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Data Science at the Command Line

Name: Data Science at the Command Line
Brand: O'Reilly Media, Inc, USA
SKU: 35340733
Price: 1121 CZK
Availability: InStock
Author: Jeroen Janssens
ISBN: 9781492087915

Jeroen Janssens

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 35340733

Nakladatelství O'Reilly Media, Inc, USA, srpen 2021

This thoroughly revised guide demonstrates how the flexibility of the command line can help you beco... Celý popis

Libristo kód: 35340733

112 b

1 121 Kč

Skladem u dodavatele Odesíláme za 9-13 dnů

Až 30 dní na vrácení zboží

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This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 80 tools--useful whether you work with Windows, macOS, or Linux. You'll quickly discover why the command line is an agile, scalable, and extensible technology. Even if you're comfortable processing data with Python or R, you'll learn how to greatly improve your data science workflow by leveraging the command line's power. This book is ideal for data scientists, analysts, and engineers; software and machine learning engineers; and system administrators. Obtain data from websites, APIs, databases, and spreadsheets Perform scrub operations on text, CSV, HTM, XML, and JSON files Explore data, compute descriptive statistics, and create visualizations Manage your data science workflow Create reusable command-line tools from one-liners and existing Python or R code Parallelize and distribute data-intensive pipelines Model data with dimensionality reduction, clustering, regression, and classification algorithms