Book:Eloi Puertas/The Power of Data

Eloi Puertas, Oriol Pujol Vila, Santi Seguí and Jordi Vitrià: The Power of Data: From big data to deep learning

Published $\text {2017}$, 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