Literate Programming Courses and Certifications

Hausdorff Center for Mathematics

Literate Programming in Lean

Explore literate programming implementation in Lean, combining code and documentation for enhanced readability and understanding of complex mathematical proofs and algorithms.

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

EmacsConf and Emacs hangouts

Literate Programming for the 21st Century

Explore modern literate programming techniques in Emacs, covering advantages, code evaluation methods, navigation strategies, and practical implementation approaches for better documentation and code organization.

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

EmacsConf and Emacs hangouts

Teaching Computer and Data Science with Literate Programming Tools - Emacs and Org-mode

1 review

Explore how Emacs and Org-mode enhance teaching computer and data science through literate programming, improving student engagement and learning outcomes.

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

Association for Computing Machinery (ACM)

The Story in the Notebook - Exploratory Data Science Using a Literate Programming Tool

Explores data scientists' use of literate programming tools, revealing challenges in version control and narrative creation. Offers design recommendations for improved exploratory data analysis workflows.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

PyCon US

Write Your First Package Using Literate Programming

Aprenda a criar um pacote Python usando programação literária, combinando explicações em linguagem natural com código. Explore ferramentas como Jupyter Notebooks e Nbdev para desenvolvimento eficiente e documentação integrada.

• YouTube
• 1 hour 51 minutes
• On-Demand
• Conference Talk

The Julia Programming Language

Natural Science, Computer Modeling and Literate Programming

Explore literate programming techniques for enhancing reproducibility in scientific research, focusing on Entangled's approach to synchronizing code and documentation in natural science modeling.

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

Toronto Machine Learning Series (TMLS)

Literate Statistical Programming for Reproducible Data Science

Learn a reproducible, auditable workflow for data science projects using Literate Statistical Programming principles, tools, and techniques for improved experimentation and iteration.

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

The Julia Programming Language

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

EmacsConf and Emacs hangouts

Org Workflows for Developers

Explore Org mode workflows for developers, including note-taking, Git integration, literate programming, and productivity enhancements in Emacs.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

The Julia Programming Language

Writing and Maintaining Exceptional Documentation - JuliaCon 2024 Workshop

Learn to create stellar documentation for your Julia codebase. Master core principles, write effective docstrings, and use Documenter.jl to generate and deploy professional-quality docs online.

• YouTube
• 2 hours 55 minutes
• On-Demand
• Free Video

Data Council

Innovating on Software Development - Fast AI Approaches and Tools

Explore innovative software development approaches, tools, and their evolution. Learn about nbdev, its implementation, challenges, and future directions from fast.ai's entrepreneur-in-residence.

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

Rust

Corrode: Translating C to Rust - PDXRust September 2016

Explore Corrode, a tool for translating C to Rust, with insights on implementation, testing, and handling language differences. Learn about challenges and community contributions.

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

Open Data Science

The Future of Data Science Notebooks Is Collaborative

Explore the evolution of data science notebooks, their challenges, and the future of collaborative tools for modern data scientists. Learn about key trends and opportunities in this rapidly evolving field.

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

EmacsConf and Emacs hangouts

Haskell Code Exploration with Emacs

Explore Haskell code efficiently with Emacs using offline documentation, local resources, and specialized packages. Learn about literate programming and reindexing techniques for enhanced productivity.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

Wolfram

Beyond the Computational Essay - Evolving Notebooks into Robust Computational Systems

Explore techniques for transforming computational essays into robust, ongoing narratives and systems, overcoming common challenges in the process.

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