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Doing Data Science: Straight Talk from the Frontline
Doing Data Science: Straight Talk from the Frontline
Doing Data Science: Straight Talk from the Frontline
Doing Data Science: Straight Talk from the Frontline

Doing Data Science: Straight Talk from the Frontline

Product ID : 3666797


Galleon Product ID 3666797
UPC / ISBN 783324816341 / 1449358659
Shipping Weight 1.28 lbs
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Binding: Paperback
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Model
Manufacturer Imusti
Shipping Dimension 8.98 x 5.98 x 1.02 inches
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Brand Imusti
Edition 1
Number Of Pages 408
Package Quantity 1
Publication Date 2013-11-03
UPC 783324816341
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Doing Data Science: Straight Talk from the Frontline Features

  • O'Reilly Media


About Doing Data Science: Straight Talk From The Frontline

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 processAlgorithmsSpam filters, Naive Bayes, and data wranglingLogistic regressionFinancial modelingRecommendation engines and causalityData visualizationSocial networks and data journalismData engineering, MapReduce, Pregel, and HadoopDoing 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.