Parallel Algorithms Courses and Certifications

Meeting Cpp

Stories from a Parallel Universe - Using Standard Library Parallel Algorithms

Dive into the power of parallel algorithms from the C++ standard library through story-based examples, exploring execution policies, benefits, limitations, and special algorithms available only for parallel execution.

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

NDC Conferences

Parallel Algorithms - Work Smarter, Not Harder

Discover C++ parallel algorithms from the standard library with practical examples, execution policies, trade-offs, and future parallelism developments.

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

Distributed Systems & Cloud Computing with Java

3189 ratings at Udemy

Learn Distributed Java Applications at Scale, Parallel Programming, Distributed Computing & Cloud Software Architecture

• Udemy
• 7 hours 37 minutes
• On-Demand
• Paid Course

Learn Multithreading with Modern C++

1740 ratings at Udemy

Learn how to write portable threaded C++ code which unleashes the power of modern multi-processor hardware!

• Udemy
• 9 hours 13 minutes
• On-Demand
• Paid Course

Learn CUDA with Docker!

28 ratings at Udemy

Learrn to Code with CUDA with GPGPU-Simulators & Docker, Kickstart Your Computing and Data Science Career!

• Udemy
• 2 hours 58 minutes
• On-Demand
• Paid Course

Packt

Modern C++ Features & Concurrency

Dive into modern C++ with a focus on concurrency, C++17 features, templates, and parallel programming. Master thread synchronization, task-based concurrency, and new library components like std::optional and std::variant.

• Coursera
• 7 hours 45 minutes
• On-Demand
• Paid Course

Packt

Java Multithreading and Parallel Programming Masterclass

Master Java multithreading and parallel programming. Learn thread management, synchronization, reusability, and real-world applications. Tackle famous problems and optimize performance in modern frameworks.

• Coursera
• 11 hours 17 minutes
• On-Demand
• Paid Course

CMU Database Group

Parallel Hash Join Algorithms - Lecture 9

Explore parallel hash join algorithms for advanced database systems, focusing on efficiency and performance optimization techniques.

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

CMU Database Group

Parallel Sort-Merge Join Algorithms - Lecture 12

Explore parallel sort-merge join algorithms for advanced database systems, focusing on efficiency and scalability in large-scale data processing.

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

CMU Database Group

Parallel Hash Join Algorithms - Lecture 11

Explore parallel hash join algorithms for advanced database systems, focusing on efficiency and performance optimization techniques.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Paul G. Allen School

Less Talking, More Learning - Avoiding Coordination in Parallel Machine Learning Algorithms

Strategies for scaling machine learning on parallel platforms, focusing on coordination-free algorithms to maximize computation time and discussing challenges in performance analysis.

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

ChemicalQDevice

Quantum Algorithms and Parallel Architectures - New Results and Summary

Explore new findings in quantum algorithms and parallel architectures, comparing methods and machine learning parameters for advanced computational approaches.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

ChemicalQDevice

Parallel Quantum Algorithms Innovation: PyTorch, Keras, and QiML

Explore parallel quantum algorithms for machine learning using PyTorch and Keras. Enhance model accuracy and efficiency by incorporating quantum layers in neural networks.

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

Simons Institute

Massively Parallel Algorithms for High-Dimensional Euclidean Minimum Spanning Tree

Efficient distributed algorithms for clustering high-dimensional data using Euclidean Minimum Spanning Tree, achieving constant factor approximation in O~(loglogn) rounds of MPC model.

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

Simons Institute

Graph Algorithms in the Massively Parallel Computation Model

Explore efficient graph algorithms in the Massively Parallel Computation model, focusing on techniques for near-linear memory regime and comparing MPC to other distributed/parallel models.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video