Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.

    It bridges the gap between the natural sciences and music theory and, nearly a century after its first publication, it is still a standard text for the study of physiological acoustics — the scientific basis of musical theory. It is also a treasury of knowledge for musicians and students of music and a major work in the realm of aesthetics, making important contributions to physics, anatomy, and physiology in its establishment of the physical theory of music. Difficult scientific concepts are explained simply and easily for the general reader.The first two parts of this book deal with the physics and physiology of music. Part I explains the sensation of sound in general, vibrations, sympathetic resonances, and other phenomena. Part II cover combinational tones and beats, and develops Helmholtz's famous theory explaining why harmonious chords are in the ratios of small whole numbers (a problem unsolved since Pythagoras).Part III contains the author's theory on the aesthetic relationship of musical tones. After a survey of the different principles of musical styles in history (tonal systems of Pythagoras, the Church, the Chinese, Arabs, Persians, and others), he makes a detailed study of our own tonal system (keys, discords, progression of parts).Important points in this 576-page work are profusely illustrated with graphs, diagrams, tables, and musical examples. 33 appendices discuss pitch, acoustics, and music, and include a very valuable table and study of the history of pitch in Europe from the fourteenth to the nineteenth centuries.

    Chronicling leading musicians from their first encounters with jazz to the development of a unique improvisatory voice, Paul Berliner documents the lifetime of preparation that lies behind the skilled improviser's every idea.The product of more than fifteen years of immersion in the jazz world, Thinking in Jazz combines participant observation with detailed musicological analysis, the author's experience as a jazz trumpeter, interpretations of published material by scholars and performers, and, above all, original data from interviews with more than fifty professional musicians: bassists George Duvivier and Rufus Reid; drummers Max Roach, Ronald Shannon Jackson, and Akira Tana; guitarist Emily Remler; pianists Tommy Flanagan and Barry Harris; saxophonists Lou Donaldson, Lee Konitz, and James Moody; trombonist Curtis Fuller; trumpeters Doc Cheatham, Art Farmer, Wynton Marsalis, and Red Rodney; vocalists Carmen Lundy and Vea Williams; and others. Together, the interviews provide insight into the production of jazz by great artists like Betty Carter, Miles Davis, Dizzy Gillespie, Coleman Hawkins, and Charlie Parker.Thinking in Jazz overflows with musical examples from the 1920s to the present, including original transcriptions (keyed to commercial recordings) of collective improvisations by Miles Davis's and John Coltrane's groups. These transcriptions provide additional insight into the structure and creativity of jazz improvisation and represent a remarkable resource for jazz musicians as well as students and educators.Berliner explores the alternative ways—aural, visual, kinetic, verbal, emotional, theoretical, associative—in which these performers conceptualize their music and describes the delicate interplay of soloist and ensemble in collective improvisation. Berliner's skillful integration of data concerning musical development, the rigorous practice and thought artists devote to jazz outside of performance, and the complexities of composing in the moment leads to a new understanding of jazz improvisation as a language, an aesthetic, and a tradition. This unprecedented journey to the heart of the jazz tradition will fascinate and enlighten musicians, musicologists, and jazz fans alike.

    It now has 600,000 to a million page hits daily. Every now and then, Munroe would get emails asking him to arbitrate a science debate. 'My friend and I were arguing about what would happen if a bullet got struck by lightning, and we agreed that you should resolve it . . . ' He liked these questions so much that he started up What If. If your cells suddenly lost the power to divide, how long would you survive? How dangerous is it, really, to be in a swimming pool in a thunderstorm? If we hooked turbines to people exercising in gyms, how much power could we produce? What if everyone only had one soulmate?When (if ever) did the sun go down on the British empire? How fast can you hit a speed bump while driving and live?What would happen if the moon went away?In pursuit of answers, Munroe runs computer simulations, pores over stacks of declassified military research memos, solves differential equations, and consults with nuclear reactor operators. His responses are masterpieces of clarity and hilarity, studded with memorable cartoons and infographics. They often predict the complete annihilation of humankind, or at least a really big explosion. Far more than a book for geeks, WHAT IF: Serious Scientific Answers to Absurd Hypothetical Questions explains the laws of science in operation in a way that every intelligent reader will enjoy and feel much the smarter for having read.

    Wolfram lets the world see his work in A New Kind of Science, a gorgeous, 1,280-page tome more than a decade in the making. With patience, insight, and self-confidence to spare, Wolfram outlines a fundamental new way of modeling complex systems. On the frontier of complexity science since he was a boy, Wolfram is a champion of cellular automata--256 "programs" governed by simple nonmathematical rules. He points out that even the most complex equations fail to accurately model biological systems, but the simplest cellular automata can produce results straight out of nature--tree branches, stream eddies, and leopard spots, for instance. The graphics in A New Kind of Science show striking resemblance to the patterns we see in nature every day. Wolfram wrote the book in a distinct style meant to make it easy to read, even for nontechies; a basic familiarity with logic is helpful but not essential. Readers will find themselves swept away by the elegant simplicity of Wolfram's ideas and the accidental artistry of the cellular automaton models. Whether or not Wolfram's revolution ultimately gives us the keys to the universe, his new science is absolutely awe-inspiring. --Therese Littleton

    It covers the birth of rock, soul, R&B, punk, hip hop, indie, house, techno, and more, and it will remind you why you fell in love with pop music in the first place.Bob Stanley—musician, music critic, and unabashed fan—recounts the progression from the Beach Boys to the Pet Shop Boys to the Beastie Boys; explores what connects doo wop to the sock hop; and reveals how technological changes have affected pop production. Working with a broad definition of “pop”—one that includes country and metal, disco and Dylan, skiffle and glam—Stanley teases out the connections and tensions that animate the pop charts and argues that the charts are vital social history.Yeah! Yeah! Yeah! is like the world’s best and most eclectic jukebox in book form. All the hits are here: the Monkees, Metallica, Patsy Cline, Patti Smith, new wave, New Order, “It’s the Same Old Song,” The Song Remains the Same, Aretha, Bowie, Madonna, Prince, Sgt. Pepper, A Tribe Called Quest, the Big Bopper, Fleetwood Mac, “Itsy Bitsy Teenie Weenie Yellow Polka Dot Bikini,” Bikini Kill, the Kinks, Mick Jagger, Michael Jackson, Jay-Z, and on and on and on. This book will have you reaching for your records (or CDs or MP3s) and discovering countless others.For anyone who has ever thrilled to the opening chord of the Beatles’ “A Hard Day’s Night” or fallen crazy in love for Beyoncé, Yeah! Yeah! Yeah! is a vital guide to the rich soundtrack of the second half of the twentieth century.

    In this lively and groundbreaking new book, economist Ian Ayres shows how today's best and brightest organizations are analyzing massive databases at lightening speed to provide greater insights into human behavior. They are the Super Crunchers. From internet sites like Google and Amazon that know your tastes better than you do, to a physician's diagnosis and your child's education, to boardrooms and government agencies, this new breed of decision makers are calling the shots. And they are delivering staggeringly accurate results. How can a football coach evaluate a player without ever seeing him play? Want to know whether the price of an airline ticket will go up or down before you buy? How can a formula outpredict wine experts in determining the best vintages? Super crunchers have the answers. In this brave new world of equation versus expertise, Ayres shows us the benefits and risks, who loses and who wins, and how super crunching can be used to help, not manipulate us.Gone are the days of solely relying on intuition to make decisions. No businessperson, consumer, or student who wants to stay ahead of the curve should make another keystroke without reading Super Crunchers.

    Fully revised to meet the needs of the wide range of students beginning engineering courses, this edition has an extended Foundation section including new chapters on graphs, trigonometry, binomial series and functions and a CD-ROM

    The presentation stresses analytical methods, concrete examples, and geometric intuition. A unique feature of the book is its emphasis on applications. These include mechanical vibrations, lasers, biological rhythms, superconducting circuits, insect outbreaks, chemical oscillators, genetic control systems, chaotic waterwheels, and even a technique for using chaos to send secret messages. In each case, the scientific background is explained at an elementary level and closely integrated with mathematical theory.About the Author:Steven Strogatz is in the Center for Applied Mathematics and the Department of Theoretical and Applied Mathematics at Cornell University. Since receiving his Ph.D. from Harvard university in 1986, Professor Strogatz has been honored with several awards, including the E.M. Baker Award for Excellence, the highest teaching award given by MIT.

    Looking at practices, concepts, tools and mixing instruments the author provides a comprehensive insight to the art and science of mixing.Whether a hobbyist of professional this book covers basic concepts to advanced techniques as well as tips and tricks and is a vital read for anyone wanting to succeed in the field of mixing.The book is accompanied by the website www.mixingaudio.com, featuring a sample chapter, illustrations, audio and a user forum. * Rounded, extensive and complete coverage of music mixing* Includes a DVD with over 700 audio samples and 4 sample mixes. The DVD is not included with the E-book. Please visit http://www.mixingaudiodvd.com/ to access the DVD content.* Covers new topics and mixing trends such as computer centred mixing

    Practice is everything. But exactly what is good practice? How does good practice create talent? And what in the world does a pinwheel have to do with practice? The focus of this book is music practice, but these techniques and mindsets can be applied to any skill you want to improve. This book covers essential practice strategies and mindsets you won’t find in any other book. Drawn from in-depth interviews with world-class professional musicians across several genres of music, published research, and personal experience with practice. You’ll learn the What, Why, When, Where, Who, and especially the How of great music practice. You’ll learn what research tells us about practice, but more importantly, you’ll learn how great musicians in many genres of music think about practice, and you’ll learn the strategies and techniques they use to improve. This book will help you get better faster, whether you play rock, Bach, or any other kind of music. Whatever instrument you want to play, The Practice of Practice will help you get the most out of your practice. This book will help you become more savvy about getting better. It will also help you be a more informed teacher or a more effective parent of a young learner. Don’t practice longer, practice smarter.

    Full of insights, arguments and philosophical perspectives, the book covers an amazing array of topics. Beginning in antiquity with Democritus, it progresses through logic and set theory, computability and complexity theory, quantum computing, cryptography, the information content of quantum states and the interpretation of quantum mechanics. There are also extended discussions about time travel, Newcomb's Paradox, the anthropic principle and the views of Roger Penrose. Aaronson's informal style makes this fascinating book accessible to readers with scientific backgrounds, as well as students and researchers working in physics, computer science, mathematics and philosophy.

    This book applies the theory to the design of specialized audio spaces such as the home listening room, the control room, and the multi-track-recording studio.

    Readerswill find information on frequency distributions; mean, median, and mode; range, variance, and standard deviation;probability; and more.-Emphasizes Microsoft Excel for number-crunching and computationsDownload a sample chapter.

    Drawing heavily on the author's own real-world experiences, the book stresses design and analysis. Coverage is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, which includes a catalog of the 75 most important algorithmic problems. By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. This book is ideal for the working professional who uses algorithms on a daily basis and has need for a handy reference. This work can also readily be used in an upper-division course or as a student reference guide. THE ALGORITHM DESIGN MANUAL comes with a CD-ROM that contains: * a complete hypertext version of the full printed book. * the source code and URLs for all cited implementations. * over 30 hours of audio lectures on the design and analysis of algorithms are provided, all keyed to on-line lecture notes.