The Julia Programming Language Courses

State of Tidier.jl - Julia Data Analysis Ecosystem Overview

Discover Tidier.jl's data analysis ecosystem for Julia, combining R tidyverse syntax with Julia's speed. Explore design principles and see practical demonstrations.

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

cuNumeric.jl - Automating Distributed Numerical Computing

Discover how cuNumeric.jl automates distributed numerical computing with high-level arrays that scale across heterogeneous hardware, featuring linear algebra, stencils, and PDE solvers.

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

What's New with ModelingToolkit.jl

Discover the latest developments in ModelingToolkit.jl, including robust initialization, callable parameters, and new code generation features for symbolic-numeric computation.

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

State of JuliaHealth

Discover the evolution and future of JuliaHealth ecosystem, covering community growth, ongoing projects, research highlights, and leadership structure since 2020.

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

A Prototype to Production Pipeline with Julia

Discover how to build industrial digital twin solutions using Julia, combining engineering simulations with operational sensor data through AI/ML for production-ready performance.

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

QuantumSymbolics - A Quantum-Focused Symbolic Interface

Discover QuantumSymbolics.jl, a computer algebra package providing symbolic interfaces to quantum simulation libraries, enabling efficient workflows between different backends.

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

Gabs - A Gaussian Quantum Information Simulator

Explore Gabs.jl, a Julia library for simulating Gaussian quantum systems with symbolic representations, symplectic analysis, and efficient computational methods for quantum information.

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

Fast Stiff ODE/DAE Solvers via Symbolic-Numeric Compiler Tricks

Discover how Julia revolutionizes ODE/DAE solving by integrating symbolic-numeric techniques and compiler optimizations for orders of magnitude performance gains over traditional numerical methods.

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

Heart Attack Prediction in Cancer Patient Populations

Explore heart attack prediction models for cancer patients using Julia tools to analyze 35 million US patient records and predict secondary cardiac events in oncology populations.

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

Geometry on the Sphere with GeometryOps.jl

Master spherical geometry operations in Julia using GeometryOps.jl for accurate global calculations, polar geometries, and climate model grid mapping without planar projection errors.

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

Modeling of Fluid Systems in Dyad

Explore advanced fluid system modeling in Julia using Dyad, covering numerical challenges, thermodynamic states, and multiple dispatch for component models.

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

Solving Partial Differential Equations with Bcube.jl

Discover Bcube.jl, a Julia package for solving PDEs on unstructured meshes using finite element and discontinuous Galerkin methods for multi-physics simulations.

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

Symbolic Learning and Rule Extraction with Sole.jl

Discover symbolic learning and rule extraction using Sole.jl framework for building interpretable machine learning models with logical rules in Julia.

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

How to Tell an Interactive Story with Pluto - Lectures and Dashboards

Discover how to create compelling interactive lectures and dashboards using Pluto notebooks for computational storytelling that engages students more than social media trends.

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

Randomization for Solving High-Dimensional Problems - Algorithms and Software

Explore randomization techniques for high-dimensional linear systems and eigenvalue problems, featuring sketching methods, randomized orthogonalization, and Krylov subspace algorithms in Julia.

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