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Data Science at the Command Line

Name: Data Science at the Command Line
Brand: O'Reilly Media
SKU: 40436160
Price: 19089 HUF
Availability: InStock
Author: Jeroen Janssens
ISBN: 9781492087861

Jeroen Janssens

Language

English

E-book Adobe ePub DRM

Publishers O'Reilly Media, August 2021

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

Libristo code: 40436160

127 b

19 089 Ft

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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 spreadsheetsPerform scrub operations on text, CSV, HTM, XML, and JSON filesExplore data, compute descriptive statistics, and create visualizationsManage your data science workflowCreate reusable command-line tools from one-liners and existing Python or R codeParallelize and distribute data-intensive pipelinesModel data with dimensionality reduction, clustering, regression, and classification algorithms