English Theory

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.

At least one-third of the people we know are introverts. They are the ones who prefer listening to speaking; who innovate and create but dislike self-promotion; who favor working on their own over working in teams. It is to introverts—Rosa Parks, Chopin, Dr. Seuss, Steve Wozniak—that we owe many of the great contributions to society.

Understanding that the psychological well-being of individuals is inextricably linked to the health of their communities, environments, and cultures, the authors propose a radical interdisciplinary reorientation of psychology to create participatory and dialogical spaces for critical understanding and creative restoration.

Faced with the ceaseless stream of news about war, crime, and terrorism, one could easily think we live in the most violent age ever seen. Yet as New York Times bestselling author Steven Pinker shows in this startling and engaging new work, just the opposite is true: violence has been diminishing for millennia and we may be living in the most peaceful time in our species's existence.

What is space? It isn't a question that most of us normally stop to ask. Space is the venue of physics; it's where things exist, where they move and take shape. Yet over the past few decades, physicists have discovered a phenomenon that operates outside the confines of space and time. The phenomenon - the ability of one particle to affect another instantly across the vastness of space - appears to be almost magical.

This collection of 11 wide-ranging lectures which appeared originally in 1933, was based on lectures previously given when Jung was in the process of absorbing a considerable period of study of Eastern religions, Gnosticism and other religious sources. It was a time, according to the translator Cary F. Baynes, ‘when the Western world stands on the verge of a spiritual rebirth...after a long period of outward expansion, we are beginning to look inside ourselves once more.’

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.

Totalitarianism is not a coincidence and does not form in a vacuum. It arises from a collective psychosis that has followed a predictable script throughout history. In The Psychology of Totalitarianism, world-renowned Professor of Clinical Psychology Mattias Desmet deconstructs the societal conditions that allow this collective psychosis to take hold. By looking at our current situation and identifying the phenomenon of “mass formation”—a type of collective hypnosis—he clearly illustrates how close we are to surrendering to totalitarian regimes.

As it absorbs data, gains agency, and intermediates between humans and reality, AI will help us to address enormous crises, from climate change to geopolitical conflicts to income inequality. It might well solve some of the greatest mysteries of our universe, revolutionize fields as diverse as medicine and architecture, and elevate the human spirit to unimaginable heights. But it will also pose challenges on a scale and of an intensity that we have never seen.

Centering prayer is the path to a wonderful and radical new way of seeing the world. It is not, as is sometimes thought, simply an act of devotional piety, nor is it a Christianized form of other meditation methods. Cynthia Bourgeault here cuts through the misconceptions to show that centering prayer is in fact a pioneering development within the Christian contemplative tradition.

Now, from the AGI-Goldratt Institute and Jeff Cox, the same creative writer who co-authored The Goal, comes Velocity the book that reveals how to achieve outstanding bottom-line results by integrating the world's three most powerful continuous improvement disciplines: Lean, Six Sigma, and Goldratt's Theory of Constraints.

Over two decades, Rick Perlstein has published three definitive works about the emerging dominance of conservatism in modern American politics. With the saga's final installment, he has delivered yet another stunning literary and historical achievement. In late 1976, Ronald Reagan was dismissed as a man without a political future: defeated in his nomination bid against a sitting president of his own party, blamed for President Gerald Ford's defeat, too old to make another run.

Brian Clegg was always fascinated by Isaac Asimov’s classic Foundation series of books, in which the future is predicted using sophisticated mathematical modeling of human psychology and behavior. Only much later did he realize that Asimov’s "psychohistory" had a real-world equivalent: game theory. Originating in the study of probabilistic gambling games that depend on a random source—the throw of a dice or the toss of a coin—game theory soon came to be applied to human interactions: essentially, what was the best strategy to win whatever you were doing?

Applied polyvagal theory in yoga provides conscious breathing, vagal toning, mindful movement, and meditation practices that aid in rewiring the nervous system. Listeners will discover how to help both clients and themselves cultivate a felt sense of ease during times of safety; enhance their capacity to handle challenges with equanimity; and reclaim their ability to recover from stress swiftly and efficiently. Applied Polyvagal Theory in Yoga offers practitioners a new and effective way to support clients who are stuck in a trauma response mode.

Everyone loves a good conspiracy. Yet conspiracy theories are not a recent invention. And they are not always a harmless curiosity. In Suspicious Minds, Rob Brotherton explores the history and consequences of conspiracism, and delves into the research that offers insights into why so many of us are drawn to implausible, unproven and unproveable conspiracy theories. They resonate with some of our brain's built-in quirks and foibles, and tap into some of our deepest desires, fears, and assumptions about the world.

"A religious fundamentalist, a political operative, a primitive sermonizer, and an accomplice of worldly secular powers. Her mission has always been of this kind. The irony is that she has never been able to induce anybody to believe her. It is past time that she was duly honored and taken at her word." Among his many books, perhaps none have sparked more outrage than The Missionary Position, Christopher Hitchens's meticulous study of the life and deeds of Mother Teresa.

One of the world's most renowned theoretical physicists, Carlo Rovelli has entranced millions of readers with his singular perspective on the cosmos. In Helgoland, he examines the enduring enigma of quantum theory. The quantum world Rovelli describes is as beautiful as it is unnerving. Helgoland is a treeless island in the North Sea where the 23-year-old Werner Heisenberg made the crucial breakthrough for the creation of quantum mechanics, setting off a century of scientific revolution.

The difference between growing your business and going out of business is your ability to think strategically. The problem is, most leaders are stuck in the operational weeds, struggling to find the time to make better strategic decisions. This challenge is only heightened by the rise of AI. While you know AI is the future, current demands leave you with no time to explore its benefits. Meanwhile, your competition is gaining an edge by integrating AI. The time to act is now.

The collection of 10 absorbing tales by master psychotherapist Irvin D. Yalom uncovers the mysteries, frustrations, pathos, and humor at the heart of the therapeutic encounter. In recounting his patients' dilemmas, Yalom not only gives us a rare and enthralling glimpse into their personal desires and motivations but also tells us his own story as he struggles to reconcile his all-too-human responses with his sensibility as a psychiatrist.

Ruth Ben-Ghiat is the expert on the "strongman" playbook employed by authoritarian demagogues from Mussolini to Putin. In Strongmen, she lays bare the blueprint these leaders have followed over the past 100 years, and empowers us to recognize, resist, and prevent their disastrous rule in the future.