Data Science Using Python and R

Chantal D Larose

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Language: English

Published by John Wiley & Sons Apr 2019, 2019

1119526817 / 9781119526810

Series: Book 7 of 7 - Wiley Series on Methods and Applications in Data Mining

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - Learn data science by doing data science!Data Science Using Python and R will get you plugged into the world's two most widespread open-source platforms for data science: Python and R.Data science is hot. Bloomberg called data scientist 'the hottest job in America.' Python and R are the top two open-source data science tools in the world. In Data Science Using Python and R, you will learn step-by-step how to produce hands-on solutions to real-world business problems, using state-of-the-art techniques.Data Science Using Python and R is written for the general reader with no previous analytics or programming experience. An entire chapter is dedicated to learning the basics of Python and R. Then, each chapter presents step-by-step instructions and walkthroughs for solving data science problems using Python and R.Those with analytics experience will appreciate having a one-stop shop for learning how to do data science using Python and R. Topics covered include data preparation, exploratory data analysis, preparing to model the data, decision trees, model evaluation, misclassification costs, naïve Bayes classification, neural networks, clustering, regression modeling, dimension reduction, and association rules mining.Further, exciting new topics such as random forests and general linear models are also included. The book emphasizes data-driven error costs to enhance profitability, which avoids the common pitfalls that may cost a company millions of dollars.Data Science Using Python and R provides exercises at the end of every chapter, totaling over 500 exercises in the book. Readers will therefore have plenty of opportunity to test their newfound data science skills and expertise. In the Hands-on Analysis exercises, readers are challenged to solve interesting business problems using real-world data sets.

Seller Inventory # 9781119526810

Title
Data Science Using Python and R
Author
Chantal D Larose
Publisher
John Wiley & Sons Apr 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1119526817
ISBN 13
9781119526810
Item weight
531 grams
Dimensions
235x157x19 mm
Series
Book 7 of 7: Wiley Series on Methods and Applications in Data Mining

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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