Overview
Prequisites
Prerequisites
Preparations with course project
Preparations on the cluster
Common
Login
Projects
Use the tarball
Use a text editor
HPC clusters
Other courses
Desktop on demand
R
Schedule
Intro
Load and run
Packages
Batch
Interactive work on the compute nodes
RStudio
Summary
Evaluation
MATLAB
Schedule
Intro
Load and run
MATLAB terminal and Slurm
Interactive work on the compute nodes
MATLAB GUI and batch jobs
MATLAB Add-Ons
Summary
Evaluation
Julia
Schedule
Intro
Load and run
Environments and packages
Batch jobs
Interactive work on the compute nodes
Summary
Evaluation
Advanced
Schedule
Parallel computing
Thread parallelism
Distributed parallelism
Big data
Introduction to GPUs
Machine Learning
Introduction
With R
With Julia
With MATLAB
Summary
Evaluation
Misc
Evaluations
Lesson plans
Meeting notes
Reflections
Extra reading
More about R packages
More about Matlab
More about Julia
Introduction to R, MATLAB, and Julia in HPC
Lesson plan R by Richel
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Lesson plan R by Richel
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Date: 2026-10-22
Course: Advanced
Author: Richel
Lesson plan
Evaluation
Reflection
GitHub