But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

    However, according to Hofstadter, the formal system that underlies all mental activity transcends the system that supports it. If life can grow out of the formal chemical substrate of the cell, if consciousness can emerge out of a formal system of firing neurons, then so too will computers attain human intelligence. Gödel, Escher, Bach is a wonderful exploration of fascinating ideas at the heart of cognitive science: meaning, reduction, recursion, and much more.

    . . [A] mega-ambitious project' —The Hindu 'A gem of a book that is a joy to read . . . You can almost touch and feel the centuries and millennia as they pass by' —Tony Joseph'Deepens our sense of the wonder that was India' —Pankaj Mishra'Illuminating, absorbing and a joy to read. I defy anyone to peruse it and not feel richly rewarded by its insights' —John KeayA BRILLIANT, ORIGINAL BOOK THAT REVEALS INDIA'S RICH AND DIVERSE HISTORIESWhat do we really know about the Aryan migration theory and why is that debate so hot?Why did the people of Khajuraho carve erotic scenes on their temple walls?What did the monks at Nalanda eat for dinner?Did our ideals of beauty ever prefer dark skin?——————————Indian civilization is an idea, a reality, an enigma. In this riveting book, Namit Arora takes us on an unforgettable journey through 5000 years of history, reimagining in rich detail the social and cultural moorings of Indians through the ages. Drawing on credible sources, he discovers what inspired and shaped them: their political upheavals and rivalries, customs and vocations, and a variety of unusual festivals. Arora makes a stop at six iconic places—the Harappan city of Dholavira, the Ikshvaku capital at Nagarjunakonda, the Buddhist centre of learning at Nalanda, enigmatic Khajuraho, Vijayanagar at Hampi, and historic Varanasi—enlivening the narrative with vivid descriptions, local stories and evocative photographs. Punctuating this are chronicles of famous travellers who visited India—including Megasthenes, Xuanzang, Alberuni and Marco Polo—whose dramatic and idiosyncratic tales conceal surprising insights about our land.In lucid, elegant prose, Arora explores the exciting churn of ideas, beliefs and values of our ancestors through millennia—some continue to shape modern India, while others have been lost forever. An original, deeply engaging and extensively researched work, Indians illuminates a range of histories coursing through our veins.

    Cricket fans still remember with awe his game-changing knock of 281 against Australia in 2001 at Eden Gardens. But playing for India was never easy. He was dropped as often as he was picked, and despite his vast experience and unimpeachable skill, he never made it to a World Cup team.All through his playing years, Laxman was known to be a soft-spoken man who kept his distance from controversy. Which is what makes this autobiography truly special. It’s candid and reflective, happy and sad by turns, and deeply insightful. He writes of dressing-room meltdowns and champagne evenings, the exhilaration of playing with and against the best in the world, the nuances of batting in different formats and on various pitches, the learnings with John Wright and the rocky times under Greg Chappell.In 281 and Beyond, Laxman lays bare the ecstasy and the trauma of being one of the chosen XI in a country that is devoted to cricket.

    In this eloquent, persuasive book, Neil Postman alerts us to the real and present dangers of this state of affairs, and offers compelling suggestions as to how to withstand the media onslaught. Before we hand over politics, education, religion, and journalism to the show business demands of the television age, we must recognize the ways in which the media shape our lives and the ways we can, in turn, shape them to serve out highest goals.

    Reveals how to run an online business profitably in spite of the Internet's inherently free culture, disseminating the principles of a ''priceless economy'' in six categories that pertain to advertising, labor exchange, and advanced-version fees.

    They're burning through cash, sales have stalled, and investors are nowhere to be found. Welcome to the reality of the new tech boom. Sure, it has produced its glittering share of billion-dollar "exits." But for the vast majority of startups life is nasty, brutish, and short on glamour. NO EXIT explores the feverish world of company founders who are desperately trying to keep their dream afloat. It’s a harrowing and hilarious look at the Silicon Valley no one sees. This is an extended version of a story that appears in the May 2014 issue of WIRED magazine.

    Turing Mathematician Alan Turing invented an imaginary computer known as the Turing Machine; in an age before computers, he explored the concept of what it meant to be "computable," creating the field of computability theory in the process, a foundation of present-day computer programming.The book expands Turing's original 36-page paper with additional background chapters and extensive annotations; the author elaborates on and clarifies many of Turing's statements, making the original difficult-to-read document accessible to present day programmers, computer science majors, math geeks, and others.Interwoven into the narrative are the highlights of Turing's own life: his years at Cambridge and Princeton, his secret work in cryptanalysis during World War II, his involvement in seminal computer projects, his speculations about artificial intelligence, his arrest and prosecution for the crime of "gross indecency," and his early death by apparent suicide at the age of 41.

    This change is being driven by powerful new cognitive tools, enabled by the internet, which are greatly accelerating scientific discovery. There are many books about how the internet is changing business or the workplace or government. But this is the first book about something much more fundamental: how the internet is transforming the nature of our collective intelligence and how we understand the world.Reinventing Discovery tells the exciting story of an unprecedented new era of networked science. We learn, for example, how mathematicians in the Polymath Project are spontaneously coming together to collaborate online, tackling and rapidly demolishing previously unsolved problems. We learn how 250,000 amateur astronomers are working together in a project called Galaxy Zoo to understand the large-scale structure of the Universe, and how they are making astonishing discoveries, including an entirely new kind of galaxy. These efforts are just a small part of the larger story told in this book--the story of how scientists are using the internet to dramatically expand our problem-solving ability and increase our combined brainpower.This is a book for anyone who wants to understand how the online world is revolutionizing scientific discovery today--and why the revolution is just beginning.

    A 15-hour workweek. Open borders. Does it sound too good to be true? One of Europe's leading young thinkers shows how we can build an ideal world today. "A more politically radical Malcolm Gladwell."—The New York Times After working all day at jobs we often dislike, we buy things we don't need. Rutger Bregman, a Dutch historian, reminds us it needn't be this way—and in some places it isn't. Rutger Bregman's TED Talk about universal basic income seemed impossibly radical when he delivered it in 2014. A quarter of a million views later, the subject of that video is being seriously considered by leading economists and government leaders the world over. It's just one of the many utopian ideas that Bregman proves is possible today. Utopia for Realists is one of those rare books that takes you by surprise and challenges what you think can happen. From a Canadian city that once completely eradicated poverty, to Richard Nixon's near implementation of a basic income for millions of Americans, Bregman takes us on a journey through history, and beyond the traditional left-right divides, as he champions ideas whose time have come. Every progressive milestone of civilization—from the end of slavery to the beginning of democracy—was once considered a utopian fantasy. Bregman's book, both challenging and bracing, demonstrates that new utopian ideas, like the elimination of poverty and the creation of the fifteen-hour workweek, can become a reality in our lifetime. Being unrealistic and unreasonable can in fact make the impossible inevitable, and it is the only way to build the ideal world.

    He is Lord Rama’s most trusted ally who embodies the virtues of a sincere devotee, the fearless fighter who sets the city of Lanka ablaze with his burning tail, the humble messenger who informs Mother Sita of Lord Rama’s victory over Ravana, the noble fellow warrior who uproots Dronagiri, a mountain of herbs, to save Lakshmana’s life. Above all, he is a perfect blend of intelligence and humility. The Chronicles of Hanuman, an engaging and inspiring bildungsroman of the Monkey God, is also replete with interesting folk tales, local lore about Hanuman temples across India and Hanuman prayers, making this book a reader’s delight.

    Uber had catapulted to the top of the tech world, yet for many came to symbolize everything wrong with Silicon Valley.Award-winning New York Times technology correspondent Mike Isaac’s Super Pumped presents the dramatic rise and fall of Uber, set against an era of rapid upheaval in Silicon Valley. Backed by billions in venture capital dollars and led by a brash and ambitious founder, Uber promised to revolutionize the way we move people and goods through the world. A near instant “unicorn,” Uber seemed poised to take its place next to Amazon, Apple, and Google as a technology giant.What followed would become a corporate cautionary tale about the perils of startup culture and a vivid example of how blind worship of startup founders can go wildly wrong. Isaac recounts Uber’s pitched battles with taxi unions and drivers, the company’s toxic internal culture, and the bare-knuckle tactics it devised to overcome obstacles in its quest for dominance. With billions of dollars at stake, Isaac shows how venture capitalists asserted their power and seized control of the startup as it fought its way toward its fateful IPO.Based on hundreds of interviews with current and former Uber employees, along with previously unpublished documents, Super Pumped is a page-turning story of ambition and deception, obscene wealth, and bad behavior that explores how blistering technological and financial innovation culminated in one of the most catastrophic twelve-month periods in American corporate history.

    The heartbreaking story of Kashmir has so far been told through the prism of the brutality of the Indian state, and the pro-independence demands of separatists. But there is another part of the story that has remained unrecorded and buried. Our Moon Has Blood Clots is the unspoken chapter in the story of Kashmir, in which it was purged of the Kashmiri Pandit community in a violent ethnic cleansing backed by Islamist militants. Hundreds of people were tortured and killed, and about 3,50,000 Kashmiri Pandits were forced to leave their homes and spend the rest of their lives in exile in their own country. Rahul Pandita has written a deeply personal, powerful and unforgettable story of history, home and loss.

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    Infrastructure engineers use a software version of this “chaos monkey” to test online services’ robustness—their ability to survive random failure and correct mistakes before they actually occur. Tech entrepreneurs are society’s chaos monkeys, disruptors testing and transforming every aspect of our lives, from transportation (Uber) and lodging (AirBnB) to television (Netflix) and dating (Tinder). One of Silicon Valley’s most audacious chaos monkeys is Antonio García Martínez.After stints on Wall Street and as CEO of his own startup, García Martínez joined Facebook’s nascent advertising team, turning its users’ data into profit for COO Sheryl Sandberg and chairman and CEO Mark “Zuck” Zuckerberg. Forced out in the wake of an internal product war over the future of the company’s monetization strategy, García Martínez eventually landed at rival Twitter. He also fathered two children with a woman he barely knew, committed lewd acts and brewed illegal beer on the Facebook campus (accidentally flooding Zuckerberg's desk), lived on a sailboat, raced sport cars on the 101, and enthusiastically pursued the life of an overpaid Silicon Valley wastrel.Now, this gleeful contrarian unravels the chaotic evolution of social media and online marketing and reveals how it is invading our lives and shaping our future. Weighing in on everything from startups and credit derivatives to Big Brother and data tracking, social media monetization and digital “privacy,” García Martínez shares his scathing observations and outrageous antics, taking us on a humorous, subversive tour of the fascinatingly insular tech industry. Chaos Monkeys lays bare the hijinks, trade secrets, and power plays of the visionaries, grunts, sociopaths, opportunists, accidental tourists, and money cowboys who are revolutionizing our world. The question is, will we survive?