The Julia Programming Language Courses

Juliet&Romeo: Making Julia a Hard Real-Time Robot Language

Explore Juliet&Romeo: a groundbreaking real-time robot programming language combining safety, dynamism, and low-latency multitasking with Julia compatibility for advanced machine control and AI integration.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Geant4.jl - Particle Transport in Julia

Explore Geant4.jl, a Julia wrapper for simulating particle interactions in physics. Learn about its user-friendly interface, performance benefits, and automated generation using WrapIt.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Modeling and Simulation of Sampled-Data Systems

Explore modeling and simulation of sampled-data systems, including discrete-time partitions, clocks, and interactions between continuous and discrete components using ModelingToolkit in Julia.

• YouTube
• 31 minutes
• On-Demand
• Free Video

AppBundler.jl - Bundle Your Julia GUI Application

Learn to package Julia GUI applications for desktop platforms using AppBundler.jl. Explore cross-platform bundling, customization options, and future developments in Julia application deployment.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Best Practices for Package Development Using BestieTemplate.jl

Learn best practices for Julia package development using BestieTemplate.jl, including structure, workflows, linting, and formatting. Discover how to apply and update these practices efficiently in new and existing projects.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Workflow for Developing Multiple Interdependent Packages - JuliaCon 2024

Explore efficient workflows for developing interconnected Julia packages, covering version management, testing, and deployment strategies for large-scale projects and team collaboration.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Causal Machine Learning with CausalELM - JuliaCon 2024

Explore causal machine learning with CausalELM, covering potential outcomes, real-world examples, extreme learning machines, and estimators. Learn practical implementation for various applications without extensive statistical background.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Interpretable Hierarchical Calibration of Agent-Based Models

Explore scientific machine learning's fusion of traditional modeling and ML, focusing on neural network surrogates for agent-based models in epidemiology and automated hierarchical calibration.

• YouTube
• 27 minutes
• On-Demand
• Free Video

OpenAPI.jl for Easy HTTP APIs

Explore OpenAPI.jl for creating HTTP APIs in Julia. Learn to generate clients, define specs, and create server/client code using this powerful tool for API development and management.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Robust Calibration of Industrial HVAC and Battery Systems

Explore advanced techniques for robust calibration of industrial HVAC and battery systems using ModelingToolkit.jl, focusing on overcoming challenges in data integration and parameter identification.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Applications of Distributed Task Parallelism

Explore distributed task parallelism in Julia, comparing Dagger with other frameworks and libraries. Learn about unique features for efficient, scalable, and maintainable code.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Investigating Crimes Using Julia

Explore forensic science using Julia, applying math and science concepts to solve crime puzzles. Learn to utilize Julia packages for data analysis, visualization, and complex problem-solving in criminal investigations.

• YouTube
• 28 minutes
• On-Demand
• Free Video

JuliaSim Modeling Language: Composing Complex Systems with ModelingToolkit - JuliaCon 2024

Explore JuliaSim Modeling Language: a declarative approach for composing complex systems using ModelingToolkit, offering easier learning, better diagnostics, and enhanced model reasoning.

• YouTube
• 27 minutes
• On-Demand
• Free Video

New Developments in BifurcationKit.jl - JuliaCon 2024

Explore advancements in BifurcationKit.jl for analyzing periodic and homoclinic orbits, including new methods for bifurcation analysis and integration with other Julia packages.

• YouTube
• 30 minutes
• On-Demand
• Free Video

RxEnvironments - Reactive Multi-Agent Environments

Explore reactive programming for multi-agent environments in Julia. Learn to model complex agent-environment interactions using RxEnvironments.jl, overcoming limitations of traditional reinforcement learning frameworks.

• YouTube
• 25 minutes
• On-Demand
• Free Video