Master the robust features of R parallel programming to accelerate your data science computations About This Book Create R programs that exploit the computational capability of your cloud platforms and computers to the fullest Become an expert in writing the most efficient and highest performance parallel algorithms in R Get to grips with the concept of parallelism to accelerate your existing R programs Who This Book Is For This book is for R programmers who want to step beyond its inherent single-threaded and restricted memory limitations and learn how to implement highly accelerated and scalable algorithms that are a necessity for the performant processing of Big Data. No previous knowledge of parallelism is required. This book also provides for the more advanced technical programmer seeking to go beyond high level parallel frameworks. What You Will Learn Create and structure efficient load-balanced parallel computation in R, using R's built-in parallel package Deploy and utilize cloud-based parallel infrastructure from R, including launching a distributed computation on Hadoop running on Amazon Web Services (AWS) Get accustomed to parallel efficiency, and apply simple techniques to benchmark, measure speed and target improvement in your own code Develop complex parallel processing algorithms with the standard Message Passing Interface (MPI) using RMPI, pbdMPI, and SPRINT packages Build and extend a parallel R package (SPRINT) with your own MPI-based routines Implement accelerated numerical functions in R utilizing the vector processing capability of your Graphics Processing Unit (GPU) with OpenCL Understand parallel programming pitfalls, such as deadlock and numerical instability, and the approaches to handle and avoid them Build a task farm master-worker, spatial grid, and hybrid parallel R programs In Detail R is one of the most popular programming languages used in data science. Applying R to big data and complex analytic tasks requires the harnessing of scalable compute resources. Mastering Parallel Programming with R presents a comprehensive and practical treatise on how to build highly scalable and efficient algorithms in R. It will teach you a variety of parallelization techniques, from simple use of R's built-in parallel package versions of lapply(), to high-level AWS cloud-based Hadoop and Apache Spark frameworks. It will also teach you low level scalable parallel programming using RMPI and pbdMPI for message passing, applicable to clusters and supercomputers, and how to exploit thousand-fold simple processor GPUs through ROpenCL. By the end of the book, you will understand the factors that influence parallel efficiency, including assessing code performance and implementing load balancing; pitfalls to avoid, including deadlock and numerical instability issues; how to structure your code and data for the most appropriate type of parallelism for your problem domain; and how to extract the maximum performance from your R code running on a variety of computer systems. Style and approach This book leads you chapter by chapter from the easy to more complex forms of parallelism. The author's insights are presented through clear practical examples applied to a range of different problems, with comprehensive reference information for each of the R packages employed. The book can be read from start to finish, or by dipping in chapter by chapter, as each chapter describes a specific parallel approach and technology, so can be read as a standalone.
Thousands of businesses, large and small, fail every year. According to The Writing on the Wall most instances of business failure begin with early warning signs of trouble, which are clearly discernible, provided we know where to look and what to look for. Targeted at managers and business owners who want to avoid the mistakes made by many businesses, this book highlights the common pitfalls that lead to business failure, and aims to assist readers to identify where their business may be off track and provide advice on what they can do about it before it\'s too late. Author Dr Terence Sheppard is a management consultant with over 25 years experience in lecturing, consulting and business management.
In this vibrant and dynamic book-length study drawing on a broad tapestry of research, Terence McSweeney offers an exploration of The Hurt Locker (2009), its stylistic and narrative devices, its cultural impact, its reception, and its relationship to the genre of the war film. McSweeney places the film in a richly textured historical, political, and industrial context, arguing that The Hurt Locker is part of a long tradition of films about American wars that play a considerable role in how audiences come to understand the conflicts that they depict. Thus, films about a nation’s wars are never “only a movie” but rather should be considered a cultural battleground themselves on which a war of representation is waged.
The Derivatives Sourcebook is a citation study and classification system that organizes the many strands of the derivatives literature and assigns each citation to a category. Over 1800 research articles are collected and organized into a simple web-based searchable database. We have also included the 1997 Nobel lectures of Robert Merton and Myron Scholes as a backdrop to this literature.
This readable and concise research-based book discusses seven simple rules that will help businesses and individuals improve their customer satisfaction and workplace environments – and make the world a little better and more pleasant. An author team with extensive cross-sector experience provides a foundation that will help improve customer service no matter the type of organization or situation, allowing customization according to industry standards and expectations. Although the basic steps are simple – going all the way back to preschool and kindergarten – they can have a significant positive impact on customer service and on basic human interaction. If an employee follows these simple steps, not only will relationships with customers improve, but so will relationships with co-workers, increasing overall organizational satisfaction. Readers who adopt the principles in this book may find that their personal relationships improve as well. The primary audience of this work includes any business that desires to improve customer service. However, anyone who works with people will appreciate the conversational tone and specific illustrative examples in this clear and immediately actionable book.
This book examines the international growth and diversification of real estate advisory services in the United States, the United Kingdom, Germany and Japan since 1960. The book explains how successful firms develop competitive advantages in the global marketplace. An evaluation of forty prominent firms (ten from each country) provides a comparative reference for a detailed analysis of the growth and internationalization of four major real estate advisory service firms (one from each country). The firms have responded in many ways to changes in international real estate investment, and their fortunes have varied accordingly. The analysis provides factual evidence demonstrating growth strategies that enable a firm to become a successful real estate advisory service in today's global economy.
Arising from a research project funded by Danish International Development Assistance, Management and Change in Africa includes results of management surveys across 15 sub-Saharan countries and of organizational surveys taken across a range of sectors in South Africa, Kenya, Nigeria and Cameroon. It combines methodology, theory and case examples to explore thoroughly the influences on management in Africa and attempts to push the boundaries of cross-cultural theory. In doing so, it explores how much can be learned from studying both the successes and failures of African management towards realizing the potential of an African Renaissance and what the global community may learn from Africa.
This title provides real direction on organizational improvement initiatives. It includes sections on leadership, business infrastructure and new applications to key strategic areas of the business.
The book takes a cross-cultural approach to the study and practice of human resource management by examining the contributions of different cultures in interaction and discussing academic issues within the context of actual companies and real cultures. Each chapter provides real-life cases together with sample questions that will help readers to draw conclusions from the cases. Each chapter ends with a section on various management implications, together with a section providing useful pointers for students′ further research. International HRM will be recommended reading on courses in international management, international human resource management and cross-cultural management, for advanced undergraduates, postgraduates and MBA students.
A Pagan Guide to Coping with Depression Whether is it impacting you or a loved one, depression can be difficult to discuss or even acknowledge. Empty Cauldrons explores the isolating influence it can have and why many people resist professional help. With contributions from Pagan clergy, depression sufferers, and therapists, author Terence P Ward creates a picture of depression that draws upon both science and religion. He also shares his own experiences with this common affliction and the spiritual methods he has used for relief. Discover how to draw off miasma, appeal to the gods of the wind, purify yourself with sound, and host a traditional Hellenic ancestor feast. Learn about conducting shadow work, tending a depression shrine, keeping a dream journal, and much more. Throughout the book, Ward compassionately presents dozens of simple strategies for developing a polytheistic relationship with depression, seeking comfort, and rekindling hope. Includes a foreword by M. Macha Nightmare, priestess, witch, and cofounder of the reclaiming collective
From the author of Doing Business in Europe (SAGE, 2018), Gabriele Suder has teamed up with Sumati Varma based in India, and Terence Tsai from China to bring this comprehensive solution for Asian business teaching and learning. The book offers a highly productive mix of international business and marketing theory, and is packed with pedagogical tools to engage and develop understanding, including two full-length corporate case studies per chapter. This is a unique volume covering the most relevant topics of Asia-focused business and management practice spanning from cross-cultural management to supply chain resilience to market entry and expansion strategy, and much more. Specifically designed to meet the needs of Postgraduate, MBA and those taking part in Executive Education programmes, this exciting learning experience will prepare Asia′s leaders of the future.
The Criminally Insane is the largest scale in-depth follow-up study on mentally ill criminals yet to appear. This book challenges the assumption that inmates of maximum-security mental hospitals are extraordinarily violent and questions the necessity for maintaining maximum-security institutions which currently house some 15,000 persons in the United States. In 1971, 586 patients were released from a Pennsylvania maximum-security hospital for the criminally insane. They were not considered officially "cured," but a federal court held that their commitments had been unconstitutional. Through exhaustive examination of hospital and police records and interviews with hospital administrators and the subjects themselves, Thornberry and Jacoby assess the processes by which the patients had been retained in confinement, the impact of their release upon their communities, and their ability to adjust to the freedom of community life. The authors demonstrate that the patients did not display a significant level of violent behavior during confinement, nor did they pose a major threat to society after release. In fact, their social and psychological adjustment to community life is shown to have been comparable to that of non-criminal mental patients. Yet despite these findings the subjects had been retained in maximum-security confinement for an average of fourteen years because they were predicted to be violent and "dangerous" to society. The authors explain this inaccuracy by a process called "political prediction," in which clinicians avoid any potential risks to the community, the reputation of their hospitals, and their careers by consistently overpredicting dangerous behavior. The Criminally Insane will stimulate response from professionals in a wide variety of fields, including law, criminology, psychiatry, and sociology, and from anyone concerned with society's responsibility to the mentally ill offender.
When Alexander Bowman was elected in Belfast Corporation as Labour member in Duncairn in 1897, the very idea that he would still be remembered a century later for his relentless championing of the working class cause appeared unthinkable. Yet Bowman, a near penniless flaxdresser from a humble farming background, richly deserves his place in Irish political and labour history. Twelve years earlier in 1885, following his key role in the birth of organised trade unionism in Belfast, he had been the first working-class Irishman to seek a seat at Westminister. His subsequent support for Gladstone's Home Rule bill and the Dublin parliament which he believed offered the best hope of bringing together Irish people of all persuasions, attracted much criticism. Forced to leave Belfast in 1888, he found himself immersed in the embryonic socialist movements first in Glasgow and then in London. Returning with new ideas to the Belfast trade union fold in 1895, he won the Corporation seat two years later and in 1901 was elected President of the Irish Trade Union Congress. This biography, by his journalist great-grandson Terence Bowman, pays long-overdue tribute to a labour pioneer who, at great personal cost, dedicated his life sufficiently to the welfare of the working classes to earn their, and now our, respect as a People's Champion.
Singapore's rapid ascent from Third World to First since its independence in 1965 has won it acclaim as an 'economic miracle'. Economic success has been accompanied by impressive achievements in social development, as reflected in international rankings of human capital and human development.The city state's achievements are founded on a socio-economic system characterised by low tax rates, flexible labour markets, and individual 'self-reliance', with state support centred on social investment in education and public housing.Entering the 21st century, however, slowing economic growth, an ageing population, global competition, and widening income dispersion have put the Singapore System under strain. This has prompted a significant refresh of social and economic policies over the past 15-20 years.This book aims to bring the reader up to date on Singapore's socio-economic development in the first two decades of the 21st century. It looks back to the shifts in policy thinking that have accompanied structural changes to Singapore's society and economy, taking stock of the policy innovations aimed at sustaining income growth, economic security, and social mobility. It looks around to compare Singapore's approach to those of other countries facing similar challenges, situating Singapore's experience in the wider international discourse on public policy. Finally, it looks ahead to how the Singapore System may evolve in the years to come.
Dolphin Square - the large, imposing red brick building on the North bank of the Thames - was and is no ordinary block of flats. Created for MPs, peers and entertainers required to work in London, the Square was built on a massive scale to a high density in the mid-1930s. It was a pioneering example of concrete design, and when built was the largest single residential building in Europe. This book tells the story of the project and captures what it has been like to live in the square for figures including Sir Menzies Campbell, Alistair Darling, William Hague, Mo Mowlam, Sir David Steel, Christine Keeler, Sid James, Barbara Windsor and Princess Anne. Beginning with the antecedents of the seven-acre site, the book charts the square's changing ownership and eventual creation of the Dolphin Square Trust, which managed the flats on a non profit-making basis for 40 years. Its unique blend of quasi-charitable purpose and commercial management enabled long-standing tenants to enjoy below-market rentals before the Trust came under immense pressure to realise the value of the existing leases and sell them off in 2006 ... provide[s] a detailed examination of a major example of urban property speculation and management"--Publisher's description.
The Bill of Rights is one of the most important parts of the United States Constitution. Understanding this document is a vital part of understanding the rights we have as American citizens. This informative volume delves into each amendment of the Bill of Rights and looks at the important people and political decisions behind them. Graphic organizers, charts, and primary source documents supplement this already richly informational resource.
Today, organizations have achieved an overall failure rate above 80 percent with Lean, Six Sigma, Lean Six Sigma, and continuous improvement in general. This is certainly not due to a shortage of books, consultants, and other online resources about the methodologies and tools, or the success stories of Toyota and others. However, it is due to a shortage of knowledge and practice about the most critical success factors of improvement: leadership, sustaining infrastructure, behavioral and cultural transformation, and now emerging technology. These factors produce 90 percent of the success with continuous and sustainable improvement; the methodologies and tools represent an irrelevant 10 percent. For decades, most organizations have focused on this quick and easy, irrelevant 10 percent through an endless series of fad, in-vogue improvement programs as they attempt to mimic the best-in-class practices of the most successful organizations. Out of the Present Crisis: Rediscovering Improvement in the New Economy is the contemporary version of Deming’s famous 1982 book, "Out of the Crisis." The author builds a solid case for organizations to aggressively pursue the next generation of systematic and sustainable improvement through a combined strategy of Deming’s back-to-basics, innovation and breakthrough thinking, integration of emerging and enabling technology, and adaptive improvement across diverse environments and industries. The book’s practical, pragmatic style is backed up by many real world examples and personal experiences. If you're looking for another book about Lean or Six Sigma "tools" this is not it. But it is a book about how to achieve lasting success by making improvement the cultural standard of excellence and living code of conduct in organizations. This popular book provides executives with an up-to-date and proven reference guide for rediscovering successful systematic and sustainable improvement in today’s economy. The author demonstrates the importance of viewing improvement as a continuous manageable "process" and covers the most critical success factors of leadership, sustaining infrastructure, behavioral and cultural transformation, and emerging technology in a practical, no-nonsense, "how-to-do" style. The book provides specific guidance for all industries including public and private corporations, hospitals, financial services, airlines, municipalities, and federal, state, and local governments.
The son of Oregon pioneers, Walter D. Pugh spent his career as an architect building landmarks throughout his home state. From designing the Thomas Kay Woolen Mill and supervising the installation of the state capitol dome in Salem to drawing the plans for the Crook County Courthouse in Prineville, Pugh had a hand in a wide variety of buildings. In less than twenty-five years, he worked on more than one hundred projects before fading into obscurity. Many of these structures are still standing, a testament to his skill even after his contributions have been all but forgotten. Join author and historian Terence Emmons as he explores the life and legacy of one of Oregon's foremost architects.
It’s time to rip up the rulebook on leadership. The future belongs to a mindset that is wired differently. In "The Leader’s Mindset: How To Win In The Age of Disruption," Terence Mauri takes you on a deep dive into the hearts and minds of visionaries, risk takers, and pioneers who pursue moonshots, the revolutionary ideas that rewrite how business is done. The advantages are huge for anyone who can tap the genius of the leader’s mindset: purpose, energy, and the courage to think big. Wherever you are, this clever guide is the missing link for a new way of thinking.
Although man's environment, from the interstellar dust to the earth beneath his feet, is composed to a large extent of finely divided material, his knowledge of the propert ies of such materials is surprisingly slight. For many years the scientist has accepted that matter may exist as solids, liquids or gases although the dividing line between the states may often be rather blurred; this classification has been upset by powders, which at rest are solids, when aerated may behave as liquids, and when suspended in gases take on some of the properties of gases. It is now widely recognized that powder technology is a field of study in its own right. The industrial applications of this new science are far reaching. The size of fine particles affects the properties of a powder in many important ways. For example, it determines the setting time of cement, the hiding power of pigments and the activity of chemical catalysts; the taste of food, the potency of drugs and the sintering shrink age of metallurgical powders are also strongly affected by the size of the particles of which the powder is made up. Particle size measurement is to powder technology as thermometry is to the study of heat and is in the same state of flux as thermometry was in its early days. Only in the case of a sphere can the size of a particle be completely described by one number.
There have always been propagandists, some extremely skilled, but the continuing, institutionalized, large-scale attempt at mass political persuasion is a modern phenomenon, not fully developed before the First World War. The study of propaganda is even more recent for, apart from a few pioneering works at the turn of the present century, very little was written before 1930. Professor Qualter discusses the historical development and use, up to and including the Cold War era, of the deliberate attempts by political groups to use propaganda to “form, control, or alter the attitudes of other groups.”
Organisations continually use integrated marketing communications to achieve a competitive advantage and meet their marketing objectives. This 5th edition of Integrated Marketing Communications emphasises digital and interactive marketing, the most dynamic and crucial components to a successful IMC campaign today. Incorporating the most up-to-date theories and practice, this text clearly explains and demonstrates how to best select and co-ordinate all of a brand's marketing communications elements to effectively engage the target market. Chapters adopt an integrative approach to examine marketing communications from both a consumer's and marketer's perspective. With a new chapter on digital and social marketing addressing the development of interactive media in IMC and new IMC profiles featuring Australian marketer's, along with a wide range of local and global examples including: Spotify, Pandora, Snapchat, Palace Cinemas, Woolworths, KFC, Old Spice, Telstra, Colgate and QANTAS, this text has never been so relevant for students studying IMC today. Unique to the text, is a series of new student and instructor IMC videos showing students how key objectives in IMC theory are applied by real businesses.
This book contains a selection of papers presented at a workshop on evolutionary computing sponsored by the Society for the Study of Artificial Intelligence and Simulation of Behaviour, AISB, at the University of Sussex in Brighton, UK, in April 1996. The 22 revised full papers included in the book, together with one invited contribution, were carefully reviewed by the program committee. Twelve contributions investigate applications of evolutionary computing in various areas, such as learning, scheduling, searching, genetic programming, image processing, and robotics. Eleven papers are devoted to evolutionary computing theory and techniques.
Terence Young exposes the pharmaceutical industry secrets and cultural myths that thwart our safe use of prescription drugs.... Everyone should read it before their next visit to a doctor. — DR. NANCY OLIVIERI, MD, physician and professor When it comes to drug safety, Big Pharma holds all the power, and it’s time for patients to take it back. Tens of millions of patients in North America take prescription drugs, but the safety of these drugs is often based on medical myths. We are led to believe that if a medication isn’t safe, the government would never allow it on the market and that doctors would never prescribe a drug that isn’t proven effective. Who controls these narratives? And do they always have the best interests of patients in mind? In an in-depth study of the enormous influence the pharmaceutical industry has over our health, drug safety advocate Terence Young explores how those with the most to gain financially are also those who wield all the power in health care — and withhold the knowledge that is critical to the safety of patients. Forbidden Knowledge reveals the truth you need to know about prescription drugs and what to do about it. It will empower you to partner with your doctor to talk openly and plainly about medications to help avoid serious adverse drug reactions. This is your survival guide to Big Pharma.
An A-to-Z reference to writers of the New York School, including John Ashbery, who is often considered America's greatest living poet. Examines significant movements in literary history and its development through the years.
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