Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

Richard H. Thaler has spent his career studying the radical notion that the central agents in the economy are humans - predictable, error-prone individuals. Misbehaving is his arresting, frequently hilarious account of the struggle to bring an academic discipline back down to earth - and change the way we think about economics, ourselves, and our world.

From “one of the great (greatest?) contemporary popular writers on economics” (Tyler Cowen) comes a smart, lively, and encouraging rethinking of how to use statistics. Today we think statistics are the enemy, numbers used to mislead and confuse us. That’s a mistake, Tim Harford says in The...

AN INSTANT NEW YORK TIMES BESTSELLER Few things will change your trajectory in life or business as much as learning to think clearly. Yet few of us recognize opportunities to think in the first place. You might believe you’re thinking clearly in the moments that matter most. But in all...

"Spend each day trying to be a little wiser than you were when you woke up," Charles T. Munger advises in Poor Charlie’s Almanack. Originally published in 2005, this compendium of 11 talks, delivered by the legendary Berkshire Hathaway vice-chairman between 1986 and 2007, has become a touchstone for a generation of investors and entrepreneurs seeking to absorb the enduring wit and wisdom of one of the great minds of the 20th and 21st centuries.

From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of human memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.

A New Yorker Best Book of the Year A breakthrough investigation of synthetic biology: the promising and controversial technology platform that combines biology and artificial intelligence and has the potential to program biological systems like we program computers. The breakthrough science of...

The legendary investor shows how to identify and master the cycles that govern the markets. We all know markets rise and fall, but when should you pull out, and when should you stay in? The answer is never black or white, but is best reached through a keen understanding of the reasons behind the rhythm of cycles. Confidence about where we are in a cycle comes when you learn the patterns of ups and downs that influence not just economics, markets and companies, but also human psychology and the investing behaviors that result.

NEW YORK TIMES BESTSELLER A Times (UK) Best Book of the Year From the author of the million-copy-selling Essentialism comes an empowering guide to achieving your goals. It all starts with a simple principle: Not everything has to be so hard. “In a world beset by burnout, Greg...

From the bestselling authors who taught the world how to have Crucial Conversations comes the new edition of Crucial Influence (previously published as Influencer). Drawing on cases studies of remarkable leaders and the research of renowned behavioral scientists, this guide explains why people do what they do and how leaders can influence behavior to drive results. It all comes down to a powerful yet simple model—the Six Sources of Influence®.

Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.

"...an engaging and enlightening account from which we all can benefit."—The Wall Street Journal A better way to combat knee-jerk biases and make smarter decisions, from Julia Galef, the acclaimed expert on rational decision-making. When it comes to what we believe, humans see what they want...

From the bestselling author of Thinking, Fast and Slow, the co-author of Nudge, and the author of You Are About to Make a Terrible Mistake! comes Noise, a revolutionary exploration of why people make bad judgments, and how to control both noise and cognitive bias.​ Imagine that two...

In 2008, Howard Schultz, the president and chairman of Starbucks, made the unprecedented decision to return as CEO, eight years after he stepped down from daily oversight of the company to become chairman. Concerned that Starbucks had lost its way, Schultz was determined to help it return to its core values and restore not only its financial health, but also its soul.

Tired of guessing what they’re really thinking? Read people in every situation—in person, on a screen, or in writing—using the new science of psycholinguistics, from a New York Times bestselling author and consultant to the FBI, CIA, and NSA. “A treasure trove of concepts, ideas...