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, ...
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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
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Add this copy of Data Science at the Command Line: Facing the Future to cart. $22.48, fair condition, Sold by BooksRun rated 4.0 out of 5 stars, ships from Philadelphia, PA, UNITED STATES, published 2014 by O'Reilly Media.
Add this copy of Data Science at the Command Line: Facing the Future to cart. $49.80, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 2014 by O'Reilly UK Ltd.
Add this copy of Data Science at the Command Line: Facing the Future to cart. $109.69, new condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 2014 by O'Reilly UK Ltd.
