Parallel Programming Courses and Certifications

Parallel programming

6 ratings

Learn task and data parallelism in Scala: parallelize map, reduce and scan, microbenchmark parallel code, and apply parallel collections to algorithms like k-means clustering.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

Parallel Programming in R

78 ratings at DataCamp

Speed Up Your Code with Parallel Programming R programming language is a key part of the modern tech stack.

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

Parallel Programming in Java

1242 ratings at Coursera

Learn to write parallel Java programs using ForkJoin, Future, Stream, and Phaser, applying computation graphs, work and span, Amdahl's Law, barriers, and data-race avoidance.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

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

Learn the foundations of parallel programming: semaphores and actors, shared and distributed memory parallelism, accelerators, task parallelism, message passing, and proven patterns.

• openHPI
• Self-Paced
• Free Certificate

Parallel programming (Scala 2 version)

Learn task and data parallelism in Scala: parallelize map, reduce and scan, estimate work and depth, microbenchmark code, and use parallel collections on k-means clustering.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

Parallel Programming for Beginners: Wolfram U

Learn how to identify suitable problems for parallel processing and manage parallel computation kernels in Wolfram Language.

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

NHR@FAU

Parallel Programming 2020

Master OpenMP and MPI programming techniques for high-performance computing through comprehensive lectures covering computer architecture, parallelism concepts, and hybrid programming approaches.

• YouTube
• 12 hours 30 minutes
• Self-Paced
• Free Video

Parallel Computing in R

This course covers in detail the tools available in R for parallel computing.

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

The Julia Programming Language

Productive Parallel Programming with Dagger.jl - JuliaCon 2024 Workshop

Learn to write fast, parallel Julia code using Dagger.jl. Explore various programming interfaces, build example programs, and gain insights into parallelism through logging and profiling capabilities.

• YouTube
• 3 hours 1 minute
• Self-Paced
• Free Video

ACCU Conference

Think Parallel - Changing Mindsets for Parallel Programming in C++

Explore parallelism in C++ through four algorithms, uncovering key principles and implementation strategies to shift your mindset towards parallel thinking in modern programming.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

GeeCON Conference

A Parallel Programming Language Extension for Java

Explore a simplified, intuitive parallel programming model for Java using compositional operators, enhancing efficiency and correctness.

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

NDC Conferences

Block-Based Parallel Programming

Discover block-based parallel programming for CPUs and GPUs using Python and C++, featuring NVIDIA's cuTile and practical examples like LLAMA3 demos and FFT solvers.

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

Devoxx Poland

Java - Parallel Programming is Hard

Explore the challenges of parallel programming in Java with René Schwietzke's insightful examination of common pitfalls and effective solutions.

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

Meeting Cpp

Think Parallel - Understanding Parallelism and Asynchrony in Modern Programming

Explore parallel programming fundamentals through practical examples, learning to design efficient algorithms and data structures for modern parallel hardware architectures and concurrent execution.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video