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Index
Cover
Title Page
Contents
Foreword
Introduction
Basics
Glossary
Data Collection
How We Visualize Data
Learning From Data
Tools
Regression
Profile: Francis Galton
Clustering
Statistics & Modelling
Machine Learning
Neural Networks & Deep Learning
Uncertainty
Glossary
Sampling
Correlation
Regression to the Mean
Confidence Intervals
Sampling Bias
Bias in Algorithms
Profile: George Box
Statistical Significance
Overfitting
Science
Glossary
CERN & the Higgs Boson
Astrophysics
CRISPR & Data
The Million Genome Project
Profile: Gertrude Cox
Climate Change
Curing Cancer
Epidemiology
Society
Glossary
Surveillance
Security
Privacy
Profile: Florence Nightingale
Vote Science
Health
IBM’s Watson & Google’s DeepMind
Business
Glossary
Industry 4.0
Energy Supply & Distribution
Logistics
Profile: Herman Hollerith
Marketing
Financial Modelling
New Product Development
Pleasure
Glossary
Shopping
Dating
Music
Profile: Ada Lovelace
Sports
Social Media
Gaming
Gambling
The Future
Glossary
Personalized Medicine
Mental Health
Smart Homes
Profile: John W. Tukey
Trustworthiness Score
Artificial Intelligence (AI)
Regulation
Ethics
Resources
Notes on Contributors
Index
Acknowledgements
Copyright
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