JuliaHub Courses

System Identification in Julia

Master system identification techniques using Julia through hands-on experiments, model estimation, validation, and real-world applications like control systems and fault detection.

• YouTube
• 6 hours 21 minutes
• Self-Paced
• Free Video

Introduction to Control Analysis and Design in Julia

Master Julia for linear control systems design through state-space models, transfer functions, frequency analysis, PID controllers, and advanced techniques like LQR and H-infinity.

• YouTube
• 3 hours 15 minutes
• Self-Paced
• Free Video

Dyad Agentic AI for Modeling and Simulation Tutorial

Discover how to accelerate modeling and simulation with Dyad AI Agent by building RLC circuits, running analyses, creating animations, and generating models from images.

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

Meet the Dyad Agent - An Agentic AI for Model Based Engineering

Discover how the Dyad Agent accelerates model-based engineering workflows through AI-assisted model construction, debugging, and validation for complex engineering systems.

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

Interactive Dashboards with Dyad and Makie.jl

Discover how to build interactive dashboards connecting Dyad models with Makie.jl visualizations, using UI elements and 3D charts to enhance model exploration and communication.

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

Modern CI/CD Machine Learning Workflows Using Julia

Discover how to streamline machine learning development by implementing CI/CD principles using Julia's ecosystem, with practical insights into mass experimentation, model validation, and scalable production workflows.

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

Vendor-Neutral GPU Programming in Julia with KernelAbstractions.jl

Discover how to write flexible, high-performance GPU code in Julia using KernelAbstractions.jl, enabling seamless deployment across different GPU architectures while maintaining optimal performance.

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

System Identification with Julia: Sensor Fusion - Part 13

Master sensor fusion techniques for pendulum systems by combining acceleration and gyroscope data using ModelingToolkit and Julia to create unbiased state estimates through multi-rate sensor integration.

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

Fault Detection Using Kalman Filters in Julia - Part 12

Discover fault detection techniques using Kalman filters and thermal system modeling in Julia, leveraging state estimators from LowLevelParticleFilters.jl for practical implementation and analysis.

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

Adaptive Estimation and Control with Julia - Part 11

Explore adaptive estimation and control techniques using JuliaSim's state estimators and LowLevelParticleFilters.jl for dynamic system modeling and parameter estimation in Julia programming.

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

Mastering Real-Time Control and Visualization with Genie Builder

Master real-time application development with Genie Builder by creating interactive dashboards for robot arm control, implementing async routines, and generating live performance visualizations.

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

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