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Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with Unix Power Tools Ed 2 free ebook download

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Databases

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Author(s):	Jeroen Janssens

Date:	2021	Format:	epub	Language:	English	ISBN/ASIN:	1492087912
Pages:	250	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	7/4/2021 8:50:06 PM

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This 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 80 tools useful whether you work with Windows, macOS, or Linux.
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, and engineers  software and machine learning engineers  and system administrators.
Obtain data from websites, APIs, databases, and spreadsheets
Perform scrub operations on text, CSV, HTM, XML, and JSON files
Explore data, compute descriptive statistics, and create visualizations
Manage your data science workflow
Create reusable command-line tools from one-liners and existing Python or R code
Parallelize and distribute data-intensive pipelines
Model data with dimensionality reduction, clustering, regression, and classification algorithms

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3014526	Book	https://tezfiles.com/file/da2feee580de3/...		0.00	gestalt

Tags: Command Data Explore Line Model Obtain Power Science Scrub Tools

Title	Link	Password	Size	Reason

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Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with Unix Power Tools Ed 2 free ebook download

Category: Databases

Description: Click to see full description

Category:
Databases