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High-Performance and Parallel Computing

Unlock the power of modern computing systems with this hands-on specialization designed for scientists, engineers, scholars, and technical professionals. Whether you're working with large datasets, building machine learning models, or running complex simulations, high-performance computing (HPC) skills can significantly accelerate your work. Throughout the specialization, you'll build a strong foundation in parallel and distributed computing. You’ll start by learning the basics of Linux environments, shell scripting, and strategies for writing optimized code. You’ll explore how to identify and resolve performance bottlenecks using profiling tools and gain a high-level understanding of modern HPC and cloud architectures. Finally, you’ll dive into parallel programming using the Message Passing Interface (MPI) for scalable code in distributed systems. By the end of this specialization, you’ll be equipped with practical tools and techniques to write efficient, scalable code for high-performance environments. Prior experience with C, C++, or Python is recommended.

Status: Hardware Architecture
Status: C and C++
AdvancedSpecialization

Top reviews across High-Performance and Parallel Computing

JY

Reviewed Aug 15, 2022

T​he content is a good start for those who had little programing experience. The assignments drove me creazy. Exploring the discussion forum to see hints for assignments will save you a lot of time.

LH

Reviewed Feb 24, 2026

Short and straight forward to the key concept of parallel computing.

LP

Reviewed Apr 9, 2026

Good overview for those with no Computer Science background, however I felt a lack of deepeness in some content and some of the task assignment descriptions are misleading

NK

Reviewed Feb 5, 2025

Expected more details on Slurm and efficiency optimization

SI

Reviewed Jul 7, 2026

The grader needs some serious overhaul, its rejecting faster solutions.

OR

Reviewed Jun 8, 2021

A very good and interesting HPC introduction course!

Learner reviews across High-Performance and Parallel Computing

Showing: 20 of 57

Marina
Course: Introduction to High-Performance and Parallel Computing
2.0
Reviewed Feb 20, 2021Course: Introduction to High-Performance and Parallel Computing
Jakub
Course: Introduction to High-Performance and Parallel Computing
1.0
Reviewed Feb 20, 2021Course: Introduction to High-Performance and Parallel Computing
Heino
Course: Introduction to High-Performance and Parallel Computing
2.0
Reviewed Feb 5, 2021Course: Introduction to High-Performance and Parallel Computing
Taegun
Course: Introduction to High-Performance and Parallel Computing
1.0
Reviewed Feb 16, 2021Course: Introduction to High-Performance and Parallel Computing
Rob
Course: Introduction to High-Performance and Parallel Computing
1.0
Reviewed Aug 30, 2021Course: Introduction to High-Performance and Parallel Computing
Jose
Course: Introduction to High-Performance and Parallel Computing
2.0
Reviewed Aug 23, 2021Course: Introduction to High-Performance and Parallel Computing
Markus
Course: Introduction to High-Performance and Parallel Computing
1.0
Reviewed Sep 19, 2021Course: Introduction to High-Performance and Parallel Computing
Wesley
Course: Introduction to High-Performance and Parallel Computing
4.0
Reviewed Sep 30, 2021Course: Introduction to High-Performance and Parallel Computing
Drew
Course: Introduction to High-Performance and Parallel Computing
4.0
Reviewed Feb 7, 2021Course: Introduction to High-Performance and Parallel Computing
Oscar
Course: Introduction to High-Performance and Parallel Computing
5.0
Reviewed Jun 9, 2021Course: Introduction to High-Performance and Parallel Computing
Christian
Course: Introduction to High-Performance and Parallel Computing
3.0
Reviewed Oct 5, 2022Course: Introduction to High-Performance and Parallel Computing
Reema
Course: Introduction to High-Performance and Parallel Computing
2.0
Reviewed Sep 21, 2022Course: Introduction to High-Performance and Parallel Computing
Denis
Course: Introduction to High-Performance and Parallel Computing
2.0
Reviewed Oct 16, 2021Course: Introduction to High-Performance and Parallel Computing
Jing
Course: Introduction to High-Performance and Parallel Computing
4.0
Reviewed Aug 16, 2022Course: Introduction to High-Performance and Parallel Computing
Rob
Course: Introduction to High-Performance and Parallel Computing
3.0
Reviewed May 13, 2022Course: Introduction to High-Performance and Parallel Computing
Naveen
Course: Introduction to High-Performance and Parallel Computing
3.0
Reviewed Sep 20, 2022Course: Introduction to High-Performance and Parallel Computing
Shannon
Course: Introduction to High-Performance and Parallel Computing
2.0
Reviewed Sep 6, 2021Course: Introduction to High-Performance and Parallel Computing
Theodore
Course: Introduction to High-Performance and Parallel Computing
5.0
Reviewed Apr 21, 2023Course: Introduction to High-Performance and Parallel Computing
Felix
Course: Introduction to High-Performance and Parallel Computing
4.0
Reviewed Dec 30, 2023Course: Introduction to High-Performance and Parallel Computing
HS
Course: Introduction to High-Performance and Parallel Computing
3.0
Reviewed Mar 18, 2021Course: Introduction to High-Performance and Parallel Computing