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Mastering data analysis with R: gain clear insights into your data and solve real-world data science problems with R - from data munging to modeling and visualization

By: Daroczi, Gergely.
Material type: materialTypeLabelBookPublisher: Mumbai Packt Publishing 2015Description: xii, 371 p.ISBN: 9781783982028.Subject(s): R (Computer program language) | Statistics - Data processing | Data mining | Information visualization | Mathematical statistics - Data processingDDC classification: 519.5 Summary: R is an essential language for sharp and successful data analysis. Its numerous features and ease of use make it a powerful way of mining, managing, and interpreting large sets of data. In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently. This book will give you the guidance you need to build and develop your knowledge and expertise. Bridging the gap between theory and practice, this book will help you to understand and use data for a competitive advantage. Beginning with taking you through essential data mining and management tasks such as munging, fetching, cleaning, and restructuring, the book then explores different model designs and the core components of effective analysis. You will then discover how to optimize your use of machine learning algorithms for classification and recommendation systems beside the traditional and more recent statistical methods. https://www.packtpub.com/big-data-and-business-intelligence/mastering-data-analysis-r
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Non-fiction 519.5 D2M2 (Browse shelf) Checked out to Renganathan K (6216017) 30/08/2018 196057

R is an essential language for sharp and successful data analysis. Its numerous features and ease of use make it a powerful way of mining, managing, and interpreting large sets of data. In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently.

This book will give you the guidance you need to build and develop your knowledge and expertise. Bridging the gap between theory and practice, this book will help you to understand and use data for a competitive advantage.

Beginning with taking you through essential data mining and management tasks such as munging, fetching, cleaning, and restructuring, the book then explores different model designs and the core components of effective analysis. You will then discover how to optimize your use of machine learning algorithms for classification and recommendation systems beside the traditional and more recent statistical methods.


https://www.packtpub.com/big-data-and-business-intelligence/mastering-data-analysis-r

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