Parallel Programming Courses and Certifications

Learn Parallel Programming with C# and .NET

4494 ratings at Udemy

Discover the core multithreading and parallelization concepts supported by the .NET framework.

• Udemy
• 5 hours 18 minutes
• Self-Paced
• Paid Course

Parallel Programming Concepts

5 ratings

Explore parallel programming foundations, from shared memory to distributed systems, covering key concepts, architectures, and best practices for modern software development.

• openHPI
• Self-Paced
• Free Certificate

Parallel programming (Scala 2 version)

Apprenez les fondamentaux de la programmation parallèle en Scala, de la parallélisation des tâches à celle des données. Explorez les concepts clés à travers des exemples pratiques et maîtrisez les collections parallèles pour optimiser les performances.

• Coursera
• 1 day 8 hours 54 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

Packt

Concurrent and Parallel Programming in Python

12 ratings at Coursera

Master concurrent and parallel programming in Python. Explore threading, multiprocessing, and asynchronous techniques to optimize performance and build scalable applications.

• Coursera
• 7 hours 32 minutes
• Self-Paced
• Paid Course

Packt

Java Multithreading and Parallel Programming Masterclass

Master Java multithreading and parallel programming. Learn thread management, synchronization, reusability, and real-world applications. Tackle famous problems and optimize performance in modern frameworks.

• Coursera
• 11 hours 17 minutes
• Self-Paced
• Paid Course

Concurrent and Parallel Programming in Python

743 ratings at Udemy

Master concurrent programming in Python by implementing multi-threading, multiprocessing, and asynchronous operations to optimize performance and speed up IO-bound and CPU-intensive applications.

• Udemy
• 6 hours 8 minutes
• Self-Paced
• Paid Course

Parallel Programming with Dask in Python

Learn how to take the Python workflows you currently have and easily scale them up to large datasets without the need for distributed computing environments.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Computer Architecture

6 ratings

In this course, you will learn to design the computer architecture of complex modern microprocessors. All the features of this course are available for free. It does not offer a certificate upon completion.

• Coursera
• 2 days 1 hour 38 minutes
• Self-Paced
• Paid Course

Parallel Programming for Beginners: Wolfram U

Explore parallel programming in Wolfram Language: optimize CPU usage, run simultaneous operations, and manage kernels for efficient problem-solving in computational tasks.

• Wolfram U
• 50 minutes
• Self-Paced
• Free Online Course

Devoxx

Parallel and Asynchronous Programming with Streams and CompletableFuture

Explore parallel streams and CompletableFuture for efficient Java 8 programming. Learn implementation, best practices, pitfalls, and optimal use cases for enhanced performance and concurrency.

• YouTube
• 3 hours 14 minutes
• Self-Paced
• Conference Talk

ACM SIGPLAN

LLOR: Automated Repair of OpenMP Programs

Discover LLOR, a tool for automatically repairing data race errors in OpenMP parallel programs by optimizing synchronization constructs placement in C/C++ and Fortran code.

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

INSAIT Institute

Programming the Machines of Tomorrow Today - Legion Programming Model

Explore Legion, a programming model for hierarchical data and computation organization, and its applications in high-productivity libraries for complex machines.

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

ACM SIGPLAN

Responsive Parallelism with Synchronization

Explore a novel approach combining static and dynamic techniques to prevent priority inversion in concurrent programs using mutexes and condition variables, enhancing responsiveness and efficiency.

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

ACM SIGPLAN

Automatic Parallelism Management - POPL 2024

Explore techniques for automatic parallelism management in high-level languages, combining static and runtime approaches to optimize performance without manual tuning.

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