Book:Eloi Puertas/The Power of Data

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Eloi PuertasOriol Pujol VilaSanti Seguí and Jordi Vitrià: The Power of Data: From big data to deep learning

Published $2017$, National Geographic

ISBN 978-84-473-9187-5.


National Geographic "Our Mathematical World" series: $51$


Contents

Preface


Chapter 1. Big data within reach
Chapter 2. Machine learning for the analysis of big data
Chapter 3. Deep learning with large quantities of data
Chapter 4. Data -- myths and reality


Appendix I. The story of 'The six blind men and the elephant' and ensemble methods
Appendix II. Programming a machine learning algorithm from scratch
Bibliography
Index