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Introduction to High-Performance and Parallel Computing (Coursera)

This course introduces the fundamentals of high-performance and parallel computing. It is targeted to scientists, engineers, scholars, really everyone seeking to develop the software skills necessary for work in parallel software environments. These skills include big-data analysis, machine learning, parallel programming, and optimization. We will cover the basics of [...]

High Performance Computing (Udacity)

The goal of this course is to give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. This course focuses on theoretical underpinnings. To give a practical feeling for how algorithms map to and behave on real systems, we will supplement algorithmic theory with hands-on exercises [...]

High Performance Computing in the Cloud (FutureLearn)

Understand the benefits and challenges of using cloud computing for high performance computing (HPC) workloads. This online course provides an advanced, graduate-level introduction to using cloud computing for high performance computing (HPC) workloads.