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The Julia Programming Language

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Liquid Crystal Modeling - Thermodynamics and Numerical Methods

Explore thermodynamically consistent liquid crystal modeling using Julia's hybrid lattice Boltzmann methods to predict complex patterns and behaviors in 2D/3D systems.
- YouTube
- 11 minutes
- Self-Paced
- Free Video
TaskGroups - Reusable Worker Pools

Discover TaskGroups, a high-level multi-threading abstraction for creating reusable worker pools in Julia, presented by Kiran Pamnany from Relational AI at JuliaCon Global 2025.
- YouTube
- 11 minutes
- Self-Paced
- Free Video
The Past, Present, and Future of Sparse Computations

Explore sparse computation techniques, large-scale parallelism challenges, and future trends in scientific computing with emphasis on physics, biology, and chemistry applications.
- YouTube
- 55 minutes
- Self-Paced
- Free Video
MultipleInterfaces.jl - Multiple Inheritance and Multiple Dispatch

Discover how to implement multiple inheritance and enhanced dispatch in Julia using MultipleInterfaces.jl for complex type hierarchies and interface-based programming.
- YouTube
- 29 minutes
- Self-Paced
- Free Video
Accessors.jl Beyond @set - A Tour of the Opticland

Explore advanced Accessors.jl techniques beyond basic @set macros for sophisticated data manipulation in Julia programming.
- YouTube
- 24 minutes
- Self-Paced
- Free Video
GraphNeuralNetworks.jl - Deep Learning on Graphs with Julia

Discover GraphNeuralNetworks.jl, a flexible Julia framework for deep learning on graphs with GPU support, custom layer creation, and handling of heterogeneous/temporal graphs.
- YouTube
- 28 minutes
- Self-Paced
- Free Video
FlexiJoins.jl - The Ultimate Package for Dataset Joining

Discover FlexiJoins.jl, Julia's most flexible dataset joining package with optimal algorithms for equality, intervals, ranges, and distance-based joins across DataFrames and collections.
- YouTube
- 25 minutes
- Self-Paced
- Free Video
What's New in TidierPlots.jl

Discover the latest developments in TidierPlots.jl, a Julia implementation of R's ggplot2 for data visualization within the Tidier ecosystem.
- YouTube
- 12 minutes
- Self-Paced
- Free Video
Static Compilation and I/O Vignettes - Using --trim with HDF5

Explore static compilation challenges in Julia I/O operations, focusing on juliac's --trim feature with HDF5 and JSON packages for optimized binary sizes.
- YouTube
- 10 minutes
- Self-Paced
- Free Video
The Graph of Julia - Graph Algorithms and Package Dependencies in the Julia Ecosystem

Explore Julia's graph algorithms and metaprogramming capabilities through package dependency analysis, showcasing how Julia's dynamism makes it ideal for sparse and graph computations.
- YouTube
- 26 minutes
- Self-Paced
- Free Video
AliasTables.jl - State of the Art O(1) Discrete Random Sampling

Discover AliasTables.jl's O(1) discrete random sampling algorithms with novel optimizations, performance guarantees, and perfect accuracy verification in Julia programming.
- YouTube
- 29 minutes
- Self-Paced
- Free Video
Efficient Boundary Value Problems Solving in SciML

Explore advanced boundary value problem solving techniques in Julia's SciML ecosystem, featuring state-of-the-art solvers, error control adaptivity, and sparse AD integration.
- YouTube
- 38 minutes
- Self-Paced
- Free Video
Representing Small Floats for Machine Learning

Discover IEEE's emerging standard for floating-point formats in machine learning and Julia's advantages in multi-format implementation from the working group's Editor-in-Chief.
- YouTube
- 28 minutes
- Self-Paced
- Free Video
Non-Abelian Symmetries in the ITensor Software Library

Explore non-abelian symmetries implementation in ITensors.jl for tensor network computations in quantum physics, covering representation theory and performance optimization techniques.
- YouTube
- 29 minutes
- Self-Paced
- Free Video
Carlo.jl - High-Performance Monte Carlo Simulations in Julia

Discover how to build and run high-performance Monte Carlo simulations using Carlo.jl, from implementing custom codes to analyzing quantum magnets with practical examples.
- YouTube
- 29 minutes
- Self-Paced
- Free Video

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