The Julia Programming Language Courses

NeuralODEs - Modeling Synaptic Tagging and Capture Dynamics

Explore NeuralODEs with prospective configuration to model synaptic tagging & capture dynamics in memory formation using Julia's computational power for biologically plausible neural simulations.

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

GraphBLAS and Sparse Computation on GPUs - Limits and Progress

Explore GPU challenges in sparse linear algebra and GraphBLAS implementation, covering memory bottlenecks, load balancing issues, and modular kernel solutions using Julia.

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

Juggling Astro Catalogs in Julia - Convenience Meets Performance

Discover how Julia's ecosystem handles astronomical catalogs with seamless integration from coordinates to visualization, showcasing packages for querying, matching, and analyzing observational data.

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

Julia in C World - Fast, Safe and Seamless

Discover how Julia integrates seamlessly with C code, enabling fast and safe interoperability for high-performance computing applications.

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

FunctionFusion.jl - The Algorithm Composition Framework

Discover FunctionFusion.jl, a Julia framework for composing algorithms from modular components, bridging development and production environments while maintaining optimal performance.

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

Krang.jl - Physics Inference from Images of Black Holes

Discover how Krang.jl enables efficient raytracing algorithms for Kerr black hole spacetime, specializing in gravitational lensing analysis for VLBI observations and Event Horizon Telescope data.

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

Manifolds in Numerical Computations with JuliaManifolds

Explore JuliaManifolds for robotics, optimization, and statistical tools on manifolds, covering geometric Kalman filters, Manopt.jl performance, and advanced manifold-based models.

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

Unlocking the Power of Google OR-Tools with MathOptInterface.jl

Discover how to leverage Google's OR-Tools solvers through MathOptInterface.jl for optimization problems, including linear programming, constraint programming, and routing solutions.

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

Groups and Smooth Geometry Using LieGroups.jl

Discover how to work with Lie groups and smooth geometry in Julia programming through practical implementations and mathematical foundations.

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

Efficient Constrained Optimization using ConicSolve.jl

Master constrained optimization with ConicSolve.jl, covering interior-point methods for LP, QP, SOCP, and SDP problems with practical robotics and image processing examples.

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

JuliaQCD - Portable Lattice QCD Package in Julia Language

Discover JuliaQCD, a portable lattice quantum chromodynamics package built in Julia for high-performance computational physics simulations and research applications.

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

Going Beyond Graphs - Simplicial, Hyper, and Relational Structure

Explore advanced mathematical structures beyond traditional graphs including simplicial complexes, hypergraphs, and relational frameworks using Julia.

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

Rational Function Approximation in Julia

Discover rational function approximation techniques and implementations using Julia programming language for numerical computing applications.

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

Quasar.jl - A Pure Julia Parser for OpenQASM 3

Discover Quasar.jl, a pure Julia parser for OpenQASM 3 that converts quantum circuit instructions for execution on real hardware or simulators, addressing key community needs.

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

Finch.jl - Flexible and Efficient Sparse Tensor Programming

Discover Finch.jl, a state-of-the-art sparse tensor framework that automatically generates efficient, fused kernels for high-performance sparse array programming in Julia.

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