The Julia Programming Language Courses

Lightweight Composable Plotting - MakieExtra's FPlot

Discover FPlot, a lightweight composable plotting approach that maps dataset elements to plot attributes, enabling richer interactivity and streamlined exploratory visualization.

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

GPU-Accelerated Simulations on Manifolds for Physics

Discover GPU-accelerated physics simulations on manifolds using Julia, covering fluid dynamics, particle interactions, and geodesic motion with enhanced computational performance.

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

The Big Refactor That Made AlgebraOfGraphics Scale Better

Discover how a major refactor transformed AlgebraOfGraphics, introducing multi-scale support, enhanced legends, improved faceting, and better data handling for more flexible Julia visualizations.

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

Schematic-Driven Design of a Quantum Processor with DeviceLayout.jl

Explore DeviceLayout.jl for quantum processor CAD design, featuring schematic-driven workflows, 2D/3D modeling, and integration with electromagnetic analysis tools for scalable quantum computing.

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

You Don't Need to Know Julia to Contribute! - Non-Technical Contributions to Open Source

Discover how to contribute to Julia and open-source projects without coding expertise through documentation, community engagement, and non-technical contributions.

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

Computational Storytelling - Reimagining Scientific Communication with Pluto

Discover how to transform complex scientific concepts into engaging interactive experiences using Pluto.jl notebooks and Julia programming for computational storytelling.

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

GPU-Accelerated Tractography in Julia

Discover GPU-accelerated brain fiber pathway reconstruction using Julia's Tractography.jl package with MRI data visualization through Makie.jl for interactive exploration.

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

UnfoldMakie.jl - Advanced Visualization of Event Related Potentials

Explore UnfoldMakie.jl for creating interactive visualizations of brain electrical activity from EEG data, focusing on event-related potentials and regression-based ERPs in Julia.

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

Cooperative Payload Manipulation using AerialVehicles.jl

Explore dual-quadrotor systems for cooperative payload manipulation using Julia's AerialVehicles.jl, ModelingToolkit.jl, and geometric control for logistics applications.

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

Sampling the Eigenstates of an Infinite Dimensional Matrix with Rimu.jl

Discover how Rimu.jl tackles quantum many-body problems using projector Monte Carlo methods to sample eigenstates of infinite dimensional matrices, featuring new quantum chemistry links.

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

Revisiting Sparse Matrix Coloring and Bicoloring

A novel sparse Jacobian bicoloring strategy uses star and acyclic coloring plus postprocessing to reduce directional derivatives for nonlinear optimization.

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

GPU Implementation of Algorithm NCL for Constrained Optimization

Explore GPU-accelerated constrained optimization using Algorithm NCL with Julia, MadNLP.jl, and CUDSS.jl for efficient KKT system reduction and Cholesky factorization.

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

The State of InfiniteOpt.jl - Infinite-Dimensional Optimization Problems in Julia

Discover InfiniteOpt.jl's latest advancements for modeling infinite-dimensional optimization problems, including GPU workflows for control and surrogate models.

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

Open Energy Models - Benchmarking, Profiling and Debugging Tools for JuMP

Discover benchmarking, profiling, and debugging techniques for open-source energy models using JuMP, including specialized tools and performance improvements.

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

Lessons from Using JuMP in HARD Software

Discover practical insights from implementing JuMP optimization library in production software development and real-world applications.

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