{"product_id":"data-science-at-the-command-jeroen-janssens-9781492087915","title":"Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with UNIX Power Tools","description":"\u003cp\u003eThis 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 100 Unix power tools--useful whether you work with Windows, macOS, or Linux. \u003c\/p\u003e\u003cp\u003e 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, engineers, system administrators, and researchers. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eObtain data from websites, APIs, databases, and spreadsheets \u003c\/li\u003e\n\u003cli\u003ePerform scrub operations on text, CSV, HTML, XML, and JSON files \u003c\/li\u003e\n\u003cli\u003eExplore data, compute descriptive statistics, and create visualizations \u003c\/li\u003e\n\u003cli\u003eManage your data science workflow \u003c\/li\u003e\n\u003cli\u003eCreate your own tools from one-liners and existing Python or R code \u003c\/li\u003e\n\u003cli\u003eParallelize and distribute data-intensive pipelines \u003c\/li\u003e\n\u003cli\u003eModel data with dimensionality reduction, regression, and classification algorithms \u003c\/li\u003e\n\u003cli\u003eLeverage the command line from Python, Jupyter, R, RStudio, and Apache Spark \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jeroen Janssens\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1492087912\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781492087915\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/21\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 280\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.59d","brand":"Jeroen Janssens","offers":[{"title":"Paperback","offer_id":44044169904383,"sku":"9781492087915","price":65.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_efb375dc-438c-4377-8d25-0e603cb609f8.jpg?v=1684971328","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-science-at-the-command-jeroen-janssens-9781492087915","provider":"WR Book House","version":"1.0","type":"link"}