Parallel Programming Courses and Certifications

Python Parallel and Concurrent Programming Part 2

124 ratings at LinkedIn Learning

Write more effective programs that execute multiple instructions simultaneously. Learn advanced techniques for parallel and concurrent programming in Python.

• LinkedIn Learning
• 2 hours 19 minutes
• On-Demand
• Free Trial Available

Python Parallel and Concurrent Programming Part 1

Write more effective programs that execute multiple instructions simultaneously. Learn the fundamentals of parallel and concurrent programming in Python.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

Parallel Programming for Beginners: Wolfram U

Explore parallel programming in Wolfram Language: optimize CPU usage, run simultaneous operations, and manage kernels for efficient problem-solving in computational tasks.

• Wolfram U
• 50 minutes
• On-Demand
• Free Online Course

Devoxx

Parallel and Asynchronous Programming with Streams and CompletableFuture

Explore parallel streams and CompletableFuture for efficient Java 8 programming. Learn implementation, best practices, pitfalls, and optimal use cases for enhanced performance and concurrency.

• YouTube
• 3 hours 14 minutes
• On-Demand
• Conference Talk

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

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

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

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

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

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
• On-Demand
• Free Video

Microcredential

Functional Programming in Scala

10656 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 a week
• On-Demand
• Paid Course
• 5 courses

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

Modern Java: Mastering Features from Java 8 to Java 25

14677 ratings at Udemy

"Master Java 8 to Java 25: Functional Programming, Records, Sealed Classes, Pattern Matching, and more through hands-on.

• Udemy
• 15 hours 49 minutes
• On-Demand
• Paid Course

Java Multithreading, Concurrency & Performance Optimization

14167 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

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
• On-Demand
• Conference Talk