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Author: David J. C. MacKay
Publisher: Cambridge University Press
ISBN: 9780521642989
Category : Computers
Languages : en
Pages : 694
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Book Description
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.
Author: David J. C. MacKay
Publisher: Cambridge University Press
ISBN: 9780521642989
Category : Computers
Languages : en
Pages : 694
Get Book Here
Book Description
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.
Author: Anol Bhattacherjee
Publisher: CreateSpace
ISBN: 9781475146127
Category : Science
Languages : en
Pages : 156
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Book Description
This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages.
Author: Elaine Gould
Publisher: Faber Music Ltd
ISBN: 0571590039
Category : Music
Languages : en
Pages : 694
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Book Description
Behind Bars is the indispensable reference book for composers, arrangers, teachers and students of composition, editors, and music processors. In the most thorough and painstakingly researched book to be published since the 1980s, specialist music editor Elaine Gould provides a comprehensive grounding in notational principles. This full eBook version is in fixed-layout format to ensure layout and image quality is consistent with the original hardback edition. Behind Bars covers everything from basic rules, conventions and themes to complex instrumental techniques, empowering the reader to prepare music with total clarity and precision. With the advent of computer technology, it has never been more important for musicians to have ready access to principles of best practice in this dynamic field, and this book will support the endeavours of software users and devotees of hand-copying alike. The author's understanding of, and passion for, her subject has resulted in a book that is not only practical but also compellingly readable. This seminal and all-encompassing guide encourages new standards of excellence and accuracy and, at 704 pages, it is supported by 1,500 music examples of published scores from Bach to Xenakis. This is the full eBook version of the original hardback edition.
Author: Brendan Slocumb
Publisher: Anchor
ISBN: 059331543X
Category : Fiction
Languages : en
Pages : 353
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Book Description
GOOD MORNING AMERICA BOOK CLUB PICK! • Ray McMillian is a Black classical musician on the rise—undeterred by the pressure and prejudice of the classical music world—when a shocking theft sends him on a desperate quest to recover his great-great-grandfather’s heirloom violin on the eve of the most prestigious musical competition in the world. “I loved The Violin Conspiracy for exactly the same reasons I loved The Queen’s Gambit: a surprising, beautifully rendered underdog hero I cared about deeply and a fascinating, cutthroat world I knew nothing about—in this case, classical music.” —Chris Bohjalian, #1 New York Times bestselling author of The Flight Attendant and Hour of the Witch Growing up Black in rural North Carolina, Ray McMillian’s life is already mapped out. But Ray has a gift and a dream—he’s determined to become a world-class professional violinist, and nothing will stand in his way. Not his mother, who wants him to stop making such a racket; not the fact that he can’t afford a violin suitable to his talents; not even the racism inherent in the world of classical music. When he discovers that his beat-up, family fiddle is actually a priceless Stradivarius, all his dreams suddenly seem within reach, and together, Ray and his violin take the world by storm. But on the eve of the renowned and cutthroat Tchaikovsky Competition—the Olympics of classical music—the violin is stolen, a ransom note for five million dollars left in its place. Without it, Ray feels like he's lost a piece of himself. As the competition approaches, Ray must not only reclaim his precious violin, but prove to himself—and the world—that no matter the outcome, there has always been a truly great musician within him.
Author: Andriy Burkov
Publisher:
ISBN: 9781999579500
Category : Machine learning
Languages : en
Pages : 141
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Book Description
Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.
Author: Donald L. Miller
Publisher: Simon and Schuster
ISBN: 1416550208
Category : History
Languages : en
Pages : 784
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Book Description
An award-winning historian surveys the astonishing cast of characters who helped turn Manhattan into the world capital of commerce, communication and entertainment --
Author: John Borgmeyer
Publisher: Bloomsbury Publishing USA
ISBN: 0313081700
Category : Social Science
Languages : en
Pages : 153
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Book Description
It is almost impossible to listen to a current hip-hop song that does not bear Dr. Dre's influence. With innovations in style that started with the hip-hop group N.W.A., and, later, as a solo rapper and producer, Dre's influence and lasting impact on hip-hop music and culture is undeniable. He pioneered a new style of music that in the early 1990s would come to be known as gangsta rap, and his proteges - Snoop and Eminem - are both considered some of the top rappers to emerge since rap was born on the streets of New York three decades ago. This biography traces Dre's rise to fame, a story that parallels the rise of hip-hop as one of the most dominant cultural forces in America. Dre came of age at the time when hip-hop culture (rapping, breakdancing, Deejaying, and Graffiti art) began an underground trend in urban America. Chapters take the reader from Dre's childhood in Los Angeles through his friendships, early influences, and the birth of his music career. Also discussed is the tragic tale of Death Row Records, which culminates in the high-profile murders of rap artists Tupac Shakur and the Notorious B.I.G. and serves as a lesson on what can go wrong when people in the rap business believe their own gangsta hype. Dre's ability to survive in the rough-and-tumble rap industry is a testament to the power of artistic vision and the payoff of sheer persistence.
Author: Sanjeev Arora
Publisher: Cambridge University Press
ISBN: 0521424267
Category : Computers
Languages : en
Pages : 609
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Book Description
New and classical results in computational complexity, including interactive proofs, PCP, derandomization, and quantum computation. Ideal for graduate students.
Author: Marquis de Sade
Publisher: Simon and Schuster
ISBN: 1625585985
Category : Fiction
Languages : en
Pages : 640
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Book Description
The 120 Days of Sodom by Marquis de Sade relates the story of four wealthy men who enslave 24 mostly teenaged victims and sexually torture them while listening to stories told by old prostitutes. The book was written while Sade was imprisoned in the Bastille and the manuscript was lost during the storming of the Bastille. Sade wrote that he "wept tears of blood" over the manuscript's loss. Many consider this to be Sade crowing acheivement.
Author: Laurie Halse Anderson
Publisher: Farrar, Straus and Giroux (BYR)
ISBN: 1429997044
Category : Young Adult Fiction
Languages : en
Pages : 212
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Book Description
The groundbreaking National Book Award Finalist and Michael L. Printz Honor Book with more than 3.5 million copies sold, Speak is a bestselling modern classic about consent, healing, and finding your voice. "Speak up for yourself—we want to know what you have to say." From the first moment of her freshman year at Merryweather High, Melinda knows this is a big lie, part of the nonsense of high school. She is friendless, an outcast, because she busted an end-of-summer party by calling the cops. Now nobody will talk to her, let alone listen to her. As time passes, Melinda becomes increasingly isolated and practically stops talking altogether. Only her art class offers any solace, and it is through her work on an art project that she is finally able to face what really happened at that terrible party: she was raped by an upperclassman, a guy who still attends Merryweather and is still a threat to her. Her healing process has just begun when she has another violent encounter with him. But this time Melinda fights back—and refuses to be silent. From Astrid Lindgren Memorial Award laureate Laurie Halse Anderson comes the extraordinary landmark novel that has spoken to millions of readers. Powerful and utterly unforgettable, Speak has been translated into 35 languages, was the basis for the major motion picture starring Kristen Stewart, and is now a stunning graphic novel adapted by Laurie Halse Anderson herself, with artwork from Eisner-Award winner Emily Carroll. Awards and Accolades for Speak: A New York Times Bestseller A National Book Award Finalist for Young People’s Literature A Michael L. Printz Honor Book An Edgar Allan Poe Award Finalist A Los Angeles Times Book Prize Finalist A TIME Magazine Best YA Book of All Time A Cosmopolitan Magazine Best YA Books Everyone Should Read, Regardless of Age
