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This Random World
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Download or read book This Random World written by Steven Dietz and published by Dramatists Play Service, Inc.. This book was released on 2018-12-06 with total page 65 pages. Available in PDF, EPUB and Kindle. Book excerpt: We want to believe that serendipity brings us together, but is that just a myth? Mining the comedy of missed connections, THIS RANDOM WORLD asks the serious question of how often we travel parallel paths through the world without noticing. From an ailing woman who plans one final trip, to her daughter planning one great escape and her son falling prey to a prank gone wrong, this funny, intimate, and heartbreaking play explores the lives that may be happening just out of reach of our own.
Book Synopsis This Random, Random, Random World (5)... by : Igor Ushakov
Download or read book This Random, Random, Random World (5)... written by Igor Ushakov and published by Lulu.com. This book was released on 2012-06-22 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: It's a Random, Random, Random World presents entertaining stories about the development of probability and statistics theory.
Book Synopsis Algorithmic Learning in a Random World by : Vladimir Vovk
Download or read book Algorithmic Learning in a Random World written by Vladimir Vovk and published by Springer Science & Business Media. This book was released on 2005-03-22 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorithmic notion of randomness. Based on these approximations, a new set of machine learning algorithms have been developed that can be used to make predictions and to estimate their confidence and credibility in high-dimensional spaces under the usual assumption that the data are independent and identically distributed (assumption of randomness). Another aim of this unique monograph is to outline some limits of predictions: The approach based on algorithmic theory of randomness allows for the proof of impossibility of prediction in certain situations. The book describes how several important machine learning problems, such as density estimation in high-dimensional spaces, cannot be solved if the only assumption is randomness.
Book Synopsis Algorithmic Learning in a Random World by : Vladimir Vovk
Download or read book Algorithmic Learning in a Random World written by Vladimir Vovk and published by Springer Nature. This book was released on 2022-12-13 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about conformal prediction, an approach to prediction that originated in machine learning in the late 1990s. The main feature of conformal prediction is the principled treatment of the reliability of predictions. The prediction algorithms described — conformal predictors — are provably valid in the sense that they evaluate the reliability of their own predictions in a way that is neither over-pessimistic nor over-optimistic (the latter being especially dangerous). The approach is still flexible enough to incorporate most of the existing powerful methods of machine learning. The book covers both key conformal predictors and the mathematical analysis of their properties. Algorithmic Learning in a Random World contains, in addition to proofs of validity, results about the efficiency of conformal predictors. The only assumption required for validity is that of "randomness" (the prediction algorithm is presented with independent and identically distributed examples); in later chapters, even the assumption of randomness is significantly relaxed. Interesting results about efficiency are established both under randomness and under stronger assumptions. Since publication of the First Edition in 2005 conformal prediction has found numerous applications in medicine and industry, and is becoming a popular machine-learning technique. This Second Edition contains three new chapters. One is about conformal predictive distributions, which are more informative than the set predictions produced by standard conformal predictors. Another is about the efficiency of ways of testing the assumption of randomness based on conformal prediction. The third new chapter harnesses conformal testing procedures for protecting machine-learning algorithms against changes in the distribution of the data. In addition, the existing chapters have been revised, updated, and expanded.
Book Synopsis The World Needs More Purple People by : Kristen Bell
Download or read book The World Needs More Purple People written by Kristen Bell and published by Random House Books for Young Readers. This book was released on 2020-06-02 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: #1 New York Times bestseller! Actress, producer, and parent Kristen Bell (The Good Place, Veronica Mars, Frozen) and creative director and parent Benjamin Hart have a new challenge for you and your kids: become a purple person by embracing what makes YOU special while finding common ground with those around you. What is a purple person? Great question. I mean, really great! Because purple people always ask really great questions. They bring their family, friends, and communities together, and they speak up for what’s right. They are kind and hardworking, and they love to laugh (especially at Grandpa’s funny noises)! A purple person is an everyday superhero! How do you become one? That’s the fun part! Penny Purple will lead you through the steps. Get ready to be silly, exercise your curiosity, use your voice, and be inspired. Looking to reach beyond the political divide of red and blue, Kristen Bell and Benjamin Hart have created a hilarious and joyous read-aloud that offers a wonderful message about embracing the things that bring us together as humans. This book will inspire a whole generation to paint the world purple!
Book Synopsis Privacy-preserving Data Publishing by : Raymond Chi-Wing Wong
Download or read book Privacy-preserving Data Publishing written by Raymond Chi-Wing Wong and published by Morgan & Claypool Publishers. This book was released on 2010 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Privacy preservation has become a major issue in many data analysis applications. When a data set is released to other parties for data analysis, privacy-preserving techniques are often required to reduce the possibility of identifying sensitive information about individuals. For example, in medical data, sensitive information can be the fact that a particular patient suffers from HIV. In spatial data, sensitive information can be a specific location of an individual. In web surfing data, the information that a user browses certain websites may be considered sensitive. Consider a dataset containing some sensitive information is to be released to the public. In order to protect sensitive information, the simplest solution is not to disclose the information. However, this would be an overkill since it will hinder the process of data analysis over the data from which we can find interesting patterns. Moreover, in some applications, the data must be disclosed under the government regulations. Alternatively, the data owner can first modify the data such that the modified data can guarantee privacy and, at the same time, the modified data retains sufficient utility and can be released to other parties safely. This process is usually called as privacy-preserving data publishing. In this monograph, we study how the data owner can modify the data and how the modified data can preserve privacy and protect sensitive information. Table of Contents: Introduction / Fundamental Concepts / One-Time Data Publishing / Multiple-Time Data Publishing / Graph Data / Other Data Types / Future Research Directions
Book Synopsis World Atlas and Encyclopedia by : Random House (Firm)
Download or read book World Atlas and Encyclopedia written by Random House (Firm) and published by Random House Reference Publishing. This book was released on 2007 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Features full-color maps capturing the geographical and political boundaries of the nations of the world, along with providing information on cities and towns, cultural attractions, statistics, topographical features, and flags of all nations.
Book Synopsis Random Notes From A World Gone Wrong by : Joe Valente
Download or read book Random Notes From A World Gone Wrong written by Joe Valente and published by Lulu.com. This book was released on 2019-05-07 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The idea for the book came initially from my research notes/ internal blog ... [which] deals mainly with the changing nature of investment strategy of major global funds, the aftermath of the global financial crisis, the impact of Brexit, the global position of London, the increasingly political nature of global capital flows into the sector and the industry's default position which is one of delusion and a hope against hope for soft landings... These issues are set against a background of just how the real estate capital market has evolved ... from a local and rather dozy industry to one of increasing sophistication. However, the underlying argument is that this apparent shift is superficial despite the hope that, somehow, bankers have learnt from the lessons of the past, that rating agencies and regulators do more than tick boxes, or investors cease their natural tendency to stray from the world they know best." Joe Valente, June 2018 All profits from this book will be donated to Bloodwise.
Book Synopsis A Random Book about the Power of ANYone by : Talia Leman
Download or read book A Random Book about the Power of ANYone written by Talia Leman and published by Simon and Schuster. This book was released on 2012-10-02 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: You can be greater than you know how to be. In a world where you are pushed to know more, this book will prove that your greatest asset is often not knowing. In a world where you are told it’s all in the planning, this book will encourage you to keep your cart ahead of your horse and allow your dreams to lead you. In a world where you are told you need to become someone, this book will show you that you already are someone. The author—the foremost accidental expert on this subject—is Talia Leman. A high school student. Runner in the rain. Science enthusiast. World changer. Random kid. Writing with infectious enthusiasm, humor, and resoluteness, she shares her secrets to being more than you know how to be, including Don’t Line Up Your Ducks, Sideways Is a Better Way to Go Forward, and Too Many Cooks Is the Right Number. In this unexpectedly poignant, strikingly honest, and informative guide, Talia Leman shows you how to make room for life’s surprises, demonstrating that everyone has what it takes to make a difference for anything that matters to them. A Random Book about the Power of ANYone will move you to rethink and reimagine what’s possible, one random inspiration, one random idea, one random person at a time.
Book Synopsis Random Family by : Adrian Nicole LeBlanc
Download or read book Random Family written by Adrian Nicole LeBlanc and published by Simon and Schuster. This book was released on 2012-10-23 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Selected as One of the Best Books of the 21st Century by The New York Times Set amid the havoc of the War on Drugs, this New York Times bestseller is an "astonishingly intimate" (New York magazine) chronicle of one family’s triumphs and trials in the South Bronx of the 1990s. “Unmatched in depth and power and grace. A profound, achingly beautiful work of narrative nonfiction…The standard-bearer of embedded reportage.” —Matthew Desmond, author of Evicted In her classic bestseller, journalist Adrian Nicole LeBlanc immerses readers in the world of one family with roots in the Bronx, New York. In 1989, LeBlanc approached Jessica, a young mother whose encounter with the carceral state is about to forever change the direction of her life. This meeting redirected LeBlanc’s reporting, taking her past the perennial stories of crime and violence into the community of women and children who bear the brunt of the insidious violence of poverty. Her book bears witness to the teetering highs and devastating lows in the daily lives of Jessica, her family, and her expanding circle of friends. Set at the height of the War on Drugs, Random Family is a love story—an ode to the families that form us and the families we create for ourselves. Charting the tumultuous struggle of hope against deprivation over three generations, LeBlanc slips behind the statistics and comes back with a riveting, haunting, and distinctly American true story.
Book Synopsis Regression Analysis by : Jeremy Arkes
Download or read book Regression Analysis written by Jeremy Arkes and published by Taylor & Francis. This book was released on 2023-01-19 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: • Starts from the basics, focusing less on proofs and the high-level math underlying regressions, and adopts an engaging tone to provide a text which is entirely accessible to students who don’t have a stats background • New chapter on integrity and ethics in regression analysis • Each chapter offers boxed examples, stories, exercises and clear summaries, all of which are designed to support student learning • Optional appendix of statistical tools, providing a primer to readers who need it • Code in R and Stata, and data sets and exercises in Stata and CSV, to allow students to practice running their own regressions • Author-created videos on YouTube • PPT lecture slides and test bank for instructors
Download or read book An Immense World written by Ed Yong and published by Random House. This book was released on 2022-06-21 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER • A “thrilling” (The New York Times), “dazzling” (The Wall Street Journal) tour of the radically different ways that animals perceive the world that will fill you with wonder and forever alter your perspective, by Pulitzer Prize–winning science journalist Ed Yong “One of this year’s finest works of narrative nonfiction.”—Oprah Daily ONE OF THE TEN BEST BOOKS OF THE YEAR: The Wall Street Journal, The New York Times, Time, People, The Philadelphia Inquirer, Slate, Reader’s Digest, Chicago Public Library, Outside, Publishers Weekly, BookPage ONE OF THE BEST BOOKS OF THE YEAR: Oprah Daily, The New Yorker, The Washington Post, The Guardian, The Economist, Smithsonian Magazine, Prospect (UK), Globe & Mail, Esquire, Mental Floss, Marginalian, She Reads, Kirkus Reviews, Library Journal The Earth teems with sights and textures, sounds and vibrations, smells and tastes, electric and magnetic fields. But every kind of animal, including humans, is enclosed within its own unique sensory bubble, perceiving but a tiny sliver of our immense world. In An Immense World, Ed Yong coaxes us beyond the confines of our own senses, allowing us to perceive the skeins of scent, waves of electromagnetism, and pulses of pressure that surround us. We encounter beetles that are drawn to fires, turtles that can track the Earth’s magnetic fields, fish that fill rivers with electrical messages, and even humans who wield sonar like bats. We discover that a crocodile’s scaly face is as sensitive as a lover’s fingertips, that the eyes of a giant squid evolved to see sparkling whales, that plants thrum with the inaudible songs of courting bugs, and that even simple scallops have complex vision. We learn what bees see in flowers, what songbirds hear in their tunes, and what dogs smell on the street. We listen to stories of pivotal discoveries in the field, while looking ahead at the many mysteries that remain unsolved. Funny, rigorous, and suffused with the joy of discovery, An Immense World takes us on what Marcel Proust called “the only true voyage . . . not to visit strange lands, but to possess other eyes.” WINNER OF THE ANDREW CARNEGIE MEDAL • FINALIST FOR THE KIRKUS PRIZE • FINALIST FOR THE NATIONAL BOOK CRITICS CIRCLE AWARD • LONGLISTED FOR THE PEN/E.O. WILSON AWARD
Book Synopsis John Stuart Mill and the Art of Life by : Ben Eggleston
Download or read book John Stuart Mill and the Art of Life written by Ben Eggleston and published by Oxford University Press. This book was released on 2010-11-10 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: The "Art of Life" is John Stuart Mill's name for his account of practical reason. In this volume, eleven leading scholars elucidate this fundamental, but widely neglected, element of Mill's thought. Mill divides the Art of Life into three "departments": "Morality, Prudence or Policy, and Aesthetics." In the volume's first section, Rex Martin, David Weinstein, Ben Eggleston, and Dale E. Miller investigate the relation between the departments of morality and prudence. Their papers ask whether Mill is a rule utilitarian and, if so, whether his practical philosophy must be incoherent. The second section contains papers by Jonathan Riley and Wendy Donner, who explore the relation between the departments of morality and aesthetics. They discuss issues ranging from supererogation to aesthetic pleasure and humanity's relationship with nature. The papers in the third section consider the Art of Life's axiological first principle, the principle of utility. Elijah Millgram contends that Mill's own life refutes his claim that the Art of Life has a single axiological first principle. Philip Kitcher maintains that Mill has a dynamic axiology requiring us to continually refine our conception of the good. In the final section, three papers address what it means to put the Art of Life into practice. Robert Haraldsson locates an 'Art of Ethics' in On Liberty that is in tension with the Art of Life. Nadia Urbinati plumbs the classical roots of Mill's view of the good life. Finally, Colin Heydt develops Mill's suggestion that we regard our own lives as works of art.
Download or read book Mathletics written by Wayne L. Winston and published by Princeton University Press. This book was released on 2022-02-22 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to use math to improve performance and predict outcomes in professional sports Mathletics reveals the mathematical methods top coaches and managers use to evaluate players and improve team performance, and gives math enthusiasts the practical skills they need to enhance their understanding and enjoyment of their favorite sports—and maybe even gain the outside edge to winning bets. This second edition features new data, new players and teams, and new chapters on soccer, e-sports, golf, volleyball, gambling Calcuttas, analysis of camera data, Bayesian inference, ridge regression, and other statistical techniques. After reading Mathletics, you will understand why baseball teams should almost never bunt; why football overtime systems are unfair; why points, rebounds, and assists aren’t enough to determine who’s the NBA’s best player; and more.
Book Synopsis Programming Projects in C for Students of Engineering, Science, and Mathematics by : Rouben Rostamian
Download or read book Programming Projects in C for Students of Engineering, Science, and Mathematics written by Rouben Rostamian and published by SIAM. This book was released on 2014-09-03 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like a pianist who practices from a book of tudes, readers of Programming Projects in C for Students of Engineering, Science, and Mathematics will learn by doing. Written as a tutorial on how to think about, organize, and implement programs in scientific computing, this book achieves its goal through an eclectic and wide-ranging collection of projects. Each project presents a problem and an algorithm for solving it. The reader is guided through implementing the algorithm in C and compiling and testing the results. It is not necessary to carry out the projects in sequential order. The projects?contain suggested algorithms and partially completed programs for implementing them to enable the reader to exercise and develop skills in scientific computing;?require only a working knowledge of undergraduate multivariable calculus, differential equations, and linear algebra; and?are written in platform-independent standard C, and the Unix command-line is used to illustrate compilation and execution. The primary audience of this book is graduate students in mathematics, engineering, and the sciences. The book will also be of interest to advanced undergraduates and working professionals who wish to exercise and hone their skills in programming mathematical algorithms in C. A working knowledge of the C programming language is assumed.
Download or read book Small Worlds written by Duncan J. Watts and published by Princeton University Press. This book was released on 2004 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Everyone knows the small-world phenomenon. Watts uses this intriguing phenomenon--colloquially called "six degrees of separation"--as a prelude to a more general exploration: under what conditions can a small world arise in any kind of network?
Download or read book Fast Python written by Tiago Antao and published by Simon and Schuster. This book was released on 2023-07-04 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master Python techniques and libraries to reduce run times, efficiently handle huge datasets, and optimize execution for complex machine learning applications. Fast Python is a toolbox of techniques for high performance Python including: Writing efficient pure-Python code Optimizing the NumPy and pandas libraries Rewriting critical code in Cython Designing persistent data structures Tailoring code for different architectures Implementing Python GPU computing Fast Python is your guide to optimizing every part of your Python-based data analysis process, from the pure Python code you write to managing the resources of modern hardware and GPUs. You'll learn to rewrite inefficient data structures, improve underperforming code with multithreading, and simplify your datasets without sacrificing accuracy. Written for experienced practitioners, this book dives right into practical solutions for improving computation and storage efficiency. You'll experiment with fun and interesting examples such as rewriting games in Cython and implementing a MapReduce framework from scratch. Finally, you'll go deep into Python GPU computing and learn how modern hardware has rehabilitated some former antipatterns and made counterintuitive ideas the most efficient way of working. About the Technology Face it. Slow code will kill a big data project. Fast pure-Python code, optimized libraries, and fully utilized multiprocessor hardware are the price of entry for machine learning and large-scale data analysis. What you need are reliable solutions that respond faster to computing requirements while using less resources, and saving money. About the Book Fast Python is a toolbox of techniques for speeding up Python, with an emphasis on big data applications. Following the clear examples and precisely articulated details, you’ll learn how to use common libraries like NumPy and pandas in more performant ways and transform data for efficient storage and I/O. More importantly, Fast Python takes a holistic approach to performance, so you’ll see how to optimize the whole system, from code to architecture. What’s Inside Rewriting critical code in Cython Designing persistent data structures Tailoring code for different architectures Implementing Python GPU computing About the Reader For intermediate Python programmers familiar with the basics of concurrency. About the Author Tiago Antão is one of the co-authors of Biopython, a major bioinformatics package written in Python. Table of Contents: PART 1 - FOUNDATIONAL APPROACHES 1 An urgent need for efficiency in data processing 2 Extracting maximum performance from built-in features 3 Concurrency, parallelism, and asynchronous processing 4 High-performance NumPy PART 2 - HARDWARE 5 Re-implementing critical code with Cython 6 Memory hierarchy, storage, and networking PART 3 - APPLICATIONS AND LIBRARIES FOR MODERN DATA PROCESSING 7 High-performance pandas and Apache Arrow 8 Storing big data PART 4 - ADVANCED TOPICS 9 Data analysis using GPU computing 10 Analyzing big data with Dask
