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Doing Data Science

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关注 过往记忆大数据 微信公众号,回复 3154 获取本书下载地址。

子标题:Straight Talk from the Frontline

Doing Data Science
作者:
Cathy O’Neil, Rachel Schutt
ISBN-10:
978-1-44935-865-5
出版年份:
2013
页数:
406
语言:
English
文件大小:
14.7 MB
文件格式:
PDF

图书描述

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.

In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science.

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