Name: Doing Data Science: Straight Talk from the Frontline (en Inglés)
Price: 44730.00 CLP
Availability: InStock
Author: O'Neil, Cathy ; Schutt, Rachel
ISBN: 9781449358655

portada Doing Data Science: Straight Talk from the Frontline (en Inglés)

Doing Data Science: Straight Talk from the Frontline (en Inglés)

Formato

Libro Físico

Autor

Cathy O'Neil

Rachel Schutt

Editorial

O'Reilly Media

Idioma

Inglés

Encuadernación

Tapa Blanda

Dimensiones

22.9 x 15.2 x 2.3 cm

Peso

0.54 kg.

ISBN13

9781449358655

Categorías

Inferencia bayesiana
Minería de datos («data mining»)

Doing Data Science: Straight Talk from the Frontline (en Inglés)

Cathy O'Neil (Autor) · Rachel Schutt (Autor) · O'Reilly Media · Tapa Blanda

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Reseña del libro "Doing Data Science: Straight Talk from the Frontline (en Inglés)"

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.