h-Klok/StatsWithJuliaBook resource

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1090 stars · 273 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A companion repository of 200+ Julia code blocks for the book 'Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence'. It covers probability, statistical inference, regression, machine learning basics, and dynamic model simulation through runnable examples.

Use cases

• learn statistics with julia
• julia code examples for probability distributions
• hypothesis testing examples in julia
• linear regression tutorial julia
• machine learning basics with julia
• simulate dynamic models in julia
• learn julia for data science

When to choose

• you want to learn or refresh statistics using Julia
• you know statistics and want to see it implemented in Julia
• you want runnable code accompanying a structured textbook

When to avoid

• you need a production statistics or ML library rather than educational examples
• you don't use Julia and won't install it
• you need comprehensive machine learning coverage beyond the basics

Facets

learning-resource · maturity stable

data-science machine-learning math data-science machine-learning tutorials education cross-platform statistics julia-language textbook-code probability hypothesis-testing regression simulation julia

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markdown · JSON · MCP: product_card(name="h-Klok/StatsWithJuliaBook")