The Julia Programming Language Courses

CedarEDA Tutorial - A Fresh Approach to Circuit Simulation

Explore circuit simulation with CedarEDA: import circuits, perform simulations, compute performance measures, set up automated verification, and tune parameters for optimal results.

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

Automated Theorem Proving with dL in Julia

Explore automated theorem proving for hybrid systems using Elenchos, a Julia package simplifying verification of ModelingToolkit.jl models with differential dynamic logic and KeYmaera X.

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

BinaryBuilder 2: Return of the Compilers - JuliaCon 2024

Explore BinaryBuilder 2's redesign, addressing pain points and unlocking new capabilities for complex software projects, multiple compilers, and platforms in Julia package development.

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

FUSE.jl: The Power of Julia for the Fusion Industry

Explore FUSE.jl, a unified framework for fusion device design using Julia. Learn how it integrates models, enhances efficiency, and optimizes fusion power plant designs through multi-objective approaches.

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

Nurturing a Quantum Open-Source Ecosystem

Explore Unitary Fund's initiatives in quantum open-source: microgrants, community activities, and research projects. Gain insights into fostering innovation and collaboration in quantum technology.

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

Practical Acausal Component-Based Modeling for Engineering Systems with ModelingToolkit.jl in Julia

Build reusable components for scientific modeling and engineering using ModelingToolkit.jl in Julia, focusing on acausal modeling and digital twin creation.

• YouTube
• 2 hours 15 minutes
• Self-Paced
• Free Video

Subzero.jl: Fast and Flexible Sea Ice Physics

Explore efficient sea ice modeling with Subzero.jl, leveraging Julia's speed for advanced climate simulations. Learn about discrete-element modeling and performance improvements in sea ice dynamics research.

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

Computer-Aided Design of Quantum Integrated Circuits

Explore Layout.jl for CAD of quantum hardware, featuring 2D layouts, 3D models, and schematic-driven workflows. Learn geometric operations, automated placement, and integration with other tools.

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

UnROOT.jl - Data I/O for High-Energy Physics in Julia

Explore UnROOT.jl, a Julia package for high-performance data I/O in high-energy physics. Learn about its optimizations, type stability challenges, and performance comparisons with popular alternatives.

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

AI Hardware and Real-world AI - JuliaCon 2024

Explore AI's computational impact, from theoretical understanding to efficient hardware design. Gain insights on optimizing AI models for real-world applications across various computational scales.

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

DistributedWorkflow.jl - A Task-Based Workflow System Interface

Explore DistributedWorkflow.jl, a Julia interface for task-based workflow management. Learn to build domain-specific workflows, leverage dynamic scheduling, and simplify parallel distributed application development for HPC and domain scientists.

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

Interfaces.jl: Base and Package Interface Tests for Your Objects

Learn to define and test strict interfaces in Julia using Interfaces.jl. Explore run-time and compile-time constraints, optional components, and traits for improved package interoperability and robust object behavior.

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

Randomized Diagonal Estimation in Julia

Explore RandomizedDiagonalEstimation.jl, a toolkit for implicit diagonal estimation in large matrices, featuring established algorithms and novel extensions for matrix functions.

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

QSS: A Solver for Large Sparse Stiff Discontinuous Systems

Explore QSS algorithms for solving large sparse stiff discontinuous systems, outperforming classic solvers in specific scenarios like switched power converter circuits.

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

Why I Use Julia for Quantum Computing

Explore quantum computing's hardware, algorithms, and challenges, with insights on Julia's role and potential in this emerging field.

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