Description: Further DetailsTitle: Data Science at the Command LineCondition: NewEAN: 9781492087915ISBN: 9781492087915Publisher: O'Reilly MediaFormat: PaperbackRelease Date: 08/27/2021Item Height: 232mmItem Length: 178mmAuthor: Jeroen JanssensLanguage: EnglishSubtitle: Obtain, Scrub, Explore, and Model Data with Unix Power ToolsDescription: 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 algorithmsCountry/Region of Manufacture: USGenre: Computing & InternetRelease Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Data Science at the Command Line
Title: Data Science at the Command Line
EAN: 9781492087915
ISBN: 9781492087915
Release Date: 08/27/2021
Release Year: 2021
Subtitle: Obtain, Scrub, Explore, and Model Data with Unix Power Tools
Country/Region of Manufacture: US
Genre: Computing & Internet
Number of Pages: 280 Pages
Language: English
Publication Name: Data Science at the Command Line : Obtain, Scrub, Explore, and Model Data with Unix Power Tools
Publisher: O'reilly Media, Incorporated
Publication Year: 2021
Item Height: 0.8 in
Subject: Mathematical & Statistical Software, General, Data Processing, Databases / General
Item Weight: 18.4 Oz
Type: Textbook
Item Length: 9.2 in
Author: Jeroen Janssens
Subject Area: Mathematics, Computers
Item Width: 7 in
Format: Trade Paperback