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The Julia Programming Language

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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
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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
Adventures in Julia IR - Plundering Core.Compiler

Explore Julia's typed intermediate representation (IR) and learn to implement custom optimization passes, extending compiler capabilities beyond conventional metaprogramming techniques.
- YouTube
- 29 minutes
- On-Demand
- Free Video
Real Time ODEs for Sound Synthesis and Parameter Exploration - JuliaCon 2024

Explore real-time ODEs for sound synthesis and parameter analysis using Julia, combining visual and auditory representations to unveil dynamical system behaviors and control parameters.
- YouTube
- 26 minutes
- On-Demand
- Free Video
State of Julia's SciML Ecosystem - Current Status and Future Directions

Comprehensive overview of Julia's SciML ecosystem, highlighting maturity levels of various packages, current development focus, and future directions in scientific machine learning and differential equations.
- YouTube
- 31 minutes
- On-Demand
- Free Video

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