Parallel Programming Courses and Certifications

EuroPython Conference

Python's Parallel Programming Possibilities - 4 Levels of Concurrency

Explore Python's parallel programming options: multiple machines, processes, threads, and green threads. Learn implementation techniques, potential pitfalls, and practical examples for each concurrency level.

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

Meeting Cpp

C++ Standard Parallelism - Portable Parallel Programming Across Platforms

Explore C++ Standard Parallelism: write portable parallel code for diverse hardware platforms. Learn about common algorithms, custom algorithm creation, and task graph composition.

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

CppNow

Parallel Programming Using Charm++ - C++Now

Explore Charm++, a C++-based parallel programming framework for high-performance computing across shared and distributed memory systems, using object-oriented principles for efficient and scalable software development.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Conference Talk

Rust

Bay Area Rust Meetup - Parallel Programming and Concurrent Data Structures

Explore parallel programming in Rust, covering topics like work stealing, concurrent data structures, and memory management in this Bay Area Rust Meetup session.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

EuroPython Conference

Lessons Learned in X Years of Parallel Programming

Insights and practical examples on advanced parallel programming in Python, covering performance, debugging, and useful libraries for both enterprise and scientific applications.

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

EuroPython Conference

Implementing Parallel Programming Design Patterns Using EFL for Python

Explore parallel programming in Python using EFL, a deterministic tool for multi-core CPUs. Learn design patterns, compare code translations, and discover efficient parallelization techniques.

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

EuroPython Conference

Programming in Parallel with Threads

Optimizing scientific simulations using threads for parallel processing, achieving significant speedup by leveraging IO tasks and multi-core CPUs.

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

ACM SIGPLAN

Efficient Parallel Functional Programming with Effects

Explore techniques for efficient parallel functional programming with unrestricted effects, improving performance while maintaining safety benefits through innovative memory management.

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

Nvidia

How to Write a CUDA Program - The Parallel Programming Edition

Dive into parallel programming concepts with CUDA architect Stephen Jones, exploring how GPU programming differs from CPU, techniques for optimization, and strategies for overcoming common challenges in massively-parallel computing.

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

Society for Industrial and Applied Mathematics

What Happens to a Dream Deferred? Chasing Language-Based Parallel Programming for HPC and AI

Explore how Fortran 2023 delivers functional programming for HPC and AI, featuring parallel PDE solvers and deep-learning algorithms with pure procedures and concurrent iterations.

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

EuroPython Conference

Parallel Programming and Cython

Explore Cython's parallel programming capabilities, from prange loops to threading modules, C++ standard library integration, and new freethreaded Python features like critical sections.

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

The Julia Programming Language

Kernels Without Borders - Parallel Programming with KernelAbstractions.jl

Master parallel programming across different hardware using KernelAbstractions.jl to write GPU-style kernels once and run them on CPUs, GPUs, and other devices seamlessly.

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

Modern Java: Mastering Features from Java 8 to Java 25

14832 ratings at Udemy

"Master Java 8 to Java 25: Functional Programming, Records, Sealed Classes, Pattern Matching, and more through hands-on.

• Udemy
• 15 hours 49 minutes
• Self-Paced
• Paid Course

Java Multithreading, Concurrency & Performance Optimization

14268 ratings at Udemy

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

• Udemy
• 5 hours 26 minutes
• Self-Paced
• Paid Course

Introduction to Java Concurrency

Master essential Java multithreading concepts, from thread creation to lock-free programming, while learning to build robust concurrent applications using synchronization and atomic variables.

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