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Item #:
44876900
Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with UNIX Power Tools Paperback
Item #:
44876900
ZAR 1019
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Learn how to greatly improve your data science workflow by leveraging the command line's power.
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What Stands Out
Command Line Mastery
Master data science techniques using powerful UNIX command line tools, enhancing productivity and efficiency for data analysts and scientists looking to streamline their workflow.
Comprehensive Workflow
Provides a complete data science workflow from obtaining to modeling data, making it ideal for beginners and seasoned professionals wanting to refine their processes.
Practical Applications
Offers hands-on examples and real-world applications, enabling readers to directly apply learned concepts to their data challenges, boosting practical understanding and skills.
Product Details
- Learn how to use command-line tools to efficiently obtain, scrub, explore, and model data
- Access a Docker image containing over 100 Unix power tools for Windows, macOS, or Linux
- Discover the agility, scalability, and extensibility of the command line technology
- Improve data science workflow by integrating command-line power with Python or R processing
- Ideal for data scientists, analysts, engineers, system administrators, and researchers
- Explore operations such as obtaining data from various sources, data scrubbing, visualization, and modeling
| Book format | Paperback |
| Fiction/nonfiction | Non-Fiction |
| Genre | Computing & Internet |
| Pages | 280 |
| Reading level | Professional and Scholarly |
| Subgenre | Computers |
| Edition | 2 |
| Publisher | O'Reilly Media |
| Original languages | English |
| Language | English |
| Assembled product height | 9.19 in (23.3 cm) |
| Assembled product weight | 1 lb (450 grams) |
| Bisac subject heading | Computers |
Who Should Buy?
-
Data Enthusiasts
Individuals eager to enhance their data manipulation skills using command line tools for better efficiency.
-
UNIX Users
Users familiar with UNIX who want to apply command line techniques to data science tasks effectively.
-
Self-Learners
Individuals motivated to learn data science independently through practical examples and hands-on exercises.
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Beginners
Complete newcomers to data science without UNIX knowledge may struggle to grasp the concepts presented in this book.
Product Description
Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with UNIX Power Tools Paperback
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Features & Benefits
- Learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data.
- Ideal for data scientists, analysts, engineers, system administrators, and researchers.
- Obtain data from websites, APIs, databases, and spreadsheets.
- Perform scrub operations on text, CSV, HTML, XML, and JSON files.
- Explore data, compute descriptive statistics, and create visualizations.
- Leverage the command line from Python, Jupyter, R, RStudio, and Apache Spark.
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