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Data Science at the Command Line : Obtain, Scrub, Explore, and Model Data Wit...

Description: Data Science at the Command Line : Obtain, Scrub, Explore, and Model Data With Unix Power Tools, Paperback by Janssens, Jeroen; O'Reilly, Tim (FRW), ISBN 1492087912, ISBN-13 9781492087915, Like New Used, Free shipping in the US

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. Youll 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 100 Unix power tools--useful whether you work with Windows, macOS, or Linux.

Youll quickly discover why the command line is an agile, scalable, and extensible technology. Even if youre comfortable processing data with Python or R, youll learn how to greatly improve your data science workflow by leveraging the command lines power. This book is ideal for data scientists, analysts, engineers, system administrators, and researchers.

  • Obtain data from websites, APIs, databases, and spreadsheets
  • Perform scrub operations on text, CSV, HTML, XML, and JSON files
  • Explore data, compute descriptive statistics, and create visualizations
  • Manage your data science workflow
  • Create your own tools from one-liners and existing Python or R code
  • Parallelize and distribute data-intensive pipelines
  • Model data with dimensionality reduction, regression, and classification algorithms
  • Leverage the command line from Python, Jupyter, R, RStudio, and Apache Spark

Price: 49.68 USD

Location: Jessup, Maryland

End Time: 2024-11-18T01:31:02.000Z

Shipping Cost: 0 USD

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Data Science at the Command Line : Obtain, Scrub, Explore, and Model Data Wit...

Item Specifics

Restocking Fee: No

Return shipping will be paid by: Buyer

All returns accepted: Returns Accepted

Item must be returned within: 14 Days

Refund will be given as: Money Back

Book Title: Data Science at the Command Line : Obtain, Scrub, Explore, and Mo

Number of Pages: 280 Pages

Publication Name: Data Science at the Command Line : Obtain, Scrub, Explore, and Model Data with Unix Power Tools

Language: English

Publisher: O'reilly Media, Incorporated

Subject: Mathematical & Statistical Software, General, Data Processing, Databases / General

Item Height: 0.8 in

Publication Year: 2021

Type: Textbook

Item Weight: 18.4 Oz

Subject Area: Mathematics, Computers

Author: Jeroen Janssens

Item Length: 9.2 in

Item Width: 7 in

Format: Trade Paperback

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