The Julia Programming Language Courses

Synchronous Systems in ModelingToolkit

Explore synchronous systems integration in ModelingToolkit for building compositional discrete-time components alongside continuous models in Julia programming.

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

Astrometry.jl - A Fundamental Julia Package for Astronomy

Discover how Astrometry.jl simplifies positional astronomy calculations in Julia, reducing 533 SOFA functions to just dozens while enabling barycentric corrections and celestial object measurements.

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

Learn Julia with Us - Introduction to Julia Programming Workshop Series

Discover Julia programming fundamentals through supportive workshops covering basics, strings, arrays, and number types in an inclusive learning environment.

• YouTube
• 6 hours 4 minutes
• Self-Paced
• Free Video

Decision Making Under Uncertainty using POMDPs.jl

Master decision making under uncertainty with POMDPs.jl, covering MDPs, particle filtering, deep RL, and validation techniques in Julia programming.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

Julia for Data Science

Master Julia programming for data science through hands-on training in linear algebra, statistics, machine learning, neural networks, and visualization techniques.

• YouTube
• 4 hours 45 minutes
• Self-Paced
• Free Video

Computational Thinking - MIT 18.S191/6.S083 Spring 2021

Master computational thinking through Julia programming while tackling real-world problems in data analysis, mathematical modeling, and climate science with integrated CS concepts.

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

Julia Programming for Nervous Beginners

Discover Julia programming fundamentals through a beginner-friendly approach covering syntax, functions, data types, control flow, and file operations in this comprehensive tutorial.

• YouTube
• 7 hours 2 minutes
• Self-Paced
• Free Video

Introduction to DataFrames.jl

Master DataFrames.jl fundamentals through hands-on tutorials covering setup, data manipulation, file operations, grouping techniques, and experimental data collection workflows.

• YouTube
• 1 hour 47 minutes
• Self-Paced
• Free Video

PEM-UDE for Neural Mass Models

Explore advanced scientific machine learning by combining prediction-error methods with universal differential equations to model chaotic systems and neural networks in Julia.

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

Vulkan.jl - Cross-Platform Graphics on the GPU

Discover how Vulkan.jl provides a lightweight wrapper for cross-platform GPU graphics programming, abstracting C interoperability while maintaining full performance and functionality.

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

Cancellation - AKA the Big Red Button - Building Robust Julia Applications

Explore Julia's cancellation mechanisms to build robust code that handles interrupts safely, avoiding memory corruption and segfaults caused by Ctrl-C.

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

A Large-Scale, Quantitative EEG Analysis of Chronic Insomnia

Discover how Julia enables large-scale EEG analysis to objectively characterize chronic insomnia through quantitative brain activity patterns and treatment response evaluation.

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

Tagging, Querying, and Synchronization in QuantumSavory.jl

Explore quantum network simulation through tagging, querying, and synchronization techniques using QuantumSavory.jl in this JuliaCon presentation.

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

Explainable, Teachable, Code Golfed Pi Programs in Julia

Discover how to create concise, educational Julia programs that calculate pi using code golf techniques while maintaining clarity and teachability.

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

StateSpaceDynamics.jl - Probabilistic State-Space Modeling

Discover StateSpaceDynamics.jl for probabilistic state-space modeling in Julia, featuring non-Gaussian observations, hierarchical models, and efficient algorithms for neuroscience data.

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