How the computer revolution shaped our conception of rationality—and why human problems require solutions rooted in human intuition, morality, and judgmentIn the 1940s, mathematicians set out to design computers that could act as ideal rational agents in the face of uncertainty. The Irrational Decision tells the story of how they settled on a peculiar mathematical definition of rationality in which every decision is a statistical question of risk. Benjamin...

Optimization techniques are at the core of data science, including data analysis and machine learning. An understanding of basic optimization techniques and their fundamental properties provides important grounding for students, researchers, and practitioners in these areas. This text covers the fundamentals of optimization algorithms in a compact, self-contained way, focusing on the techniques most relevant to data science. An introductory chapter demonstrates that many standard problems ...

This audiobook narrated by Eric Jason Martin reveals how the computer revolution shaped our conception of rationality—and why human problems require solutions rooted in human intuition, morality, and judgmentIn the 1940s, mathematicians set out to design computers that could act as ideal rational agents in the face of uncertainty. The Irrational Decision tells the story of how they settled on a peculiar mathematical definition of rationality in which every ...

An "elegant", "engrossing" (Carol Tavris, Wall Street Journal) examination of what we think we know about the brain and why -- despite technological advances -- the workings of our most essential organ remain a mystery."I cannot recommend this book strongly enough."--Henry Marsh, author of Do No HarmFor thousands of years, thinkers and scientists have tried to understand what the brain does. Yet, despite the astonishing discoveries of scie...

Bloomsbury presents Gilded Rage written and read by Jacob SilvermanA searing insight into the political radicalization of Silicon Valley, from Elon Musk to Peter Thiel, JD Vance and Donald Trump, and how it will affect the future of all our lives.From the pursuit of potentially apocalyptic artificial intelligence to life-extension start-ups that promise billionaires eternal youth and those who encourage the political far right around the world, the...

The inventor of the World Wide Web explores his vision’s promise—and how it can be redeemed for the future. This audiobook is read by award-winning comedian, actor, presenter and director, Sir Stephen Fry. It also includes a bonus conversation between the author and narrator."Narrator Stephen Fry's plummy voice and English accent, combined with his enthusiasm for his topic, make him the perfect narrator. Even when dealing with the technical details of how t...

Based on a wildly popular UC Berkeley course, a primer on how to think critically, make sound decisions, and solve problems—individually and collectively—using scientists’ tricks of the trade.In our deluge of information, it's getting harder and harder to distinguish the revelatory from the contradictory. How do we make health decisions in the face of conflicting medical advice? Does that article on GMOs even show what the authors claim? How can we navigate the nex...

**“Mind-expanding . . . The Score is so exuberant and readable that the depth and seriousness of its insights almost sneak up on you.” —Jennifer Szalai, The New York Times“Brilliant and wildly original . . . The Score is socially attentive, historically literate and imbued with sensual glee.” —Becca Rothfeld, The Washington Post“I give this excellent book five stars.” *—*Stuart Jeffries, Financial TimesA philosophy of gam...

The latest edition of this classic is updated with new problem sets and materialThe Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory.All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distor...

Algebraic & geometry methods have constituted a basic background and tool for people working on classic block coding theory and cryptography. Nowadays, new paradigms on coding theory and cryptography have arisen such as: Network coding, S-Boxes, APN Functions, Steganography and decoding by linear programming. Again understanding the underlying procedure and symmetry of these topics needs a whole bunch of non trivial knowledge of algebra and geometry that will be used to both, evaluate thos...

This rigorous, self-contained book describes mathematical and, in particular, stochastic and graph theoretic methods to assess the performance of complex networks and systems. It comprises three parts: the first is a review of probability theory; Part II covers the classical theory of stochastic processes (Poisson, Markov and queueing theory), which are considered to be the basic building blocks for performance evaluation studies; Part III focuses on the rapidly expanding new field of netw...

This beginning graduate textbook describes both recent achievements and classical results of computational complexity theory. Requiring essentially no background apart from mathematical maturity, the book can be used as a reference for self-study for anyone interested in complexity, including physicists, mathematicians, and other scientists, as well as a textbook for a variety of courses and seminars. More than 300 exercises are included with a selected hint set. The book starts with a bro...