The Book of Why
The New Science of Cause and Effect
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Narrated by:
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Mel Foster
About this listen
How the study of causality revolutionized science and the world
"Correlation does not imply causation". This mantra has been invoked by scientists for decades and has led to a virtual prohibition on causal talk. But today, that taboo is dead. The causal revolution, sparked by Judea Pearl and his colleagues, has cut through a century of confusion and placed causality - the study of cause and effect - on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet, and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: It lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
Download the accompanying reference guide.©2018 Judea Pearl and Dana Mackenzie (P)2018 Brilliance Publishing, Inc., all rights reservedListeners also enjoyed...
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Rigor Mortis
- How Sloppy Science Creates Worthless Cures, Crushes Hope, and Wastes Billions
- By: Richard Harris
- Narrated by: Joe Delafield
- Length: 5 hrs and 56 mins
- Unabridged
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American taxpayers spend $30 billion annually funding biomedical research, but over half of these studies can't be replicated due to poor experimental design, improper methods, and sloppy statistics. Bad science doesn't just hold back medical progress, it can sign the equivalent of a death sentence for terminal patients. In Rigor Mortis, Richard Harris explores these urgent issues with vivid anecdotes, personal stories, and interviews with the top biomedical researchers. We need to fix our dysfunctional biomedical system - before it's too late.
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Eye opening introduction to biomedical R&D
- By Amazon Customer on 09-18-18
By: Richard Harris
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Know This
- Today's Most Interesting and Important Scientific Ideas, Discoveries, and Developments
- By: John Brockman
- Narrated by: Gabra Zackman, Dan John Miller
- Length: 14 hrs and 39 mins
- Unabridged
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Scientific developments radically alter our understanding of the world. Whether it's technology, climate change, health research, or the latest revelations of neuroscience, physics, or psychology, science has, as Edge editor John Brockman says, "become a big story, if not the big story". In that spirit this new addition to Edge.org's fascinating series asks a powerful and provocative question: What do you consider the most interesting and important recent scientific news?
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Pete and Repeat and Re-repeat
- By Daniel L on 02-25-18
By: John Brockman
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The Equation That Couldn't Be Solved
- How Mathematical Genius Discovered the Language of Symmetry
- By: Mario Livio
- Narrated by: Tom Parks
- Length: 11 hrs and 45 mins
- Unabridged
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For thousands of years mathematicians solved progressively more difficult algebraic equations, until they encountered the quintic equation, which resisted solution for three centuries. Working independently, two prodigies ultimately proved that the quintic cannot be solved by a simple formula. The first popular account of the mathematics of symmetry and order, The Equation That Couldn't Be Solved is told not through abstract formulas but in a beautifully written and dramatic account of the lives and work of some of the greatest and most intriguing mathematicians in history.
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Historical Perspective Appreciated
- By Michael Hanrahan on 01-22-20
By: Mario Livio
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Supernormal
- Science, Yoga, and the Evidence for Extraordinary Psychic Abilities
- By: Dean Radin PhD, Deepak Chopra MD
- Narrated by: Tom Perkins
- Length: 11 hrs and 12 mins
- Unabridged
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Can yoga and meditation unleash our inherent supernormal mental powers, such as telepathy, clairvoyance, and precognition? Is it really possible to perceive another person's thoughts and intentions? Influence objects with our minds? Envision future events? And is it possible that some of the superpowers described in ancient legends, science fiction, and comic books are actually real, and patiently waiting for us behind the scenes? Are we now poised for an evolutionary trigger to pull the switch and release our full potentials?
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great balance of science and wisdom traditions
- By Jayne on 03-16-18
By: Dean Radin PhD, and others
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Is God a Mathematician?
- By: Mario Livio
- Narrated by: Tom Parks
- Length: 9 hrs and 4 mins
- Unabridged
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Nobel Laureate Eugene Wigner once wondered about "the unreasonable effectiveness of mathematics" in the formulation of the laws of nature. Is God a Mathematician? investigates why mathematics is as powerful as it is. From ancient times to the present, scientists and philosophers have marveled at how such a seemingly abstract discipline could so perfectly explain the natural world. More than that - mathematics has often made predictions, for example, about subatomic particles or cosmic phenomena that were unknown at the time, but later were proven to be true.
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Origins of Mathematics
- By Rick B on 07-08-21
By: Mario Livio
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The Genetic Lottery
- Why DNA Matters for Social Equality
- By: Kathryn Paige Harden
- Narrated by: Katherine Fenton
- Length: 10 hrs and 4 mins
- Unabridged
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In The Genetic Lottery, Harden introduces listeners to the latest genetic science, dismantling dangerous ideas about racial superiority and challenging us to grapple with what equality really means in a world where people are born different. Weaving together personal stories with scientific evidence, Harden shows why our refusal to recognize the power of DNA perpetuates the myth of meritocracy, and argues that we must acknowledge the role of genetic luck if we are ever to create a fair society.
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Mix of Genetic Science and Ideology
- By James on 10-12-21
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Significant Figures
- The Lives and Work of Great Mathematicians
- By: Ian Stewart
- Narrated by: Roger Clark
- Length: 11 hrs and 39 mins
- Unabridged
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In Significant Figures, acclaimed mathematician Ian Stewart introduces the visionaries of mathematics throughout history. Delving into the lives of twenty-five great mathematicians, Stewart examines the roles they played in creating, inventing, and discovering the mathematics we use today. Through these short biographies, we get acquainted with the history of mathematics.
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Beware
- By Anton Kurtz on 12-08-18
By: Ian Stewart
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The Landscape of History
- How Historians Map the Past
- By: John Lewis Gaddis
- Narrated by: Jack Chekijian
- Length: 6 hrs and 16 mins
- Unabridged
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What is history, and why should we study it? Is there such a thing as historical truth? Is history a science? One of the most accomplished historians at work today, John Lewis Gaddis, answers these and other questions in this short, witty, and humane book. The Landscape of History provides a searching look at the historian's craft as well as a strong argument for why a historical consciousness should matter to us today.
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Excellent Book!
- By Billy on 09-15-18
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Not appropriate for audible and the reader don’t know how to read math
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I was looking forward to this. What a disappointment.
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The Prime Number Conspiracy
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These stories from Quanta Magazine map the routes of mathematical exploration, showing listeners how cutting-edge research is done, while illuminating the productive tension between conjecture and proof, theory and intuition. Listeners of The Prime Number Conspiracy are headed on "breathtaking intellectual journeys to the bleeding edge of discovery strapped to the narrative rocket of humanity's never-ending pursuit of knowledge," says Quanta editor-in-chief Thomas Lin.
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Better [more relevant] than you might expect.
- By James S. on 09-30-19
By: Thomas Lin - editor, and others
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Radical Markets
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Many blame today's economic inequality, stagnation, and political instability on the free market. The solution is to rein in the market, right? Radical Markets turns this thinking - and pretty much all conventional thinking about markets, both for and against - on its head. The book reveals bold new ways to organize markets for the good of everyone.
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Terrible Reader ruins this book
- By Brian W. Veit on 10-30-18
By: Eric A. Posner, and others
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The Disordered Mind
- What Unusual Brains Tell Us About Ourselves
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Eric R. Kandel, the winner of the Nobel Prize in Physiology or Medicine, is one of the pioneers of modern brain science. His work continues to shape our understanding of how learning and memory work and to break down age-old barriers between the sciences and the arts. In his seminal new audiobook, The Disordered Mind, Kandel draws on a lifetime of pathbreaking research and the work of many other leading neuroscientists to take us on an unusual tour of the brain. He confronts one of the most difficult questions we face: How does our mind, our individual sense of self, emerge from the physical matter of the brain?
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Thoroughly enjoyed
- By Dayle on 11-07-18
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Not appropriate for audible and the reader don’t know how to read math
- By Anonymous User on 08-01-24
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I was looking forward to this. What a disappointment.
- By Alessandro Fadini on 06-28-24
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Better [more relevant] than you might expect.
- By James S. on 09-30-19
By: Thomas Lin - editor, and others
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Radical Markets
- Uprooting Capitalism and Democracy for a Just Society
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Many blame today's economic inequality, stagnation, and political instability on the free market. The solution is to rein in the market, right? Radical Markets turns this thinking - and pretty much all conventional thinking about markets, both for and against - on its head. The book reveals bold new ways to organize markets for the good of everyone.
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Terrible Reader ruins this book
- By Brian W. Veit on 10-30-18
By: Eric A. Posner, and others
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The Disordered Mind
- What Unusual Brains Tell Us About Ourselves
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Know This
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Scientific developments radically alter our understanding of the world. Whether it's technology, climate change, health research, or the latest revelations of neuroscience, physics, or psychology, science has, as Edge editor John Brockman says, "become a big story, if not the big story". In that spirit this new addition to Edge.org's fascinating series asks a powerful and provocative question: What do you consider the most interesting and important recent scientific news?
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Pete and Repeat and Re-repeat
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The Drunkard's Walk
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In this irreverent and illuminating audiobook, acclaimed writer and scientist Leonard Mlodinow shows us how randomness, chance, and probability reveal a tremendous amount about our daily lives, and how we misunderstand the significance of everything from a casual conversation to a major financial setback. As a result, successes and failures in life are often attributed to clear and obvious causes, when in actuality they are more profoundly influenced by chance.
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Interested in statistics? This is the book.
- By Robert on 02-21-14
By: Leonard Mlodinow
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How Not to Be Wrong
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Ellenberg chases mathematical threads through a vast range of time and space, from the everyday to the cosmic, encountering, among other things, baseball, Reaganomics, daring lottery schemes, Voltaire, the replicability crisis in psychology, Italian Renaissance painting, artificial languages, the development of non-Euclidean geometry, the coming obesity apocalypse, Antonin Scalia's views on crime and punishment, the psychology of slime molds, what Facebook can and can't figure out about you, and the existence of God.
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Great book but better in writing
- By Michael on 07-02-14
By: Jordan Ellenberg
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The Language Game
- How Improvisation Created Language and Changed the World
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- Narrated by: Peter Noble
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Language is perhaps humanity’s most astonishing capacity - and one that remains poorly understood. In The Language Game, cognitive scientists Morten H. Christiansen and Nick Chater show us where generations of scientists seeking the rules of language got it wrong. Language isn’t about hardwired grammars but about near-total freedom, something like a game of charades, with the only requirement being a desire to understand and be understood.
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Good
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By: Morten H. Christiansen, and others
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Escape from Cubicle Nation
- From Corporate Prisoner to Thriving Entrepreneur
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Millions of people hate their jobs, or have recently lost one, and would love to start a small business. Yet very few actually try, because the process feels as scary as jumping off a cliff. No matter how boring or stressful a job might be, it's hard to give up a salary and benefits. But for some, it can be the smartest, happiest decision of a lifetime.
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Well below expectation!
- By nicholas on 10-09-13
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The Art of Statistics
- How to Learn from Data
- By: David Spiegelhalter
- Narrated by: Jonathan Davis
- Length: 9 hrs and 1 min
- Unabridged
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Overall
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Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence - and even more so if we hope to participate in the future, rather than being simple bystanders.
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very good statistics overview
- By Tom on 11-29-19
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A Most Elegant Equation
- Euler’s Formula and the Beauty of Mathematics
- By: David Stipp
- Narrated by: Sean Pratt
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Overall
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Bertrand Russell wrote that mathematics can exalt "as surely as poetry". This is especially true of one equation: ei(pi) + 1 = 0, the brainchild of Leonhard Euler, the Mozart of mathematics. More than two centuries after Euler's death, it is still regarded as a conceptual diamond of unsurpassed beauty. Called Euler's identity, or God's equation, it includes just five numbers but represents an astonishing revelation of hidden connections.
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Good treatment of the subject
- By Kindle Customer on 04-09-18
By: David Stipp
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Freedom Evolves
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Can there be freedom and free will in a deterministic world? Renowned philosopher Daniel Dennett emphatically answers "yes!" Using an array of provocative formulations, Dennett sets out to show how we alone among the animals have evolved minds that give us free will and morality. Weaving a richly detailed narrative, Dennett explains in a series of strikingly original arguments - drawing upon evolutionary biology, cognitive neuroscience, economics, and philosophy - that far from being an enemy of traditional explorations of freedom, morality, and meaning, the evolutionary perspective can be an indispensable ally.
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I knew I was going to like this book
- By Gary on 05-30-14
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How Leaders Decide
- A Timeless Guide to Making Tough Choices
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- Unabridged
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Whether you're running a small team or an international enterprise, all leaders know the feeling of facing a tough choice. It's impossible to see into the future to predict how our decisions play out, but we can look to the momentous decisions of the past for insights on how profound choices are made. Each decision made by influential figures, from Alfred Nobel and Marie Curie to Martin Luther King, Jr., and The Beatles, has shaped our world - and now they can help you make the decisions that will determine the direction of your organization.
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Great book
- By Amazon Customer on 04-16-23
By: Greg Bustin
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Thinking Better
- The Art of the Shortcut in Math and Life
- By: Marcus Du Sautoy
- Narrated by: Mark Elstob
- Length: 11 hrs and 35 mins
- Unabridged
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Overall
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Performance
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We are often told that hard work is the key to success. But success isn’t about hard work - it’s about shortcuts. Shortcuts allow us to solve one problem quickly so that we can tackle an even bigger one. They make us capable of doing great things. And according to Marcus du Sautoy, math is the very art of the shortcut. Thinking Better is a celebration of how math lets us do more with less.
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Very difficult to flow without diagrams
- By Khaled on 11-03-21
By: Marcus Du Sautoy
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The Intelligence Trap
- Why Smart People Make Dumb Mistakes
- By: David Robson
- Narrated by: Simon Slater
- Length: 10 hrs and 19 mins
- Unabridged
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Overall
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Performance
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Story
Smart people are not only just as prone to making mistakes as everyone else - they may be even more susceptible to them. This is the "intelligence trap", the subject of David Robson's fascinating and provocative book. The Intelligence Trap explores cutting-edge ideas in our understanding of intelligence and expertise, including "strategic ignorance", "meta-forgetfulness", and "functional stupidity."
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Great except for one big thing
- By J. S. Noel on 12-05-22
By: David Robson
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The Theory That Would Not Die
- How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy
- By: Sharon Bertsch McGrayne
- Narrated by: Laural Merlington
- Length: 11 hrs and 51 mins
- Unabridged
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Overall
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Performance
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Story
Bayes' rule appears to be a straightforward, one-line theorem: by updating our initial beliefs with objective new information, we get a new and improved belief. To its adherents, it is an elegant statement about learning from experience. To its opponents, it is subjectivity run amok. Sharon Bertsch McGrayne here explores this controversial theorem and the human obsessions surrounding it.
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Who is the intended audience?
- By Billy on 07-21-14
What listeners say about The Book of Why
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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- Kunal Menda
- 06-06-18
Excellent book but hard to listen to as an audiobook
This book is absolutely worth a read for anyone doing data science. But, since it makes a lot of references to figures in the supplementary PDF and reads out complicated equations, it’s difficult to listen to as an audiobook.
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3 people found this helpful
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- M. L. Tyler
- 07-19-22
A True Miracle
This work represents a foundational knowledge obtained by a few, desperately needed by all. Key truths to morality and agency can be gleaned by a reader interacting with the text.
I, for one, am a better person.
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1 person found this helpful
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- Bradley Shaw
- 12-05-18
Great book. Worth a listen and a challenge.
Great book. Had to put my statistics thinking cap on but super interesting. Definitely worth a listen if you want to challenge yourself. And it will challenge and download the pdf to follow along with the diagrams. It is needed.
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- Amazon Customer
- 07-04-19
Shouldn’t be an audiobook
I found it tough to grasp the concepts without seeing the stats, graphs and examples
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2 people found this helpful
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- M. Waldon
- 03-23-19
On every scientist's required reading list
An excellent book on many different levels in many different fields including philosophy, science, history, mathematics, and innovation. Every aspiring scientist should read this book. The statistical formulas and language add to the text, but may be ignored by readers won simply want an understanding of the ideas that underlie causal analysis.
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- Guilherme Teijeiro
- 10-29-18
great book!
This is a very good book content wise, but it my not be the most friendly to listen to. There are many passages with formulas and equations, which will make casual listening harder than usual.
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- Anil D.
- 09-22-19
Good to read not to hear
Given the presence of several diagrams, the images are difficult to be expressed in words.
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- ImStillThinking
- 11-23-21
Interesting developments
I have some background in statistics and AI so I could follow along with much of what the book covered. I wasn't able to completely follow along with the math though solely through listening. If you don't mind not completely understanding the math it might be a good listen. If you want
to understand the math look for the author's textbook on Causality instead.
The author drew rich comparisons at many times through his cultural and religious experience. It was useful in helping to explain his thoughts on the material and interesting to see how humanity historically has wrestled with some of these topics. If you are needlessly offended by references to material that has religious origin you have been forewarned.
I am not sure I completely agree with all of the assertions the author makes about the impacts of causality and artificial intelligence but I do think the development of this branch of mathmatics sounds significant and worthy of some attention.
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- Giovanni Focaraccio
- 11-28-20
I'm still processing..
This was my first exposure ever to causal inference. I will definitely need to read the print to get a better understanding of all the points covered but the audiobook made it possible for me to just temporarily skip over the mathematical formalities and get a very good sense for what this topic is about and why it is so profoundly important.
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- Anonymous User
- 05-01-23
Difficult listen
This is a good book, however, the content is practically impossible to follow in the audiobook version because of the complexity. I had to buy a written copy to be able to appreciate the book.
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