The Julia Programming Language Courses

Survey of the Julia General Registry: Code, Documentation, and Testing

Explore Julia's General registry: package sizes, licenses, docs, tests, CI, and contributors. Learn to analyze packages with PackageAnalyzer.jl for ecosystem insights.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Pluto.jl - One Year Later: New Features and Future Plans

Explore Pluto.jl's latest features and future plans for interactive Julia notebooks, focusing on improvements in usability, package management, and export capabilities.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Changing Physics Education with Julia

Revolutionizing physics education by integrating Julia programming, focusing on nonlinear dynamics. Demonstrates how coding enhances understanding, introduces interactive applications, and discusses benefits of real-world exercises.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Julia: Great Language or the Greatest Language - Keynote by Jan Vitek

Keynote explores Julia's design, implementation, and performance, covering subtyping algorithms, type stability, and JIT compilation. Insights into language evolution and scientific programming revolution.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Tomographic Image Reconstruction with Julia

Explore Julia's capabilities for tomographic image reconstruction, focusing on large-scale inverse problems and matrix-free methods. Learn about package ecosystems for different imaging techniques.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Dictionaries.jl - Improved Productivity and Performance in Julia

Explore Dictionaries.jl for enhanced Julia productivity: alternative interface, data manipulation tools, implementation insights, and applications in tabular data with keys.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Agents.jl and the Next Chapter in Agent-Based Modelling

Explore Agents.jl for complex system modeling: learn its philosophy, simplicity, performance, interactivity, and integration with Julia ecosystem. Discover the future of agent-based modeling.

• YouTube
• 26 minutes
• On-Demand
• Free Video

The State of JuMP - Progress and Future Plans

Explore JuMP's progress, new features, and future plans for mathematical optimization in Julia. Learn about governance changes, NSF funding, and how to get involved in this powerful modeling language.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Introduction to Metaprogramming in Julia - JuliaCon 2021 Workshop

Comprehensive workshop on Julia metaprogramming, covering expressions, macros, and code generation. Ideal for intermediate users seeking to enhance their programming skills and create domain-specific languages.

• YouTube
• 2 hours 59 minutes
• On-Demand
• Free Video

Package Development: Improving Engineering Quality and Latency - JuliaCon 2021 Workshop

Aprenda a melhorar a qualidade e reduzir a latência no desenvolvimento de pacotes Julia, usando ferramentas avançadas para detectar e corrigir problemas de desempenho e robustez.

• YouTube
• 3 hours 4 minutes
• On-Demand
• Free Video

A Mathematical Look at Electronic Structure Theory - JuliaCon 2021 Workshop

Explore density-functional theory and numerical techniques for solving it using Julia. Learn about discretization, solution algorithms, and practical implementation with hands-on coding exercises.

• YouTube
• 3 hours 1 minute
• On-Demand
• Free Video

Statistics with Julia from the Ground Up - JuliaCon 2021 Workshop

Learn statistical applications in Julia through hands-on examples, covering probability, data manipulation, plotting, and modeling. Ideal for R users transitioning to Julia for data science and machine learning.

• YouTube
• 3 hours
• On-Demand
• Free Video

GPU Programming in Julia - Workshop

Comprehensive workshop on GPU programming in Julia, covering CUDA, AMDGPU, and oneAPI packages. Explores array operations, kernel programming, profiling, and real-world applications across different GPU architectures.

• YouTube
• 3 hours 5 minutes
• On-Demand
• Free Video

DataFrames.jl 1.0 Tutorial - Introduction and Advanced Functionalities

Comprehensive tutorial on DataFrames.jl 1.0, covering creation, manipulation, and analysis of data frames in Julia. Ideal for those with prior data frame experience in other languages.

• YouTube
• 3 hours 8 minutes
• On-Demand
• Free Video

Read and Manipulate Text Files in Julia - Week 4 Lesson 2

Learn to process text files in Julia, transforming them into word arrays and analyzing content through word and phrase counting techniques.

• YouTube
• 30 minutes
• On-Demand
• Free Video