Indefinite is the first major ethnographic study of American jails since the advent of racialized mass incarceration. The author was confined in a southern California county jail system during which time, he conducted what he calls an organic ethnography of jail life. The resulting study is an investigation of the vagaries of jail living, the relationship between custodial deputies and penal residents, the endurance strategies residents employed to protect their emotional selves from being overwhelmed by the nature of jail punishment, and consequences of extremes of vulnerability, uncertainty, and penal time. Indefinite toggles between what is peculiar to jail time and what is familiar in broader social life to develop general concepts, sensitizing schemes, and theories about social life that expand beyond the specifics of jail without reducing jail to a mere case study"--
An Unlikely Pair" is a silly story set in rhyme. It follows a pair of unlikely characters who quickly become friends and celebrate their differences. Filled with vibrant illustrations and fun storytelling, this is a perfect story for early readers and their families who are looking to learn important life lessons - and have plenty of fun along the way. A Mouse and a Bear... That's an unlikely pair! Throughout this book's colorful pages, children will explore unconventional friendships and see that sometimes the most unlikely of pairs lead to the most meaningful friendships and connections. It turns out that our differences are what make us special, and that is something to appreciate throughout life. Get your copy today and experience the wonders of friendship and diversity!
An epic joyride through three history-making tours in 1973 that defined rock and roll superstardom—the money, the access, the excess—forevermore. The Who’s Quadrophenia. Led Zeppelin’s Houses of the Holy. Alice Cooper’s Billion Dollar Babies. These three unprecedented tours—and the albums that inspired them—were the most ambitious of these artists’ careers, and they forever changed the landscape of rock and roll: the economics, the privileges, and the very essence of the concert experience. On these juggernauts, rock gods—and their entourages—were born, along with unimaginable overindulgence and the legendary flameouts. Tour buses were traded for private jets, arenas replaced theaters, and performances transmogrified into over-the-top, operatic spectacles. As the sixties ended and the seventies began, an altogether more cynical era took hold: peace, love, and understanding gave way to sex, drugs, and rock and roll. But the decade didn’t become the seventies, acclaimed journalist Michael Walker writes, until 1973, a historic and mind-bogglingly prolific year for rock and roll that saw the release of countless classic albums, from The Dark Side of the Moon to Goat’s Head Soup; Goodbye Yellow Brick Road; Greetings from Asbury Park, N.J.; and The Wild, the Innocent & the E Street Shuffle. Aerosmith, Queen, and Lynyrd Skynyrd released their debut albums. The Roxy and CBGB opened their doors. Every major act of the era—from Fleetwood Mac to Black Sabbath—was on the road that summer, but of them all, Walker writes, it was The Who, Led Zeppelin, and Alice Cooper who emerged as the game changers. Walker revisits each of these three tours in memorable, all-access detail: he goes backstage, onto the jets, and into the limos, where every conceivable wish could be granted. He wedges himself into the sweaty throng of teenage fans (Walker himself was one of them) who suddenly were an economic force to be reckoned with, and he vividly describes how a decade’s worth of decadence was squeezed into twelve heart-pounding, backbreaking, and rule-defying months that redefined, for our modern times, the business of superstardom. Praise for What You Want Is in the Limo “Required reading . . . 1973 is a turning point in popular music — the border between hippie-ethos ’60s rock ’n’ roll and conspicuous-consumption excess ’70s rock.”—New York Post “Loud and boisterous . . . Like a good vinyl-era single, it’s over before it wears out its welcome. You may even want to flip it over and start again when you’re finished.”—Fort Worth Star-Telegram “You don’t have to love the music or personas of the three bands highlighted here . . . to appreciate the vital roles that all three played in creating the modern rock star. . . . [Walker] is convincing and entertaining in explaining why 1973 was a seminal year in rock.”—The Daily Beast “[There’s] so much rock n' roll history packed inside.”—GQ “Very well written . . . It gives an intellectual immersion into these bands’ lives.”—Led-Zeppelin.org “[Walker] argues for [1973] as a tipping point, when big tours—and bigger money—became a defining ethos in rock music.”—NPR
Michael Walker’s Laurel Canyon presents the inside story of the once hottest rock and roll neighborhood in LA. In the late sixties and early seventies, an impromptu collection of musicians colonized a eucalyptus-scented canyon deep in the Hollywood Hills of Los Angeles and melded folk, rock, and savvy American pop into a sound that conquered the world as thoroughly as the songs of the Beatles and the Rolling Stones had before them. Thirty years later, the music made in Laurel Canyon continues to pour from radios, iPods, and concert stages around the world. During the canyon's golden era, the musicians who lived and worked there scored dozens of landmark hits, from "California Dreamin'" to "Suite: Judy Blue Eyes" to "It's Too Late," selling tens of millions of records and resetting the thermostat of pop culture. In Laurel Canyon, veteran journalist Michael Walker tells the inside story of this unprecedented gathering of some of the baby boomer's leading musical lights—including Joni Mitchell; Jim Morrison; Crosby, Stills, and Nash; John Mayall; the Mamas and the Papas; Carole King; the Eagles; and Frank Zappa, to name just a few—who turned Los Angeles into the music capital of the world and forever changed the way popular music is recorded, marketed, and consumed.
Explore supercharged machine learning techniques to take care of your data laundry loads Key FeaturesLearn how to prepare data for machine learning processesUnderstand which algorithms are based on prediction objectives and the properties of the dataExplore how to interpret and evaluate the results from machine learningBook Description Many individuals who know how to run machine learning algorithms do not have a good sense of the statistical assumptions they make and how to match the properties of the data to the algorithm for the best results. As you start with this book, models are carefully chosen to help you grasp the underlying data, including in-feature importance and correlation, and the distribution of features and targets. The first two parts of the book introduce you to techniques for preparing data for ML algorithms, without being bashful about using some ML techniques for data cleaning, including anomaly detection and feature selection. The book then helps you apply that knowledge to a wide variety of ML tasks. You'll gain an understanding of popular supervised and unsupervised algorithms, how to prepare data for them, and how to evaluate them. Next, you'll build models and understand the relationships in your data, as well as perform cleaning and exploration tasks with that data. You'll make quick progress in studying the distribution of variables, identifying anomalies, and examining bivariate relationships, as you focus more on the accuracy of predictions in this book. By the end of this book, you'll be able to deal with complex data problems using unsupervised ML algorithms like principal component analysis and k-means clustering. What you will learnExplore essential data cleaning and exploration techniques to be used before running the most popular machine learning algorithmsUnderstand how to perform preprocessing and feature selection, and how to set up the data for testing and validationModel continuous targets with supervised learning algorithmsModel binary and multiclass targets with supervised learning algorithmsExecute clustering and dimension reduction with unsupervised learning algorithmsUnderstand how to use regression trees to model a continuous targetWho this book is for This book is for professional data scientists, particularly those in the first few years of their career, or more experienced analysts who are relatively new to machine learning. Readers should have prior knowledge of concepts in statistics typically taught in an undergraduate introductory course as well as beginner-level experience in manipulating data programmatically.
Discover how to describe your data in detail, identify data issues, and find out how to solve them using commonly used techniques and tips and tricks Key FeaturesGet well-versed with various data cleaning techniques to reveal key insightsManipulate data of different complexities to shape them into the right form as per your business needsClean, monitor, and validate large data volumes to diagnose problems before moving on to data analysisBook Description Getting clean data to reveal insights is essential, as directly jumping into data analysis without proper data cleaning may lead to incorrect results. This book shows you tools and techniques that you can apply to clean and handle data with Python. You'll begin by getting familiar with the shape of data by using practices that can be deployed routinely with most data sources. Then, the book teaches you how to manipulate data to get it into a useful form. You'll also learn how to filter and summarize data to gain insights and better understand what makes sense and what does not, along with discovering how to operate on data to address the issues you've identified. Moving on, you'll perform key tasks, such as handling missing values, validating errors, removing duplicate data, monitoring high volumes of data, and handling outliers and invalid dates. Next, you'll cover recipes on using supervised learning and Naive Bayes analysis to identify unexpected values and classification errors, and generate visualizations for exploratory data analysis (EDA) to visualize unexpected values. Finally, you'll build functions and classes that you can reuse without modification when you have new data. By the end of this Python book, you'll be equipped with all the key skills that you need to clean data and diagnose problems within it. What you will learnFind out how to read and analyze data from a variety of sourcesProduce summaries of the attributes of data frames, columns, and rowsFilter data and select columns of interest that satisfy given criteriaAddress messy data issues, including working with dates and missing valuesImprove your productivity in Python pandas by using method chainingUse visualizations to gain additional insights and identify potential data issuesEnhance your ability to learn what is going on in your dataBuild user-defined functions and classes to automate data cleaningWho this book is for This book is for anyone looking for ways to handle messy, duplicate, and poor data using different Python tools and techniques. The book takes a recipe-based approach to help you to learn how to clean and manage data. Working knowledge of Python programming is all you need to get the most out of the book.
Learn the intricacies of data description, issue identification, and practical problem-solving, armed with essential techniques and expert tips. Key Features Get to grips with new techniques for data preprocessing and cleaning for machine learning and NLP models Use new and updated AI tools and techniques for data cleaning tasks Clean, monitor, and validate large data volumes to diagnose problems using cutting-edge methodologies including Machine learning and AI Book DescriptionJumping into data analysis without proper data cleaning will certainly lead to incorrect results. The Python Data Cleaning Cookbook - Second Edition will show you tools and techniques for cleaning and handling data with Python for better outcomes. Fully updated to the latest version of Python and all relevant tools, this book will teach you how to manipulate and clean data to get it into a useful form. he current edition focuses on advanced techniques like machine learning and AI-specific approaches and tools for data cleaning along with the conventional ones. The book also delves into tips and techniques to process and clean data for ML, AI, and NLP models. You will learn how to filter and summarize data to gain insights and better understand what makes sense and what does not, along with discovering how to operate on data to address the issues you've identified. Next, you’ll cover recipes for using supervised learning and Naive Bayes analysis to identify unexpected values and classification errors and generate visualizations for exploratory data analysis (EDA) to identify unexpected values. Finally, you’ll build functions and classes that you can reuse without modification when you have new data. By the end of this Data Cleaning book, you'll know how to clean data and diagnose problems within it.What you will learn Using OpenAI tools for various data cleaning tasks Producing summaries of the attributes of datasets, columns, and rows Anticipating data-cleaning issues when importing tabular data into pandas Applying validation techniques for imported tabular data Improving your productivity in pandas by using method chaining Recognizing and resolving common issues like dates and IDs Setting up indexes to streamline data issue identification Using data cleaning to prepare your data for ML and AI models Who this book is for This book is for anyone looking for ways to handle messy, duplicate, and poor data using different Python tools and techniques. The book takes a recipe-based approach to help you to learn how to clean and manage data with practical examples. Working knowledge of Python programming is all you need to get the most out of the book.
The two-time Grammy Award-winning singer and songwriter bares her heart and soul in this intimate memoir, a story of music, stardom, love, family, heritage, and resilience. She inspired songs—Leon Russell wrote “A Song for You” and “Delta Lady” for her, Stephen Stills wrote “Cherokee.” She co-wrote songs—“Superstar” and the piano coda to “Layla,” uncredited. She sang backup for Eric Clapton, Joe Cocker, and Stills, before finding fame as a solo artist with such hits as “We're All Alone” and “(Your Love Has Lifted Me) Higher and Higher.” Following her story from Lafayette, Tennessee to becoming one of the most sought after rock vocalists in LA in the 1970s, Delta Lady chronicles Rita Coolidge’s fascinating journey throughout the ’60s-’70s pop/rock universe. A muse to some of the twentieth century’s most influential rock musicians, she broke hearts, and broke up bands. Her relationship with drummer Jim Gordon took a violent turn during the legendary 1970 Mad Dogs & Englishmen tour; David Crosby maintained that her triangle with Stills and Graham Nash was the last straw for the group. Her volatile six-year marriage to Kris Kristofferson yielded two Grammys, a daughter, and one of the Baby Boom generation’s epic love stories. Throughout it all, her strength, resilience, and inner and outer beauty—along with her strong sense of heritage and devotion to her family—helped her to not only survive, but thrive. Co-written with best-selling author Michael Walker, Delta Lady is a rich, deeply personal memoir that offers a front row seat to an iconic era, and illuminates the life of an artist whose career has helped shape modern American culture.
For seven weeks in 1929, the Republic of China and the Soviet Union battled in Manchuria over control of the Chinese Eastern Railroad. It was the largest military clash between China and a Western power ever fought on Chinese soil, involving more that a quarter million combatants. Michael M. Walker's The 1929 Sino-Soviet War is the first full account of what UPI's Moscow correspondent called "the war nobody knew"—a "limited modern war" that destabilized the region's balance of power, altered East Asian history, and sent grim reverberations through a global community giving lip service to demilitarizing in the wake of World War I. Walker locates the roots of the conflict in miscalculations by Chiang Kai-shek and Chang Hsueh-liang about the Soviets' political and military power—flawed assessments that prompted China's attempt to reassert full authority over the CER. The Soviets, on the other hand, were dominated by a Stalin eager to flex some military muscle and thoroughly convinced that war would win much more than petty negotiations. This was in fact, Walker shows, a watershed moment for Stalin, his regime, and his still young and untested military, disproving the assumption that the Red Army was incapable of fighting a modern war. By contrast, the outcome revealed how unprepared the Chinese military forces were to fight either the Red Army or the Imperial Japanese Army, their other primary regional competitor. And yet, while the Chinese commanders proved weak, Walker sees in the toughness of the overmatched infantry a hint of the rising nationalism that would transform China's troops from a mercenary army into a formidable professional force, with powerful implications for an overconfident Japanese Imperial Army in 1937. Using Russian, Chinese, and Japanese sources, as well as declassified US military reports, Walker deftly details the war from its onset through major military operations to its aftermath, giving the first clear and complete account of a little known but profoundly consequential clash of great powers between the World Wars.
A transcription into modern tablature and musical notation of the Premier Livre de Tablature de Guiterre by Adrian Le Roy originally published in 1551. These are fun to play and range in difficulty from easy to intermediate.
In the year AD 1492, North American was already a populated wilderness, abundant in natural resources sought by foreign conquerors. They were known as explorers. Wealthy societies were already developed by educated Indian tribes with knowledge of navigation, weather patterns, and astronomical cycles. One of the most exciting explorers (Christopher Columbus) was a man that attributed his motivation to God and wrote about it in the Book of Prophecy. Secular historians distorted or deleted many of the astonishing insights disclosed in his journals. Kingdom Road Volume 1 unlocks the mystery of ancient maps used by Christopher Columbus to reach the shores of North America. His journey may have been an effort to rediscover long lost treasures collected by King Solomon. Spreading the kernels of rebellion, Christopher Columbus and a small band of travelers known as Conquistadors triggered an all-out rebellion that erupts across the world and the continent of North America. During the search for treasures, this book reveals an untold story of wars that raged across the continents, between indigenous tribes and an ancient race of beings called "giants" or "Nephilim.
This book offers a new way of thinking about film endings. Whereas existing works on the subject concentrate on narrative resolution, this book explores the way film endings blend together a complex of motifs, tropes and other elements to create the sense of an ending—that is, it looks at ‘endings as endings’. Drawing on a wide range of examples taken from films of different periods and national cinemas, the author identifies three key features which structure the work: thresholds and boundaries, water, and, above all, the beach. The beach combines water and a boundary and is the most resonant of the key sites to which film endings gravitate. Although beach endings go back to at least 1910, they have increased markedly in post-classical cinema, and can be found across all genres and in films from many different countries. As the leading example of the book’s argument, they illustrate both the aesthetic richness and the structural complexity of film endings.
Second Edition - Here are 24 graded compositions by Ferdinando Carulli Transcribed for the baritone ukulele or low G ukelele. Most are also playable on the tenor and soprano ukulele and, of course, they may all be played on the guitar.
Second Edition - Here are 18 compositions by Ferdinando Carulli Transcribed for the baritone ukulele or low G ukelele. Most are also playable on the tenor and soprano ukulele and, of course, they may all be played on the guitar.
Second Edition - Here are 24 graded compositions by Ferdinando Carulli Transcribed for the baritone ukulele or low G ukelele. Most are also playable on the tenor and soprano ukulele and, of course, they may all be played on the guitar.
Here are 60 compositions from the 16th Century transcribed for the baritone ukulele, Renaissance guitar, low G ukelele and many other four course instruments. Of course, they may all be played on the guitar.
Second Edition - Here are eight compositions from the Romantic Era by Dionisio Aguado transcribed for the baritone ukulele. Most are also playable on the tenor and soprano ukulele and, of course, may be played on the guitar. These are somewhat more complex compositions and are for Intermediate to Advanced players.
These 23 compositions were composed by Adrian le Roy and published in Paris in 1555. Each was accompanied by a Chanson, facsimiles of the original chansons and tablature are included with each new transcription. These pieces have all been transcribed into modern tablature and notation for the modern guitar. Most are playable on the ukulele and, in spite of the reentrant tuning, can create a fairly faithful recreation of the four-course renaissance guitar.
Here are sixteen compositions from the Romantic Era transcribed for the Baritone Ukulele from Jacques Bosch. Most pieces are also playable on the tenor and soprano ukulele and, of course, on the guitar.
Second Edition - Here are fifteen compositions from the Romantic Era by José Brocá transcribed for the baritone ukulele. Most are also playable on the tenor and soprano ukulele and, of course, may be played on the guitar. These are somewhat more complex compositions and are for Intermediate to Advanced players.
Second Edition - Here are fifteen compositions from the Romantic Era transcribed for the Baritone Ukulele from Ferdinando Carulli. Most pieces are also playable on low G ukulele, the tenor and soprano ukulele and, of course, on the guitar.
Success: Communicating in English, by Michael Walker, is a comprehensive, five-level ESOL program for young adult and adult learners. Features: *Textbooks capture student interest with superb visuals and contemporary content. *Bonus Practice Books offer more practice than ordinary textbooks--128 pages of conversations, vocabulary expansion, grammar reinforcement, critical thinking, and writing exercises. *Teacher Resource Books provide everything teachers need to successfully plan, present, and enrich every lesson. *Audio cassettes present every word in the textbooks, including delightful readings of the Bay City News. *Posters--22 x 34 replicas of unit openers put focus on vocabulary. The Success consists of a Basic Beginner level and levels 1-4.
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