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Author: Branden Wayne Joseph Publisher: Bloomsbury Publishing USA ISBN: 1501306405 Category : Music Languages : en Pages : 233
Book Description
The first detailed exploration of avant-garde composer John Cage’s interactions with art and architecture as a means of understanding the aesthetic and political stakes of his career.
Author: Branden Wayne Joseph Publisher: Bloomsbury Publishing USA ISBN: 1501306405 Category : Music Languages : en Pages : 233
Book Description
The first detailed exploration of avant-garde composer John Cage’s interactions with art and architecture as a means of understanding the aesthetic and political stakes of his career.
Author: David Sweet Publisher: Simon and Schuster ISBN: 1638356904 Category : Computers Languages : en Pages : 246
Book Description
Optimize the performance of your systems with practical experiments used by engineers in the world’s most competitive industries. In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to: Design, run, and analyze an A/B test Break the "feedback loops" caused by periodic retraining of ML models Increase experimentation rate with multi-armed bandits Tune multiple parameters experimentally with Bayesian optimization Clearly define business metrics used for decision-making Identify and avoid the common pitfalls of experimentation Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of techniques for evaluating new features and fine-tuning parameters. You’ll start with a deep dive into methods like A/B testing, and then graduate to advanced techniques used to measure performance in industries such as finance and social media. Learn how to evaluate the changes you make to your system and ensure that your testing doesn’t undermine revenue or other business metrics. By the time you’re done, you’ll be able to seamlessly deploy experiments in production while avoiding common pitfalls. About the technology Does my software really work? Did my changes make things better or worse? Should I trade features for performance? Experimentation is the only way to answer questions like these. This unique book reveals sophisticated experimentation practices developed and proven in the world’s most competitive industries that will help you enhance machine learning systems, software applications, and quantitative trading solutions. About the book Experimentation for Engineers: From A/B testing to Bayesian optimization delivers a toolbox of processes for optimizing software systems. You’ll start by learning the limits of A/B testing, and then graduate to advanced experimentation strategies that take advantage of machine learning and probabilistic methods. The skills you’ll master in this practical guide will help you minimize the costs of experimentation and quickly reveal which approaches and features deliver the best business results. What's inside Design, run, and analyze an A/B test Break the “feedback loops” caused by periodic retraining of ML models Increase experimentation rate with multi-armed bandits Tune multiple parameters experimentally with Bayesian optimization About the reader For ML and software engineers looking to extract the most value from their systems. Examples in Python and NumPy. About the author David Sweet has worked as a quantitative trader at GETCO and a machine learning engineer at Instagram. He teaches in the AI and Data Science master's programs at Yeshiva University. Table of Contents 1 Optimizing systems by experiment 2 A/B testing: Evaluating a modification to your system 3 Multi-armed bandits: Maximizing business metrics while experimenting 4 Response surface methodology: Optimizing continuous parameters 5 Contextual bandits: Making targeted decisions 6 Bayesian optimization: Automating experimental optimization 7 Managing business metrics 8 Practical considerations
Author: Judit Vari Publisher: BRILL ISBN: 9004468919 Category : Psychology Languages : en Pages : 108
Book Description
The principal aim of this book is to discuss the role of video games in socialization of children and young people. The development of video games is a sign of and a factor in the democratization of modern societies.
Author: Urmimala Sarkar Munsi Publisher: Springer Nature ISBN: 3030932249 Category : Performing Arts Languages : en Pages : 293
Book Description
This monograph presents a specific experience of modernity within the context of Indian dance by looking at the transcultural journey of Indian dancer / choreographer Uday Shankar (1900b – 1977d). His popularity in Europe and America as an Oriental male dancer in the first half of the 20th century, and his worldwide recognition as the Ambassador of Indian culture, are brought into a historiographical perspective within the cultural and social reforms of early twentieth century India. By exploring his artistic journey beyond India in the period between the two world wars, and his experience of dance making, presentational technique and representation of India through various phases of his life, a path is forged to understanding the emergence of modernity in Indian dance.
Author: Stefan H. Thomke Publisher: Harvard Business Press ISBN: 1633697118 Category : Business & Economics Languages : en Pages : 266
Book Description
Don't fly blind. See how the power of experiments works for you. When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition, experience, and big data alone don't work. What does? Running disciplined business experiments. And what if companies roll out new products or introduce new customer experiences without running these experiments? They fly blind. That's what Harvard Business School professor Stefan Thomke shows in this rigorously researched and eye-opening book. It guides you through best practices in business experimentation, illustrates how these practices work at leading companies, and answers some fundamental questions: What makes a good experiment? How do you test in online and brick-and-mortar businesses? In B2B and B2C? How do you build an experimentation culture? Also, best practice means running many experiments. Indeed, some hugely successful companies, such as Amazon, Booking.com, and Microsoft, run tens of thousands of controlled experiments annually, engaging millions of users. Thomke shows us how these and many other organizations prove that experimentation provides significant competitive advantage. How can managers create this capability at their own companies? Essential is developing an experimentation organization that prizes the science of testing and puts the discipline of experimentation at the center of its innovation process. While it once took companies years to develop the tools for such large-scale experiments, advances in technology have put these tools at the fingertips of almost any business professional. By combining the power of software and the rigor of controlled experiments, today's managers can make better decisions, create magical customer experiences, and generate big financial returns. Experimentation Works is your guidebook to a truly new way of thinking and innovating.
Author: Britta Timm Knudsen Publisher: Springer Nature ISBN: 3030962725 Category : Social Science Languages : en Pages : 320
Book Description
We live in an era of experimentation – both if we look at the broader social world of politics, media and art and at the narrower context of academic knowledge production. This collection consists of 14 chapters by leading scholars in affect studies. They explore the affective dimensions of experimental practices related to, for example, activism, the COVID-19 pandemic, populism, sustainability, patient communities, music streaming, Jamaican dancehall, gangs, leadership, tourism and minority youth cultures. Experiments are understood as intentionally crafted milieus aimed at (re)presenting unnoticed aspects of the world, as non-linear processes with unpredictable outcomes, and as ways of giving the future a provisional form. The collection responds to a pressing need to understand the intersection between affect, experimentation and sociocultural change by offering empirical strategies to explore how, and with what consequences, experimentation is affective.
Author: Jay Katz Publisher: Russell Sage Foundation ISBN: 1610448340 Category : Psychology Languages : en Pages : 1210
Book Description
In recent years, increasing concern has been voiced about the nature and extent of human experimentation and its impact on the investigator, subject, science, and society. This casebook represents the first attempt to provide comprehensive materials for studying the human experimentation process. Through case studies from medicine, biology, psychology, sociology, and law—as well as evaluative materials from many other disciplines—Dr. Katz examines the problems raised by human experimentation from the vantage points of each of its major participants—investigator, subject, professions, and state. He analyzes what kinds of authority should be delegated to these participants in the formulation, administration, and review of the human experimentation process. Alternative proposals, from allowing investigators a completely free hand to imposing centralized governmental control, are examined from both theoretical and practical perspectives. The conceptual framework of Experimentation with Human Beings is designed to facilitate not only the analysis of such concepts as "harm," "benefit," and "informed consent," but also the exploration of the problems raised by man's quest for knowledge and mastery, his willingness to risk human life, and his readiness to delegate authority to professionals and rely on their judgment.
Author: Michael Luca Publisher: MIT Press ISBN: 0262542277 Category : Business & Economics Languages : en Pages : 229
Book Description
How tech companies like Google, Airbnb, StubHub, and Facebook learn from experiments in our data-driven world—an excellent primer on experimental and behavioral economics Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments—also known as randomized controlled trials—designed to test the impact of different online experiences. Once an esoteric tool for academic research, the randomized controlled trial has gone mainstream. No tech company worth its salt (or its share price) would dare make major changes to its platform without first running experiments to understand how they would influence user behavior. In this book, Michael Luca and Max Bazerman explain the importance of experiments for decision making in a data-driven world. Luca and Bazerman describe the central role experiments play in the tech sector, drawing lessons and best practices from the experiences of such companies as StubHub, Alibaba, and Uber. Successful experiments can save companies money—eBay, for example, discovered how to cut $50 million from its yearly advertising budget—or bring to light something previously ignored, as when Airbnb was forced to confront rampant discrimination by its hosts. Moving beyond tech, Luca and Bazerman consider experimenting for the social good—different ways that governments are using experiments to influence or “nudge” behavior ranging from voter apathy to school absenteeism. Experiments, they argue, are part of any leader's toolkit. With this book, readers can become part of “the experimental revolution.”
Author: Elisabeth J Heard Publisher: Routledge ISBN: 1317303423 Category : Literary Criticism Languages : en Pages : 204
Book Description
At the beginning of the eighteenth century, British theatre saw a shift from what critics call 'Restoration' to 'sentimental' comedy. Focusing on the career of the Irish dramatist George Farquhar (1678-1707), this book argues that experimentation was the basis for this change.
Author: Darla Crispin Publisher: Leuven University Press ISBN: 9462700133 Category : Music Languages : en Pages : 417
Book Description
Essential reading for anyone interested in artistic research applied to music This book is the first anthology of writings about the emerging subject of artistic experimentation in music. This subject, as part of the cross-disciplinary field of artistic research, cuts across boundaries of the conventional categories of performance practice, music analysis, aesthetics, and music pedagogy. The texts, most of them specially written for this volume, have a common genesis in the explorations of the Orpheus Research Centre in Music (ORCiM) in Ghent, Belgium. The book critically examines experimentation in music of different historical eras. It is essential reading for performers, composers, teachers, and others wanting to inform themselves of the issues and the current debates in the new field of artistic research as applied to music. The publication is accompanied by a CD of music discussed in the text, and by an online resource of video illustrations of specific issues. Contributors Paulo de Assis (ORCiM), Richard Barrett (Institute of Sonology, The Hague), Tom Beghin (McGill University), William Brooks (University of York, ORCiM), Nicholas G. Brown (University of East Anglia), Marcel Cobussen (University of Leiden), Kathleen Coessens (Vrije Universiteit Brussel, ORCiM); Paul Craenen (Director Musica, Impulse Centre for Music), Darla Crispin (Norwegian Academy of Music), Stephen Emmerson (Queensland Conservatorium, Griffith University, Brisbane), Henrik Frisk (Malmö Academy of Music), Bob Gilmore (ORCiM), Valentin Gloor (ORCiM), Yolande Harris (Center for Digital Arts and Experimental Media – DXARTS), University of Washington, Seattle), Mieko Kanno (Royal Conservatoire of Scotland), Andrew Lawrence-King (Guildhall School of Music and Drama, London, Royal Danish Academy of Music, Copenhagen, University of Western Australia), Catherine Laws (University of York, ORCiM), Stefan Östersjö (ORCiM), Juan Parra (ORCiM), Larry Polansky (University of California, Santa Cruz), Stephen Preston, Godfried-Willem Raes (Logos Foundation, Ghent), Hans Roels (ORCiM), Michael Schwab (ORCiM, Royal College of Art, London, Zurich University of the Arts), Anna Scott (ORCiM), Steve Tromans (Middlesex University), Luk Vaes (ORCiM), Bart Vanhecke (KU Leuven, ORCiM)
Author: Branden Wayne Joseph
Author: Branden Wayne Joseph
Author: David Sweet
Author: Judit Vari
Author: Urmimala Sarkar Munsi
Author: Stefan H. Thomke
Author: Britta Timm Knudsen
Author: Jay Katz
Author: Michael Luca
Author: Elisabeth J Heard
Author: Darla Crispin