Becoming An Ethical Data Scientist
1. 
More than a Glitch: Confronting Race, Gender, and Ability Bias in Tech 4.15 avg rating — 440 ratings
2. 
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
by:
Cathy O'Neil
3.87 avg rating — 29,311 ratings 
4. 
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
by:
Kate Crawford
3.95 avg rating — 2,503 ratings 5. 
Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor
by:
Virginia Eubanks
4.01 avg rating — 2,737 ratings 6. 
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't
by:
Nate Silver
3.97 avg rating — 51,882 ratings 7. 
9. 
MINDFUL AI - Reflections on Artificial Intelligence
by:
Murat Durmus
really liked it 4.00 avg rating — 7 ratings 10. 
The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power
by:
Shoshana Zuboff
4.06 avg rating — 12,764 ratings 
12. 
Race After Technology: Abolitionist Tools for the New Jim Code
by:
Ruha Benjamin
4.26 avg rating — 2,346 ratings 
14. 
Working with Coders: A Guide to Software Development for the Perplexed Non-Techie
by:
Patrick Gleeson
really liked it 4.00 avg rating — 62 ratings 
16. 
The Alignment Problem: Machine Learning and Human Values
by:
Brian Christian
4.35 avg rating — 4,511 ratings 
18. 
Design Justice: Community-Led Practices to Build the Worlds We Need 4.18 avg rating — 515 ratings
19. 
Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass
by:
Mary L. Gray
3.69 avg rating — 449 ratings 
21. 
Quiet: The Power of Introverts in a World That Can't Stop Talking
by:
Susan Cain
4.08 avg rating — 465,728 ratings 22. 
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are 3.90 avg rating — 42,038 ratings
23. 
97 Things Every Programmer Should Know: Collective Wisdom from the Experts
by:
Kevlin Henney
3.63 avg rating — 1,975 ratings 24. 
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
by:
Aurélien Géron
4.55 avg rating — 2,709 ratings 25. 
Cognitive Biases: A Brief Overview of Over 160 Cognitive Biases + Bonus Chapter: Algorithmic Bias
by:
Murat Durmus
4.33 avg rating — 6 ratings 26. 
A Human's Guide to Machine Intelligence: How Algorithms Are Shaping Our Lives and How We Can Stay in Control
by:
Kartik Hosanagar
3.86 avg rating — 442 ratings 27. 
Think Like a Data Scientist: Tackle the data science process step-by-step
by:
Brian Godsey
3.78 avg rating — 95 ratings 
29. 
Algorithms to Live By: The Computer Science of Human Decisions
by:
Brian Christian
4.13 avg rating — 34,096 ratings 30. 
The Future of Feeling: Building Empathy in a Tech-Obsessed World 3.21 avg rating — 2,222 ratings
31. 
Beyond Hashtag Activism: Comprehensive Justice in a Complicated Age
by:
Mae Elise Cannon
4.26 avg rating — 61 ratings 32. 
Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech 4.07 avg rating — 2,512 ratings
33. 
The Ethical Algorithm: The Science of Socially Aware Algorithm Design
by:
Michael Kearns
4.11 avg rating — 651 ratings 34. 
Queer Data: Using Gender, Sex and Sexuality Data for Action
by:
Kevin Guyan
4.04 avg rating — 104 ratings 35. 
Bad Blood: Secrets and Lies in a Silicon Valley Startup
by:
John Carreyrou
4.41 avg rating — 276,374 ratings 36. 
How We Became Posthuman: Virtual Bodies in Cybernetics, Literature, and Informatics 4.06 avg rating — 888 ratings