Data Science at the Command Line: Facing the Future with Time-Tested Tools
Language: English
Published by O'Reilly Media, 2014
- Softcover
- Used
Seller: Evergreen Goodwill, Seattle, WA, U.S.A.Evergreen Goodwill
AbeBooks seller since November 7, 2006
Condition: Used - Good
US$ 4.67
Quantity: 1 available
Add to basketSeller Inventory # mon0000783273
- Title
- Data Science at the Command Line: Facing the Future with Time-Tested Tools
- Author
- Janssens, Jeroen
- Publisher
- O'Reilly Media
- Publication year
- 2014
- Condition
- Good
- Binding
- paperback
- Language
- English
- ISBN 10
- 1491947853
- ISBN 13
- 9781491947852
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
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
Evergreen Goodwill
Seattle, WA, U.S.A.
AbeBooks seller since November 7, 2006
Shipping rates within U.S.A.
| Item | 5 to 14 business days | 3 to 6 business days |
|---|---|---|
| First item | US$ 3.99 | US$ 6.99 |
Payment methods
Store description
This book is being offered by Goodwill, a non-profit organization. All funds raised are used to support the Goodwill which provides quality, effective employment training and basic education to individuals experiencing significant barriers to economic opportunity. Because Jobs Change Lives. Proceeds from the sale of these goods and financial donations from the community make it possible for us to operate our free job training programs. Your donations and purchases help support these important programs and make the community a better place for all of us.…
Specialty
Collectible, Rare, Out of PrintSeller's business information
Seattle Goodwill Industries
700 Dearborn PL S
Seattle, WA U.S.A. 98144
Terms of sale
Returns are accepted according to the Abebooks Returns Policy. We respond to all inquiries within 2 business days.
Shipping terms
We ship everything within 48 hours, and all our orders are shipped via UPS Mail Innovations. Please let us know if you have any questions or concerns. Customer satisfaction is our top priority.