Residents of Vancouver's Downtown Eastside are not bound by poverty or addiction but rather driven by a sense of community, kinship, and above all, hope. For each of the past five years, Pivot Legal Society's annual Hope in Shadows photography contest has empowered residents of Vancouver's Downtown Eastside by providing them with 200 disposable cameras to document their lives - thus giving them an artistic means to enter the ongoing and often stormy dialogue over the place they call home. Since the contest's inception, DTES residents have taken over 20,000 images of their neighbor hood. Working with this archive, Brad Cran and Gillian Jerome have collected the personal stories behind these stunning photographs. Hope in Shadows offers readers an intimate and honest look at what it really means to live in Canada's poorest neighbor hood. The result is not at all bleak, but rather is full of grace, dignity, and plain simple truths that put a human face on the single most misunderstood community in Canada. This, then, is its story: about First Nations people who survived the residential school system; sex workers whose poor treatment at the hands of authorities precipitated the murder of dozens of women; those who cope with addiction and inadequate living conditions; those who overcome loss and search for loved ones; and the transformative power of hope and forgiveness. In surprising and astounding ways, Hope n Shadows will not only change the way you think about the Downtown Eastside and other impoverished neighbor hoods; it will also change your view of society as we know it, and of those who are forced to live in its shadows. A co-publication with Pivot Legal Society, a nonprofit legal advocacy organization located in Vancouver's Downtown Eastside. Its mandate is to take a strategic approach to social change, using the law to address the root causes that undermine the quality of life of those most on the margins. Pivot believes that everyone, regardless of income, benefits from a healthy and inclusive community where values such as respect and equality are strongly rooted in the law.
Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering, resampling, deep learning and more. · Uses a hands-on approach and real world data.
From the earliest times, philosophers and others have thought deeply about ethical questions. But it was Aristotle who founded ethics as a discipline with clear principles and well-defined boundaries. Ethics After Aristotle focuses on the reception of Aristotelian ethical thought in the Hellenistic and Roman worlds, underscoring the thinker’s enduring influence on the philosophers who followed in his footsteps from 300 BCE to 200 CE. Beginning with Aristotle’s student and collaborator Theophrastus, Brad Inwood traces the development of Aristotelian ethics up to the third-century Athenian philosopher Alexander of Aphrodisias. He shows that there was no monolithic tradition in the school, but a rich variety of moral theory. The philosophers of the Peripatetic school produced surprisingly varied theories in dialogue with other philosophical traditions, generating rich insight into human virtue and happiness. What unifies the different strands of thought—what makes them distinctively Aristotelian—is a form of ethical naturalism: that our knowledge of the good and virtuous life depends first on understanding our place in the natural world, and second on the exercise of our natural dispositions in distinctively human activities. What is now referred to as “virtue ethics,” Inwood argues, is a less important part of Aristotle’s legacy than the naturalistic approach Aristotle articulated and his philosophical descendants developed further. Offering a wide range of ways of thinking about ethics from an ancient perspective, Ethics After Aristotle is a penetrating study of how philosophy evolves in the wake of an unusually powerful and original thinker.
“In addition to scaring the daylights out of us, The Diviner’s Tale stands up for the offbeat and unconventional in human nature” (The Boston Globe). Cassandra Brooks is a diviner, what used to be called a water-witch. Hired by a developer to dowse some land in upstate New York, she is walking a lonely forested valley one spring morning when she comes upon the shocking vision of a young girl hanged from a tree. When she returns with authorities to the site, the body has vanished, leaving in question Cassandra’s credibility, if not her sanity. The next day, during a return visit with the sheriff to have another look, a dazed, mute missing girl emerges from the woods—alive, and the very picture of Cassandra’s hanged girl. What follows is the narrative of ever-deepening and increasingly bizarre divinations that will lead this gifted young woman, the struggling single mother of twin boys, hurtling toward a past she’d long since thought was behind her. The Diviner’s Tale is at once a journey of self-discovery and an unorthodox murder mystery, a tale of the fantastic and a family chronicle told by an otherwise ordinary woman who is about to be locked in a mortal chess match with a real-life killer who has haunted her since before she can remember. “[A] splendidly written mystery . . . A compelling story. Grade: A.” —The Plain Dealer “An astonishing writer.” —Joyce Carol Oates, New York Times–bestselling author of Double Delight “Beautifully written, tight as a tripwire, The Diviner’s Tale isn’t quite like any ghost story I’ve read before.” —Boing Boing “Morrow quietly drops clues as he guides you deeper into the mystery of the dead girl—and into Cass’s own mind.” —The New York Times
When the pandemic struck America, Lou decided to use his time to do something positive and share his passions with everyone. He first worked on a cookbook, In Lou of Going Out, to offer folks simple to follow recipes to enjoy with their family and even host impressive dinner parties for their friends. In doing so, Lou considered that another key part of an evening out is having a cocktail or two before, during, and after dinner. Lou went to work on his second book, S.I.P.: A Cocktail Guide and Reference for Making Craft Cocktails at Home. This guide includes information on equipping a home bar as well as what type of glass to pour that special drink into and serve. Lou has been engaged in the restaurant business and bartending on and off most of his life. He and his second wife, Laurie, hosted a gourmet dinner club for over ten years. After losing his wife to a battle with cancer in 2007, Lou continued to follow his passion and hosted dinner gatherings and cocktail parties with family and friends. Lou currently bartends at the Northridge Country Club in Fair Oaks, California. He collaborated with his bar manager and good friend Brad Smith to complete this book. Lou hopes you will enjoy learning the art of creating craft cocktails and hosting your own gathering with family and friends in style. Sale proceeds of the cookbook In Lou of Going Out and the S.I.P. Cocktail Guide will be donated to Feeding America. Salute!
Imagine a statistics book for bioassays written by a statistician. Next, imagine a statistics book for bioassays written for a layman. Bioassays with Arthropods, Third Edition offers the best of both worlds by translating the terse, precise language of the statistician into language used by the laboratory scientist. The book explains the statistical basis and analysis for each kind of quantal response bioassay in just the right amount of detail. The first two editions were a great reference for designing, conducting, and interpreting bioassays: this completely revised and updated third edition will also train the laboratory scientist to be an expert in estimation of dose response curves. New in the Third Edition: Introduces four new Windows and Apple-based computer programs (PoloJR, OptiDose, PoloMixture and PoloMulti) for the analyses of binary and multiple response analyses, respectively Replaces out-of-date GLIM examples with R program samples Includes a new chapter, Population Toxicology, and takes a systems approach to bioassays Expands the coverage of invasive species and quarantine statistics Building on the foundation set by the much-cited first two editions, the authors clearly delineate applications and ideas that are exceptionally challenging for those not already familiar with their use. They lead you through the methods with such ease and organization, that you suddenly find yourself readily able to apply concepts that you never thought you would understand. To order the PoloSuite computer software described in Bioassays with Arthropods, Third Edition, use the order form found at www.leora-software.com or contact the LeOra Software Company at leorasoftware@gmail.com.
More than forty years ago, Dr. Aaron T. Beck's pioneering Depression: Causes and Treatment presented the first comprehensive account of all aspects of depression and introduced cognitive therapy to health care providers and patients struggling with one of the most common and devastating diseases of the modern age. Since that classic text first appeared, the appreciation of the multifaceted nature of mood disorders has grown, and the phenomenological and biological aspects of psychology are increasingly seen as intertwined. Taking these developments into account, Beck and his colleague Brad A. Alford have written a second edition of Depression that will help patients and caregivers understand depression as a cognitive disorder. The new edition of Depression builds on the original research and approach of the seminal first edition, including the tests of Freud's theory that led to a new system of psychological theory and therapy, one that addresses the negative schema and automatic thoughts that can trap people in painful emotional states. Beck and Alford examine selected scientific tests and randomized controlled trials that have enhanced the cognitive approach since the time it was first introduced. Incorporating accepted changes in the definitions and categories of the various mood disorders into its discussion, Depression addresses the treatment role of revolutionary drugs, such as the selective serotonin reuptake inhibitors (SSRIs), electroconvulsive therapy (ECT), and transcranial magnetic stimulation (TMS) in relation to cognitive approaches. Beck and Alford explore research on neurotrophic and neurogenesis theories of depression. They also report on advances in psychosocial treatment of depression, including the value of cognitive therapy in the prevention of relapse.
Faces of the Gone by Brad Parks won the Shamus Award for Best First Novel and the Nero Award for Best American Mystery--it is the first book to receive both awards. The book was named to lists of the year's best mystery debuts by the Chicago Sun-Times and South Florida Sun-Sentinel. Four bodies, each with a single bullet wound in the back of the head, stacked like cordwood in a weed-choked vacant lot: That's the front-page news facing Carter Ross, investigative reporter with the Newark Eagle-Examiner. Immediately dispatched to the scene, Carter learns that the four victims—an exotic dancer, a drug dealer, a hustler, and a mama's boy—came from different parts of the city and didn't seem to know one another. The police, eager to calm jittery residents, leak a theory that the murders are revenge for a bar stickup, and Carter's paper, hungry for a scoop, hastily prints it. Carter doesn't come from the streets, but he understands a thing or two about Newark's neighborhoods. And he knows there are no quick answers when dealing with a crime like this. Determined to uncover the true story, he enlists the aide of Tina Thompson, the paper's smoking-hot city editor, to run interference at the office; Tommy Hernandez, the paper's gay Cuban intern, to help him with legwork on the streets; and Tynesha Dales, a local stripper, to take him to Newark's underside. It turns out that the four victims have one connection after all, and this knowledge will put Carter on the path of one very ambitious killer.
Bored with their jobs as senior staffers to a respected congressman, Matthew Mercer and Harris Sandler become involved in the clandestine Zero Game, but when someone close to them turns up dead, they discover the sinister intent of the "game.
Residents of Vancouver's Downtown Eastside are not bound by poverty or addiction but rather driven by a sense of community, kinship, and above all, hope. For each of the past five years, Pivot Legal Society's annual Hope in Shadows photography contest has empowered residents of Vancouver's Downtown Eastside by providing them with 200 disposable cameras to document their lives - thus giving them an artistic means to enter the ongoing and often stormy dialogue over the place they call home. Since the contest's inception, DTES residents have taken over 20,000 images of their neighbor hood. Working with this archive, Brad Cran and Gillian Jerome have collected the personal stories behind these stunning photographs. Hope in Shadows offers readers an intimate and honest look at what it really means to live in Canada's poorest neighbor hood. The result is not at all bleak, but rather is full of grace, dignity, and plain simple truths that put a human face on the single most misunderstood community in Canada. This, then, is its story: about First Nations people who survived the residential school system; sex workers whose poor treatment at the hands of authorities precipitated the murder of dozens of women; those who cope with addiction and inadequate living conditions; those who overcome loss and search for loved ones; and the transformative power of hope and forgiveness. In surprising and astounding ways, Hope n Shadows will not only change the way you think about the Downtown Eastside and other impoverished neighbor hoods; it will also change your view of society as we know it, and of those who are forced to live in its shadows. A co-publication with Pivot Legal Society, a nonprofit legal advocacy organization located in Vancouver's Downtown Eastside. Its mandate is to take a strategic approach to social change, using the law to address the root causes that undermine the quality of life of those most on the margins. Pivot believes that everyone, regardless of income, benefits from a healthy and inclusive community where values such as respect and equality are strongly rooted in the law.
With search engines like Yahoo!, Excite, and Infoseek available on the Net, users may wonder why they need an Internet Directory. But a search term may yield thousands of results. This well-thought-out book selects the best of Web sites, categorizes them by topic, and provides descriptions. The bonus CD-ROM contains links in electronic format so readers can just click on the title.
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