Data Science at the Command Line pdf epub mobi txt 電子書下載 2024

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Jeroen Janssens

O'Reilly Media

2014-10-20

212

USD 39.99

Paperback

9781491947852

圖書標籤: 數據分析 data 計算機數據挖掘編程 cs Python 計算機科學

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发表于2024-12-26

Data Science at the Command Line epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Data Science at the Command Line pdf epub mobi txt 電子書下載 2024

圖書描述

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

Data Science at the Command Line 下載 mobi epub pdf txt 電子書

著者簡介

Jeroen is a Senior Data Scientist at YPlan in New York City. He has an M.Sc. in Artificial Intelligence and a Ph.D. in Machine Learning. He has authored a book titled Data Science at the Command Line, which has just been published by O'Reilly. Jeroen enjoys biking the Brooklyn Bridge, building tools, and eating stroopwafels.

圖書目錄

Data Science at the Command Line pdf epub mobi txt 電子書下載

想要找書就要到小哈圖書下載中心

qciss.net

立刻按 ctrl+D收藏本頁

你會得到大驚喜!!

用戶評價

評分☆☆☆☆☆

書中提到的好多tool都不是Linux中原生的，快速翻瞭大半本，覺得一般

評分☆☆☆☆☆

不少工具不是linux 原生的..

評分☆☆☆☆☆

命令行的強大毋庸置疑，字符界麵的簡潔高效也叫人覺得異常舒服，然而書中介紹的這個工具不怎麼在意，還是喜歡Anaconda，還有書裏所采用的環境設置用的是Vagrant，我比較偏好Docker

評分☆☆☆☆☆

kind of outdated

評分☆☆☆☆☆

kind of outdated

讀後感

評分☆☆☆☆☆

本书集实用性和先进性于一身，为数据分析人员使用命令行这个灵活的工具提供了重要参考。作者讲解了众多实用的命令行工具，以及如何使用它们高效地获取、清洗、探索和建模数据。无论你使用Windows、OS X，还是Linux，都可以安装包含80多个命令行工具的“数据科学工具箱”，迅速...

評分☆☆☆☆☆

在电脑上细看了前4章。 1. 最新版本已经使用docker来建「虚拟环境」了，2014年的版本是用VirtualBox。最新的在线版本 https://www.datascienceatthecommandline.com/ 2. 数据处理的步骤还是那些：获取，数据清洗，可视化，建模，解释 3.命令行工具很强大，目测可以完成常用的数...

評分☆☆☆☆☆

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Data Science at the Command Line pdf epub mobi txt 電子書下載 2024