Data Science at the Command Line 2024 pdf epub mobi 電子書下載

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Data Science at the Command Line pdf epub mobi 著者簡介

Jeroen is a Senior Data Scientist at YPlan in New York City. He has an M.Sc. in Artificial Intelligence and a Ph.D. in Machine Learning. He has authored a book titled Data Science at the Command Line, which has just been published by O'Reilly. Jeroen enjoys biking the Brooklyn Bridge, building tools, and eating stroopwafels.

Data Science at the Command Line pdf epub mobi 圖書描述

This hands-on 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—whether you’re on Windows, OS X, or Linux—author Jeroen Janssens introduces the Data Science Toolbox, an easy-to-install virtual environment packed with over 80 command-line tools.

Discover why the command line is an agile, scalable, and extensible technology. Even if you’re already comfortable processing data with, say, Python or R, you’ll greatly improve your data science workflow by also leveraging the power of the command line.

●Obtain data from websites, APIs, databases, and spreadsheets

●Perform scrub operations on plain text, CSV, HTML/XML, and JSON

●Explore data, compute descriptive statistics, and create visualizations

●Manage your data science workflow using Drake

●Create reusable tools from one-liners and existing Python or R code

●Parallelize and distribute data-intensive pipelines using GNU Parallel

●Model data with dimensionality reduction, clustering, regression, and classification algorithms

Data Science at the Command Line 2024 pdf epub mobi 電子書下載

Data Science at the Command Line pdf epub mobi 圖書目錄

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發表於2024-05-14

Data Science at the Command Line 2024 pdf epub mobi 電子書下載

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出版者:O'Reilly Media

作者:Jeroen Janssens

出品人:

頁數:212

譯者:

出版時間:2014-10-20

價格:USD 39.99

裝幀:Paperback

isbn號碼:9781491947852

叢書系列: