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portada Doing Data Science: Straight Talk from the Frontline
Type
Physical Book
Author
Publisher
Language
English
Format
Paperback
Dimensions
22.9 x 15.2 x 2.3 cm
Weight
0.54 kg.
ISBN13
9781449358655
Categories

Doing Data Science: Straight Talk from the Frontline

Cathy O'Neil (Author) · Rachel Schutt (Author) · O'Reilly Media · Paperback

Doing Data Science: Straight Talk from the Frontline - O'Neil, Cathy ; Schutt, Rachel

New Book Imported to South Africa
Delivery: 24 Jul - 21 Aug Shipping: 17 to 21 business days.
R 786
R 786

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Synopsis "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.

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