PirateBay Download | data science command line jeroen janssens

data science command line jeroen janssens

Type:: E-books
Files:: 1
Size:: 7.6 MB
Uploaded On:: Oct. 7, 2014, 7:38 a.m.
Added By:: SectorVector
Seeders:: 0
Leechers:: 1
Info Hash:: EB4DA445D31271FA74CE5489B55B3F87CC32E8E7

Data Science at the Command Line: Facing the Future with Time-Tested Tools by Jeroen Janssens. Pages : 212. Publisher : O'Reilly Media, 2014 ISBN : 978-1491947852 Format : PDF 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 Author ====== Jeroen Janssens is a senior data scientist at YPlan in New York City. His specialties are in machine learning, anomaly detection, and data visualization. Jeroen is passionate about building open source tools for doing data science. He obtained a B.Sc. in Life Sciences and an M.Sc. in Artificial Intelligence, both cum laude from Maastricht University, the Netherlands. Jeroen completed his Ph.D. in Machine Learning at the Tilburg center for Cognition and Communication, Tilburg University. Outside of work, you may find him biking the Brooklyn Bridge, beatboxing, or eating stroopwafels. -_-

Get This Torrent

Filelist not found 0 bytes

Details for: Data Science at the Command Line - Jeroen Janssens

data science command line jeroen janssens

Similar Posts: