If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems. Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users. Analyze, explore, transform, and visualize data in Apache Spark with R Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows Perform analysis and modeling across many machines using distributed computing techniques Use large-scale data from multiple sources and different formats with ease from within Spark Learn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale Dive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions
This booklet helps you understand alpha thalassemia (AT) so that you can talk to your medical team about your condition and its treatment. AT is a blood condition you are born with. You have to inherit a gene change from both parents to have AT. If you inherit a gene change from one parent, you are a carrier but don’t have the condition. If your partner is also a carrier, you have a chance of having a child with AT. AT is most common in people with ancestry from Southeast and South Asia, Africa, the Middle East and around the Mediterranean. There are two pairs of genes involved in AT – you may have one, two, three or four gene changes. There are also different types of gene changes – the gene can either be missing or damaged. How severe your AT is depends on the number and type of gene changes you have. AT major (four gene changes) is typically fatal before or shortly after birth without intervention. It remains a lifelong condition but can now be managed with treatment. Table of Contents: • What is alpha thalassemia? • What causes AT and who gets it? • Genes and genetic inheritance • One gene change • Two gene changes • Three gene changes • Four gene changes • Screening and diagnosis • Genetic counselling • Symptoms and treatment • Clinical trials; New treatments for AT • Living with alpha thalassemia
Although the compass was first invented by the Chinese about 2,500 years ago, it’s gone on to help give direction to the entire world! The introduction of the compass lead to many other advancements in science and navigation, including reliable maps, the system of latitude and longitude, and GPS. You may even have a compass app on your phone! Readers will travel to ancient China to witness the invention of the compass as a fortune-telling item and learn how it eventually became used as a navigational tool. The text also explains how the compass spread to the rest of the world, and how it has helped shape our modern lives.
Proceedings of the 20th annual conference for the Australasian Association for Engineering Education, held at the University of Adelaide in December 2009. Papers were presented by Australian and international delegates. The conference was focused on the engineering curriculum in higher education.
Human emotional suffering has been studied for centuries, but the significance of psychological injuries within legal contexts has only recently been recognized. As the public becomes increasingly aware of the ways in which mental health affects physical - and financial - well-being, psychological injuries comprise a rapidly growing set of personal injury insurance claims. Although the diverse range of problems that people claim to suffer from are serious and often genuine, the largely subjective and unobservable nature of psychological conditions has led to much skepticism about the authenticity of psychological injury claims. Improved assessment methods and research on the economic and physical health consequences of psychological distress has resulted in exponential growth in the litigation related to such conditions. Integrating the history of psychological injuries both from legal and mental health perspectives, this book offers compelling discussions of relevant statutory and case law. Focussing especially on posttraumatic stress disorder, it addresses the current status and empirical limitations of forensic assessments of psychological injuries and alerts readers to common vulnerabilities in expert evidence from mental health professionals. In addition, it also uses the latest empirical research to provide the best forensic methods for assessing both clinical conditions such as posttraumatic stress disorder and for alternative explanations such as malingering. The authors offer state-of-the-art information on early intervention, psychological therapies, and pharmaceutical treatments for posttraumatic stress disorder and stimulating suggestions for further research into this complex phenomenon. A comprehensive guide to psychological injuries, this book will be an indispensable resource for all mental health practitioners, researchers, and legal professionals who work with psychological injuries.
NOTE: THIS BOOK IS NOT CURRENTLY AVAILABLEAn artist who gave up on poverty, and ended up in high tech. An 11-year-old daughter whose only frame of reference is the luxury of Silicon Valley. A marriage that has evolved into the business of maintaining a family.My fictional memoir of growing up in an itinerant military family, migrating from the lingering economics of The Great Depression to the narcotic comforts of Silicon Valley, trying to maintain some pulse in a creative life, the constant détente of marriage, the unexpected rewards of fatherhood, and the struggle to succeed as a parent.
Performed on an acoustic steel-string guitar with open tunings and a finger-picking technique, Hawaiian slack key guitar music emerged in the mid-nineteenth century. Though performed on a non-Hawaiian instrument, it is widely considered to be an authentic Hawaiian tradition grounded in Hawaiian aesthetics and cultural values. In Listen But Don’t Ask Question Kevin Fellezs listens to Kanaka Maoli (Native Hawaiian) and non-Hawaiian slack key guitarists in Hawai‘i, California, and Japan, attentive to the ways in which notions of Kanaka Maoli belonging and authenticity are negotiated and articulated in all three locations. In Hawai‘i, slack key guitar functions as a sign of Kanaka Maoli cultural renewal, resilience, and resistance in the face of appropriation and occupation, while in Japan it nurtures a merged Japanese-Hawaiian artistic and cultural sensibility. For diasporic Hawaiians in California, it provides a way to claim Hawaiian identity. By demonstrating how slack key guitar is a site for the articulation of Hawaiian values, Fellezs illuminates how slack key guitarists are reconfiguring notions of Hawaiian belonging, aesthetics, and politics throughout the transPacific.
With the KMT regaining power from the DPP on May 20, 2008, both Beijing and Taipei have been adjusting their policies toward each other. However, these recent changes can be seen as part of the overall ongoing process of policy adjustment in both Beijing and Taipei, in response to changing domestic and external conditions since the 1980s. This book explores the process of attitude change and policy adjustment on both sides of the Straits since the 1980s and offers policy recommendations.
The refereed proceedings of the 10th International Workshop on Quality of Service, IWQoS 2003, held in Berkeley, CA, USA, in June 2003. The 27 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on analysis and modeling, resource allocation and admission control, multimedia and incentives, dependability and fault tolerance, routing, availability and dependability, Web services, rate-based QoS, and storage.
Hurricanes and Tornadoes. Climate Change. Global Warming. Droughts and so much more. Answers over 1,000 questions about the basic elements of weather, the latest advances in meteorology, the science of forecasting, and all types of weather phenomena. Weather. We all talk about it – some more expertly than others. With The Handy Weather Answer Book, anyone can master this compelling conversation starter, whether it’s weather basics, climate change, the science of meteorology, or the history of weather forecasting. You will come to understand hurricanes, tornadoes, global warming, and such fascinating weather-related phenomena as the northern lights and El Niño. This comprehensive reference addresses all aspects of weather in an accessible question-and-answer format. Relationships between weather and oceanography, geology, and space science are expertly covered, including answers to such questions as ... What’s the difference between “partly sunny” and “partly cloudy”? Can a rainbow appear during the night? Could our oceans have originated in space? How does Central America affect the climate in England? What the heck is bioclimatology? Are humans really responsible for climate change? Has a hurricane ever struck southern California? Climate change and weather affect us all, and The Handy Weather Answer Book, with its hard science facts, fascinating trivia, and accessible Q&A dialog, ensures that readers will understand the complexities of our planet’s dynamic atmosphere a lot better. This resource is an ideal reference for everyone from students to teachers to amateur meteorologists. With more than 100 color photos and illustrations, this tome is richly illustrated, and its helpful bibliography and extensive index add to its usefulness.
The material presented in this book addresses the analysis and design of learning control systems. It begins with an introduction to the concept of learning control, including a comprehensive literature review. The text follows with a complete and unifying analysis of the learning control problem for linear LTI systems using a system-theoretic approach which offers insight into the nature of the solution of the learning control problem. Additionally, several design methods are given for LTI learning control, incorporating a technique based on parameter estimation and a one-step learning control algorithm for finite-horizon problems. Further chapters focus upon learning control for deterministic nonlinear systems, and a time-varying learning controller is presented which can be applied to a class of nonlinear systems, including the models of typical robotic manipulators. The book concludes with the application of artificial neural networks to the learning control problem. Three specific ways to neural nets for this purpose are discussed, including two methods which use backpropagation training and reinforcement learning. The appendices in the book are particularly useful because they serve as a tutorial on artificial neural networks.
Reinforce your understanding of the concepts in Patton and Thibodeau’s The Human Body in Health & Disease, 6th Edition! Corresponding to the chapters in the text, this study guide reviews essential medical terminology, concepts and processes related to the anatomy and physiology of the human body, and body function in health and disease. A variety of exercises make it easy to review and apply key concepts, and labeling of anatomy drawings helps you learn anatomical structures and terminology. UPDATED! Did You Know? provides fun, interesting facts on A&P topics. A brief synopsis at the beginning of each chapter previews core concepts that will be covered. Crossword Puzzle, Unscramble and Word Find activities help you learn new vocabulary terms and their proper spelling. Diagrams and labeling exercises reinforce your understanding of where the structures of the body are located. Answers to exercises are located in the back of the study guide, along with page-number references to the textbook. NEW! Know Your Medical Terms exercises help you learn and understand the various word parts used in medical terminology, as presented in the new Language of Science and Language of Medicine word lists in the textbook. Matching and fill-in-the-blank exercises enhance your comprehension of chapter content. Application questions develop your critical thinking skills and help you apply information to real-world scenarios.
Winner of the 2020 Canadian Counselling and Psychotherapy Association (CCPA) Counselling Book Award Enlightening and practical, Addictions Counseling Today invites students into the heart of addictive thinking, offering first-person accounts of what it is like to experience different addictions. The text covers the range of addictions from alcohol, drug abuse, and nicotine to various process addictions, including sex, internet, gaming, social media, and gambling. Also included are the various theories and models of addiction, with a unique chapter on the neuroscience of addiction. Focusing on the new DSM-V classifications for addiction with an emphasis on CACREP and treatment, this provocative, contemporary text is an essential reference for both students and practitioners wanting to gain a deeper understanding of those with addiction. Online Resources Free PowerPoint® slides with video for instructors are available with this text.
This book of text, cases and materials from Asia is designed for scholars and students of constitutional law and comparative constitutional law. The book is divided into 11 chapters, arranged thematically around key ideas and controversies, enabling the reader to work through the major facets of constitutionalism in the region. The book begins with a lengthy introduction that critically examines the study of constitutional orders in 'Asia', highlighting the histories, colonial influences, and cultural particularities extant in the region. This chapter serves both as a provisional orientation towards the major constitutional developments seen in Asia – both unique and shared with other regions – and as a guide to the controversies encountered in the study of constitutional law in Asia. Each of the following chapters is framed by an introductory essay setting out the issues and succinctly highlighting critical perspectives and themes. The approach is one of 'challenge and response', whereby questions of constitutional importance are posed and the reader is then led, by engaging with primary and secondary materials, through the way the various Asian states respond to these questions and challenges. Chapter segments are accompanied by notes, comments and questions to facilitate critical and comparative analysis, as well as recommendations for further reading.The book presents a representative range of Asian materials from jurisdictions including: Bangladesh, China, Hong Kong, India, Japan, Mongolia, Nepal, Pakistan, South Korea, Sri Lanka , Taiwan, Timor-Leste and the 10 ASEAN states.
An authoritative account of Xi Jinping's worldview and how it drives Chinese behaviour both domestically and on the world stage. In his new book, On Xi Jinping, former Australian Prime Minister Kevin Rudd provides an authoritative account of the ideological worldview driving Chinese behaviour both domestically and on the world stage--that of President Xi Jinping, who now hold near-total control over the Chinese Communist Party and is now, in effect, president-for-life. Rudd argues that Xi's worldview differs significantly from those of the leaders who preceded him, and that this ideological shift is reflected in the real world of Chinese policy and behaviour. Focusing on China's domestic politics, political economy, and foreign policy, Rudd characterises Xi Jinping's ideological framing of the world as "Marxist-Leninist nationalism." According to Rudd, Xi's notion of Leninism has taken the party and Chinese politics further to the left in comparison to his predecessors. Also, his Marxism has also taken Chinese economic thinking to the left-in a more decisively more statist direction and away from the historical dynamism of the private sector. However, Chinese nationalism under Xi has moved further to the right- towards a much, harder-edged, foreign policy vision of China and a new determination to change the international status quo. Xi's worldview is an integrated one, where his national ideological vision for China's future is ultimately inseparable from his view on China's position in the region and the world. These changes in worldview are also reflected in Xi's broader rehabilitation of the concept of "struggle" as a legitimate concept for the conduct of both Chinese domestic and foreign policy--a struggle that need not necessarily always be peaceful. Finally, Xi's ideological worldview also exhibits a new level of nationalist self-confidence about China's future--derived from China's historical and civilizational strengths but reinforced by his Marxist-Leninist concept of historical determinism and the belief that the tides of history are now on firmly China's side. A powerful analysis of the worldview of arguably the most consequential world leader of our era, this will be essential reading for anyone interested in how Xi is transforming both China and the international order, and, most importantly, why?
Skin lymphomas are relatively rare and can be easily misdiagnosed as psoriasis or dermatitis. These lymphomas can be fatal. Consequently, those in training in dermatology and pathology need to have a good understanding of the clinical presentations and the pathological correlates of this challenging disease. This updated edition provides: A full-colour illustrated text and atlas that combines pathology with clinical features and treatment updated nomenclature according to WHO/EORTC and WHO classifications Images to expand the diagnostic potential Cases to enhance the scope for teaching and learning
The closer is the ace reliever who specializes in closing out the game without surrendering the lead. Facing a power hitter in the ninth inning with a man on base and no outs takes nerves of steel. The pressure on the mound is intense. It takes a special breed to hold it together in these situations. Legendary manager Tony LaRusso said "Sure, games can get away from you in the seventh and eighth, but those last three outs in the ninth are the toughest." It wasn't until the creation of "the save," the successful maintenance of a lead by a relief pitcher, in 1960 that the position of closer began to rise in prominence. Today, closers are seen as some of the most intense athletes in all of sports. Neary and Tobin explore the unique personalities of major leagues' most prominent relief pitchers from Bruce Sutter (Cubs, Cardinals, and Braves) to Mariano Rivera (Yankees). Closer is an insider's look into the role of the closing pitcher, how the position has evolved, and how legends-Trevor Hoffman, Rollie Fingers, Dennis Eckersley, John Smoltz, Rich "Goose" Gossage, Mariano Rivera, Brian Fuentes, and many more-coped with the stress on the mound such as when facing the .340 batter in the bottom of the ninth with only a one run lead.
This case study is part of the Contemporary Cases Online series. The series provides critical case studies that are original, flexible, challenging, controversial and research-informed, driven by the needs of teaching and learning.
From the way they speak about God to audiences they visit and policies they support, U.S. politicians increasingly use religion as a partisan weapon. The God Strategy identifies four crucial religious signals used by Republicans and Democrats from Ronald Reagan in 1980 to Barack Obama in 2008.
With this inaugural volume at Tor, the annual Nebula Award collection is reborn as a fiction-only anthology, edited by the incomparable Kevin J. Anderson. This collection of nominees for 2010's Nebula Awards includes all of the prior year's most celebrated stories, and will be published in time for the 2011 Nebula Awards in May, 2011. 2009's award winners, announced in May 2010, include Kage Baker's novella "The Women of Nell Gwynne's," Eugie Foster's novelette "Sinner, Baker, Fabulist, Priest; Red Mask, Black Mask, Gentleman, Beast," Kij Johnson's short story "Spar," plus Paolo Bacigalupi's novelette, "The Gambler." At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied.
As the rivalry between the US and China enters a dangerous new phase, reaffirming the politics of anti-imperialism is a task more important than ever. From trade wars and pandemic politics to rioting workers, intercontinental balloons, and battles over TikTok, the US media tends to present contemporary China—when it’s discussed at all—in sensationalist terms. This portrayal has only intensified as China’s relationship with the United States has grown increasingly hostile. Whether in the form of overtly racist rhetoric and aggressive trade actions, or the more buttoned down but equally antagonistic efforts to oppose Chinese interests abroad, the US has made clear that it has no interest in giving up its position as global hegemon. This seemingly endless cycle of nationalism, jingoism, and reactionary politics on both sides of the Pacific suggests a downward spiral that could plausibly result in catastrophic military confrontation. Against Imperialism forcefully makes the case that workers and socially marginalized people in both the US and China must oppose our rulers’ claims that they have our best interests in mind as they ratchet up their rivalry. Rather, if we’re to avert nuclear calamity, we must oppose imperialism in all its forms, and regardless of its source and rhetoric. Through snapshots of China’s growing social movements—from its labor struggles to feminist campaigns, and more—Lin, Liu, Friedman, and Smith provide some of the building blocks we’ll need to construct a movement that centers international solidarity across borders.
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