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
Allen Downey is an Associate 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.
我是有一天没事做照着Ruby官网的Get Started写个Hello World,玩玩新的语言,然后就走上了不归路…… 听说Rails很好很强大,然后就去玩玩。不过Rails中文资料缺乏而且滞后,于是啃英文资料,但还是啃不下去。因为Rails做Web开发很方便,但也要求开发者要掌握许多多东西。什么H...
评分sinatra的核心代码有一千多行,看懂还是不容易的,需要ruby功力。 幸好有这本书,解释了核心代码的作用。 介绍了rack机制,适用于rails。 sinatra是个不错的学习材料。有一个wind博客程序可以作为学习例子。
评分我是有一天没事做照着Ruby官网的Get Started写个Hello World,玩玩新的语言,然后就走上了不归路…… 听说Rails很好很强大,然后就去玩玩。不过Rails中文资料缺乏而且滞后,于是啃英文资料,但还是啃不下去。因为Rails做Web开发很方便,但也要求开发者要掌握许多多东西。什么H...
评分我是有一天没事做照着Ruby官网的Get Started写个Hello World,玩玩新的语言,然后就走上了不归路…… 听说Rails很好很强大,然后就去玩玩。不过Rails中文资料缺乏而且滞后,于是啃英文资料,但还是啃不下去。因为Rails做Web开发很方便,但也要求开发者要掌握许多多东西。什么H...
评分sinatra的核心代码有一千多行,看懂还是不容易的,需要ruby功力。 幸好有这本书,解释了核心代码的作用。 介绍了rack机制,适用于rails。 sinatra是个不错的学习材料。有一个wind博客程序可以作为学习例子。
第三章对 rack 原理的介绍很实用
评分提供了多种编写Modular风格application的方式,使用Sinatra必备。
评分其实就是sinatrarb.com的详解版。对于route这些有很详细的说明的。我最感兴趣的还是modular style。modular可以更好的扩展,比如和rails结合。classic style则更为方便,不需要register一次module,看起来更简练,也很舒服。
评分放假没事翻翻,还是有点小收获的。。
评分一二章基本来自文档,看第三章不如直接去看rack spec,最后的例子懒得说了..也就第四章有点东西,一篇博客就能讲清楚的东西....
本站所有内容均为互联网搜索引擎提供的公开搜索信息,本站不存储任何数据与内容,任何内容与数据均与本站无关,如有需要请联系相关搜索引擎包括但不限于百度,google,bing,sogou 等
© 2026 book.quotespace.org All Rights Reserved. 小美书屋 版权所有