This is the Linux app named Stats With Julia Book whose latest release can be downloaded as StatsWithJuliaBooksourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Stats With Julia Book
ОПИСАНИЕ
StatsWithJuliaBook is the companion code repository for the book Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence. It contains over 200 code blocks that correspond to the book’s ten chapters and three appendices, covering topics from probability theory and data summarization to regression analysis, hypothesis testing, and machine learning basics. The repository is designed for Julia users and provides ready-to-run examples that reinforce theoretical concepts with practical implementation. Readers can explore how Julia supports statistical modeling, simulation, and computational methods in data science workflows. The included initialization script simplifies package setup, ensuring that learners can focus on running and modifying the code examples. This project bridges the gap between textbook learning and hands-on coding, making it a valuable educational tool for students, researchers, and practitioners.
Особенности
- Contains 200+ code blocks from Statistics with Julia
- Covers probability, distributions, inference, and regression
- Includes machine learning basics and dynamic model simulations
- Appendices with additional Julia language features and packages
- Compatible with Julia 1.4+ and Pluto notebooks
- Easy setup with provided initialization scripts
Язык программирования
Юлия
Категории
This is an application that can also be fetched from https://sourceforge.net/projects/stats-with-julia-book.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
