parallel streams and CompletableFuture for optimizing program speed, with insights on ExecutorService and concurrent programming techniques.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Data Science Dojo

Scale R to Big Data with Hadoop & Spark

Learn to scale R for big data using Hadoop and Spark. Set up a Spark cluster, wrangle HDFS data, and build/deploy machine learning models using Microsoft R Server and distributed processing libraries.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

CodeWithHarry

MultiProcessing in Python - Python Tutorial Day 98

Learn to optimize Python programs using multiprocessing, enhancing performance by utilizing multiple CPU cores for parallel execution of tasks.

• YouTube
• 20 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Learn With Jason

TanStack Query V4

Explore TanStack Query v4 with maintainer Dominik Dorfmeister, covering data fetching, caching, and state management across frameworks. Learn implementation, optimization, and upcoming features.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Unreal Engine

Speeding Up Game Logic in Unreal Engine - Unreal Fest Online 2020

Optimizing game logic for large-scale multiplayer titles using ECS, taskgraph extensions, and component-based processing to improve performance and enable automatic parallelization.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Raw Coding

Video Editing with ASP.NET Core, C#, FFMPEG, and LinqPad - Tricking Library Episode 17

Learn to integrate FFMPEG with C# for video editing, including audio/video removal and parallel processing, using ASP.NET Core and LinqPad.

• YouTube
• 26 minutes
• Self-Paced
• Free Video