Book picks similar to
Zero to AI: A non-technical, hype-free guide to prospering in the AI era by Gianluca Mauro
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Mindfire: Big Ideas for Curious Minds
Scott Berkun - 2011
You'll learn to find passion, think free, manage time, pay attention and more. Scott Berkun is the bestselling author of Making Things Happen, The Myths of Innovation and Confessions of a Public Speaker. His work has appeared on CNBC, MSNBC, NPR and in The New York Times, Forbes, The Economist, The Washington Post, Wired, and other media. His famous lectures and popular blog can be found for free online at www.scottberkun.com.
Rewired: The Post-Cyberpunk Anthology
James Patrick KellyMichael Swanwick - 2007
Cyberpunk freewheels with punk rock energy, careening between the internet, bioengineering, and international politics, its influence saturating entertainment and the mass media. Drawing on the traditions of the pioneering cyberpunk manifesto, Mirrorshades, each story delves into the gritty world of technological change. Legendary Mirrorshades editor and contributor Bruce Sterling is back, alongside such cutting-edge writers as Cory Doctorow, Jonathan Lethem, Gwyneth Jones, Hal Duncan, Charles Stross, and Pat Cadigan. With a daring introduction from James Patrick Kelly and John Kessel, editors of the controversial Feeling Very Strange: The Slipstream Anthology, this collection is an exhilarating snapshot of a vibrant literary movement.Contents“Introduction: Hacking Cyberpunk” by James Patrick Kelly and John Kessel“Bicycle Repairman” by Bruce Sterling“Lobsters” by Charles Stross“The Voluntary State” by Christopher Rowe“When Sysadmins Rules the Earth” by Cory Doctorow“The Wedding Album” by David Marusek“Two Dreams on Trains” by Elizabeth Bear“Yeyuka” by Greg Egan“Red Sonja and Lessingham in Dreamland” by Gwyneth JonesSterling-Kessel Correspondence“How We Got in Town and out Again” by Jonathan Lethem“Search Engine” by Mary Rosenblum“The Dog Said Bow-Wow” by Michael Swanwick“The Calorie Man” By Paolo Bagciaglupi“The Final Remake of The Return of Little Latin Larry With a Completely Remastered ‘Soundtrack’” by Pat Cadigan“What’s Up Tiger Lily?” by Paul Di Filippo“Daddy’s World” by Walter Jon Williams“Thirteen Views of a Cardboard City” by William Gibson
Hadoop in Action
Chuck Lam - 2010
The intended readers are programmers, architects, and project managers who have to process large amounts of data offline. Hadoop in Action will lead the reader from obtaining a copy of Hadoop to setting it up in a cluster and writing data analytic programs.The book begins by making the basic idea of Hadoop and MapReduce easier to grasp by applying the default Hadoop installation to a few easy-to-follow tasks, such as analyzing changes in word frequency across a body of documents. The book continues through the basic concepts of MapReduce applications developed using Hadoop, including a close look at framework components, use of Hadoop for a variety of data analysis tasks, and numerous examples of Hadoop in action.Hadoop in Action will explain how to use Hadoop and present design patterns and practices of programming MapReduce. MapReduce is a complex idea both conceptually and in its implementation, and Hadoop users are challenged to learn all the knobs and levers for running Hadoop. This book takes you beyond the mechanics of running Hadoop, teaching you to write meaningful programs in a MapReduce framework.This book assumes the reader will have a basic familiarity with Java, as most code examples will be written in Java. Familiarity with basic statistical concepts (e.g. histogram, correlation) will help the reader appreciate the more advanced data processing examples. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.
Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers
John MacCormick - 2012
A simple web search picks out a handful of relevant needles from the world's biggest haystack: the billions of pages on the World Wide Web. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers; and we use digital signatures to verify the identity of the websites we visit. How do our computers perform these tasks with such ease? This is the first book to answer that question in language anyone can understand, revealing the extraordinary ideas that power our PCs, laptops, and smartphones. Using vivid examples, John MacCormick explains the fundamental "tricks" behind nine types of computer algorithms, including artificial intelligence (where we learn about the "nearest neighbor trick" and "twenty questions trick"), Google's famous PageRank algorithm (which uses the "random surfer trick"), data compression, error correction, and much more. These revolutionary algorithms have changed our world: this book unlocks their secrets, and lays bare the incredible ideas that our computers use every day.
Planning for Big Data
Edd Wilder-James - 2004
From creating new data-driven products through to increasing operational efficiency, big data has the potential to makeyour organization both more competitive and more innovative.As this emerging field transitions from the bleeding edge to enterprise infrastructure, it's vital to understand not only the technologies involved, but the organizational and cultural demands of being data-driven.Written by O'Reilly Radar's experts on big data, this anthology describes:- The broad industry changes heralded by the big data era- What big data is, what it means to your business, and how to start solving data problems- The software that makes up the Hadoop big data stack, and the major enterprise vendors' Hadoop solutions- The landscape of NoSQL databases and their relative merits- How visualization plays an important part in data work
21 Habits of Highly Broke People: Break Free From Destructive Habits With Practical Steps To Turn Your Finances Around
Dipo Adesina - 2018
It is a direct result of bad choices made overtime that eventually turned into habits that masters you. Like a thermostat, once these habits are set, it becomes nearly impossible to break them without deliberate and intentional effort. 21 Habits of Highly Broke People dives into details on the habits that keeps people poor, and practical action steps you can take to break free from these habits. 21 Habits of Highly Broke People shows you: 1. How your choices about money is keeping you broke. 2. What the rich do differently from the poor. 3. How to break bad habits and replace them with positive habits.
Context: Further Selected Essays on Productivity, Creativity, Parenting, and Politics in the 21st Century
Cory Doctorow - 2011
Discussing complex topics in an accessible manner, Cory Doctorow’s visions of a future where artists have full freedom of expression is tempered with his understanding that creators need to benefit from their own creations. From extolling the Etsy makerverse to excoriating Apple for dumbing down technology while creating an information monopoly, each unique piece is brief, witty, and at the cutting edge of tech. Now a stay-at-home dad as well as an international activist, Doctorow writes as eloquently about creating real-time Internet theater with his daughter as he does while lambasting the corporations that want to profit from inherent intellectual freedoms.
Superminds: The Surprising Power of People and Computers Thinking Together
Thomas W. Malone - 2018
If you're like most people, you probably believe that humans are the most intelligent animals on our planet. But there's another kind of entity that can be far smarter: groups of people. In this groundbreaking book, Thomas Malone, the founding director of the MIT Center for Collective Intelligence, shows how groups of people working together in superminds -- like hierarchies, markets, democracies, and communities -- have been responsible for almost all human achievements in business, government, science, and beyond. And these collectively intelligent human groups are about to get much smarter. Using dozens of striking examples and case studies, Malone shows how computers can help create more intelligent superminds simply by connecting humans to one another in a variety of rich, new ways. And although it will probably happen more gradually than many people expect, artificially intelligent computers will amplify the power of these superminds by doing increasingly complex kinds of thinking. Together, these changes will have far-reaching implications for everything from the way we buy groceries and plan business strategies to how we respond to climate change, and even for democracy itself. By understanding how these collectively intelligent groups work, we can learn how to harness their genius to achieve our human goals. Drawing on cutting-edge science and insights from a remarkable range of disciplines, Superminds articulates a bold -- and utterly fascinating -- picture of the future that will change the ways you work and live, both with other people and with computers.
Rebooting AI: Building Artificial Intelligence We Can Trust
Gary F. Marcus - 2019
Professors Gary Marcus and Ernest Davis have spent their careers at the forefront of AI research and have witnessed some of the greatest milestones in the field, but they argue that a computer winning in games like Jeopardy and go does not signal that we are on the doorstep of fully autonomous cars or superintelligent machines. The achievements in the field thus far have occurred in closed systems with fixed sets of rules. These approaches are too narrow to achieve genuine intelligence. The world we live in is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Marcus and Davis show us what we need to first accomplish before we get there and argue that if we are wise along the way, we won't need to worry about a future of machine overlords. If we heed their advice, humanity can create an AI that we can trust in our homes, our cars, and our doctor's offices. Reboot provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of what we can achieve and how AI can make our lives better.
Artificial Intelligence: The Insights You Need from Harvard Business Review (HBR Insights Series)
Harvard Business Review - 2019
What should you and your company be doing today to ensure that you're poised for success and keeping up with your competitors in the age of AI?Artificial Intelligence: The Insights You Need from Harvard Business Review brings you today's most essential thinking on AI and explains how to launch the right initiatives at your company to capitalize on the opportunity of the machine intelligence revolution.Business is changing. Will you adapt or be left behind?Get up to speed and deepen your understanding of the topics that are shaping your company's future with the Insights You Need from Harvard Business Review series. Featuring HBR's smartest thinking on fast-moving issues--blockchain, cybersecurity, AI, and more--each book provides the foundational introduction and practical case studies your organization needs to compete today and collects the best research, interviews, and analysis to get it ready for tomorrow. You can't afford to ignore how these issues will transform the landscape of business and society. The Insights You Need series will help you grasp these critical ideas--and prepare you and your company for the future.
The Road to Conscious Machines: The Story of AI
Michael Wooldridge - 2020
While this remains a remote possibility, rapid progress on AI in this century is already profoundly changing our world. Yet the public debate and media hype is still largely centred on unlikely prospects from sentient machines to dystopian robot takeovers.In this lively and clear-headed guide, Michael Wooldridge brings a healthy injection of humility to an overhyped field and changes the prevailing narrative on AI, revealing how these anxieties distract us from the more immediate risks that this transformative technology poses - from algorithmic bias to fake news. He also shows us how they overlook the true life-changing potential of the field he loves.The Road to Conscious Machines gives us the real story of AI, through all its booms and many busts, elucidating the discoveries of its greatest pioneers from Alan Turing to Demis Hassabis, and showing us what today's AI researchers actually think and do. As this deft and detailed survey reveals, AI appeals to fundamental questions about what it means to be human; so too do the failures and limitations of its past.
Trust Works!: Four Keys to Building Lasting Relationships
Kenneth H. Blanchard - 2013
Trust Works! provides a common language and essential skills that can replace dissension with peace and cooperation and help us all work together productively and in harmony.In Trust Works! Ken Blanchard applies that fable to real-life situations to show anyone how to get along better with those around them. He outlines his ABCD trust model and uses it to address the factors that lead to discord, including low morale, miscommunication, poor response to problems and issues, and dysfunctional leadership.
Writing for Computer Science
Justin Zobel - 1997
For the most part the book is a discussion of good writing style and effective research strategies. Some of the material is accepted wisdom, some is controversial, and some is my opinions. Although the book is brief, it is designed to be comprehensive: some readers may be interested in exploring topics further, but for most readers this book should be suf?cient. The ?rst edition of this book was almost entirely about writing. This e- tion, partly in response to reader feedback and partly in response to issues that arose in my ownexperiences as an advisor, researcher, and referee, is also about research methods. Indeed, the two topics writing about and doing research are not clearly separated. It is a small step from asking how do I write? to askingwhatisitthatIwriteabout? As previously, the guidance on writing focuses on research, but much of the material is applicable to general technical and professional communication. Likewise, the guidance on the practice of research has broader lessons. A pr- titioner trying a new algorithm or explaining to colleagues why one solution is preferable to another should be con?dent that the arguments are built on robust foundations. And, while this edition has a stronger emphasis on research than did the ?rst, nothing has been deleted; there is additional material on research, but the guidance on writing has not been taken away."
Automate This: How Algorithms Came to Rule Our World
Christopher Steiner - 2012
It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills—and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. These “bots” started with human programming and logic, but now their reach extends beyond what their creators ever expected. In this fascinating, frightening book, Christopher Steiner tells the story of how algorithms took over—and shows why the “bot revolution” is about to spill into every aspect of our lives, often silently, without our knowledge. The May 2010 “Flash Crash” exposed Wall Street’s reliance on trading bots to the tune of a 998-point market drop and $1 trillion in vanished market value. But that was just the beginning. In Automate This, we meet bots that are driving cars, penning haiku, and writing music mistaken for Bach’s. They listen in on our customer service calls and figure out what Iran would do in the event of a nuclear standoff. There are algorithms that can pick out the most cohesive crew of astronauts for a space mission or identify the next Jeremy Lin. Some can even ingest statistics from baseball games and spit out pitch-perfect sports journalism indistinguishable from that produced by humans. The interaction of man and machine can make our lives easier. But what will the world look like when algorithms control our hospitals, our roads, our culture, and our national security? What happens to businesses when we automate judgment and eliminate human instinct? And what role will be left for doctors, lawyers, writers, truck drivers, and many others? Who knows—maybe there’s a bot learning to do your job this minute.
Prediction Machines: The Simple Economics of Artificial Intelligence
Ajay Agrawal - 2018
But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear:
Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions.
Prediction tools increase productivity--operating machines, handling documents, communicating with customers.
Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete.
Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.
