100 books like The Undoing Project

Ever since my seventh-grade science teacher used my flyaway hair to demonstrate static electricity, I have loved science, and I also like mystery stories. This classic collection of short pieces is a favorite in both arenas. It is like a true crime series in which the villains are microorganisms and molecules. Unraveling puzzles involving all manner of medical issues, from rabies to toxic chemicals, these case-study stories kept me riveted from beginning to end. Mostly written from the 1940s to the 1960s, they also touch on some shocking medical practices that one hopes are now outdated.

Leaders should develop a philosophy of life—a north star that will guide them through difficult times. This timeless classic by Roman emperor Marcus Aurelius provides a combination of wisdom and practical advice that serves as a reference both for those in a leadership position and for individuals seeking a deeper understanding of their daily lives. Here is a sample: “The longest-lived and those who will die soonest lose the same thing. The present is all that they can give up, since that is all you have, and what you do not have, you cannot lose.”

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 previous book is about the most prevalent forms of AI, many of which focus on prediction or classification.

For example, a bank may use an AI system that utilizes data about those applying for a loan to predict whether they're likely to default. The judicial system might use an AI model which takes into account a convicted person's attributes in order to predict whether that person is likely to re-offend. A hospital might observe attributes of cells in order to classify them as cancerous or not.

Judea Pearl, a computer scientist at UCLA, has been in a long-running effort to get those working in AI to focus more on designing systems which could engage in causal reasoning. And in doing so, he's had a major influence on a number of disciplines, including computer science, philosophy, statistics, epidemiology, and the social sciences.

In The Book of Why, Pearl teams up… show more.

James Burke is a genius who had his own PBS series based on his book, Connections. Right from the get-go, he convinced me that one small malfunction can cripple our entire technologically-based system. This interdependence is typical of almost every aspect of life in the modern world.

Burke made me realize that we live surrounded by objects and systems that we take for granted, but they profoundly affect the way we behave, think, work, play and run our lives and those of our children. If you doubt his assertion, he says, look around you. How many machines could you either build yourself or repair if they stopped working? In my case, practically none.

When you start a car, press the button in an elevator, or buy food in a supermarket, you give no thought to the complex devices or systems that make the car move, the elevator rise, and… show more.

This is the heartwarming and inspiring story of the journey a great chef took from serving as a lowly apprentice to becoming a leader in establishing new food traditions in America. I especially enjoyed the many funny stories about Pepin and his family. Warning: the book includes many of his favorite recipes that will cause hunger pangs as you read the book. 

McCullough’s last book is about the history of pioneers in the Northwest Territory. It is the same place and period as my novel. The first tool McCullough shows pioneers using is a saw to cut lumber. The first business, my book's main character, Tom Beard knows he needs to attract and does is a lumber mill. When McCullough iterates the goods available from the first trading post the largest supply they have is of whiskey. The second business Beard attracts, and knows he must to build population is a distillery. McCullough and I are telling the same story it’s just that he’s a historian and I’m a novelist. I think the story of people's needs wants and ambitions are more interesting than a simple iteration of facts.

Fiction is an excellent source of inspiration for leaders. This book is a prime example. The book is part of a series of books on the “No. 1 Ladies’ Detective Agency” in Botswana. The proprietor, Precious Ramotswe, uses a combination of wisdom, intelligence, and humor to solve crimes. Like leaders and entrepreneurs everywhere, she must handle a variety of challenges using limited resources. A special treat in reading these books is learning about daily life in Botswana. 

Almost everyone knows the name of Charles Darwin, but how many of us know about Thomas Huxley? The reality is that Darwin’s brilliant leap of insight was only one step in bringing the theory of evolution into common knowledge. People don’t readily embrace a new idea that turns their entire worldview on its head, and Darwin alone could not have overcome the inertia and outright hostility that greeted his new theory. Darwin’s Armada is a delightful account of a larger cast of characters whose scientific efforts, exploratory voyages, and intriguing personalities were part of the story of this revolution in human thought.

I am a recreational clarinetist and a friend gave me this book, thinking I would like to know how music is rewiring my brain and possibly helping stave off senility. Nina Kraus has pursued a career in the study of hearing, and her passion for her subject infuses the book. She is entranced by the two-way feedback connection between the brain and the ear, and how the sounds we have already heard and processed shape our interpretation of the next sound waves to reach our ears, sometimes in surprising ways. Her description of the miraculously intricate mechanisms inside the ear makes me grateful for every time I wore ear protection when I was using a power tool or driving a tractor.