The Julia Programming Language Courses

Interactive Random Matrix Theory in Julia

Explore determinantal point processes through Julia packages, simulating random domino tilings, nonintersecting paths, and Young tableaux with interactive tools like Pluto.jl.

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

Mapping the Julia Subsystem in Open Science - Use, Impact, Growth

Discover how MOSS maps Julia's impact on open science through knowledge graphs, revealing connections between repositories, researchers, and institutions in the ecosystem.

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

Scalable Architecture-Agnostic Finite Differences with Chmy.jl

Discover Chmy.jl, a Julia package for building scalable finite-difference solvers that work seamlessly across CPUs and GPUs with minimal overhead and maximum portability.

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

FFTs on Non-Equispaced Points with NonuniformFFTs.jl

Explore efficient Nonuniform FFT algorithms for non-equispaced points using NonuniformFFTs.jl, featuring GPU optimization strategies for medical imaging and physics simulations.

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

Differentiable Solvers for Extreme-Scale Geophysics Simulations

Explore differentiable solvers for large-scale Earth science simulations using automated data-driven model constraints to enhance accuracy in geodynamics and ice sheet dynamics.

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

New Features of the Beta Machine Learning Toolkit (BetaML) - Missing Value Imputation, Autoencoders, and Variable Importance Metrics

Discover BetaML.jl's latest features: missing value imputation, autoencoders for dimensionality reduction, and variable importance metrics in this Julia ML toolkit overview.

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

Monitor and Modify Values in Realtime - Debug 1000 Programs At Once

Discover Monitor.jl for real-time debugging and monitoring of thousands of Julia programs simultaneously using REDIS streams and dynamic code injection without restarts.

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

An Intersection of Concerns - Extended Types for Julia

Explore Julia's new subtyping algorithm that extends the language with intersection, negation, sum, and interface types while simplifying complexity.

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

Adventures Embedding Julia on a Chip-Making Machine

Discover how Julia is embedded in ASML's advanced chip-making machines, tackling performance challenges and ahead-of-time compilation for sub-nanometer precision manufacturing.

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

ReLint - An Extensible Lint Checker

Discover ReLint, an extensible lint checker for Julia programming that helps identify code quality issues and enforce coding standards in your projects.

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

An AI Agenda to Modernize Healthcare Operations

Discover how generative AI and simulation can solve healthcare's operational challenges, improving access, quality, and safety through computational methods and data science tools.

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

Challenges and Opportunities of Digital Twins

Explore digital twin challenges and opportunities through Julia programming insights in this comprehensive technical presentation.

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

Can We Achieve Invalidation Freedom for Julia?

Explore Julia's invalidation problem from fundamentals to solutions, challenging common wisdom about type-piracy while discussing speculative optimization failures and potential fixes.

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

Past, Present and Future of the Julia Language Server

Explore the evolution of Julia Language Server: its history, current design decisions, limitations, challenges, and future development plans.

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

Interpreting Julia Code - Built-in vs JuliaInterpreter.jl Strategies and Performance

Explore Julia's two interpreters: built-in and JuliaInterpreter.jl, their strategies, benefits, drawbacks, and impact on debugging tools like Debugger.jl and VSCode.

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