Download or read book Information Theory Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Social Science Research written by Anol Bhattacherjee and published by CreateSpace. This book was released on 2012-04-01 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book The Hundred page Machine Learning Book written by Andriy Burkov and published by . This book was released on 2019 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Behind Bars written by Elaine Gould and published by Faber Music Ltd. This book was released on 2016-08-17 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Supreme City written by Donald L. Miller and published by Simon and Schuster. This book was released on 2015-05-19 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: An award-winning historian surveys the astonishing cast of characters who helped turn Manhattan into the world capital of commerce, communication and entertainment --

Download or read book The Violin Conspiracy written by Brendan Slocumb and published by Anchor. This book was released on 2022-02-01 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Statistical Mechanics of Charged Particles written by Radu Balescu and published by . This book was released on 1963 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Dr Dre written by John Borgmeyer and published by Bloomsbury Publishing USA. This book was released on 2006-12-30 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Computational Complexity written by Sanjeev Arora and published by Cambridge University Press. This book was released on 2009-04-20 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: New and classical results in computational complexity, including interactive proofs, PCP, derandomization, and quantum computation. Ideal for graduate students.

Download or read book 120 Days of Sodom written by Marquis de Sade and published by Simon and Schuster. This book was released on 2013-02-18 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Speak written by Laurie Halse Anderson and published by Farrar, Straus and Giroux (BYR). This book was released on 2011-05-10 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Download or read book Dry Goods Merchants Trade Journal written by and published by . This book was released on 1927 with total page 1162 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book This Music Leaves Stains written by James Greene and published by Scarecrow Press. This book was released on 2013-02-14 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Few bands in the past three decades have proven as affecting or exciting as the Misfits, the ferocious horror punk outfit that lurked in the shadows of suburban New Jersey and released a handful of pivotal underground recordings during their brief, tumultuous time together. Led by Glenn Danzig, a singer possessed of vision and blessed with an incredible baritone, the Misfits pioneered a death rock sound that would reverberate through the various musical subgenres that sprung up in their wake. This Music Leaves Stains now presents the full story behind the Misfits and their ubiquitous, haunting skull logo, a story of unique talent, strange timing, clashing personalities, and incredible music that helped shape rock as we know it today. James Greene, Jr., maps this narrative from the band's birth at the tail end of the original punk movement through their messy dissolve at the dawn of the 1980s right on through the legal warring and inexplicable reunions that helped carry the band into the 21st century. Music junkies of any stripe will surely find themselves engrossed in this saga that finally pieces together the full story of the greatest horror punk band that ever existed, though Misfits fans will truly marvel at the thorough and detailed approach James Greene, Jr. has taken in outlining the rise, fall, resurrection, and influence of New Jersey's most frightening musical assembly.

Download or read book Snoopy in Fashion written by Connie Boucher and published by Chronicle Books Llc. This book was released on 1988-12-01 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book A Book of Set Theory written by Charles C Pinter and published by Courier Corporation. This book was released on 2014-07-23 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This accessible approach to set theory for upper-level undergraduates poses rigorous but simple arguments. Each definition is accompanied by commentary that motivates and explains new concepts. A historical introduction is followed by discussions of classes and sets, functions, natural and cardinal numbers, the arithmetic of ordinal numbers, and related topics. 1971 edition with new material by the author"--

Download or read book Ant Colony Optimization written by Marco Dorigo and published by MIT Press. This book was released on 2004-06-04 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications. The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses. The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms.

Download or read book The Coding Manual for Qualitative Researchers written by Johnny Saldana and published by SAGE. This book was released on 2009-02-19 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Coding Manual for Qualitative Researchers is unique in providing, in one volume, an in-depth guide to each of the multiple approaches available for coding qualitative data. In total, 29 different approaches to coding are covered, ranging in complexity from beginner to advanced level and covering the full range of types of qualitative data from interview transcripts to field notes. For each approach profiled, Johnny Saldaña discusses the method’s origins in the professional literature, a description of the method, recommendations for practical applications, and a clearly illustrated example.