Ranked by helpfulness to a data scientist / ML engineer

To read - ranked
#1
The Ultra-Scale Playbook
Nouamane Tazi & Ferdinand Mom
to buy
#2
Supercomputing for Artificial Intelligence
Jordi Torres
free PDF
#3
Interpretable Machine Learning
Christoph Molnar
free PDF
#4
The Ethical Algorithm
Michael Kearns & Aaron Roth
to buy
#5
Trustworthy Machine Learning
Kush R. Varshney
free PDF
#6
Invisible Women
Caroline Criado-Perez
to buy
#7
Automating Inequality
Virginia Eubanks
to buy
#8
Unmasking AI
Dr. Joy Buolamwini
to buy
#9
Becoming an AI Orchestrator
Sadie St. Lawrence
to buy
#10
Artificial Unintelligence
Meredith Broussard
to buy
#11
The Art of Uncertainty
David Spiegelhalter
owned
#12
The Signal and the Noise
Nate Silver
owned
#13
On the Edge
Nate Silver
owned
#14
How to Lie with Statistics
Darell Huff
to buy
#15
Storytelling with Data
Cole Nussbaumer Knaflic
to buy
#16
People Skills for Analytical Thinkers
Gilbert Eijkelenboom
to buy
#17
ColorWise
Kate Strachnyl
to buy
#18
Becoming a Data Head
Gutman & Goldmeier
to buy
#19
Naked Statistics
Charles Wheelan
to buy
#20
Superagency
Reid Hoffman & Greg Beato
to buy
#21
Outliers
Malcom Gladwell
to buy
Currently reading
—
AI Engineering
Chip Huyen
—
The Coming Wave
Mustafa Suleyman & Michael Bhaskar
Have read
✓
Designing Machine Learning Systems
Chip Huyen
✓
Why Machines Learn
Anil Ananthaswamy
✓
Weapons of Math Destruction
Cathy O'Neil
✓
The Art of Statistics
David Spiegelhalter
✓
How Charts Lie
Alberto Cairo
✓
Humble Pi
Matt Parker