100 books like Nature's Chaos

By James Gleick, Eliot Porter,

Here are 100 books that Nature's Chaos fans have personally recommended if you like Nature's Chaos. Shepherd is a community of 10,000+ authors and super readers sharing their favorite books with the world.

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Book cover of The Thrilling Adventures of Lovelace and Babbage: The (Mostly) True Story of the First Computer

John MacCormick Author Of Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers

From my list on algorithms for people who don’t know algorithms.

Why am I passionate about this?

Once upon a time, I was a computer science researcher, working in the research labs of companies like Microsoft and Hewlett-Packard. Later I started teaching computer science to college students and writing books about algorithms. I love computers and I love algorithms. Most of all, I love explaining algorithms to other people. In fact, one of my most important missions in life is to advance the public understanding of computer science and algorithms. So if you read any of the books on my list, you’ll bring me one step closer to achieving my mission. Go ahead, read one now!

John's book list on algorithms for people who don’t know algorithms

John MacCormick Why did John love this book?

A graphic novel about Ada Lovelace, Charles Babbage, and their quixotic Victorian escapades designing computers and algorithms nearly a century before their time? As fascinating as that may already sound, it’s only the beginning. This is the only graphic novel I’ve read that has footnotes to the footnotes—immensely amusing footnotes. While reading this book, I feel constantly in the presence of insane genius. (But please read this book on physical paper. It is a work of art.)

By Sydney Padua,

Why should I read it?

3 authors picked The Thrilling Adventures of Lovelace and Babbage as one of their favorite books, and they share why you should read it.

What is this book about?

Winner of the British Book Design and Production Award for Graphic Novels
Winner of the Neumann Prize in the History of Mathematics

In The Thrilling Adventures of Lovelace and Babbage Sydney Padua transforms one of the most compelling scientific collaborations into a hilarious set of adventures

Meet two of Victorian London's greatest geniuses... Ada Lovelace, daughter of Lord Byron: mathematician, gambler, and proto-programmer, whose writings contained the first ever appearance of general computing theory, a hundred years before an actual computer was built. And Charles Babbage, eccentric inventor of the Difference Engine, an enormous clockwork calculating machine that would have…


Book cover of The Dot and the Line: A Romance in Lower Mathematics

Ben Orlin Author Of Math Games with Bad Drawings: 75 1/4 Simple, Challenging, Go-Anywhere Games--And Why They Matter

From my list on math books with genuinely good drawings.

Why am I passionate about this?

Explaining math demands great visuals. I should know: I explain math for a living, and I cannot draw. Like, at all. The LA Times art director once compared my cartoons to the work of children and institutionalized patients. (He printed them anyway.) In the nerdier corners of the internet, I’m known as the “Math with Bad Drawings” guy, and as a purveyor of artless art, I’ve developed an eye for the good stuff: striking visuals that bring mathematical concepts to life. Here are five books that blow my stick figures out of the water. (But please buy my book anyway, if for no deeper reason than pity.)

Ben's book list on math books with genuinely good drawings

Ben Orlin Why did Ben love this book?

Picking up this short picture book, I expected a dose of Phantom Toolbooth-esque wordplay. Not at all. This five-minute love story, about a line yearning for a dot, somehow enlarges into a meditation on geometric structure itself. From such a brief book, I didn’t expect new insights about how simple geometry underlies our most intricate thinking—but then again, that’s what delightful visuals will do for you.

By Norton Juster,

Why should I read it?

1 author picked The Dot and the Line as one of their favorite books, and they share why you should read it. This book is for kids age 8, 9, 10, and 11.

What is this book about?

Once upon a time there was a sensible straight line who was hopelessly in love with a beautiful dot. But the dot, though perfect in every way, only had eyes for a wild and unkempt squiggle. All of the line's romantic dreams were in vain, until he discovered...angles! Now, with newfound self-expression, he can be anything he wants to be--a square, a triangle, a parallelogram....And that's just the beginning!First published in 1963 and made into an Academy Award-winning animated short film, here is a supremely witty love story with a twist that reveals profound truths about relationships--both human and mathematical--sure…


Book cover of Anno's Math Games III

Ben Orlin Author Of Math Games with Bad Drawings: 75 1/4 Simple, Challenging, Go-Anywhere Games--And Why They Matter

From my list on math books with genuinely good drawings.

Why am I passionate about this?

Explaining math demands great visuals. I should know: I explain math for a living, and I cannot draw. Like, at all. The LA Times art director once compared my cartoons to the work of children and institutionalized patients. (He printed them anyway.) In the nerdier corners of the internet, I’m known as the “Math with Bad Drawings” guy, and as a purveyor of artless art, I’ve developed an eye for the good stuff: striking visuals that bring mathematical concepts to life. Here are five books that blow my stick figures out of the water. (But please buy my book anyway, if for no deeper reason than pity.)

Ben's book list on math books with genuinely good drawings

Ben Orlin Why did Ben love this book?

I stumbled on this in a used bookstore. What a find! The old-school, kid-friendly illustrations lead swiftly from simple beginnings (“What happens when you stretch a painting?”) to the depths of undergraduate topology. I haven’t used this in the classroom yet, but honestly, I could imagine busting it out with anyone from first-graders to first-year PhD candidates.

By Mitsumasa Anno,

Why should I read it?

1 author picked Anno's Math Games III as one of their favorite books, and they share why you should read it.

What is this book about?

Picture puzzles, games, and simple activities introduce the mathematical concepts of abstract thinking, circuitry, geometry, and topology


Book cover of Am I Overthinking This?: Over-Answering Life's Questions in 101 Charts

Ben Orlin Author Of Math Games with Bad Drawings: 75 1/4 Simple, Challenging, Go-Anywhere Games--And Why They Matter

From my list on math books with genuinely good drawings.

Why am I passionate about this?

Explaining math demands great visuals. I should know: I explain math for a living, and I cannot draw. Like, at all. The LA Times art director once compared my cartoons to the work of children and institutionalized patients. (He printed them anyway.) In the nerdier corners of the internet, I’m known as the “Math with Bad Drawings” guy, and as a purveyor of artless art, I’ve developed an eye for the good stuff: striking visuals that bring mathematical concepts to life. Here are five books that blow my stick figures out of the water. (But please buy my book anyway, if for no deeper reason than pity.)

Ben's book list on math books with genuinely good drawings

Ben Orlin Why did Ben love this book?

I adore these images. Each is like a tiny memoir wrapped in a graph. Even beyond the puzzle-like pleasure of decoding them, I love Rial’s playful use of real objects. Coffee rings form a Venn diagram about coffee addiction. Floss traces a line graph on dental hygiene. Half-eaten cheese sticks become the bars on a chart of cheese consumption. A delicious book, in every sense!

By Michelle Rial,

Why should I read it?

1 author picked Am I Overthinking This? as one of their favorite books, and they share why you should read it.

What is this book about?

Am I overthinking this? Probably.

This is a book of questions with answers, over-answers, and many charts: Did I screw up? How do I achieve work-life balance? Am I eating too much cheese? Do I have too many plants? Like a conversation with your non-judgmental best friend, Michelle Rial delivers a playful take on the little dilemmas that loom large in the mind of every adult through artful charts and funny, insightful questions.

* Building on her popular Instagram account @michellerial, Am I Overthinking This? brings whimsical charm to topics big and small
* Offers solidarity for the stressed, answers…


Book cover of The Fractal Murders

Leila Schneps and Coralie Colmez Author Of Math on Trial: How Numbers Get Used and Abused in the Courtroom

From my list on mathematical mysteries.

Why are we passionate about this?

We are a mother and daughter team of mathematicians (respectively a researcher in mathematics and a math graduate who runs an educational company) and detective novel lovers (with Agatha Christie a firm favorite). We’re also both very passionate about the importance of a good foundational mathematics education for everyone.

Leila's book list on mathematical mysteries

Leila Schneps and Coralie Colmez Why did Leila love this book?

This book loves to pretend to be a Raymond Chandler type thriller with a hard-boiled detective, but what might be a stereotype is offset by the detective's past and his personal struggle with depression, as well as a romantic interest in his client, an attractive female mathematician who hires him to figure out why three different mathematicians she contacted about the exact same topic have all died recently.  

Pieces are gathered and put together bit by bit to form a well-balanced mystery complete with false leads and a twist at the end. What makes this novel quite unique is the place given to the actual mathematics of fractals, with enough explanation to communicate not only their fascinating nature but also several applications, much of which is even relevant to the mystery. Best of all is the accurate depiction of the passion of the mathematicians for their subject, their lifestyle, and…

By Mark Cohen,

Why should I read it?

1 author picked The Fractal Murders as one of their favorite books, and they share why you should read it.

What is this book about?

When Jane Smyers, a math professor specializing in fractal geometry, decides to send an article for proofreading to other specialists around the country, she is shocked to learn that three of them have died under mysterious circumstances. That's where Pepper Keane comes in. An ex-Marine with an encyclopedic knowledge of rock and roll, he finds himself attracted to Professor Smyers and is determined to find out what he can. At first he can't find any evidence that the three dead specialists even knew each other. But Keane continues to dig, and with the help of his computer hacker best friend…


Book cover of Fractals

Edgar Peters Author Of Fractal Market Analysis: Applying Chaos Theory to Investment and Economics

From my list on books to become a market chaologist.

Why am I passionate about this?

I believe that knowledge is power. Understanding how something works leads to practical applications. In markets, I believe you should develop your own ideas on how to invest rather than being told. After all, how can you profit if you’re doing what everyone else is doing? Markets are efficient enough to give an opportunity to everyone but advantage to no one, unless you do something different than the crowd. My list is designed to give you information to develop investment strategies based on chaos theory, complexity, and fractals. It is not designed to tell you how to invest.

Edgar's book list on books to become a market chaologist

Edgar Peters Why did Edgar love this book?

Readers of this list may be surprised that there are no books by Benoit Mandelbrot, the father of fractals. I found his books fascinating but frustrating. Feder’s book, by contrast, was readable and usable.

This book taught me how to do fractal analysis. While Feder’s book has nothing to do with markets, it has everything to do with applications. While I reuse much of Feder’s methodology in my books, readers will find it useful to see other practical applications of fractal analysis.

By Jens Feder,

Why should I read it?

1 author picked Fractals as one of their favorite books, and they share why you should read it.

What is this book about?

This lovely little book will take off and fly on its own power, but the author has asked me to write a few words, and one should not say no to a friend. Specific topics in fractal geometry and its applications have already benefited from several excellent surveys of moderate length, and gossip and preliminary drafts tell us that we shall soon see several monographic treatments of broader topics. For the teacher, however, these surveys and monographs are not enough, and an urgent need for more helpful books has been widely recognized. To write such a book is no easy…


Book cover of The Black Swan

Roger W. Hoerl Author Of Statistical Thinking: Improving Business Performance

From my list on AI and data science that are actually readable.

Why am I passionate about this?

As a professional statistician, I am naturally interested in AI and data science. However, in our current information age, everyone, in all segments of society, needs to understand the basics of AI and data science. These basics include such things as what these disciplines are, what they can contribute to society, and perhaps most importantly, what can go wrong. However, I have found that much of the literature on these topics is highly technical and beyond the reach of most readers. These books are specifically selected because they are readable by virtually everyone, and yet convey the key concepts needed to be data-literate in the 21st century. Enjoy!

Roger's book list on AI and data science that are actually readable

Roger W. Hoerl Why did Roger love this book?

A “Black Swan” is a highly unlikely event that occurs with massive consequences. Think of 9/11 or the astonishing success of Google or Amazon.

The main issue relative to Black Swans, as explained by Talib, is that after the fact people are drawn to concocting detailed explanations that make them seem less random, and more predictable. In other words, people develop causal explanations that are completely wrong, but sound reasonable, and will then use them to predict the future.

In the words of Nate Silver, they invent a “signal” to explain what is in reality “noise.” These explanations also create a false sense of security about our ability to predict future events. In short, we fool ourselves into thinking that we know more than we actually do.

By Nassim Nicholas Taleb,

Why should I read it?

7 authors picked The Black Swan as one of their favorite books, and they share why you should read it.

What is this book about?

The most influential book of the past seventy-five years: a groundbreaking exploration of everything we know about what we don’t know, now with a new section called “On Robustness and Fragility.”

A black swan is a highly improbable event with three principal characteristics: It is unpredictable; it carries a massive impact; and, after the fact, we concoct an explanation that makes it appear less random, and more predictable, than it was. The astonishing success of Google was a black swan; so was 9/11. For Nassim Nicholas Taleb, black swans underlie almost everything about our world, from the rise of religions…


Book cover of The Economics of Time and Ignorance

Edgar Peters Author Of Fractal Market Analysis: Applying Chaos Theory to Investment and Economics

From my list on books to become a market chaologist.

Why am I passionate about this?

I believe that knowledge is power. Understanding how something works leads to practical applications. In markets, I believe you should develop your own ideas on how to invest rather than being told. After all, how can you profit if you’re doing what everyone else is doing? Markets are efficient enough to give an opportunity to everyone but advantage to no one, unless you do something different than the crowd. My list is designed to give you information to develop investment strategies based on chaos theory, complexity, and fractals. It is not designed to tell you how to invest.

Edgar's book list on books to become a market chaologist

Edgar Peters Why did Edgar love this book?

The Austrian School of Economics has been completely non-mathematical. Yet their concepts have direct analogies to complexity theory. Reading this book gives you fundamental economic ideas that tie back to the mathematical foundations of complexity, chaos, and fractals.

When dealing with markets, which are made up of people, after all, I have always found that basing your ideas on behavior rather than pure mathematics is always the way to go. Otherwise, you will not know when the markets have changed, and your ideas may no longer work.

This book also brings us back to the idea of cycles and explains them in an intuitive way. O’Driscoll and Rizzo also write well, so this isn’t a dry academic overview. It is a book that gives you both theory and intuition.

By Gerald P O'Driscoll, Mario J Rizzo,

Why should I read it?

1 author picked The Economics of Time and Ignorance as one of their favorite books, and they share why you should read it.

What is this book about?

The Economics of Time and Ignorance is one of the seminal works in modern Austrian economics. Its treatment of historical time and of uncertainty helped set the agenda for the remarkable revival of work in the Austrian tradition which has led to an ever wider interest in the once heretical ideas of Austrian economics. It is here reprinted with a substantial new introductory essay, outlining the major developments in the area since its original publication a decade ago.


Book cover of The Puppet Master's Secret

H. Gibson Author Of Preserving Creata

From my list on esoteric mysteries with a glimpse of Creation.

Why am I passionate about this?

I am Han. During my NDE I was informed by Light Beings that I should write my soul adventures. My body was burnt to a crisp. It did not even have hands! But back we came and after publishing more than 2 million words of Past Life adventures, readers keep on reporting that the Chronicles of Han books change their lives. It is with gratitude that I realize that the information in the books I am sharing with you have helped me through the years, during the accident where I should have died, and the healing process that now assists thousands of individuals. 

H.'s book list on esoteric mysteries with a glimpse of Creation

H. Gibson Why did H. love this book?

Where The Alchemist is considered the beginner's book on esoteric wisdom, The Puppet Master's Secret is the PHD book about Fractals and what it means to be one, how it feels to be one, as well as the possibilities an awakened Fractal may consider after an incarnation.

This book hits home hard as I'm a Fractal of my Overself as well. The author is a personal friend who used some of our conversations in this book, making it a private biographical adventure for me. This book is meant to assist other Fractals on their journeys to decide if they want to become their own individuals.

By Cathy Mc Donald,

Why should I read it?

1 author picked The Puppet Master's Secret as one of their favorite books, and they share why you should read it.


Book cover of The Best of All Possible Worlds: Mathematics and Destiny

Joseph Mazur Author Of The Clock Mirage: Our Myth of Measured Time

From my list on narrative merit in mathematics and science.

Why am I passionate about this?

Meaningful communications with people through life, books, and films have always given me a certain kind of mental nirvana of being transported to a place of delight. I see fine writing as an informative and entertaining conversation with a stranger I just met on a plane who has interesting things to say about the world. Books of narrative merit in mathematics and science are my strangers eager to be met. For me, the best narratives are those that bring me to places I have never been, to tell me things I have not known, and to keep me reading with the feeling of being alive in a human experience.

Joseph's book list on narrative merit in mathematics and science

Joseph Mazur Why did Joseph love this book?

Ekeland’s book is an entwinement of philosophical views of scientists with metaphysics dealing with nature’s directives. It’s an embroidery of lively anecdotes involving illustrious individuals and great historical moments of human decisions. We go through the Peloponnesian Wars, Venetian concessions to the Hapsburg emperor Maximilian, Darwin’s voyage to the Galapagos, and other enriching accounts. His explanations are clear, elegant, fluid, exhilarating, and suspenseful, reminding me of the effortless style of Richard Feynman. While reading, I felt compelled by a force of nature and purpose to learn about the best of all possible worlds.   

By Ivar Ekeland,

Why should I read it?

1 author picked The Best of All Possible Worlds as one of their favorite books, and they share why you should read it.

What is this book about?

Optimists believe this is the best of all possible worlds. And pessimists fear that might really be the case. But what is the best of all possible worlds? How do we define it? This question has preoccupied philosophers and theologians for ages, but there was a time, during the seventeenth and eighteenth centuries, when scientists and mathematicians felt they could provide the answer. This book is their story. Ivar Ekeland here takes the reader on a journey through scientific attempts to envision the best of all possible worlds. He begins with the French physicist Maupertuis, whose least action principle, Ekeland…


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