Practical Statistics for Data Scientists, 2nd Edition pdf epub mobi txt 电子书下载 2024

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简体网页||繁体网页

Peter Gedeck

O'Reilly Media, Inc.

2019-5-1

400

USD 45.99

Paperback

9781492072928

图书标签: 统计学数据科学数据

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发表于2024-11-08

Practical Statistics for Data Scientists, 2nd Edition epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Practical Statistics for Data Scientists, 2nd Edition pdf epub mobi txt 电子书下载 2024

图书描述

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this practical guide—now including examples in Python as well as R—explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not.

Many data scientists use statistical methods but lack a deeper statistical perspective. If you’re familiar with the R or Python programming languages, and have had some exposure to statistics but want to learn more, this quick reference bridges the gap in an accessible, readable format.

With this updated edition, you’ll dive into:

Exploratory data analysis

Data and sampling distributions

Statistical experiments and significance testing

Regression and prediction

Classification

Statistical machine learning

Unsupervised learning

Practical Statistics for Data Scientists, 2nd Edition 下载 mobi epub pdf txt 电子书