Practical Linear Algebra for Data Science
By: Mike X. Cohen
4.36
Format: 372 pages, Kindle Edition
If you want to work in any computational or technical field, you need to understand linear algebra.…
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1. Python for Data Analysis
By: Wes McKinney
4.17
Format: 400 pages, Paperback
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning… read more
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- nonfiction
- programming
2. Think Bayes: Bayesian Statistics in Python
By: Allen B. Downey
3.91
Format: 214 pages, Kindle Edition
If you know how to program with Python and also know a little about probability, you’re ready to ta… read more
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- mathematics
- nonfiction
- programming
3. The Structure of Scientific Revolutions
By: Thomas S. Kuhn
4.09
Format: 116 pages, Paperback
Thomas S. Kuhn's classic book is now available with a new index. "A landmark in intellectual histor… read more
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- nonfiction
4. Linear Algebra Done Right
By: Sheldon Axler
3.73
Format: None pages, Paperback
This text for a second course in linear algebra is aimed at math majors and graduate students. The … read more
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- mathematics
- nonfiction
5. Statistics Done Wrong: The Woefully Complete Guide
By: Alex Reinhart
3.90
Format: 216 pages, Paperback
Everyone knows that abuse of statistics is rampant in popular media. Politicians and marketers pres… read more
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6. The Pleasure of Finding Things Out: The Best Short Works of Richard P. Feynman
By: Richard P. Feynman , Freeman Dyson , Jeffrey Robbins
3.64
Format: 320 pages, Paperback
The Pleasure of Finding Things Outis a magnificent treasury of the best short works of Richard P. F… read more
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Similar categories in None's Designing Data-Intensive Applications book and Mike X. Cohen's Practical Linear Algebra for Data Science
8. The Doors of Perception & Heaven and Hell
By: Aldous Huxley
2.83
Format: None pages, Paperback
As only he can, Aldous Huxley explores the mind's remote frontiers and the unmapped areas of human … read more
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9. The Theoretical Minimum: What You Need to Know to Start Doing Physics (Theoretical Minimum #1)
By: Leonard Susskind , George Hrabovsky
4.00
Format: 258 pages, Hardcover
A Wall Street JournalBest Book of 2013 A world-class physicist and a citizen scientist combine forc… read more
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10. Elon Musk
By: Walter Isaacson
4.40
Format: 688 pages, Hardcover
From the author of Steve Jobs and other bestselling biographies, this is the astonishingly intimate… read more
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- nonfiction
"[Musk] concluded that Trump as president was no different than he was as a candidate. The buffoonery was not just an act. "Trump might be one of the world’s best bullshitters ever," he says. "Like my…"-Walter Isaacson, Elon Musk
11. Profiles in Ignorance: How America's Politicians Got Dumb and Dumber
By: Andy Borowitz
4.35
Format: 320 pages, Hardcover
Andy Borowitz, “one of the funniest people in America” (CBS Sunday Morning), brilliantly examines t… read more
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- nonfiction
"Imagine a hypothetical job applicant. He can't spell the simplest words, such as "heal" and "tap". Confused by geography, he thinks there's an African country called "Nambia". As for American history…"-Andy Borowitz, Profiles in Ignorance: How America's Politicians Got Dumb and Dumber
12. Beyond the Wall: East Germany, 1949-1990
By: Katja Hoyer
4.23
Format: 496 pages, Hardcover
In 1990, a country disappeared. When the Iron Curtain fell, East Germany simply ceased to be. For o… read more
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- nonfiction
"Some of the “songs"-Katja Hoyer, Beyond the Wall: East Germany, 1949-1990
"Anti-Fascist Protection Rampart,"-Katja Hoyer, Beyond the Wall: East Germany, 1949-1990
"From 1971, the rates paid were means-tested, allowing working class families with children privileged access. A four-person household in West Germany spent around 21 percent of their net income on re…"-Katja Hoyer, Beyond the Wall: East Germany, 1949-1990
"In other fields too, female ambition had become the norm. By 1988, over 90% of East German women fought their own battles in the workplace. The GDR had reached the highest rate of female employment i…"-Katja Hoyer, Beyond the Wall: East Germany, 1949-1990
13. The Art of Statistics: How to Learn from Data
By: David Spiegelhalter
4.17
Format: 448 pages, Hardcover
In this "important and comprehensive" guide to statistical thinking ( New Yorker ), discover how da… read more
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- mathematics
- nonfiction
"this book is part of what could be called a new wave in statistics teaching, in which formal probability theory as a basis for statistical inference does not come in till much later"-David Spiegelhalter, The Art of Statistics: How to Learn from Data
"[Adolphe Quetelet] developed the idea of 'social physics', since the regularity of societal statistics seemed to reflect an almost mechanistic underlying process. Just as the random molecules of a ga…"-David Spiegelhalter, The Art of Statistics: How to Learn from Data
"We have seen the problems that result when researchers only report significant findings, but perhaps more important are the conscious or unconscious set of minor decisions that might be made by the r…"-David Spiegelhalter, The Art of Statistics: How to Learn from Data
"When the CERN teams reported a 'five-sigma' result for the Higgs boson, corresponding to a P-value of around 1 in 3.5 million, the BBC reported the conclusion correctly, saying this meant 'about a on…"-David Spiegelhalter, The Art of Statistics: How to Learn from Data
14. The Internet Con: How to Seize the Means of Computation
By: Cory Doctorow
4.17
Format: 192 pages, Hardcover
A detailed disassembly manual for people who want to dismantle Big Tech When the tech platforms … read more
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- nonfiction
15. Co-Intelligence: Living and Working with AI
By: Ethan Mollick
4.13
Format: 243 pages, Kindle Edition
**A New York Times Bestseller**'Co-Intelligence is the very best book I know about the ins, outs, a… read more
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- nonfiction
16. Rationality
By: Steven Pinker
3.85
Format: 432 pages, Hardcover
A TIMES BOOK OF THE YEAR 2021 In Rationality, Pinker rejects the cynical cliché that humans are … read more
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- nonfiction
"Everyone wants someone to help but prefers that it not be them."-Steven Pinker, Rationality
"If contemporary humans seem irrational, don't blame the hunter-gatherers."-Steven Pinker, Rationality
"The press is an availability machine. It serves up anecdotes which feed our impression of what's common in a way that is guaranteed to mislead."-Steven Pinker, Rationality
"Disagreement is necessary in deliberations among mortals. As the saying goes, the more we disagree, the more chance there is that at least one of us is right."-Steven Pinker, Rationality
17. Mindf*ck: Cambridge Analytica and the Plot to Break America
By: Christopher Wylie
4.36
Format: 288 pages, Hardcover
For the first time, the Cambridge Analytica whistleblower tells the inside story of the data mining… read more
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- nonfiction
"We can already see how algorithms competing to maximize our attention have the capacity to not only transform cultures but redefine the experience of existence. Algorithmically reinforced “engagement"-Christopher Wylie, Mindf*ck: Cambridge Analytica and the Plot to Break America
"Soon we were sharing personal information without the slightest hesitation. This was encouraged, in part, by a new vocabular. What were in effect privately owned surveillance networks became “communi…"-Christopher Wylie, Mindf*ck: Cambridge Analytica and the Plot to Break America
"Soon we were sharing personal information without the slightest hesitation. This was encouraged, in part, by a new vocabulary. What were in effect privately owned surveillance networks became “commun…"-Christopher Wylie, Mindf*ck: Cambridge Analytica and the Plot to Break America
"If we want to understand why these technology companies behave this way we should listen to the words of those who built them. Peter Thiel, the venture capitalist behind Facebook, Palantir, and Paypa…"-Christopher Wylie, Mindf*ck: Cambridge Analytica and the Plot to Break America
18. Mathematics for Machine Learning: 1st Edition
By: Marc Deisenroth
4.37
Format: 626 pages, Kindle Edition
The fundamental mathematical tools needed to understand machine learning include linear algebra, an… read more
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- mathematics
- nonfiction
19. After Steve: How Apple Became a Trillion-Dollar Company and Lost Its Soul
By: Tripp Mickle
4.10
Format: 512 pages, Hardcover
From the Wall Street Journal's Tripp Mickle, the dramatic, untold story inside Apple after the pass… read more
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- nonfiction
20. Power Play: Tesla, Elon Musk, and the Bet of the Century
By: Tim Higgins
4.09
Format: 400 pages, Hardcover
Power Play is the riveting inside story of Elon Musk and Tesla's bid to build the world's greatest … read more
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- nonfiction
21. Lost in Math: How Beauty Leads Physics Astray
By: Sabine Hossenfelder
4.06
Format: 291 pages, Hardcover
A contrarian argues that modern physicists' obsession with beauty has given us wonderful math but b… read more
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- mathematics
- nonfiction
"The main reason we use math in physics, however, is because we can."-Sabine Hossenfelder, Lost in Math: How Beauty Leads Physics Astray
"foundational physics, which is far from experimental test as science can be while still being science"-Sabine Hossenfelder, Lost in Math: How Beauty Leads Physics Astray
"if you quote this, you can be the first person to quote someone quoting someone quoting himself quoting someone"-Sabine Hossenfelder, Lost in Math: How Beauty Leads Physics Astray
"Theoretical physicists used to explain what was observed. Now they try to explain why they can't explain what was not observed"-Sabine Hossenfelder, Lost in Math: How Beauty Leads Physics Astray
22. Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
By: Chip Huyen
4.50
Format: 368 pages, Paperback
Machine learning systems are both complex and unique. Complex because they consist of many differen… read more
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- nonfiction
- programming
23. Natural Language Processing with Transformers: Building Language Applications with Hugging Face
By: Lewis Tunstall
4.43
Format: 406 pages, Paperback
Since their introduction in 2017, transformers have quickly become the dominant architecture for ac… read more
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- nonfiction
- programming
24. All-in On AI: How Smart Companies Win Big with Artificial Intelligence
By: Thomas H. Davenport
3.30
Format: 256 pages, Hardcover
A fascinating look at the trailblazing companies using artificial intelligence to create new compet… read more
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- nonfiction
25. Hands-On Gradient Boosting with XGBoost and scikit-learn: Perform accessible machine learning and extreme gradient boosting with Python
By: Corey Wade
4.12
Format: 310 pages, Kindle Edition
Get to grips with building robust XGBoost models using Python and scikit-learn for deployment Key … read more
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26. Practical Linear Algebra for Data Science
By: Mike X. Cohen
4.36
Format: 372 pages, Kindle Edition
If you want to work in any computational or technical field, you need to understand linear algebra.… read more
Want to Read $ 50.34Similar categories in Mike X. Cohen's Practical Linear Algebra for Data Science book and Mike X. Cohen's Practical Linear Algebra for Data Science
- mathematics
- nonfiction
- programming
27. Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python
By: Sebastian Raschka
4.36
Format: 770 pages, Paperback
This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive… read more
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- nonfiction
- programming
28. Transformers for Natural Language Processing: Build, train, and fine-tune deep neural network architectures for NLP with Python, Hugging Face, and OpenAI's GPT-3, ChatGPT, and GPT-4
By: Denis Rothman
3.87
Format: 564 pages, Kindle Edition
OpenAI's GPT-3, ChatGPT, GPT-4 and Hugging Face transformers for language tasks in one book. Get a … read more
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- programming
29. Feature Engineering for Machine Learning
By: Alice Zheng
3.86
Format: 218 pages, Paperback
Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely ex… read more
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- mathematics
- nonfiction
- programming
30. Financial Theory with Python
By: Yves Hilpisch
3.50
Format: 201 pages, Paperback
Nowadays, finance, mathematics, and programming are intrinsically linked. Financial Theory with Pyt… read more
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31. Applied Machine Learning Explainability Techniques: Make ML models explainable and trustworthy for practical applications using LIME, SHAP, and more
By: Aditya Bhattacharya
4.00
Format: 304 pages, Kindle Edition
Leverage top XAI frameworks to explain your machine learning models with ease and discover best pra… read more
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