Practical Statistics for Data Scientists: 50 Essential Concepts

Peter Bruce, Andrew Bruce

Practical Statistics for Data Scientists: 50 Essential Concepts

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商品描述

A key component of data science is statistics and machine learning, but only a small proportion of data scientists are actually trained as statisticians. This concise guide illustrates how to apply statistical concepts essential to data science, with advice on how to avoid their misuse.

Many courses and books teach basic statistics, but rarely from a data science perspective. And while many data science resources incorporate statistical methods, they typically lack a deep statistical perspective. This quick reference book bridges that gap in an accessible, readable format.

商品描述(中文翻譯)

數據科學的一個重要組成部分是統計學和機器學習，但只有少數數據科學家接受過統計學的培訓。這本簡明指南展示了如何應用於數據科學至關重要的統計概念，並提供了如何避免誤用的建議。

許多課程和書籍教授基礎統計學，但很少從數據科學的角度出發。而且，雖然許多數據科學資源包含統計方法，但它們通常缺乏深入的統計學觀點。這本快速參考書填補了這一差距，以易於理解的格式呈現。

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