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

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 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
• On-Demand
• Free Video

Exascale Computing Project

Template Task Graphs: An Introduction to Parallel Programming for Irregular Data Sets

Explore the Template Task Graph programming paradigm for expressing task parallelism in algorithms with irregular data sets. Learn installation and integration techniques.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Legion: Programming Heterogeneous, Distributed Parallel Machines

Explore hierarchical data organization and computation in parallel programming, focusing on Legion's design for complex machine architectures.

• YouTube
• 44 minutes
• On-Demand
• 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
• On-Demand
• Free Video

ACM SIGPLAN

Disentanglement with Futures, State, and Interaction

Explore disentanglement in parallel programs with futures, examining its extension beyond fork/join parallelism and implications for functional, stateful, and non-deterministic code.

• YouTube
• 20 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Pipelines and Beyond: Graph Types for ADTs with Futures

Explore a novel graph type system enabling arbitrary combinations of futures and recursive data types in parallel programming, enhancing pipelining and performance optimization techniques.

• YouTube
• 20 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Beijing Institute of Technology

并行编程原理与实践

Master parallel programming principles through hands-on practice with multi-threading, OpenMP, MPI, and CUDA. Learn system architectures, programming models, and practical implementations for shared memory, distributed, and heterogeneous systems.

• XuetangX
• On-Demand
• Free Online Course

ICTP-SAIFR

Computational Methods for Simulating and Analyzing Ecological Systems - Class 14

Explore computational methods for simulating and analyzing ecological systems, covering optimization, faster programming, and parallel processing techniques.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

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 Video

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)