Parallel Programming Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Conference Talk

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• Free Certificate

Introduction to C++ Concurrency

Master modern C++ concurrency fundamentals, from thread management to synchronization techniques, and build practical multithreaded applications while preventing common race conditions.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Go Coding Practice for Technical Interviews

Master Go programming through hands-on problem-solving exercises, focusing on slice operations, string manipulation, and parallel processing to build technical interview readiness.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Advanced Concurrency Utilities

Master advanced Java concurrency utilities like Semaphores, Barriers, and Phasers to coordinate complex thread interactions and solve real-world synchronization challenges through hands-on applications.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Advanced Real-Life Concurrency Challenges

Master advanced concurrency patterns through hands-on challenges, from building multi-threaded download managers to implementing parallel merge sort and thread-safe caching solutions.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Multithreading,Parallel & Asynchronous Coding in Modern Java

2068 ratings at Udemy

Learn to use Multithreading in Java using the ParallelStreams API and CompletableFuture API using the Hands-On approach.

• Udemy
• 6 hours 52 minutes
• On-Demand
• Paid Course