{"product_id":"data-science-at-the-command-line-obtain-scrub-explore-and-model-data-with-unix-power-tools-paperback","title":"Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with Unix Power Tools - Paperback","description":"\u003cp\u003eby \u003cb\u003eJeroen Janssens\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eJeroen Janssens teaches data science; often through training and coaching, occasionally through speaking, and infrequently through writing. His interests include visualizing data, building machine learning models, and automating things using either Python, R, or Bash. He is the author of Data Science at the Command Line, published by O'Reilly Media. Jeroen holds a PhD in machine learning from Tilburg University and an MSc in artificial intelligence from Maastricht University. Previously, he was an assistant professor at Jheronimus Academy of Data Science and a data scientist at Elsevier in Amsterdam and various startups in New York City. Currently, Jeroen is the CEO of Data Science Workshops, which organises open enrollment workshops, in-company courses, inspiration sessions, hackathons, and meetups. All related to data science of course. He lives with his wife and two kids in Rotterdam, the Netherlands.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 280\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.59 x 9.19 x 7 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e September 21, 2021\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":47382534127794,"sku":"9781492087915","price":65.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0770\/3891\/1666\/files\/e137cedeeddae677dc4114a2956ccf8b.webp?v=1777837339","url":"https:\/\/box.dadyminds.org\/products\/data-science-at-the-command-line-obtain-scrub-explore-and-model-data-with-unix-power-tools-paperback","provider":"DADYMINDS BOX","version":"1.0","type":"link"}