The Julia Programming Language Courses

Architecture-Agnostic Performance Regression Unit Tests

Discover how to implement automated performance regression unit testing in Julia, enabling early detection of performance degradation across different hardware architectures.

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

JADE - A Julia-Powered BI Engine

Discover JADE, a Julia-based BI engine powering Planview Advisor with NDTable arrays, C# code generation, and real-time data exploration capabilities for scalable analytics.

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

HiGHS - The Story So Far

Discover HiGHS, the world's leading open-source solver for large-scale linear and mixed integer programming, exploring solution methods, software challenges, and scaling strategies.

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

ORTools.jl - Access Google's Solvers Through JuMP

Discover how to access Google's award-winning optimization solvers (Glop, CP-SAT, PDLP) through Julia's JuMP modeling package using the new ORTools.jl wrapper.

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

Beyond Research - Julia as the Core of Commercial Space Mission Software

Discover how Julia transforms space mission simulation from research to commercial product, highlighting production advantages and commercialization strategies.

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

JuliaCon Proceedings - Behind the Scenes

Discover the inner workings of JuliaCon's peer-reviewed academic proceedings journal, including submission processes, review workflows, technical infrastructure, and community involvement opportunities.

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

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

Automated Algorithm Selection Discovery via LLMs

Explore how LLMs can automatically discover optimal matrix factorization algorithms, achieving 50X speedups through intelligent selection of data structures and computational methods.

• 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

Fixing Julia's Task-Local RNG - A Bother, a Bug, a Breakthrough

Discover how Julia's task-local random number generator evolved from problematic to breakthrough, exploring DotMix algorithm improvements and collision-resistant solutions.

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

Dagger 2025 - Cool New Things in Julia Task Runtime and Parallelism

Discover Dagger.jl's latest features for Julia-native parallel computing across CPUs and GPUs from all major vendors, plus upcoming roadmap insights for multi-node applications.

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

DistributedNext - Such Distributed, Much Wow

Discover DistributedNext, a soft fork of Julia's Distributed stdlib designed to accelerate feature development and serve as a testbed for upstream contributions.

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

Chairmarks.jl - A New High-Efficiency Benchmarking Package

Discover Chairmarks.jl, a high-efficiency Julia benchmarking package with novel implicit pipeline syntax for interactive use and CI integration, featuring auto-tuning algorithms.

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

Physics Informed Neural Network for Ocean Pollutant Dispersal

Discover how Physics-Informed Neural Networks in Julia model ocean pollutant transport, optimizing architectures and hyperparameters for accurate environmental predictions.

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