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The Essentials of Data Science: Knowledge Discovery Using R (Chapman & Hall/CRC The R Series) - Tapa blanda

Libro 32 de 73: Chapman & Hall/CRC The R

Williams, Graham J.

 
9781138088634: The Essentials of Data Science: Knowledge Discovery Using R (Chapman & Hall/CRC The R Series)
Tapa blanda
ISBN 10: 1138088633 ISBN 13: 9781138088634
Editorial: Chapman and Hall/CRC, 2017

Sinopsis

The Essentials of Data Science: Knowledge Discovery Using R presents the concepts of data science through a hands-on approach using free and open source software. It systematically drives an accessible journey through data analysis and machine learning to discover and share knowledge from data.

Building on over thirty years’ experience in teaching and practising data science, the author encourages a programming-by-example approach to ensure students and practitioners attune to the practise of data science while building their data skills. Proven frameworks are provided as reusable templates. Real world case studies then provide insight for the data scientist to swiftly adapt the templates to new tasks and datasets.

The book begins by introducing data science. It then reviews R’s capabilities for analysing data by writing computer programs. These programs are developed and explained step by step. From analysing and visualising data, the framework moves on to tried and tested machine learning techniques for predictive modelling and knowledge discovery. Literate programming and a consistent style are a focus throughout the book.

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Acerca del autor

Graham J. Williams is Director of Data Science with Microsoft and Honorary Associate Professor with the Australian National University. He is also Adjunct Professor with the University of Canberra. He was previously Senior Director of Analytics with the Australian Taxation Office, Lead Data Scientist with the Australian Government's Centre of Excellence in Data Analytics, and International Visiting Professor of the Chinese Academy of Sciences.

Over three decades , Graham has been an active machine learning researcher and author of many publications and software including Rattle. As a practitioner of data science he has deployed solutions in areas including finance, banking, insurance, health, education and government. He is also chair and steering committee member of international conferences in knowledge discovery, artificial intelligence, machine learning, and data mining.

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Editorial
Chapman and Hall/CRC
Año de publicación
2017
Idioma
Inglés
ISBN 10 
1138088633
ISBN 13 
9781138088634
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
344
Contacto del fabricante
no disponible
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Otras ediciones populares con el mismo título

9781498740005: The Essentials of Data Science: Knowledge Discovery Using R: Knowledge Discovery Using R (Chapman & Hall/CRC The R Series)

Edición Destacada

ISBN 10:  1498740006 ISBN 13:  9781498740005
Editorial: Chapman and Hall/CRC, 2017
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