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Item Details
Title: DOING DATA SCIENCE
By: Cathy O'Neill, Rachel Schutt
Format: Paperback

List price: £43.99
Our price: £32.11
Discount:
27% off
You save: £11.88
ISBN 10: 1449358659
ISBN 13: 9781449358655
Availability: Usually dispatched within 1-2 days.
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Stock: Currently 3 available
Publisher: O'REILLY MEDIA, INC, USA
Pub. date: 18 October, 2013
Pages: 406
Description: 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 tells you what you need to know.
Synopsis: 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.Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O'Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.
Illustrations: illustrations
Publication: US
Imprint: O'Reilly Media, Inc, USA
Returns: Returnable
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