4 Best Parallel Computing Courses [2021 JANUARY]

best parallel computing programming course class certification training online

After conducting in-depth research, our team of 25+ experts compiled this list of Best Parallel Computing Courses, Classes, Tutorials, Training, and Certification programs available online for 2021. This list includes both free and paid course to help you learn Parallel Computing. Also, this list is ideal for beginners, intermediates, as well as experts.


4 Best Parallel Computing Courses, Certification & Training Online [2021 JANUARY] [UPDATED]

1. Parallel Programming Course by EPFL (Coursera)

Coursera is a well-recognized online e-learning platform that is known for providing the most useful courses online. Parallel Programming is also among those courses that is designed to help students learn fundamental concepts of Parallel Computing. In this course, you’ll cover many aspects of Parallel Programming, such as task parallelism, data parallelism, parallel algorithm, data structure, and many more. Also, you’ll get to know how functional programming can map perfectly to data parallel paradigm. During the course, you’ll get the opportunity to build parallel collections with continuous support from the instructors. Check out the compilation of Best Free Java Tutorial Courses.


Key USPs –

– A useful and collective course to begin with Parallel Programming and learn fundamentals of Parallel Computing

– Learn to express common algorithms in a functional style and solve them in parallel

– Write programs that effectively use parallel collections to achieve performance

– Involve yourself in other advanced courses like Big Data Analysis with Scala after completing this course

– Understand how data parallel operations enable the development of elegant data-parallel code in Scala

– Take advantage of practical exercises, quizzes, and video lectures to enhance your skillset in Parallel programming

– Get a shareable certificate after finishing the course to showcase your skills


Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here


Review: The course is fairly advanced, and you would need to review the materials many times to understand the concept. The assignments are definitely fun and not as straightforward as other courses.



2. Parallel Programming Courses (Udemy)

If you’re looking for a platform that can offer all the material to learn Parallel Programming in detail, then Udemy is the best option available online. Udemy provides a list of multiple courses that cover the basics as well as advanced concepts of Parallel Programming. After completing these courses, you’ll have enough knowledge of parallel programming that you can be a tutor to other individuals. The bestseller courses among this list are Multithreading and Parallel Computing in Java, Learn Parallel Programming with C# and .NET, and Rick the JVM! Akka Essentials with Scala. All these courses are integrated with a certification program that allow you to earn a certificate of completion after finishing the course.


Key USPs –

– Get introduced to multiple essential concepts of Parallel programming that are crucial to understand for a good career

– All courses are designed by expert instructors of Udemy who have years of experience in teaching parallel programming

– Learn parallel programming with CUDA, C#, HPC Systems, and know about advance computer architecture and organization

– Learn other similar concepts that are related to parallel programming for additional benefits

– You can avail each course with a 30-days free trial without paying any registration fee or hidden charges


Duration: Self-paced

Rating: 4.7 out of 5

You can Sign up Here



3. Parallel Computing (Stanford Online)

Offered by Stanford School of Engineering, this course completely focuses on teaching individuals the critical concepts of Parallel computing and make them an expert in the same field. In general, this course will introduce you to the basic issues and techniques for writing parallel software. You’ll get to know and understand the advanced foundation in various programming models and varieties of parallelism in current hardware. During the course, you’ll cover multiple topics, such as fast networks, accelerators, and vector instructions sets, multicore, and many more. The instructors of the course are highly qualified professors who are teaching parallel computing for more than six years. Have a look at our take on Best Software Engineering Courses.


Key USPs –

– Learn and understand the issues that most software engineers encounter while building parallel software

– Know the difference between Implicit and explicit parallelism, and shared and non-shared memory

– Learn about synchronization mechanisms, such as atomicity, locking, transactions, and barriers

– Get significant parallel programming assignments as homework after every session

– Work on Parallel programming modules like threads, MapReduce, Apache Spark, and SIMT

– Earn a certificate of the parallel computing after finishing the course and submitting the projects


Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here



4. Parallel Computing (MIT Open Courseware)

Most of you might be very well aware of MIT University, but only a few are known of MIT Open Courseware that is an online e-learning platform provided by MIT faculties. This parallel computing course provided by MIT Open Courseware will help you learn applied parallel computing on modern supercomputers with an advanced interdisciplinary introduction. With the help of hands-on emphasis, you’ll be able to understand the realities and myths of what is possible on the world’s fastest machines. You’ll cover numerical topics like dense and sparse linear algebra, N-body problems, multigrid, fast-multipole, and Fourier transforms. You’ll also get a clear understanding of parallel programming paradigms, data-parallel systems, application-oriented architectures, and much more.


Key USPs –

– An incredible source to begin with parallel programming advance concepts and high-level languages

– Created by most experienced faculty of MIT University that is recognized worldwide for education

– Involve yourself in multiple projects like Debugging and monitoring parallel programs, Cloud infrastructure, and many more

– Learn about the Julia programming language that is a high-level and high-performance dynamic language for technical computing

– Get assignments to complete as homework that will excel your knowledge in parallel computing

– Earn a certification of completion after finishing the course


Duration: Self-paced

Rating: 4.7 out of 5

You can Sign up Here


So those were some of the best courses on Parallel Computing available online. Hope you found relevant programs as per your requirement.