Think Stats 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Allen B. Downey 作者

O'Reilly Media

譯者

2011-7-22 出版日期

140 頁數

USD 29.99 價格

Paperback

叢書系列

9781449307110 圖書編碼

Think Stats 在線電子書圖書標籤: 統計學數據分析 O'Reilly 統計 statistics Python 編程機器學習

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發表於2025-01-14

Think Stats 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Think Stats 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Think Stats 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

Think Stats 在線電子書用戶評價

評分☆☆☆☆☆

一本介紹統計學的入門書，以python作為代碼實現。一個有特色的地方是在介紹統計學概念的時候都直接引用瞭維基百科的條目，供讀者自行查閱。自己讀下來覺得不算很難，程序員可以藉此入門統計學。

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用程序實現和圖形化的辦法來理解概率統計的基本概念。細節不夠。

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挺奇怪的一本書。但願有用、

評分☆☆☆☆☆

Think Stats 在線電子書著者簡介

Allen Downey is a Professor of Computer Science at the Olin College of Engineering. He has taught computer science at Wellesley College, Colby College and U.C. Berkeley. He has a Ph.D. in Computer Science from U.C. Berkeley and Master's and Bachelor's degrees from MIT.

Think Stats 在線電子書著者簡介

Think Stats 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Think Stats 在線電子書圖書描述

If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.

You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.

Develop your understanding of probability and statistics by writing and testing code

Run experiments to test statistical behavior, such as generating samples from several distributions

Use simulations to understand concepts that are hard to grasp mathematically

Learn topics not usually covered in an introductory course, such as Bayesian estimation

Import data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics tools

Use statistical inference to answer questions about real-world data

Think Stats 在線電子書下載 mobi epub pdf txt 在線電子書下載

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