Download or read book The Ensemble written by Aja Gabel and published by Penguin. This book was released on 2019-06-25 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Pitch-perfect." —People "You won’t be able to quit these characters." —goop The addictive novel about four young friends navigating the cutthroat world of classical music and their complex relationships with each other, as ambition, passion, and love intertwine over the course of their lives. Jana. Brit. Daniel. Henry. They would never have been friends if they hadn't needed each other. They would never have found each other except for the art which drew them together. They would never have become family without their love for the music, for each other. Brit is the second violinist, a beautiful and quiet orphan; on the viola is Henry, a prodigy who's always had it easy; the cellist is Daniel, the oldest and an angry skeptic who sleeps around; and on first violin is Jana, their flinty, resilient leader. Together, they are the Van Ness Quartet. After the group's youthful, rocky start, they experience devastating failure and wild success, heartbreak and marriage, triumph and loss, betrayal and enduring loyalty. They are always tied to each other - by career, by the intensity of their art, by the secrets they carry, by choosing each other over and over again. Following these four unforgettable characters, Aja Gabel's debut novel gives a riveting look into the high-stakes, cutthroat world of musicians, and of lives made in concert. The story of Brit and Henry and Daniel and Jana, The Ensemble is a heart-skipping portrait of ambition, friendship, and the tenderness of youth.

Download or read book The Ensemble Practice written by P. Palaveev and published by John Wiley & Sons. This book was released on 2012-10-02 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed road map for wealth managers who want to build an ensemble firm or team and achieve sustained growth, profitability and high valuations Why do ten percent of wealth management firms grow faster than the rest of the industry, often despite the turbulence of the markets? The answer, according to industry consultant and researcher, P. Palaveev, is that the most successful firms are those which, create and promote a team-based service model that serves as the foundation of their enterprise. Find out how and why a team-based service model can play a decisive role in the future growth and sustained success of your wealth management firm Discover the key factors for building a successful ensemble firm and profit from the best practices top team-based firms employ Profit from the author's years of experience working with the world's top wealth management firms and the data he has compiled as a pre-eminent industry researcher Learn about the various organizational structures, partnership models and career path options and how to put them to work building an ensemble practice Get the lowdown on how the savviest traditional broker-dealer firms have formed dynamic ensemble teams within their organizations and learn of the results they've achieved

Download or read book Ensemble written by Mark Larson and published by Agate Publishing. This book was released on 2019-08-13 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This definitive history brings Chicago’s celebrated theater and comedy scenes to life with stories from some of its biggest stars spanning sixty-five years. Chicago is a bona fide theater town, bursting with vitality that thrills local fans and produces generation after generation of world-renowned actors, directors, playwrights, and designers. Now Mark Larson shares the rich theatrical history of Chicago through first-person accounts from the people who made it. Drawing from more than three hundred interviews, Larson weaves a narrative that expresses the spirit of Chicago’s ensemble ethos: the voices of celebrities such as Julia Louis-Dreyfus, Ed Asner, George Wendt, Michael Shannon, and Tracy Letts comingle with stories from designers, composers, and others who have played a crucial role in making Chicago theater so powerful, influential, and unique. Among many other topics, this book explores the early days of the fabled Compass Players and the legendary Second City in the ‘50s and ‘60s; the rise of acclaimed ensembles like Steppenwolf in the ‘70s; the explosion of storefront and neighborhood companies in the ‘80s; and the enduring global influence of the city as the center of improv training and performance.

Download or read book Accent on Ensembles Book 1 written by John O'Reilly and published by Alfred Music. This book was released on 2005-05-03 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accent on Ensembles is an exciting book of duets, trios and quartets for flexible instrumentation that correlates with Accent on Achievement, Book 1. Use these ensembles to develop confidence in young players and as a valuable resource for music during contest season. Since the instrumentation is flexible, any combination of instruments can play together. Accent on Ensembles, Book 2 is an exciting book of duets, trios and quartets for flexible instrumentation that correlates with Accent on Achievement, Book 2.

Download or read book Ensemble Methods for Machine Learning written by Gautam Kunapuli and published by Simon and Schuster. This book was released on 2023-05-30 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ensemble machine learning combines the power of multiple machine learning approaches, working together to deliver models that are highly performant and highly accurate. Inside Ensemble Methods for Machine Learning you will find: Methods for classification, regression, and recommendations Sophisticated off-the-shelf ensemble implementations Random forests, boosting, and gradient boosting Feature engineering and ensemble diversity Interpretability and explainability for ensemble methods Ensemble machine learning trains a diverse group of machine learning models to work together, aggregating their output to deliver richer results than a single model. Now in Ensemble Methods for Machine Learning you’ll discover core ensemble methods that have proven records in both data science competitions and real-world applications. Hands-on case studies show you how each algorithm works in production. By the time you're done, you'll know the benefits, limitations, and practical methods of applying ensemble machine learning to real-world data, and be ready to build more explainable ML systems. About the Technology Automatically compare, contrast, and blend the output from multiple models to squeeze the best results from your data. Ensemble machine learning applies a “wisdom of crowds” method that dodges the inaccuracies and limitations of a single model. By basing responses on multiple perspectives, this innovative approach can deliver robust predictions even without massive datasets. About the Book Ensemble Methods for Machine Learning teaches you practical techniques for applying multiple ML approaches simultaneously. Each chapter contains a unique case study that demonstrates a fully functional ensemble method, with examples including medical diagnosis, sentiment analysis, handwriting classification, and more. There’s no complex math or theory—you’ll learn in a visuals-first manner, with ample code for easy experimentation! What’s Inside Bagging, boosting, and gradient boosting Methods for classification, regression, and retrieval Interpretability and explainability for ensemble methods Feature engineering and ensemble diversity About the Reader For Python programmers with machine learning experience. About the Author Gautam Kunapuli has over 15 years of experience in academia and the machine learning industry. Table of Contents PART 1 - THE BASICS OF ENSEMBLES 1 Ensemble methods: Hype or hallelujah? PART 2 - ESSENTIAL ENSEMBLE METHODS 2 Homogeneous parallel ensembles: Bagging and random forests 3 Heterogeneous parallel ensembles: Combining strong learners 4 Sequential ensembles: Adaptive boosting 5 Sequential ensembles: Gradient boosting 6 Sequential ensembles: Newton boosting PART 3 - ENSEMBLES IN THE WILD: ADAPTING ENSEMBLE METHODS TO YOUR DATA 7 Learning with continuous and count labels 8 Learning with categorical features 9 Explaining your ensembles

Download or read book Yamaha Band Ensembles written by John O'Reilly and published by Alfred Music Publishing. This book was released on 1990 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Leadership Ensemble written by Harvey Seifter and published by Holt Paperbacks. This book was released on 2003-01-06 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the only major orchestra without a conductor, Orpheus Chamber Orchestra is a shining example of a highly effective management style based on collaborative leadership. Leadership Ensemble is designed to show business leaders in any industry how to re-create the successful "Orpheus Process" in their own companies by dismantling top-heavy hierarchies; developing flexible, responsive strategies and decision-making procedures; and unleashing employee creativity, responsibility, and productivity. The authors delineate the eight core principles of collaborative management, including shared and rotated leadership, passionate dedication to mission, clarity of roles within an organization, and learning to listen. Spiced with anecdotes and case studies, Leadership Ensemble is an entertaining, practical guide to survival in today's speed-of-light business environment.

Download or read book Ensemble Learning Pattern Classification Using Ensemble Methods Second Edition written by Lior Rokach and published by World Scientific. This book was released on 2019-02-27 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method, the settings in which each method is applicable and the consequences and tradeoffs incurred by using the method is succinctly featured. R code for implementation of the algorithm is also emphasized.The unique volume provides researchers, students and practitioners in industry with a comprehensive, concise and convenient resource on ensemble learning methods.

Download or read book American Theatre Ensembles Volume 1 written by Mike Vanden Heuvel and published by Bloomsbury Publishing. This book was released on 2020-11-12 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Across two volumes, Mike Vanden Heuvel and a strong roster of contributors present the history, processes, and achievements of American theatre companies renowned for their use of collective and/or ensemble-based techniques to generate new work. This first study considers theatre companies that were working between 1970 and 1995: it traces the rise and eventual diversification of activist-based companies that emerged to serve particular constituencies from the countercultural politics of the 1960s, and examines the shift in the 1980s that gave rise to the next generation of company-based work, rooted in a new interest in form and the more mediated and dispersed forms of politics. Ensembles examined are Mabou Mines, Theatre X, Goat Island, Lookingglass, Elevator Repair Service, and SITI Company. Preliminary chapters provide a sweeping overview of ensemble-based creation within the general historical and cultural contexts of the period, followed by a detailed study of the evolution of ensemble-based work. The case studies consider factors such as influence, funding, production, and legacies, as well as the forms of collective devising and creation, while surveying the continuing work of significant long-running companies. Contributors provide detailed case studies of the 6 companies from the period and cover: * A chronicle of development and methods * Key productions and projects * Critical reception and legacy * A chronological overview of significant productions From the long history of collective theatre creation, with its sources in social crises, urgent aesthetic experimentation and utopian dreaming, American ensemble-based theatre has emerged at several key points in history to challenge the primacy of author-based and director-produced theatre. As the volume demonstrates, US ensemble companies have collectively revolutionized the form and content of contemporary performance, influencing experimental, as well as mainstream practice.

Download or read book Outlier Ensembles written by Charu C. Aggarwal and published by Springer. This book was released on 2017-04-06 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. In addition, it covers the techniques with which such methods can be made more effective. A formal classification of these methods is provided, and the circumstances in which they work well are examined. The authors cover how outlier ensembles relate (both theoretically and practically) to the ensemble techniques used commonly for other data mining problems like classification. The similarities and (subtle) differences in the ensemble techniques for the classification and outlier detection problems are explored. These subtle differences do impact the design of ensemble algorithms for the latter problem. This book can be used for courses in data mining and related curricula. Many illustrative examples and exercises are provided in order to facilitate classroom teaching. A familiarity is assumed to the outlier detection problem and also to generic problem of ensemble analysis in classification. This is because many of the ensemble methods discussed in this book are adaptations from their counterparts in the classification domain. Some techniques explained in this book, such as wagging, randomized feature weighting, and geometric subsampling, provide new insights that are not available elsewhere. Also included is an analysis of the performance of various types of base detectors and their relative effectiveness. The book is valuable for researchers and practitioners for leveraging ensemble methods into optimal algorithmic design.

Download or read book Ensemble Methods written by Zhi-Hua Zhou and published by CRC Press. This book was released on 2012-06-06 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field.After presenting background and terminology, the book cover

Download or read book Recent Advances in Ensembles for Feature Selection written by Verónica Bolón-Canedo and published by Springer. This book was released on 2018-04-30 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any single method. It reviews various techniques for combining partial results, measuring diversity and evaluating ensemble performance. With the advent of Big Data, feature selection (FS) has become more necessary than ever to achieve dimensionality reduction. With so many methods available, it is difficult to choose the most appropriate one for a given setting, thus making the ensemble paradigm an interesting alternative. The authors first focus on the foundations of ensemble learning and classical approaches, before diving into the specific aspects of ensembles for FS, such as combining partial results, measuring diversity and evaluating ensemble performance. Lastly, the book shows examples of successful applications of ensembles for FS and introduces the new challenges that researchers now face. As such, the book offers a valuable guide for all practitioners, researchers and graduate students in the areas of machine learning and data mining.

Download or read book Ensembles on Configuration Space written by Michael J. W. Hall and published by Springer. This book was released on 2016-06-11 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a promising approach to problems in the foundations of quantum mechanics, including the measurement problem. The dynamics of ensembles on configuration space is shown here to be a valuable tool for unifying the formalisms of classical and quantum mechanics, for deriving and extending the latter in various ways, and for addressing the quantum measurement problem. A description of physical systems by means of ensembles on configuration space can be introduced at a very fundamental level: the basic building blocks are a configuration space, probabilities, and Hamiltonian equations of motion for the probabilities. The formalism can describe both classical and quantum systems, and their thermodynamics, with the main difference being the choice of ensemble Hamiltonian. Furthermore, there is a natural way of introducing ensemble Hamiltonians that describe the evolution of hybrid systems; i.e., interacting systems that have distinct classical and quantum sectors, allowing for consistent descriptions of quantum systems interacting with classical measurement devices and quantum matter fields interacting gravitationally with a classical spacetime.

Download or read book The Wind Ensemble and Its Repertoire written by Frank J. Cipolla and published by Alfred Music. This book was released on 1999-11-27 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: As part of the mission of The Donald Hunsberger Wind Library, the 1994 hardcover edition (University of Rochester Press) of The Wind Ensemble and Its Repertoire has now been published in a paperback edition. This compendium of research includes "must have" information on the history and execution of the wind ensemble repertoire.

Download or read book Ensembles in Machine Learning Applications written by Oleg Okun and published by Springer. This book was released on 2011-09-01 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the extended papers presented at the 3rd Workshop on Supervised and Unsupervised Ensemble Methods and their Applications (SUEMA) that was held in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2010, Barcelona, Catalonia, Spain). As its two predecessors, its main theme was ensembles of supervised and unsupervised algorithms – advanced machine learning and data mining technique. Unlike a single classification or clustering algorithm, an ensemble is a group of algorithms, each of which first independently solves the task at hand by assigning a class or cluster label (voting) to instances in a dataset and after that all votes are combined together to produce the final class or cluster membership. As a result, ensembles often outperform best single algorithms in many real-world problems. This book consists of 14 chapters, each of which can be read independently of the others. In addition to two previous SUEMA editions, also published by Springer, many chapters in the current book include pseudo code and/or programming code of the algorithms described in them. This was done in order to facilitate ensemble adoption in practice and to help to both researchers and engineers developing ensemble applications.

Download or read book Vocal Instrumental and Ensemble Learning and Teaching written by Gary McPherson and published by Oxford University Press. This book was released on 2018-04-30 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vocal, Instrumental, and Ensemble Learning and Teaching is one of five paperback books derived from the foundational two-volume Oxford Handbook of Music Education. Designed for music teachers, students, and scholars of music education, as well as educational administrators and policy makers, this third volume in the set emphasizes the types of active musical attributes that are acquired when learning an instrument or to sing, together with how these skills can be used when engaging musically with others. These chapters shed light on how the field of voice instruction has changed dramatically in recent decades and how physiological, acoustical, biomechanical, neuromuscular, and psychological evidence is helping musicians and educators question traditional practices. The authors discuss research on instrumental learning, demonstrating that there is no 'ideal' way to learn, but rather that a chosen learning approach must be appropriate for the context and desired aims. This volume rounds out with a focus on a wide range of perspectives dealing with group performance of instrumental music, an area that is organized and taught in many varied ways internationally. Contributors Alfredo Bautista, Robert Burke, James L. Byo, Jean Callaghan, Don D. Coffman, Andrea Creech, Jane W. Davidson, Steven M. Demorest, Robert A. Duke, Robert Edwin, Shirlee Emmons, Sam Evans, Helena Gaunt, Susan Hallam, Lee Higgins, Jere T. Humphreys, Harald Jers, Harald Jørgensen, Margaret Kartomi, Reinhard Kopiez , William R. Lee, Andreas C. Lehmann, Gary E. McPherson, Steven J. Morrison, John Nix, Ioulia Papageorgi, Kenneth H. Phillips, Lisa Popeil, John W. Richmond, Carlos Xavier Rodriguez, Nelson Roy, Robert T. Sataloff, Frederick A. Seddon, Sten Ternström, Michael Webb, Graham F. Welch, Jenevora Williams, Michael D. Worthy

Download or read book The Miles Davis Lost Quintet and Other Revolutionary Ensembles written by Bob Gluck and published by University of Chicago Press. This book was released on 2016-01-11 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Miles Davis’s Bitches Brew is one of the most iconic albums in American music, the preeminent landmark and fertile seedbed of jazz-fusion. Fans have been fortunate in the past few years to gain access to Davis’s live recordings from this time, when he was working with an ensemble that has come to be known as the Lost Quintet. In this book, jazz historian and musician Bob Gluck explores the performances of this revolutionary group—Davis’s first electric band—to illuminate the thinking of one of our rarest geniuses and, by extension, the extraordinary transition in American music that he and his fellow players ushered in. Gluck listens deeply to the uneasy tension between this group’s driving rhythmic groove and the sonic and structural openness, surprise, and experimentation they were always pushing toward. There he hears—and outlines—a fascinating web of musical interconnection that brings Davis’s funk-inflected sensibilities into conversation with the avant-garde worlds that players like Ornette Coleman and John Coltrane were developing. Going on to analyze the little-known experimental groups Circle and the Revolutionary Ensemble, Gluck traces deep resonances across a commercial gap between the celebrity Miles Davis and his less famous but profoundly innovative peers. The result is a deeply attuned look at a pivotal moment when once-disparate worlds of American music came together in explosively creative combinations.