Doing Data Science 2024 pdf epub mobi 电子书

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Doing Data Science 2024 pdf epub mobi 电子书著者简介

Cathy O’Neil earned a Ph.D. in math from Harvard, was postdoc at the MIT math department, and a professor at Barnard College where she published a number of research papers in arithmetic algebraic geometry. She then chucked it and switched over to the private sector. She worked as a quant for the hedge fund D.E. Shaw in the middle of the credit crisis, and then for RiskMetrics, a risk software company that assesses risk for the holdings of hedge funds and banks. She is currently a data scientist on the New York start-up scene, writes a blog at mathbabe.org, and is involved with Occupy Wall Street.

Rachel Schutt is a Senior Research Scientist at Johnson Research Labs, and most recently was a Senior Statistician at Google Research in the New York office. She is also an adjunct assistant professor in the Department of Statistics at Columbia University where she taught Introduction to Data Science. She earned a PhD from Columbia University in statistics, and masters degrees in mathematics and operations research from the Courant Institute and Stanford University, respectively. Her statistical research interests include modeling and analyzing social networks, epidemiology, hierarchical modeling and Bayesian statistics. Her education-related research interests include curriculum design.

Rachel enjoys designing and creating complex, thought-provoking situations for other people. She won the Howard Levene Outstanding Teaching Award at Columbia and also taught probability and statistics at Cooper Union, and remedial math as a high school teacher in San Jose, CA. She was a mathematics curriculum expert for the Princeton Review, and won a game design award for best family game at the Come Out and Play Festival in New York.

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发表于2024-12-31

Doing Data Science 2024 pdf epub mobi 电子书

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Now that answering complex and compelling questions with data can make the difference in an election or a business model, data science is an attractive discipline. But how can you learn this wide-ranging, interdisciplinary field? With this book, you’ll get...

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出版者:O'Reilly Media

作者:Cathy O'Neil

出品人:

页数:352

译者:

出版时间:2013-10-30

价格:USD 44.99

装帧:Paperback

isbn号码:9781449358655

丛书系列:

图书标签: 数据挖掘数据分析数据科学 datascience 机器学习计算机统计 O'Reilly

Doing Data Science 2024 pdf epub mobi 电子书图书描述

Each chapter-long lecture features a guest data scientist from a prominent company such as Google, Microsoft, or eBay teaching new algorithms, methods, or models by sharing case studies and actual code they use. You’ll learn what’s involved in the lives of data scientists and be able to use the techniques they present.

Guest lectures focus on topics such as:

Machine learning and data mining algorithms

Statistical models and methods

Prediction vs. description

Exploratory data analysis

Communication and visualization

Data processing

Big data

Programming

Ethics

Asking good questions

If you’re familiar with linear algebra, probability and statistics, and have some programming experience, this book will get you started with data science.

Doing Data Science is collaboration between course instructor Rachel Schutt (also employed by Google) and data science consultant Cathy O’Neil (former quantitative analyst for D.E. Shaw) who attended and blogged about the course.

Doing Data Science 2024 pdf epub mobi 电子书

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