A First Course in Machine Learning
S. Rogers & M. Girolami
Chapman and Hall/CRC (2016)
An Accidental Statistician: The Life and Memories of George E.P. Box
G.E.P. Box
Wiley (2013)
Alan Turing: The Enigma
Andrew Hodges
Vintage (2014)
The Art of Statistics: How to Learn from Data
David Spiegelhalter
Pelican Books (2019)
The Book of Why: The New Science of Cause and Effect
Judea Pearl & Dana Mackenzie
Allen Lane (2018)
‘Darwin, Galton and the Statistical Enlightenment’
S. Stigler
Jour. of the Royal Statist. Soc. (2010)
Data Science for Healthcare
Sergio Consoli, Diego Reforgiato Recupero, Milan Petković (Eds)
Springer (2019)
The Elements of Statistical Learning
J. Friedman, T. Hastie & R. Tibshirani
Springer (2009)
Get Out the Vote!
Donald P. Green & Alan S. Gerber
EDS Publications Ltd (2008)
Healthcare Data Analytics
Chandan K. Reddy, Charu C. Aggarwal (Eds)
Chapman & Hall/CRC (2015)
Invisible Women
Caroline Criado Perez
Chatto & Windus (2019)
‘John Wilder Tukey 16 June 1915–26 July 2000’
P. McCullagh
Biographical Memoirs of Fellows of the Royal Society (2003)
Machine Learning: A Probabilistic Perspective
K.P. Murphy
MIT Press (2012)
The Mathematics of Love
Hannah Fry
Simon & Schuster (2015)
Memories of My Life
F. Galton
Methuen & Co. (1908)
Naked Statistics: Stripping the Dread from the Data
Charles Wheelan
W.W. Norton & Company (2014)
The Numerati
Stephen Baker
Mariner Books (2009)
Pattern Recognition and Machine Learning
C.M. Bishop
Springer (2006)
The Practice of Data Analysis: Essays in Honour of John W. Tukey
D. Brillinger (Ed)
Princeton Univ. Press (1997)
Statistics Done Wrong: The Woefully Complete Guide
Alex Reinhart
No Starch Press (2015)
The Victory Lab
Sasha Issenberg
Broadway Books (2013)
Coursera
www.coursera.org/learn/machine-learning
Data Camp
www.datacamp.com/courses/introduction-to-data
The Gender Shades project
Uncovered bias in facial recognition algorithms
ProPublica
www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing
Investigated the COMPAS algorithm for risk-scoring prisoners
Simply Statistics
Udemy