Here are 100 books that The Book of Why fans have personally recommended if you like
The Book of Why.
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I boast a two-decade-long career in the software industry. Over the years, I have diligently honed my programming skills across a multitude of languages, including JavaScript, C++, Java, Ruby, and Clojure. Throughout my career, I have taken on various management roles, from Team Leader to VP of Engineering. No matter the role, the thing I have enjoyed the most is to make complex topics easy to understand.
This book profoundly influenced my thinking process, combining the worlds of mathematics, art, and music. I was captivated by how the book explores the deep connections between Gödel’s incompleteness theorems, Escher’s art, and Bach’s art of counterpoint.
The book’s puzzles and thought experiments pushed me to think more abstractly and critically. Despite being dense, I found it incredibly rewarding and eye-opening. I recommend this book to anyone interested in logic, creativity, and the nature of human thought. It’s a masterpiece!
Douglas Hofstadter's book is concerned directly with the nature of maps" or links between formal systems. However, according to Hofstadter, the formal system that underlies all mental activity transcends the system that supports it. If life can grow out of the formal chemical substrate of the cell, if consciousness can emerge out of a formal system of firing neurons, then so too will computers attain human intelligence. Goedel, Escher, Bach is a wonderful exploration of fascinating ideas at the heart of cognitive science: meaning, reduction, recursion, and much more.
A philosophy professor, my central interest has always been something historical: what is going on in this strange modern world we live in? Addressing this required forty years of background work in the natural sciences, history, social sciences, and the variety of contemporary philosophical theories that try to put them all together. In the process, I taught philosophy courses on philosophical topics, social theory, and the sciences, wrote books, and produced video courses, mostly focused on that central interest. The books listed are some of my favorites to read and to teach. They are crucial steps on the journey to understand who we are in this unprecedented modern world.
Best recent book examining human morality from a scientific, psychological point of view.
Darwinians used to think humans had to be selfish and immoral. Contemporary evolution argues the opposite, that humans evolved moral limits on our selfishness in order to live together. Haidt’s is the best book presenting this new evolutionary psychology.
But it goes further to connect those scientific issues with contemporary politics, explaining why people from “red” and “blue” states cannot understand each other: they each embody a short list of human moral values, but different ones. This is a great book for thinking carefully about human morality and contemporary politics. Students love it, and so do I.
'A landmark contribution to humanity's understanding of itself' The New York Times
Why can it sometimes feel as though half the population is living in a different moral universe? Why do ideas such as 'fairness' and 'freedom' mean such different things to different people? Why is it so hard to see things from another viewpoint? Why do we come to blows over politics and religion?
Jonathan Haidt reveals that we often find it hard to get along because our minds are hardwired to be moralistic, judgemental and self-righteous. He explores how morality evolved to enable us to form communities, and…
I’m a professor of computer science at Oregon State University. My research focus is on programming languages, but I also work on computer science education and outreach. I grew up in Germany and moved to the United States in 2000. Since computer science is a fairly new and not widely understood discipline, I am interested in explaining its core ideas to the general public. I believe that in order to attract a more diverse set of people to the field we should emphasize that coding is only a small part of computer science.
This book is not about computing, but it is relevant in an indirect way. I love this book, since it is written in such an engaging style and illustrates with many examples that math is not a dry subject to be practiced only by mathematicians but helps everyone to solve real-world problems. The book shows how important it is to be precise in describing problems and that applying a little mathematical rigor goes a long way in solving them. Ellenberg describes mathematics as the “extension of common sense by other means.” In a similar way, I view computer science as the extension of problem-solving methods (aka “algorithms”) by other means.
"Witty, compelling, and just plain fun to read . . ." -Evelyn Lamb, Scientific American
The Freakonomics of math-a math-world superstar unveils the hidden beauty and logic of the world and puts its power in our hands
The math we learn in school can seem like a dull set of rules, laid down by the ancients and not to be questioned. In How Not to Be Wrong, Jordan Ellenberg shows us how terribly limiting this view is: Math isn't confined to abstract incidents that never occur in real life, but rather touches everything we do-the whole world is shot through…
In sixth grade, I got into an argument with my neighbor, Billy. We were in his backyard, looking at the stars through his new telescope. “I see Orion,” said Billy. “What do you see?” “A bunch of stars.” “I aimed it at Orion. See him?” ”I see a bunch of stars.” “Don’t you see his belt? His sword?” Billy got more agitated. “Everybody knows that’s Orion. I can’t believe you can’t see him.” “It’s not actually Orion – it was just a bunch of stars until someone told a story about it and gave it meaning.” That compelled me to write, to construct a meaning for what I experienced, and try to make sense of it.
I loved this book because it opened my mind to new ways of thinking about thinking and how we make decisions. We are not the rational beings we think we are. Michael Lewis has the gift of being able to take complex ideas and make them understandable, informative, and very entertaining.
The book is about psychologists Amos Tversky and Daniel Khaneman and their research into how people make decisions. Their story is riveting, and I couldn’t help but think about how I make decisions and how to frame questions to gain greater insight into that process.
'Michael Lewis could spin gold out of any topic he chose ... his best work ... vivid, original and hard to forget' Tim Harford, Financial Times
'Gripping ... There is war, heroism, genius, love, loss, discovery, enduring loyalty and friendship. It is epic stuff ... Michael Lewis is one of the best non-fiction writers of our time' Irish Times
From Michael Lewis, No.1 bestselling author of The Big Short and Flash Boys, this is the extraordinary story of the two men whose ideas changed the world.
Daniel Kahneman and Amos Tversky met in war-torn 1960s Israel. Both were gifted young…
I was trained as a mathematician but have always been motivated by problem-solving challenges. Statistics and analytics combine mathematical models with statistical thinking. My career has always focused on this combination and, as a statistician, you can apply it in a wide range of domains. The advent of big data and machine learning algorithms has opened up new opportunities for applied statisticians. This perspective complements computer science views on how to address data science. The Real Work of Data Science, covers 18 areas (18 chapters) that need to be pushed forward in order to turning data into information, better decisions, and stronger organizations
The text covers classic statistical inference, early computer-age methods, and twenty-century topics. This puts a unique perspective on current analytic technologies labeled machine learning, artificial intelligence, and statical learning. The examples used provide a powerful description of the methods covered and the compare and contrast sections highlight the evolution of analytics. This book by Efron and Hastie is a natural follow-up source for readers interested in more details.
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? How does it all fit together? Now in paperback and fortified with exercises, this book delivers a concentrated course in modern statistical thinking. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic…
I am a scientist and inventor, who has always been drawn to grand, overarching narratives, and unifying ideas. I have degrees in Mathematics and Architecture, a PhD in Biophysics, and spent 11 years studying fungal networks at the University of Oxford. I am currently working with the award-winning architect Ben Allen, to commercialize a patent for making POMB (poly-organic mycelium blend): a light-transmitting, thermally insulating, carbon-negative building material.
Moffett is a leading specialist on social insects, and the core of his penetrating insight is that we ought to clearly distinguish between collective behavior and social behavior. Our ability to see that one stranger belongs to our society, while another stranger does not, is utterly crucial, and Moffett speaks with authority when he claims that humans are the only animals where different societies merge over time. In particular, he correctly notes that time and time again there has been a fusion between human societies under the heel of a conquering force. By carefully considering our bee-like nature, as well as our chimp-like nature, The Human Swarm reveals how mankind has created sprawling civilizations of unrivalled complexity and provides some valuable insights into what it will take to sustain them.
A specialist on social insects writes about the origins and implications of our own vast social organisation, and the ways in which our ethnic and national distinctions mirror those of other animals.
In this paradigm-shattering book, biologist Mark W. Moffett draws on findings in psychology, sociology and anthropology to explain the social adaptations that bind societies. He explores how the tension between identity and anonymity defines how societies develop, function, and fail. In the vein of Guns, Germs, and Steel and Sapiens, The Human Swarm reveals how mankind created sprawling civilizations of unrivalled complexity - and what it will take…
The constellation we know as Taurus goes all the way back to cave paintings of aurochs at Lascaux. This book traces the story of the bull in the sky, a journey through the history of what has become known as the sacred bull.
I am a scientist and inventor, who has always been drawn to grand, overarching narratives, and unifying ideas. I have degrees in Mathematics and Architecture, a PhD in Biophysics, and spent 11 years studying fungal networks at the University of Oxford. I am currently working with the award-winning architect Ben Allen, to commercialize a patent for making POMB (poly-organic mycelium blend): a light-transmitting, thermally insulating, carbon-negative building material.
Surprisingly enough, our planet has been home to horse-shoe crabs for longer than it has had fire. After all, you cannot have fire without atmospheric oxygen (a product of photosynthesis), and until the evolution of land plants, there was no fuel for lightning sparks to ignite. As Stephen J. Pyne eloquently describes, humanity’s exceptional relationship to fire has literally shaped our world, from the development of small guts and big heads through cooking food, to climbing the food chain by cooking landscapes, to harnessing the world-changing fire-power of fossil fuels. This insightful overview of human history puts forward the compelling idea that human actions (including prehistoric actions) have moved our planet from an ice age to a fire age.
A provocative rethinking of how humans and fire have evolved together over time-and our responsibility to reorient this relationship before it's too late.
The Pyrocene tells the story of what happened when a fire-wielding species, humanity, met an especially fire-receptive time in Earth's history. Since terrestrial life first appeared, flames have flourished. Over the past two million years, however, one genus gained the ability to manipulate fire, swiftly remaking both itself and eventually the world. We developed small guts and big heads by cooking food; we climbed the food chain by cooking landscapes; and now we have become a geologic…
I have had a long, fruitful career as a business leader, entrepreneur, and inventor in the energy and chemicals industry with seven scientific patents. I'm the founder/CEO of Chem Systems, Inc., lectured at MIT about entrepreneurship and innovation, and recently wrote a book exploring industrial inventions tracing back to the Industrial Revolution. All inventors share the same qualities: they see opportunities, stay persistent, and maintain their faith in the value of their innovation. The books on this list celebrate those qualities and honor the innovators who embody them. The authors highlight the common threads binding past, present, and future together, showing how humanity's progress depends on innovation.
This book changed my perspective on human history. Ennos mixes history and science to tell a sweeping tale about how our relationship with wood enormously influenced civilization.
I love the way Ennos takes readers all over the world—to its forests and cities—to trace this fascinating true story. He goes all that way back to our origins to show that discovering how to use wood propelled us forward. This is a wonderful book that serves as a reminder of just how critical materials are to humanity and how learning how to best employ them has propelled us forward.
A “smart and surprising” (Booklist) “expansive history” (Publishers Weekly) detailing the role that wood and trees have played in our global ecosystem—including human evolution and the rise and fall of empires—in the bestselling tradition of Yuval Harari’s Sapiens and Mark Kurlansky’s Salt.
As the dominant species on Earth, humans have made astonishing progress since our ancestors came down from the trees. But how did the descendants of small primates manage to walk upright, become top predators, and populate the world? How were humans able to develop civilizations and produce a globalized economy? Now, in The Age of Wood, Roland Ennos…
I’m a professor of computer science at Oregon State University. My research focus is on programming languages, but I also work on computer science education and outreach. I grew up in Germany and moved to the United States in 2000. Since computer science is a fairly new and not widely understood discipline, I am interested in explaining its core ideas to the general public. I believe that in order to attract a more diverse set of people to the field we should emphasize that coding is only a small part of computer science.
This book provides a brief introduction to the concept of algorithms before discussing the limitations of computation. Specifically, Harel explains undecidable problems (that is, problems for which no algorithm exists) and infeasible problems (that is, problems for which only algorithms are known that have an exponential runtime). I like this book (and its splendid title) because of its focus on the limitations of computation. Harel does a marvelous job in explaining two difficult topics about computation. The understanding of any scientific discipline requires the understanding of its limits, and the limits of computation are as significant as they are surprising.
Computers are incredible. They are one of the most important inventions of the 20th century, dramatically and irrevocably changing the way we live. That is the good news. The bad news is that there are still major limitations to computers, serious problems that not even the most powerful computers can solve. The consequences of such limitations can be serious. Too often these limits get overlooked, in the quest for bigger, better, and more powerful computers. In Computers Ltd., David Harel, best-selling author of Algorithmics, explains and illustrates one of the most fundamental, yet under-exposed facets of computers - their inherent…
Everybody knows that all animals—bats, bears, sharks, ponies, and people—start out as a single cell: the fertilized egg. But how does something no bigger than the period at the end of this sentence give rise to the remarkable complexity of each of these creatures?
I am an academic researcher and an avid non-fiction reader. There are many popular books on science or music, but it’s much harder to find texts that manage to occupy the space between popular and professional writing. I’ve always been looking for this kind of book, whether on physics, music, AI, or math – even when I knew that as a non-pro, I wouldn’t be able to understand everything. In my new book I’ve been trying to accomplish something similar: A book that can intrigue readers who are not professional economic theorists, that they will find interesting even if they can’t follow everything.
A simple (not perfect) test of whether you’re going to love this book: Just check out the author’s blog, called “shtetl-optimized”. The style is similar: sharp, funny, mixing professional theoretical Computer Science with broader takes.
I am still in the middle of the book, and nevertheless, I’m happy to recommend it. As an amateur with superficial CS knowledge, I am enjoying this introduction to classical complexity theory and the basic theory of quantum computation.
Aaronson’s distinctive style makes the ride all the more enjoyable. It’s neither a “real” textbook nor a pop-science book. It’s in a weird space somewhere in between, and I love it!
Written by noted quantum computing theorist Scott Aaronson, this book takes readers on a tour through some of the deepest ideas of maths, computer science and physics. Full of insights, arguments and philosophical perspectives, the book covers an amazing array of topics. Beginning in antiquity with Democritus, it progresses through logic and set theory, computability and complexity theory, quantum computing, cryptography, the information content of quantum states and the interpretation of quantum mechanics. There are also extended discussions about time travel, Newcomb's Paradox, the anthropic principle and the views of Roger Penrose. Aaronson's informal style makes this fascinating book accessible…
