Python for R Users

Ajay Ohri

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商品描述

This book is the first of its kind to provide a reference that enables students and practitioners to easily learn to code in Python if they are familiar with R and vice versa, even if they are beginners in the second language. It also provides a detailed introduction and overview of each language to the reader who might be unfamiliar with the other. While R has better statistical and graphical tools, Python has good machine learning tools and proves to be more useful software for the analysis of Big Data. A unique feature of this book is how it provides a command-by-command translation between R and Python for many mathematical, visualization and machine learning techniques. The intended audience is statistical practitioners and data scientists trying to learn one of R or Python or both, as well as students that are familiar with one of the languages.

商品描述(中文翻譯)

這本書是第一本提供參考的書籍,讓學生和從業人員能夠在已經熟悉R的情況下輕鬆學習Python編程,反之亦然,即使他們在第二種語言中是初學者。它還向讀者提供了對每種語言的詳細介紹和概述,以便那些對另一種語言不熟悉的讀者能夠理解。雖然R具有更好的統計和圖形工具,但Python具有良好的機器學習工具,並且在大數據分析方面證明了其更有用的軟件。這本書的一個獨特之處在於它提供了R和Python之間許多數學、可視化和機器學習技術的逐個命令翻譯。目標讀者是統計從業人員和數據科學家,他們想要學習R或Python或兩者,以及熟悉其中一種語言的學生。