The Julia Programming Language Courses

Fast Stiff ODE/DAE Solvers via Symbolic-Numeric Compiler Tricks

Discover how Julia revolutionizes ODE/DAE solving by integrating symbolic-numeric techniques and compiler optimizations for orders of magnitude performance gains over traditional numerical methods.

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

Heart Attack Prediction in Cancer Patient Populations

Explore heart attack prediction models for cancer patients using Julia tools to analyze 35 million US patient records and predict secondary cardiac events in oncology populations.

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

Geometry on the Sphere with GeometryOps.jl

Master spherical geometry operations in Julia using GeometryOps.jl for accurate global calculations, polar geometries, and climate model grid mapping without planar projection errors.

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

Applying Taylor Mode AD in Nonlinear Equations, ODEs and More

Explore Taylor mode automatic differentiation in Julia for solving nonlinear equations and ODEs with enhanced efficiency, stability, and cubic convergence methods.

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

Cox Model Go Brrr - A Journey to Performance

Discover how to optimize Cox model implementation in Julia, achieving performance gains through manual derivatives, custom solvers, and allocation reduction techniques.

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

TulipaEnergyModel.jl - Tooling for the Energy Transition

Discover TulipaEnergyModel.jl, an open-source Julia toolkit for modeling European-scale energy systems with high spatial-temporal detail to support sustainable energy transition decisions.

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

Optimization with JuMP - Mathematical Programming and Performance Tips

Master mathematical optimization using JuMP to solve integer linear, nonlinear, conic, and constraint problems with performance tips for large-scale models.

• YouTube
• 1 hour
• Self-Paced
• Free Video

QuantumToolbox.jl - Efficient Simulation of Open Quantum Systems

Discover how QuantumToolbox.jl brings Python's QuTiP functionality to Julia for high-performance quantum system simulations with GPU acceleration and automatic differentiation.

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

Property Testing Julia Code - How to Overcome Bugs and Learn to Love Randomness

Discover property-based testing in Julia with Supposition.jl to overcome traditional testing limitations and improve code quality through randomized testing approaches.

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

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