Parallel Programming Courses and Certifications

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
• Self-Paced
• Free Video

ACM SIGPLAN

LLOR: Automated Repair of OpenMP Programs

Discover LLOR, a tool for automatically repairing data race errors in OpenMP parallel programs by optimizing synchronization constructs placement in C/C++ and Fortran code.

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

Credential

Functional Programming in Scala

10658 ratings at Coursera

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
• 20 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

NPTEL;  IIT Patna

Big Data Computing

13 ratings

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
• Self-Paced
• Free Video

Devoxx

Parallel and Asynchronous Programming with Streams and CompletableFuture

Explore parallel streams and CompletableFuture for efficient Java programming. Learn when to use, avoid, and optimize these tools for parallel and asynchronous tasks in real-world scenarios.

• YouTube
• 2 hours 35 minutes
• Self-Paced
• Conference Talk

CppNow

Haskell Taketh Away - Limiting Side Effects for Parallel Programming

Exploring how limiting side effects in programming languages enhances parallel programming, with insights from Haskell and C++ on determinism, purity, and embedded domain-specific languages.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Conference Talk

Writing Efficient R Code

27 ratings at DataCamp

Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

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

Big Data in R

Work with big data in R via parallel programming, interfacing with Spark, writing scalable & efficient R code, and learn ways to visualize big data.

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

Strange Loop Conference

How to Think about Parallel Programming - Not

Explores rethinking parallel programming, advocating for language-level solutions and algorithms based on independence rather than linear problem decomposition.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

The Erlang VM or How I Stopped Worrying and Started Loving Parallel Programming

Discover how Erlang VM simplifies parallel programming, enabling scalable 24/7 services. Learn about message passing, process isolation, and dynamic code loading for robust system development.

• YouTube
• 51 minutes
• Self-Paced
• Conference Talk

CppNow

RaftLib - Simpler Parallel Programming

Explore RaftLib, a C++ library simplifying parallel programming for heterogeneous multicore processors. Learn to write efficient code for complex hardware without extensive low-level knowledge.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Conference Talk

Rust

Parallel Programming with Thread Pools and Iterators in Rust

Learn concurrent programming techniques using ThreadPool and Iterator with rayon in Rust. Master basic building blocks for efficient thread and task management.

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

Rust

Parallel Programming with Failure in Rust

Explore parallel programming techniques in Rust, focusing on handling failures and static typeclass methods for robust and efficient code development.

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

JSConf

Shared Memory and Parallel Programming with JavaScript

Explore SharedArrayBuffer and Atomics for parallel programming in JavaScript. Learn to boost performance, utilize CPU cores, and write safe code with shared memory. Includes TurboScript intro and live demo.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

ACCU Conference

The Audacity of Chapel - Scalable Parallel Programming Done Right

Explore scalable parallel programming with Chapel, a language designed for productivity and portability. Learn its motivating themes, key features, and challenges in modern parallel computing.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk