BOOKS - PROGRAMMING - Data Analysis with Rust Notebooks
Data Analysis with Rust Notebooks - Dr. Shahin Rostami 2022 PDF Independently published BOOKS PROGRAMMING
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Data Analysis with Rust Notebooks
Author: Dr. Shahin Rostami
Year: 2022
Number of pages: 109
Format: PDF
File size: 10.1 MB
Language: ENG

A practical book on Data Analysis with Rust Notebooks that teaches you the concepts and how they're implemented in practice. The Rust programming language has become a popular choice amongst software engineers since its release in 2010. Besides being something new and interesting, Rust promised to offer exceptional performance and reliability. In particular, Rust achieves memory-safety and thread-safety through its ownership model. Instead of runtime checks, this safety is assured at compile time by Rust's borrow checker. This prevents undefined behaviour such as dangling pointers! I had originally planned to use Plotters for all the graphing in this book. However, shortly after finding Plotters, I found out that a Rust library had enabled Plotly support. You will see this in later sections, but for now, here is an example of how Plotters works. In my other book, Practical Evolutionary Algorithms, I relied on the Plotly graphic libraries to generate visualisations throughout each notebook. When I started writing Rust Notebooks a Plotly solution was not available, however, I found Plotters to be a suitable alternative for rendering visualisations.

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