The Julia Programming Language Courses

Pluto.jl - Interactive Package Development and Debugging

Explore interactive package development and debugging in Julia using Pluto.jl, PlutoDevMacros, and PlutoVSCodeDebugger.jl for streamlined workflows and enhanced productivity.

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

Molly.jl - Molecular Dynamics in Julia

Explore Molly.jl for molecular dynamics simulations in Julia. Learn about its features, advantages, and applications in research, including differentiable molecular simulation and force field improvement.

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

Rembus.jl: A Pub/Sub and Remote Procedure Call Middleware for Microservices

Explore Rembus.jl, a middleware for distributed systems. Learn to implement pub/sub and RPC architectures, exchange data between languages, and leverage fault-tolerance features.

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

Designing Satellite Constellations with Julia

Explore satellite constellation design using Julia, focusing on simulation flexibility, performance, and rapid iteration for next-generation systems like Eutelsat-OneWeb.

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

Curling with Julia: A Brief Overview of CurlHTTP.jl

Explore CurlHTTP.jl, a high-level Julia wrapper for LibCURL's HTTP functionality. Learn its features, usage, and development challenges in handling HTTP requests and TLS.

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

EditBoundary.jl - A Quest to Revive Structured Quad Meshes

Explore algorithms for efficient polygonal approximation in cartography and hydrology, reducing data points while preserving shape for improved visualization and processing in GIS.

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

Solving Integral Equations with Inti.jl - JuliaCon 2024

Explore Inti.jl for solving volume and boundary integral equations in mathematical physics. Learn about its user-friendly features, integration capabilities, and specialized routines for handling singular kernels.

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

Integrating Julia for Perception Tasks in Autonomous Driving

Explore Julia's potential in autonomous driving perception tasks, from LIDAR processing to ML algorithm development and integration in real vehicles.

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

Strategies to Integrate Data and Biogeochemical Models

Explore integrating data and biogeochemical models using Sindbad.jl framework. Learn hybrid approaches combining physics-based models with neural networks for ecosystem dynamics simulation.

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

JuliaHub's AskAI: Enhancing ChatGPT with Julia-Specific Context

Explore JuliaHub's AskAI feature, enhancing ChatGPT with Julia-specific context for improved code generation and reduced hallucinations. Learn about documentation processing, knowledge retrieval, and potential IDE integrations.

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

DimensionalData.jl: Named Dimensions for Julia Data

Explore DimensionalData.jl for named dimensions in Julia arrays, focusing on extensibility, diverse lookup behaviors, and seamless plotting integration.

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

Creating Enterprise Grade Desktop Applications with Julia

Develop enterprise-ready Julia desktop apps: cybersecurity compliance, certification, air-gapped deployment, automated builds, distributed environments, license management, and code obfuscation.

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

Personalising Models of Human Blood Sugar Using SciML - JuliaCon 2024

Explore personalised models of human blood sugar responses using SciML. Learn about neural universal differential equations and their application in precision nutrition for improved metabolic health.

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

ODINN.jl - Multi-language Geoscientific Machine Learning for Glacier Evolution Modeling

Explore ODINN.jl, a global glacier evolution model using Julia's SciML capabilities for geoscientific machine learning, combining differential equations with Python tools for flexible, multi-language modeling.

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

What's Next for Transducers.jl - JuliaCon 2024

Explore the future of Transducers.jl, a Julia package for efficient data transformation. Learn about its unique features, current challenges, and upcoming improvements for enhanced performance and usability.

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