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Analogy-Making as Perception: A Computer Model by Melanie Mitchell
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Amazon Simple Storage Service (S3) Getting Started Guide
Amazon Web Services - 2012
This guide introduces the basic concepts of Amazon S3, the bucket and the object. It walks you through the process of using the AWS Management Console, a browser-based graphical user interface, to create a bucket and then upload, view, move, and delete an object.
The Robot's Rebellion: Finding Meaning in the Age of Darwin
Keith E. Stanovich - 2004
Richard Dawkins, for example, jolted us into realizing that we are just survival mechanisms for our own genes, sophisticated robots in service of huge colonies of replicators to whom concepts of rationality, intelligence, agency, and even the human soul are irrelevant.Accepting and now forcefully responding to this decentering and disturbing idea, Keith Stanovich here provides the tools for the "robot's rebellion," a program of cognitive reform necessary to advance human interests over the limited interest of the replicators and define our own autonomous goals as individual human beings. He shows how concepts of rational thinking from cognitive science interact with the logic of evolution to create opportunities for humans to structure their behavior to serve their own ends. These evaluative activities of the brain, he argues, fulfill the need that we have to ascribe significance to human life. We may well be robots, but we are the only robots who have discovered that fact. Only by recognizing ourselves as such, argues Stanovich, can we begin to construct a concept of self based on what is truly singular about humans: that they gain control of their lives in a way unique among life forms on Earth—through rational self-determination.
The Way to Will Power
Henry Hazlitt - 2009
And at the bottom of the page is the triangular clipping which you cut out and send for the book on how to acquire ...
Defensive Design for the Web: How to Improve Error Messages, Help, Forms, and Other Crisis Points
Matthew Linderman - 2004
Good site defense can make or break the customer experience. This book shows the right (and wrong) ways to get defensive, offers guidelines to prevent errors and rescue customers if a breakdown occurs.It also shows you how to evaluate and improve your own site's defensive design.
Getting Away from Already Being Pretty Much Away from It All: An Essay
David Foster Wallace - 2012
In this hilarious essay, originally published in the collection A Supposedly Fun Thing I'll Never Do Again, he ventures to the Illinois State Fair, where he examines butter sculptures, munches on corndogs, and swaps stories with local exhibitors. As he wanders through this endlessly fascinating world, Wallace's one-of-a-kind blend of humor and insight is on full display. "Getting Away from Already Being Pretty Much Away from It All" is an uproarious and ultimately unforgettable foray into a classic part of American life and culture.
Schaum's Outline of Complex Variables
Murray R. Spiegel - 1968
Contains 640 problems including solutions; additional practice problems with answers; explanations of complex variable theory; coverage of applications of complex variables in engineering, physics, and elsewhere, with accompanying sample problems and solutions.
Unreal Estate: Money, Ambition, and the Lust for Land in Los Angeles
Michael Gross - 2011
Jackson, Sly Stallone, Richard Zanuck, and relatives of an Indonesian dictator and Saudi Arabia’s king). He then flashes back to the creation of this fabled district, built on dusty lima bean fields and carved out of the rugged impassible mountains between the city and the sea. Using the century-long evolution from adobe huts to $100 million mansions as the baseline of the story, he reveals how a few powerful and often ruthless oil and railroad magnates imposed their idyllic vision of the good life on the Los Angeles landscape to create the legendary communities known as the Platinum Triangle. Gross goes on to give vivid, riveting accounts of the most lavish of the many lavish houses that started springing up almost immediately (with only a brief slowdown during the Depression). But the stories of these homes are just a window onto the lives of their owners and occupants over the course of the twentieth century, and onto the bigger story of a people and a storied region that have become, in Gross’s words, “the Mecca of self-invention.” As one might imagine, there is a truly glittering cast of characters. Apart from the many Hollywood stars who have passed through these houses—Douglas Fairbanks Jr., Harold Lloyd, Marilyn Monroe, Jayne Mansfield, George Hamilton, Tony Curtis, Cher, to name just a few—you will meet decadent Spanish land-grant families, desperado oilmen and railroad titans, the country’s first all-powerful corporate legends, con men and pyramid schemers, porn magnates, and Arab potentates, not to mention contemporary tabloid luminaries from the worlds of business and entertainment. Taken altogether, their stories read like a cross between Valley of the Dolls, Hollywood Babylon, and Gross’s own 740 Park—with a little of the film Chinatown thrown in too. Los Angeles provides Michael Gross with his broadest canvas yet; Unreal Estate will surprise, fascinate, and most of all entertain you with a story you don’t know about a place you think you do.
Blockchain: The Insights You Need from Harvard Business Review (HBR Insights Series)
Harvard Business Review - 2019
Your rivals are effortlessly tracking every last link in their supply chains. They're making bureaucratic paper trails obsolete while keeping their customers' data safer and discovering new ways to use this next foundational technology to sustain their competitive advantage. What should you be doing with blockchain now to ensure that your business is poised for success? "Blockchain: The Insights You Need from Harvard Business Review" brings you today's most essential thinking on blockchain, explains how to get the right initiatives started at your company, and prepares you to seize the opportunity of the coming blockchain wave.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.
High-Tech Heretic: Reflections of a Computer Contrarian
Clifford Stoll - 1999
Now, from a Silicon Valley hero and bestselling technology writer comes a pointed critique of the hype surrounding computers and their real benefits, especially in education. In High-Tech Heretic, Clifford Stoll questions the relentless drumbeat for "computer literacy" by educators and the computer industry, particularly since most people just use computers for word processing and games--and computers become outmoded or obsolete much sooner than new textbooks or a good teacher.As one who loves computers as much as he disdains the inflated promises made on their behalf, Stoll offers a commonsense look at how we can make a technological world better suited for people, instead of making people better suited to using machines.
Introduction to Machine Learning with Python: A Guide for Data Scientists
Andreas C. Müller - 2015
If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills
Build a Career in Data Science
Emily Robinson - 2020
Industry experts Jacqueline Nolis and Emily Robinson lay out the soft skills you’ll need alongside your technical know-how in order to succeed in the field. Following their clear and simple instructions you’ll craft a resume that hiring managers will love, learn how to ace your interview, and ensure you hit the ground running in your first months at your new job. Once you’ve gotten your foot in the door, learn to thrive as a data scientist by handling high expectations, dealing with stakeholders, and managing failures. Finally, you’ll look towards the future and learn about how to join the broader data science community, leaving a job gracefully, and plotting your career path. With this book by your side you’ll have everything you need to ensure a rewarding and productive role in data science.
Bayesian Reasoning and Machine Learning
David Barber - 2012
They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.
Entropy Demystified: The Second Law Reduced To Plain Common Sense
Arieh Ben-Naim - 2007
The author paves the way for readers to discover for themselves what entropy is, how it changes, and most importantly, why it always changes in one direction in a spontaneous process.
Literature And Science
Aldous Huxley - 1963
This world of total human experience is the world that is (or at least ought to be) reflected and molded by the arts, above all by the art of literature. "What is the function of literature," Mr. Huxley asks, "what its psychology, what the nature of literary language? And how do its function, psychology and language differ from those of science? What in the past has been the relationship between literature and science? What is it now? What might it be in the future? And what would it be profitable, artistically speaking, for a twentieth-century man of letters to do about twentieth-century science?"Ours is the Age of Science; but from a study of the best contemporary literature one would find it difficult to infer this most obvious of facts. Contemporary poetry, drama and fiction contain remarkably few references to contemporary science—few references even to the metaphysical and ethical problems which contemporary science has raised. That this state of affairs should somehow be remedied is the theme of every recent discussion of "the Two Cultures." unfortunately most of these discussions have been carried on in abstract terms and with almost no citations of case histories, no references to the concrete problems of literary and scientific writing, no illustrative examples. Mr. Huxley has approached the subject in a different way. He deals with specific questions in the fields of immediate experience, of conceptualization, of philosophical interpretation and of verbal expression; and he illustrates these wide-ranging themes with copious quotations, drawn from a great variety of sources. He analyzes the nature of literary language and contrasts its many-meaninged richness with the simplified and jargonized language of science. He shows how the poets of earlier centuries made use of the scientific knowledge available to them. He gives examples of the ways in which modern science has modified and added to the traditional raw materials of literature. And he concludes with a speculative discussion of the ways in which future men of letters may work up the raw materials of brand new fact and revolutionary hypothesis provided by science, transfiguring them into a new kind of literature, capable of expression and at the same time coordinating and giving significance to the totality of an ever-widening human experience.
Beast and Man: The Roots of Human Nature
Mary Midgley - 1978
In Beast and Man Mary Midgley, one of our foremost intellectuals, stresses continuities. What makes people tick? Largely, she asserts, the same things as animals. She tells us humans are rather more like other animals than we previously allowed ourselves to believe, and reminds us just how primitive we are in comparison to the sophistication of many animals. A veritable classic for our age, Beast and Man has helped change the way we think about ourselves and the world in which we live.