Think Stats 2024 pdf epub mobi 电子书

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Think Stats 2024 pdf epub mobi 电子书著者简介

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.

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发表于2024-12-22

Think Stats 2024 pdf epub mobi 电子书

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代码跑出来的概率统计问题；程序员的概率统计开心辞典；开放数据集，全代码攻略。现实工作中，人们常被要求用数据说话。可是，数据自己是不能说话的，只有对它进行可靠分析和深入挖掘才能找到有价值的信息。概率统计是数据分析的通用语言，是大数据时代预测未来的根基。站...

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出版者:O'Reilly Media

作者:Allen B. Downey

出品人:

页数:140

译者:

出版时间:2011-7-22

价格:USD 29.99

装帧:Paperback

isbn号码:9781449307110

丛书系列:

图书标签: 统计学数据分析 O'Reilly 统计 statistics Python 编程机器学习

Think Stats 2024 pdf epub mobi 电子书图书描述

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 2024 pdf epub mobi 电子书

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