If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation. Each chapter focuses on a specific problem in machine learning, such as classification, prediction, optimization, and recommendation. Using the R programming language, you’ll learn how to analyze sample datasets and write simple machine learning algorithms. Machine Learning for Hackers is ideal for programmers from any background, including business, government, and academic research. Develop a naïve Bayesian classifier to determine if an email is spam, based only on its text Use linear regression to predict the number of page views for the top 1,000 websites Learn optimization techniques by attempting to break a simple letter cipher Compare and contrast U.S. Senators statistically, based on their voting records Build a “whom to follow” recommendation system from Twitter data
If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation. Each chapter focuses on a specific problem in machine learning, such as classification, prediction, optimization, and recommendation. Using the R programming language, you’ll learn how to analyze sample datasets and write simple machine learning algorithms. Machine Learning for Hackers is ideal for programmers from any background, including business, government, and academic research. Develop a naïve Bayesian classifier to determine if an email is spam, based only on its text Use linear regression to predict the number of page views for the top 1,000 websites Learn optimization techniques by attempting to break a simple letter cipher Compare and contrast U.S. Senators statistically, based on their voting records Build a “whom to follow” recommendation system from Twitter data
Route 66 Adventure Handbook is your personal guide to the vanishing American roadside, with all of its exuberance, splendor, and absurdity. For this updated and expanded sixth edition, Drew Knowles has included it all: magnificent architecture, natural wonders, Art Deco masterpieces, vintage motels and cafes, unique museums, offbeat attractions, fascinating artifacts and icons, and kitschy tourist traps. The addition of more city maps, showing the multiple paths of Route 66 and displaying the exact locations of points of interest, is a major improvement over the already critically acclaimed fifth edition of the book. The sixth edition also includes hundreds of beautiful new photographs—including a 24-page center insert with stunning color photos and the addition of dozens of new attractions. Knowles has also added QR codes for certain locations that will enable the reader to access additional online material, such as more photos, video clips, and scans of vintage memorabilia. Additionally, GPS coordinates have been included for virtually all of the photos, so that travelers can plug the information into their smartphones and other navigation devices and instantly determine where each photo was taken and compare it to the condition of that particular site at the time of their visit. Filled with wonderfully quirky side trips and fun bits of trivia, Route 66 Adventure Handbook is the most authoritative resource for anyone looking to explore the Mother Road. Fasten your seat belts!
The last half of the twentieth century saw the emergence, evolution and consolidation of a distinct interior design practice and profession. This book is invaluable for students and practitioners, providing a detailed specialist, contemporary historical analysis of their profession and is beautifully illustrated, with over 200 photos and images from the 1950s through to the present day.
A History of Interior Design tells the story of 6,000 years of domestic and public space. It’s an essential resource for students, professionals, and anyone interested in interior design, the decorative arts, architecture, and art history. It explores a broad range of styles and movements, weaving together a fascinating narrative from cave dwellings and temple architecture, through Gothic cathedrals and Islamic palaces, to modern skyscrapers and the retail spaces of the 21st-century. This fully updated fifth edition includes: More on the contributions of women designers and architects Additional coverage of furniture, product design, and decoration Numerous new examples of diverse modern styles from around the world Over 700 images, more than 300 of which are new or color replacements for black and white photos An extra final chapter focusing on the influence of the latest technology and current thinking on the importance of conservation and ethical sourcing
Acts of the Apostles is normally understood as a historical report of events of the early church and serves as the organizing centerpiece of the New Testament canon. In this book, Drew W. Billings demonstrates that Acts was written in conformity with broader representational trends and standards found on imperial monuments and in the epigraphic record of the early second century. Bringing an interdisciplinary approach to a text of critical importance, he compares the methods of representation in Acts with visual and verbal representations that were common during the reign of the Roman emperor Trajan (98-117 CE). Billings argues that Acts adopts the rhetoric of Roman imperialism as articulated in the images and texts from the period. His study bridges the fields of classics, art history, gender studies, Jewish studies, and New Testament studies in exploring how early Christian texts relate to wider patterns in the cultural production of the Roman Empire.
There is a growing crisis in our oceans as rates of infectious disease outbreaks are on the rise. Marine epidemics have the potential to cause a mass die-off of wildlife from the bottom to the top of the food chain, impacting the health of ocean ecosystems as well as lives on land. Fueled by sewage dumping, unregulated aquaculture, and drifting plastic in warming seas, ocean outbreaks are sentinels of impending global environmental disaster. Ocean Outbreak follows renowned scientist Drew Harvell and her colleagues as they investigate how four iconic marine animals—corals, abalone, salmon, and starfish—have been devastated by disease. Based on over twenty years of research, this firsthand account of the sometimes creeping, sometimes exploding impact of disease on our ocean’s biodiversity ends with a hopeful message. Through policy changes and the implementation of innovative solutions from nature, we can reduce major outbreaks, save some ocean ecosystems, and protect our fragile environment.
By investigating eighteenth-century social and economic thought--an intellectual world with its own vocabulary, concepts, and assumptions--Drew McCoy smoothly integrates the history of ideas and the history of public policy in the Jeffersonian era. The book was originally published by UNC Press in 1980.
In 1888 London was the capital of the most powerful empire the world had ever known, and the largest city in Europe. In the west a new city was growing, populated by the middle classes, the epitome of 'Victorian values'. Across the city the situation was very different. The East End of London had long been considered a nether world, a dark and dangerous region outside the symbolic 'walls' of the original City. Using the Whitechapel murders of Jack the Ripper as a focal point, this book explores prostitution, poverty, revolutionary politics, immigration, the creation of a criminal underclass and the development of policing. It also considers how the sensationalist 'new journalism' took the news of the Ripper murders to all corners of the Empire and to the United States. This is an important book for those interested in the history of Victorian Britain.
From a small mountain town in West Virginia, elder fiddler Melvin Wine has inspired musicians and music enthusiasts far beyond his homeplace. Music, community, and tradition influence all aspects of life in this rural region. Fiddling Way Out Yonder: The Life and Music of Melvin Wine shows how in Wine's playing and teaching all three have created a vital and enduring legacy. Wine has been honored nationally for his musical skills and his leadership role in an American musical tradition. A farmer, a coal miner, a father of ten children, and a deeply religious man, he has played music from the hard lessons of his own experience and shaped a musical tradition even while passing it to others. Fiddling Way Out Yonder examines the fiddler, his music, and its context from a variety of perspectives. Many rousing fiddlers came from isolated mountain regions like Melvin's home stomp. The book makes a point to address the broad historical issues related both to North American fiddling and to Wine's personal history. Wine has spent almost all of his ninety-two years in rural Braxton County, an area where the fiddle and dance traditions that were strong during his childhood and early adult life continue to be active today. Utilizing models from folklore studies and ethnomusicology, Fiddling Way Out Yonder discusses how community life and educational environment have affected Melvin's music and his approaches to performance. Such a unique fiddler deserves close stylistic scrutiny. The book reveals Wine's particular tunings, his ways of holding the instrument, his licks, his bowing techniques and patterns, his tune categories, and his favorite keys. The book includes transcriptions and analyses of ten of Melvin's tunes, some of which are linked to minstrelsy, ballad singing traditions, and gospel music. Narratives discuss the background of each tune and how it has fit into Melvin's life. While his music is tied to community and family traditions, Melvin is a unique and complex person. This biography heralds a musician who wants both to communicate the spirit of his mountains and to sway an audience into having an old-fashioned good time.
This book is a study of how and why Nepal after a 10 year long armed insurgency, regicide and fundamental political change sought to find a way to achieve peace and security. The chosen pathway to peace and reconciliation in Nepal after the decade of war and destruction is examined. It has faced delay, frustration and neglect after its protracted implementation. Politics has determined whatever peace process will be achieved in Nepal.
Nashville native Drew Bratcher writes musically about memory and memorably about music in uncommonly beautiful essays that announce the arrival of a major new voice. The title essay, a requiem in fragments, tells the story of a grandfather through his ear, comb, hands, El Camino, and clothes. Bratcher delivers a tough and moving tribute to a man who “went on ahead, on up the road, and then the road turned.” Elsewhere, Bratcher directs his attention to Johnny Cash’s looming presence over his childhood, the relative pain of red paper wasp stings, Dolly Parton’s generative homesickness, the humiliations and consolations of becoming a new father, the experience of hearing his name in a Taylor Swift song, and the mystifying hymns treasured by both his great grandmother and D. H. Lawrence. Seamlessly blending memoir and arts criticism and aiming at both the heart and the head, this is a book about listening closely to stories and songs, about leaving home in order to find home, and about how the melodies and memories absorbed along the way become “a living music that advances and prevails upon us at formative moments, corralling chaos into the simple, liberating stockade of verse, chorus, verse.”
Even well-meaning fiction writers of the late Jim Crow era (1900-1955) perpetuated racial stereotypes in their depiction of black characters. From 1918 to 1952, Octavus Roy Cohen turned out a remarkable 360 short stories featuring Florian Slappey and the schemers, romancers and ditzes of Birmingham's Darktown for The Saturday Evening Post and other publications. Cohen said, "I received a great deal of mail from Negroes and I have never found any resentment from a one of them." The black readership had to be satisfied with any black presence in the popular literature of the day. The best known white writers of black characters included Booth Tarkington (Herman and Verman in the Penrod books), Irvin S. Cobb (Judge Priest's houseman Jeff Poindexter), Roark Bradford (Widow Duck, the plantation matriarch), Hugh Wiley (Wildcat Marsden, the war veteran who traveled the country in the company of his goat) and Charles Correll and Freeman Gosden (radio's Amos 'n' Andy). These writers deservedly declined in the civil rights era, but left a curious legacy that deserves examination. This book, focusing on authors of series fiction and particularly of humorous stories, profiles 29 writers and their black characters in detail, with brief entries covering 72 others.
In 1989 alone, for example, there were some forty-five major motion pictures which were sequels or part of a series. The film series phenomenon crosses all genres and has been around since the silent film era. This reference guide, in alphabetical order, lists some 906 English Language motion pictures, from 1899 to 1990, when the book was initially published. A brief plot description is given for each series entry, followed by the individual film titles with corresponding years, directors and performers. Animated pictures, documentaries and concert films are not included but movies released direct to video are.
The two southern most counties in Ireland, Cork and Kerry, have legendary music and dance traditions. on the border of these two counties, a rural area called Sliabh Luachra is especially well-known for its fiddle tunes and itinerant fiddle teachers. When speaking of this area's fiddle music, some describe a special lilt or backbeat, or they talk about the special role of set dances, but the most often expressed quality relates to the frequent use of slides and polkas. This book features transcriptions of 107 tunes as played by three of the region's most distinguished fiddlers: Pádraig O'Keeffe, Denis Murphy, and Connie O'Connell. Each fiddler is profiled, followed by a collection of meticulously transcribed tunes and annotations. an accompanying CD includes 30 of these tunes played solo by Connie O'Connell.
North American Fiddle Music: A Research and Information Guide is the first large-scale annotated bibliography and research guide on the fiddle traditions of the United States and Canada. These countries, both of which have large immigrant populations as well as Native populations, have maintained fiddle traditions that, while sometimes faithful to old-world or Native styles, often feature blended elements from various traditions. Therefore, researchers of the fiddle traditions in these two countries can not only explore elements of fiddling practices drawn from various regions of the world, but also look at how different fiddle traditions can interact and change. In addition to including short essays and listings of resources about the full range of fiddle traditions in those two countries, it also discusses selected resources about fiddle traditions in other countries that have influenced the traditions in the United States and Canada.
This ground-breaking and innovative textbook offers a uniquely global approach to the study of social psychology. Inclusive and outward-looking, the authors consciously re-orientate the discipline of social psychology, promoting a collectivist approach. Each chapter begins with an illustrative scenario based on everyday events, from visiting a local health centre to shopping in a supermarket, which challenges readers to confront the issues that arise in today's diverse, multicultural society. This textbook also gives a voice to many indigenous psychologies that have been excluded from the mainstream discipline and provides crucial coverage of the colonization experience. By integrating core social psychology theories and concepts with critical perspectives, Social Psychology and Everyday Life provides a thought-provoking introduction suitable for both undergraduate and postgraduate students of social psychology and community psychology. It can also be used by students in related subjects such as sociology, criminology and other social sciences. Accompanying online resources for this title can be found at bloomsburyonlineresources.com/social-psychology. These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.
All the Presidents is the latest book of portraits by the artist BoingBoing hails as “the greatest portrait artist of our time.” All the Presidents is indeed what the title indicates, portraits of all 44 United States Presidents, from George Washington to Donald Trump and everyone in between, all rendered in Friedman’s celebrated in-your-face style of portraiture. The portraits will be accompanied by vital statistics on each subject (political affiliation as well as height and weight, etc.), as well as fascinating presidential factoids. Friedman’s two page comic strip introduction “Drawn to Presidents” opens the book, specifically detailing his fasciation with drawing many US presidents throughout his life, from childhood scrawlings of Richard Nixon to illustrations of Ronald Reagan, George H.W. Bush and Bill Clinton for Spy and eventually creating the famed Barack Obama/George Washington mashup inauguration cover for The New Yorker in 2009. The book also features a foreword by NPR’s Studio 360 host, Kurt Andersen.
Surfers read the patterns of the sea like others read a book. For them, the organization of swells and currents and the curling folds of the waves are elements of a natural language, as coherent in structure and meaning as any taught in school. Each of the eighteen stories in this collection is a raw glimpse of surf life-from sliding into cold, stiff neoprene to experiencing the ecstasy of the Pure Art of Surfing. Most previously published in magazines over the past thirty-five years, the stories in this collection capture the movement, mythology, fantasy, and philosophy of surf life and culture on the sweet and ragged wild edge of beauty.
If some astrology books are groundbreaking, this one is more like an earthquake! All of its startling claims are based on research rather than folklore. What is each sign really like? What do aspects really indicate? How can you tell a person’s sign by his appearance? How does astronomy validate astrology? What kind of chart do murderers have? What signs produce Republicans? Democrats? How does astrology impact the talent of racehorses? What did the oldest astrologers do that’s different from today? This book is an absolute gold mine of information you won’t find anywhere else!
This book is a bold prescription for local government reform that moves well beyond the old arguments regarding consolidations (also referred to as amalgamations) and co-operation (sometimes referred to as shared services) to paint a picture of an efficient, effective tier of government that strikes a balance between the right of persons to pursue their existential ends and the need to promote the common good. The book presents a system of local government that balances human dignity with the common good, restrains Leviathan, provides a voice for the disenfranchised (and even the disinterested), and delivers goods and services efficiently and effectively. Ironically, what is often argued to be the weakness of local government in many jurisdictions – the fact that it is merely a creature of statute – is also the best hope we have of making the oft cited rhetoric about how ‘local government is the closest to the people that serves the people best’ become reality.
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