The Julia Programming Language Courses

Adaptive Tumor Growth Forecasting via Neural and Universal ODEs

Discover how Neural ODEs and Universal Differential Equations enhance traditional tumor growth models using Julia's SciML ecosystem for personalized cancer treatment forecasting.

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

Julia in Flight - Real-Time Control of a Quadcopter with Julia

Discover how Julia enables real-time quadcopter control at 1kHz, overcoming compilation pauses, embedded constraints, and system integration challenges for agile flight performance.

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

Piccolo.jl - Toward Version 1.0

Explore Piccolo.jl's evolution toward v1.0, covering quantum optimal control, package ecosystem design, Python integration, solver backends, and new applications.

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

What's New with KomaMRI.jl - Recent Technical Developments in MRI Physics Simulation

Discover KomaMRI.jl's latest features: GPU acceleration, distributed computing, complex motion modeling for cardiac imaging, and AD integration for pulse sequence optimization in MRI simulation.

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

Algorithmic Differentiation with Mooncake.jl

Discover Mooncake.jl, a high-performance algorithmic differentiation tool for Julia with extensive language support, superior performance, and comprehensive testing capabilities.

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

Leveraging Sparsity to Accelerate Automatic Differentiation

Discover how to dramatically accelerate automatic differentiation by leveraging sparsity patterns in Jacobians and Hessians using Julia's DifferentiationInterface.jl framework.

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

What's New with BifurcationKit

Explore BifurcationKit.jl updates for analyzing nonlinear dynamical systems, bifurcation diagrams, and stability in Julia through hands-on examples.

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

A RAG-LLM Workflow for Observational Health Research

Explore an innovative RAG-LLM workflow using Julia tools for automated query generation in observational health research with OMOP CDM datasets.

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

Physics-Informed Neural ODEs for Tumor-Immune Dynamics Modeling

Explore physics-informed neural ODEs in Julia for modeling tumor-immune dynamics, combining Gompertz growth with data-driven learning for accurate biological predictions.

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

Using Julia to Simulate Satellite Communications

Discover how Julia programming language enables advanced satellite communication simulations at Eutelsat, exploring present and future telecommunications technology.

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

Leveraging Julia Ecosystem to Solve a Path Planning Problem

Discover how Julia's ecosystem enables fast, robust path planning for automated hospital systems, combining physical modeling and optimization to solve collision avoidance challenges.

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

A New Language Server for Julia - JETLS

Discover JETLS, a new Julia language server featuring advanced static analysis, type-sensitive diagnostics, and macro-aware completions to boost developer productivity.

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

Survey of Unit Testing Packages in Julia

Explore Julia's comprehensive unit testing ecosystem, from frameworks to property-based testing, mocking, and performance analysis for critical software development.

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

Efficient Symbolic Computation via Hash Consing

Discover how hash consing optimizes SymbolicUtils.jl by eliminating redundant expressions, reducing memory usage, and improving performance in Julia symbolic computation systems.

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

PowerAnalytics.jl - User-Centric Power Systems Analysis in Julia

Discover PowerAnalytics.jl, a user-friendly Julia package for analyzing power systems simulation results with simplified interfaces and powerful analytics capabilities.

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