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.

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...

A "fascinating book" that will revolutionize our understanding of the brain and the future of AI (Financial Times) For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered...

If you want your startup to succeed, you need to understand why startups fail. “Whether you’re a first-time founder or looking to bring innovation into a corporate environment, Why Startups Fail is essential reading.”—Eric Ries, founder and CEO, LTSE, and New York Times bestselling...

In Organize Tomorrow Today (OTT), two of the top minds in human performance come together to deliver the pathway to extreme success: Doing more is not the answer, and Selk and Bartow walk you through how to achieve more by doing less. Dr. Jason Selk helps well-known professional and Olympic...

This award-winning and best-selling business handbook for digital transformation is now fully updated and expanded with the latest research and new case studies! Over the last five years, The DevOps Handbook has been the definitive guide for taking the successes laid out in the best-selling The Phoenix Project and applying them in any organization. Now, with this fully updated and expanded edition, it’s time to take DevOps out of the IT department and apply it across the full business.

From the bestselling author of Thinking in Bets comes a toolkit for mastering the skill of quitting to achieve greater success Business leaders, with millions of dollars down the drain, struggle to abandon a new app or product that just isn’t working. Governments, caught in a hopeless conflict...

For years, companies have rewarded their most effective engineers with management positions. But treating management as the default path for an engineer with leadership ability doesn't serve the industry well—or the engineer. The staff engineer's path allows engineers to contribute at a high level as role models, driving big projects, determining technical strategy, and raising everyone's skills. This in-depth book shows you how to understand your role, manage your time, master strategic thinking, and set the standard for technical work.

For decades, thousands of people have gathered in Omaha, Nebraska for the Berkshire Hathaway AGM, and quizzed Warren Buffett and Charlie Munger on everything from the psychology of successful investors to the future of Coca-Cola and Apple. But unless you attended, for many years you only had access to what people could remember and report back from the meetings.

#1 Wall Street Journal Bestseller Instant New York Times Bestseller A game-changing approach to marketing, sales, and advertising. Seth Godin has taught and inspired millions of entrepreneurs, marketers, leaders, and fans from all walks of life, via his blog, online courses, lectures, and...

Widely respected and admired, Philip Fisher is among the most influential investors of all time. His investment philosophies, introduced almost 40 years ago, are not only studied and applied by today's financiers and investors, but are also regarded by many as gospel. This book is invaluable for investors and has been since it was first published in 1958. This updated edition retains the investment wisdom of the original edition and includes the perspectives of the author's son Ken Fisher, an investment guru in his own right, in an expanded preface and introduction.

In 7 Rules of Power, Jeffrey Pfeffer, professor of organizational behavior at the Stanford University Graduate School of Business, provides the insights that have made both his online and on-campus classes incredibly popular—with life-changing results often achieved in 8 or 10 weeks. Rooted firmly in social-science research, Pfeffer’s 7 rules provide a manual for increasing your ability to get things done, including increasing the positive effects of your job performance.

Since the original publication of Nudge more than a decade ago, the title has entered the vocabulary of businesspeople, policy makers, engaged citizens, and consumers everywhere. The book has given rise to more than 200 "nudge units" in governments around the world and countless groups of behavioral scientists in every part of the economy. It has taught us how to use thoughtful "choice architecture" - a concept the authors invented - to help us make better decisions for ourselves, our families, and our society.

#1 New York Times Bestseller At last, a book that shows you how to build—design—a life you can thrive in, at any age or stage Designers create worlds and solve problems using design thinking. Look around your office or home—at the tablet or smartphone you may be holding or the chair you...

Unlock your originality and unleash your unique talents with this simple guide from the acclaimed author of Think Like a Rocket Scientist. We say some people march to the beat of a different drummer. But implicit in this cliché is that the rest of us march to the same beat. We sleepwalk through...