Parallel Programming Courses and Certifications

Parallel Programming in R

Unlock the power of parallel computing in R. Enhance your data analysis skills, speed up computations, and process large datasets effortlessly.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Online Course

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
• On-Demand
• Free Online Course

NPTEL;  IIT Patna

Big Data Computing

13 reviews

Comprehensive exploration of big data technologies, covering Hadoop, Spark, key-value stores, streaming analytics, machine learning, and graph processing for large-scale data analysis and insights.

• YouTube
• 19 hours
• On-Demand
• Free Online Course

Computer Architecture

6 reviews

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
• On-Demand
• Free Online Course (Audit)

CUDA at Scale for the Enterprise

10 ratings at Coursera

Explore advanced GPU programming techniques for enterprise-scale applications, including multi-GPU systems, asynchronous workflows, and optimized algorithms for sorting and image processing.

• Coursera
• 1 day 4 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Parallel Programming with CUDA

Learn parallel programming with CUDA to process large datasets using GPUs. Explore thread management, memory types, and performance optimization techniques for complex problem-solving on Nvidia hardware.

• Coursera
• 21 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Parallel programming

6 reviews

Apprenez les fondamentaux de la programmation parallèle, de la parallélisation des tâches à celle des données. Maîtrisez les collections parallèles et appliquez ces concepts à travers des exemples pratiques analysant des données réelles.

• Coursera
• 1 day 8 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Multicore Programming Primer

The course serves as an introductory course in parallel programming. It offers a series of lectures on parallel programming concepts as well as a group project providing hands-on experience with parallel programming.

• MIT OpenCourseWare
• 20 hours
• On-Demand
• Free Online Course

Parallel Programming in Java

1201 ratings at Coursera

Learn fundamental concepts of parallel programming in Java 8, including task parallelism, functional parallelism, loop parallelism, and dataflow synchronization. Gain hands-on experience with popular frameworks like ForkJoin and Stream.

• Coursera
• 19 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Parallel, Concurrent, and Distributed Programming in Java

Comprehensive exploration of parallel, concurrent, and distributed programming in Java, covering foundational concepts and practical applications across various computing platforms.

• Coursera
• 13 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses

Introduction to High-Performance and Parallel Computing

105 ratings at Coursera

Explore high-performance computing fundamentals, from Linux basics to parallel programming models. Gain skills in big-data analysis, machine learning, and code optimization for scientific and engineering applications.

• Coursera
• 14 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Functional Programming in Scala

Explore functional programming in Scala, from basic concepts to advanced applications. Learn to write elegant code, analyze data sets, and leverage parallel and distributed programming using Apache Spark.

• Coursera
• 30 weeks, 7 hours a week
• On-Demand
• Paid Course
• 5 courses

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
• On-Demand
• Free Online Course (Audit)

Java Multithreading, Concurrency & Performance Optimization

11608 ratings at Udemy

Become an expert in Multithreading, Concurrency & Parallel programming in Java, with strong emphasis on high performance

• Udemy
• 5 hours 26 minutes
• On-Demand
• Paid Course