Becoming An Ethical Data Scientist (36 books)

Books I plan to read/have read to help become a better and more ethical data scientist

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1	More than a Glitch: Confronting Race, Gender, and Ability Bias in Tech by Meredith Broussard (Goodreads Author) 4.14 avg rating — 482 ratings score: 500, and 5 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
2	Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy by Cathy O'Neil 3.87 avg rating — 29,998 ratings score: 299, and 3 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	Invisible Women: Data Bias in a World Designed for Men by Caroline Criado Pérez 4.34 avg rating — 167,445 ratings score: 298, and 3 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence by Kate Crawford 3.93 avg rating — 2,847 ratings score: 186, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor by Virginia Eubanks (Goodreads Author) 4.01 avg rating — 2,807 ratings score: 184, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
6	The Signal and the Noise: Why So Many Predictions Fail—But Some Don't by Nate Silver 3.97 avg rating — 52,356 ratings score: 180, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	Hello World: Being Human in the Age of Algorithms by Hannah Fry 4.11 avg rating — 11,770 ratings score: 166, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
8	Data Feminism by Catherine D’Ignazio 4.30 avg rating — 1,494 ratings score: 163, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
9	MINDFUL AI - Reflections on Artificial Intelligence by Murat Durmus (Goodreads Author) really liked it 4.00 avg rating — 7 ratings score: 100, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
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 — 13,366 ratings score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	Thinking, Fast and Slow by Daniel Kahneman 4.17 avg rating — 586,475 ratings score: 97, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
12	Race After Technology: Abolitionist Tools for the New Jim Code by Ruha Benjamin (Goodreads Author) 4.26 avg rating — 2,439 ratings score: 96, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
13	Algorithms of Oppression: How Search Engines Reinforce Racism by Safiya Umoja Noble 3.89 avg rating — 3,903 ratings score: 95, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Working with Coders: A Guide to Software Development for the Perplexed Non-Techie by Patrick Gleeson (Goodreads Author) 4.02 avg rating — 64 ratings score: 94, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
15	Platform Capitalism by Nick Srnicek 3.92 avg rating — 1,408 ratings score: 93, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
16	The Alignment Problem: Machine Learning and Human Values by Brian Christian (Goodreads Author) 4.34 avg rating — 4,880 ratings score: 92, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17	Dark Matters: On the Surveillance of Blackness by Simone Browne 4.46 avg rating — 559 ratings score: 91, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	Design Justice: Community-Led Practices to Build the Worlds We Need by Sasha Costanza-Chock (Goodreads Author) 4.17 avg rating — 539 ratings score: 90, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
19	Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass – An Urgent Investigation into the Invisible Human Labor Powering AI and the Digital Economy by Mary L. Gray 3.68 avg rating — 464 ratings score: 89, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
20	Artificial Unintelligence: How Computers Misunderstand the World by Meredith Broussard (Goodreads Author) 3.76 avg rating — 922 ratings score: 87, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
21	Quiet: The Power of Introverts in a World That Can't Stop Talking by Susan Cain (Goodreads Author) 4.08 avg rating — 474,430 ratings score: 85, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
22	Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are by Seth Stephens-Davidowitz (Goodreads Author) 3.91 avg rating — 42,546 ratings score: 84, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
23	97 Things Every Programmer Should Know: Collective Wisdom from the Experts by Kevlin Henney (Editor) 3.63 avg rating — 1,982 ratings score: 82, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
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 — 2,792 ratings score: 81, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
25	Cognitive Biases: A Brief Overview of Over 160 Cognitive Biases + Bonus Chapter: Algorithmic Bias by Murat Durmus (Goodreads Author) 4.38 avg rating — 8 ratings score: 80, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
26	A Human's Guide to Machine Intelligence: How Algorithms Are Shaping Our Lives and How We Can Stay in Control by Kartik Hosanagar 3.85 avg rating — 455 ratings score: 79, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
27	Think Like a Data Scientist: Tackle the data science process step-by-step by Brian Godsey (Goodreads Author) 3.78 avg rating — 93 ratings score: 78, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
28	The Hundred-Page Machine Learning Book by Andriy Burkov (Goodreads Author) 4.25 avg rating — 1,425 ratings score: 77, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
29	Algorithms to Live By: The Computer Science of Human Decisions by Brian Christian (Goodreads Author) 4.12 avg rating — 34,892 ratings score: 76, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
30	The Future of Feeling: Building Empathy in a Tech-Obsessed World by Kaitlin Ugolik Phillips (Goodreads Author) 3.21 avg rating — 2,249 ratings score: 75, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
31	Beyond Hashtag Activism: Comprehensive Justice in a Complicated Age by Mae Elise Cannon (Goodreads Author) 4.26 avg rating — 62 ratings score: 74, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
32	Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech by Sara Wachter-Boettcher (Goodreads Author) 4.07 avg rating — 2,529 ratings score: 73, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
33	The Ethical Algorithm: The Science of Socially Aware Algorithm Design by Michael Kearns 4.10 avg rating — 666 ratings score: 72, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
34	Queer Data: Using Gender, Sex and Sexuality Data for Action by Kevin Guyan (Goodreads Author) 4.06 avg rating — 107 ratings score: 71, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
35	Bad Blood: Secrets and Lies in a Silicon Valley Startup by John Carreyrou 4.40 avg rating — 281,335 ratings score: 69, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
36	How We Became Posthuman: Virtual Bodies in Cybernetics, Literature, and Informatics by N. Katherine Hayles 4.07 avg rating — 903 ratings score: 67, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars