JuliaHub Courses

Julia for Engineers: Modeling with ModelingToolkit and DifferentialEquations - Part 2

Master practical engineering modeling using ModelingToolkit.jl and DifferentialEquations.jl for solving complex ODEs and DAEs, with hands-on demonstrations of symbolic math programming techniques.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

New Ways to Compile Julia - Advances in AOT Compilation and Binary Optimization

Discover advanced ahead-of-time compilation techniques in Julia, featuring the new 'juliac' compiler driver and binary trimming for optimized code deployment.

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

Julia for Engineers - Algorithms Part 1

Master engineering problem-solving in Julia through symbolic mathematics, component modeling, and integrated analysis techniques, featuring a practical active suspension system demonstration.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

Modeling and Execution of Discrete-Time Controllers and State Machines in JuliaSim

Master discrete-time system modeling and state machine implementation using JuliaSim's ModelingToolkit and StateMachines.jl for efficient hybrid system simulations and control engineering applications.

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

Advancements in Acausal Modeling with ModelingToolkit v9 - Key Features and Implementation

Dive into advanced acausal modeling techniques using ModelingToolkit v9, featuring parameter types, units, clocks, and symbolic numeric systems for enhanced scientific computing and simulation.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Mastering Interactive Dash Apps with Dash.jl - Flight Traffic Visualization Journey

Master interactive data visualization using Dash.jl through hands-on flight traffic app development. Learn dataset preparation, map integration, and template customization for creating dynamic visualizations on JuliaHub.

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

Revolutionizing Battery Quality - Strategies for Battery Defect Mitigation Using JuliaSim

Discover how manufacturing defects impact battery performance and learn strategies for quality control using JuliaSim Batteries GUI, focusing on defect identification and batch classification optimization.

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

Secure Julia Coding Practices with Semgrep

Discover how to implement Semgrep with Julia's Coding Guidelines to enhance code security and maintain best practices in Julia programming.

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

Ingesting and Deploying Functional Mockup Units in JuliaSim

Discover how to work with Functional Mockup Units (FMUs) in JuliaSim - from simulating and generating models to creating surrogate models using the FMI standard for dynamic simulations.

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

Deploying Trained Machine Learning Pipelines Behind a Webserver with Dashboards.jl

Discover how to deploy trained machine learning models using Dashboards.jl, enabling network accessibility and scaling for larger deployments with practical examples and implementation tips.

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

Financial Modeling on Large Data Streaming Sets Using Julia

Discover how to analyze massive financial datasets using Julia packages, focusing on currency conversion data and real-world finance industry implementations for efficient large-scale data processing.

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

Introduction to ModelingToolkit - Hands-On Training for Industrial Applications

Master ModelingToolkit.jl fundamentals through hands-on training, from basic equation solving to complex acausal modeling. Build and connect components for industrial applications like DC motors and mass-spring-damper systems.

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

Parallel Computing for Enterprises in Julia

Master parallel computing techniques in Julia, from SIMD and multi-threading to GPU programming, guided by Julia co-creator Prof. Alan Edelman from MIT's Julia Lab.

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

Building and Deploying a Language Model in Julia Using Flux

Learn to build and deploy language models using Flux in Julia, from initial development through API creation and server deployment for practical applications.

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

Acausal Modeling for Nonlinear Control and Analysis - Chemical Reaction Tank Systems

Discover how acausal modeling enables automatic derivation of nonlinear controllers, robustness analysis, and controller tuning through a practical chemical reaction tank system demonstration.

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