It is a stunning pictorial map of the World Beat and a dazzling companion to "Drumming at the Edge of Magic." The wisdom of thinkers such as Tsao-Tzu and Joseph Campbell mingle with the recorded thoughts of a Siberian villager and a Cheyenne shaman to provide a fascinating accompaniment.

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    Godfathers of alternative rock, they reinvented music in the post-punk era, creating a new sound—dark, hypnotic, and intense—that would influence U2, Morrissey, R.E.M., Radiohead, and numerous others. The story is now legendary: in 1980, on the heels of their groundbreaking debut, Unknown Pleasures, and on the eve of their first U.S. tour, the band was rent asunder by the tragic death of their enigmatic lead singer, Ian Curtis. Yet in the mere three years they were together, Joy Division produced two landmark albums and a handful of singles—including the iconic anthem "Love Will Tear Us Apart"—that continue to have a powerful resonance.Now, for the first time, their story is told by one of their own. In Unknown Pleasures, founding member and bass player Peter Hook recounts how four young men from Manchester and Salisbury, with makeshift instruments and a broken-down van, rose from the punk scene to create a haunting, atmospheric music that would define a generation. Peter talks with eye-opening candor and reflection about the suicide of Ian Curtis; the band's friendships and fallouts; the evolution of their sound and image; and the larger-than-life characters who formed a vital part of the Joy Division legend, including Factory Records founder Tony Wilson and producer Martin Hannett. Told with surprising humor and vivid detail, Unknown Pleasures is the book Joy Division fans have awaited for decades.

    In the more than 40 years since the days of DJ Kool Herc and "Rapper's Delight," hip hop and rap have become a billion-dollar worldwide phenomenon. Yet there is no definitive history of the genre-until now. Based on Chuck's long-running show on Rapstation.com, this massive compendium details the most iconic moments and influential songs in the genre's recorded history, from Kurtis Blow's "Christmas Rappin'" to The Miseducation of Lauryn Hill to Kendrick Lamar's ground-breaking verse on "Control." Also included are key events in hip hop history, from Grandmaster Flash's first scratch through Tupac's holographic appearance at Coachella. Throughout, Chuck offers his insider's perspective on the chart toppers and show stoppers as he lived it. Illustrating the pages are more than 100 portraits from the talented artists specializing in hip hop.

       A great cover only makes a song stronger. Jimi Hendrix’s version of Bob Dylan’s “All Along the Watchtower.” The Beatles rocking out with “Twist and Shout.” Aretha Franklin demanding “Respect.” Without covers, the world would have lost many unforgettable performances. This is the first book to explore the most iconic covers ever, from Elvis’s “Hound Dog” and the Rolling Stones’ “Not Fade Away” to Led Zeppelin’s “Dazed and Confused,” the Talking Heads’ “Take Me to the River,” and Adele’s “Make You Feel My Love.” Written by the founder of the website covermesongs.com, each of the 20 chapters investigates the origins of a classic cover—and uses it as a framework to tell the larger story of how cover songs have evolved over the decades. Cover Me is packed with insight, photography, and music history.

    In eight chapters, it provides the most thorough coverage of TCP available. It also covers the newest TCP/IP features, including multicasting, path MTU discovery and long fat pipes. The author describes various protocols, including ARP, ICMP and UDP. He utilizes network diagnostic tools to actually show the protocols in action. He also explains how to avoid silly window syndrome (SWS) by using numerous helpful diagrams. This book gives you a broader understanding of concepts like connection establishment, timeout, retransmission and fragmentation. It is ideal for anyone wanting to gain a greater understanding of how the TCP/IP protocols work.

    Mental play impacts every aspect of piano playing: memorizing, controlling nervousness, developing performance skills, playing musically, acquiring absolute pitch, composing, improvisation, etc. Genius is more created than born; most of what had been attributed to talent are simple knowledge-based solutions that we can all learn. Improved memory can raise the effective IQ; memory is an associative process based on algorithms -- music is such an algorithm, enabling us to memorize hours of repertoire. Learning piano makes you smarter and teaches project management. Includes chapter on tuning your own piano; the chromatic scale, temperaments, circle of fifths, etc., are explained.

    Fully updated and revised, the manual covers the major aspects of building and maintaining a successful practice. It introduces practical yet innovative methods to increase profits, develop a strong customer base, and enhance communications with clients. Topics include marketing, client retention, professionalism, referrals, business planning, insurance billing, ethics, and time-management, designing promotional material, networking and more. The book includes numerous charts and checklists, as well as reproducible business forms. Information on other helpful resources is provided along with contact information for major health care professional associations, business organizations and independent living resources.

    The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. *NEW-Nontechnical learning material-Accompanies each part of the book. *NEW-The Internet as a sample application for intelligent systems-Added in several places including logical agents, planning, and natural language. *NEW-Increased coverage of material - Includes expanded coverage of: default reasoning and truth maintenance systems, including multi-agent/distributed AI and game theory; probabilistic approaches to learning including EM; more detailed descriptions of probabilistic inference algorithms. *NEW-Updated and expanded exercises-75% of the exercises are revised, with 100 new exercises. *NEW-On-line Java software. *Makes it easy for students to do projects on the web using intelligent agents. *A unified, agent-based approach to AI-Organizes the material around the task of building intelligent agents. *Comprehensive, up-to-date coverage-Includes a unified view of the field organized around the rational decision making pa

    These early works, characterized by a relentless pulse and static harmony, focused single-mindedly on the process of gradual rhythmic change. Throughout his career, Reich has continued to reinvigorate the music world, drawing from a wide array of classical, popular, sacred, and non-western idioms. His works reflect the steady evolution of an original musical mind.Writings on Music documents the creative journey of this thoughtful, groundbreaking composer. These 64 short pieces include Reich's 1968 essay Music as a Gradual Process, widely considered one of the most influential pieces of music theory in the second half of the 20th century. Subsequent essays, articles, and interviews treat Reich's early work with tape and phase shifting, showing its development into more recent work with speech melody and instrumental music. Other essays recount his exposure to non-western music -- African drumming, Balinese gamelan, Hebrew cantillation -- and the influence of these musics as structures and not as sounds. The writings include Reich's reactions to and appreciations of the works of his contemporaries (John Cage, Luciano Berio, Morton Feldman, Gyorgy Ligeti) and older influences (Kurt Weill, Schoenberg). Each major work of the composer's career is also explored through notes written for performances and recordings.Paul Hillier, himself a respected figure in the early music and new music worlds, has revisited these texts, working with the author to clarify their central narrative: the aesthetic and intellectual development of an influential composer. For long-time listeners and young musicians recently introduced to his work, this book provides an opportunity to get to know Reich's music in greater depth and perspective.

    These poor reading habits hold us back, and it’s why so many people don’t enjoy reading. You see, your brain is a lot like Goldilocks. When you read too slow, your mind wanders, you get distracted, and reading feels like a chore. When you try to read too fast, you can't comprehend what you're reading. The key is to read at the right speed using the best reading strategies for your learning type. In this short read, you’ll discover proven strategies to read faster without having to: Practice speed-reading techniques for hours and hours Skim text and risk missing crucial information Read cliff notes or shortened versions of a book This book combines the best lessons from speed reading techniques, neuroscience, and modern technology to allow you to read faster and comprehend more than you ever thought possible—and you can start to see the results today! Say Goodbye to Slow Reading Forever! I was always a slow reader. I could never focus long enough to read an entire book. I often forgot what I had just read, and had to re-read sentences over and over again. Reading was a frustrating, slow, and painful experience, so I tried to make up for my poor reading skills by studying more and working harder. But studying hard will only get you so far when you're using the wrong strategies. I wanted to be able to read more, learn more, and, most importantly, remember more of what I was reading. If you’ve quit reading more books than you can remember because of boredom or frustration, this book will change your life—and every book from now on will be a “quick read” for you. Everything changed when I developed a better way to read entire books very fast… Incredible Reading Results in 7 Days I was able to read four large books in my first week of using these methods. In Read Better Faster: How to Triple Your Reading Speed and Comprehension Without Speed Reading, Skimming, or Skipping you will discover: The exact methods anyone can use to read books faster than you ever imagined Never again struggle to finish a book, no matter how big or complex it is Start reading (and finishing) more books your friends and colleagues recommend to you How to guarantee laser-focused reading so you never have to re-read or forget what you just read How to comprehend and retain everything you read using a method that forces your brain to turn what you read into long-term memory storage How to accelerate your ability to learn more by reading faster and remembering more information than ever before This book is perfect for you if: You need to study for an exam, improve your grades, or do better in school You need to learn new business skills to improve your career or company You want to easily breeze through your favorite fiction books so you can enjoy reading even more You’ve always wanted to read more books but just can’t find the time or struggle to get through a book I encourage you to in

    Hooktheory is an intuitive, modern take on music theory that answers the questions you care the most about: Why do certain chords fit together easily, and others not so easily? How can I get from this chord to that chord? How can I create a great sounding melody? The concepts we teach are applicable to all types of music, but examples are drawn from popular songs you’ve probably heard on the radio. Also, because the explanations are drawn from our TheoryTab format, people that don’t read conventional sheet music will benefit from the concepts we cover just as much as those that do.The book is 6 chapters long with 41 exercises and 94 audiovisual examples from artists like: Aerosmith, Avicii, Beyonce, Bon Jovi, Bruno Mars, Celine Dion, Daughtry, Diana Ross, Green Day, John Mayer, Journey, Kelly Clarkson, Kenny Chesney, Lady Gaga, Maroon 5, Matchbox 20, Pink, Rihanna, Taylor Swift, The Beatles, The Four Seasons, The Killers, Tom Petty, … and more. Table of contents:1. Building Blocks- The building blocks of music- Relative notation- Chords- Combining chords and melody- Wrap up2. Harmony I- The I chord: home base- Basic chord function- The vi chord: a minor sound- Being creative- Check for understanding3. Melody- Introduction- Meter- Stable vs. unstable scale degrees- Rhythmic patterns- Melodic themes- Check for understanding4. Harmony II- The iii chord- The ii chord5. Inversions- Introduction- The I6 chord- The V6 chord- The cadential 64 chord- Pedal harmony- Final Thoughts6. Conclusion - Closing remarks

    To overcome the practical, social, and psychological obstacles along the way, you need a knowledgeable guide and the right tools. This comprehensive how-to guide to developing and writing a quality dissertation provides: Expanded and updated coverage of crucial topics such as conducting a literature review, dissertation support groups, and harnessing technology to conduct research Progress tracking tools, sample forms, resource lists, and other user-friendly elements Thoroughly updated and revised chapters with the most current need-to-know information

    As relevant as when it was first published in 1968, groundbreaking director and cofounder of the Royal Shakespeare Company Peter Brook draws on a life in love with the stage to explore the issues facing a theatrical performance—of any scale. He describes important developments in theatre from the last century, as well as smaller scale events, from productions by Stanislavsky to the rise of Method Acting, from Brecht’s revolutionary alienation technique to the free form happenings of the 1960s, and from the different styles of such great Shakespearean actors as John Gielgud and Paul Scofield to a joyous impromptu performance in the burnt-out shell of the Hamburg Opera just after the war. Passionate, unconventional, and fascinating, this book shows how theatre defies rules, builds and shatters illusions, and creates lasting memories for its audiences.

    Do you want your students to just take psychology or to experience psychology? Laura King's approach to introductory psychology embodies a balanced consideration of functioning behavior as well as dysfunction and a view of psychology as an integrated whole.