In the early 14th century, a new weapon entered the arsenals of European armies. This first generation of black powder weapons put fear into the heart of the enemy and in 1453 Ottoman cannon succeeded in pummelling the once-impregnable walls of Constantinople. But cannons, which are both slow and cumbersome, were difficult to use and often proved inaccurate. The first handgonnes were the answer. Easily dismissed by later historians as nothing more than crude tubes that shot wildly inaccurate lead balls, more recent research has revealed the true accuracy of the medieval handgonne together with its penetrative power. This volume, complete with detailed illustrations and colour photographs of reconstructed handgonnes, reveals the true history of what could easily have been the most revolutionary weapon in history.This book will be a must for medieval enthusiasts and re-enactors.
In the late 19th century, the new nation-state of Italy was eager to join her European neighbours in creating an international empire, and her eyes turned toward Africa as a source of potential colonies. Securing a foothold in Eritrea on the Red Sea coast, the Italians quickly became embroiled in a shooting war with the Ethiopians. The war proved a disaster for the Italians, who suffered three major defeats against the forces of Emperor Menelik's army, including a horrendous massacre at Adowa, the largest defeat of a colonial army prior to World War I. This book looks at the campaign with an emphasis on the colourful uniforms worn by both sides.
Long after Rome fell to the Germanic tribes, its culture lived on in Constantinople, the glittering capital of the Byzantine Empire. For more than 1000 yeras (AD 330-1453) Byzantium was one of the most advanced and complex civilisations the world had ever seen. As the Mediterranean outlet for the silk route, its trade networks stretched from Scandinavia to Sri Lanka; its artists created sombre icons and brilliant gold mosaics; its scholarship served as a vital cultural bridge between the Muslim East and the Catholic West; and it fostered the Orthodox Christianity that is the faith of millions today. This book shows the innovative art that inspired French kings and Arab emirs. It includes a gazetteer of historic Byzantine sites and monuments that travellers can visit today in greece, Italty, Turkey and the Middle East. A chronology of Byzantine history and a list of emperors complete this ideal resource for the student, traveller or generally curious reader.
From the 1840s onward, United States military forces clashed with the Apache, a group of Native American peoples associated with the southwestern part of North America. US territorial expansion and conflict – first with Mexico and then during the Civil War – led to an escalation of hostilities that culminated in the defeat of the Apache leader Geronimo in 1886, although fighting continued into the 20th century. In this study the clashes at Cieneguilla (1854), First Adobe Walls (1864), and Cibecue Creek (1881) are assessed in detail. Fully illustrated and featuring contemporary accounts and specially commissioned artwork, this history examines exactly how the Apache were able to pose such a grave threat to US forces and how their initial advantages were gradually negated by the cavalry. Examining the tactics, equipment and training available to each side over four decades of evolving conflict, this is an eye-opening combatant's eye view of one of history's most intriguing campaigns.
The Gunfight at the OK Corral on 26 October 1881 is one of the most enduring stories of the Old West. It led to a series of violent incidents that culminated in the Vendetta Ride, in which Wyatt Earp, Doc Holliday, and several other gunslingers went after their rivals the Cowboys. Like most tales of the Wild West, the facts are buried under layers of myth, and the line between good guys and bad guys is blurry. Wyatt Earp, leader of the so-called “good guys”, was charged with stealing horses in the Indian Territory in 1870 and jumped bail. Becoming a buffalo hunter and gambler, he got into several scrapes and earned a reputation as a gunfighter. Several times he helped lawmen arrest outlaws, but usually his assistance came more because of a personal grudge against the criminal than any real respect for law and order. He even got fired from a police job in Wichita for beating up a political rival.
It was the beginning of the end for the James gang. In the past ten years Frank and Jesse James had gone from unknown ex-Confederate guerrillas to the most famous outlaws in the world. A string of daring robberies of banks, trains, and stagecoaches had brought them fame, admiration, hatred, and a surprisingly small amount of wealth. In 1876 they planned their most daring raid yet-to ride hundreds of miles from their home state of Missouri to rob the First National Bank at Northfield, Minnesota. This book will tell the story of one of the most daring bank jobs in American history. With most of the gang being former bushwhackers, they used many guerrilla tactics in the planning and execution of the raid, yet failed because of poor discipline and their own fame, which meant that every town in the Midwest had their guns loaded waiting to fight off bandits.
In July 1863, with the Confederacy still reeling from the defeats at Vicksburg and Gettysburg, Union forces pushed deep into Arkansas, capturing the capital of Little Rock. In response, Colonel Joseph O. Shelby launched a daring raid to disrupt the advance. Taking 600 men and a section of light artillery, he slipped behind enemy lines. Moving by night to confuse the enemy, Shelby captured a series of small outposts, collecting weapons and recruits as he went. As they continued their ride, the rebels tore up railroad tracks, burned bridges, and cut telegraph lines. Despite these successes, the Union troops slowly closed in on the raiders. Shelby fought a series of bitter skirmishes, until he found himself surrounded. Unwilling to surrender, Shelby led a charge through the Federal lines, bursting out into the open country and onto the road back to the Confederacy. While the results of this raid are still debated by historians, no one has ever doubted its boldness, and west of the Mississippi it became common to boast, “You've heard of Jeb Stuart's ride around McClellan? Hell, brother, Jo Shelby rode around MISSOURI!”
Fifty of Cardiff City's most memorable games from across the club's historyFrom the thousands of matches ever played by Cardiff City, stretching from the club's Victorian foundation to the era of Malaysian ownership, here are the Bluebirds' most glorious, epochal, and thrilling games of all. Expertly presented in evocative historical context, and described incident-by-incident in atmospheric detail, this book offers a terrace ticket back in time, taking in everything from the famous FA Cup triumph of 1927 through great European nights to the two cup finals reached since the millennium. An irresistible cast list of club legends-John Charles and Brian Clark, Derek Tapscott, Phil Dwyer and Phil Stant-springs to life at wonderful moments such as promotion day against Leeds in 1952, and 1999's heroic 0-0 draw with eight men at Cambridge United. This journey through the highlights of City's history is guaranteed to make any fan's heart swell with pride.
The Law of U.S. Foreign Relations is a comprehensive and incisive discussion of the rules that govern the conduct of U.S. relations with foreign countries and international organizations, and the rules governing how international law applies within the U.S. legal system. Among other topics, this volume examines the constitutional and historical foundations of congressional, executive, and judicial authority in foreign affairs. This includes the constitutional tensions prevalent in legislative efforts to control executive diplomacy, as well as the ebb and flow of judicial engagement in transnational disputes - with the judiciary often serving as umpire but at times invoking doctrines of abstention. The process of U.S. adherence to treaties and other international agreements is closely scrutinized as the authors examine how such law, as well as customary international law and the law-making acts of international organizations, can become a source of U.S. law. Individual chapters focus on the special challenges posed by the exercise of war powers by the federal government (including during recent incidents of international armed conflict), the complex role of the several states in foreign affairs, and the imperative to protect individual rights in the transnational sphere. Among the contemporary issues discussed are the immunity of foreign heads of State, treatment of detainees at Guantánamo, movement of the U.S. Embassy in Israel to Jerusalem, state-level foreign compacts to address climate change, bans affecting refugees and asylum-seekers, and recent interpretations of key statutes, such as the Alien Tort Statute, the Torture Victim Protection Act, and the Foreign Sovereign Immunities Act.
A history of the twentieth-century Royal Air Force training programme as told by the men who lived it. The RAF Halton Apprenticeship Scheme has a deserved reputation for excellence. The brainchild of MRAF Hugh Trenchard, the founder of the Royal Air Force, it took the “traditional” idea of an apprenticeship and interpreted it in a novel way. It allowed teenage boys from any social background or geography to learn a technical trade that would equip them for their future lives, within and beyond the RAF. It also gave the best an opportunity to become pilots and break into the once public-school-dominated officer class. Of the 50,000 boys trained as apprentices, seventeen won the Sword of Honour at Cranwell, and more than 1,200 were commissioned with 110 achieving Air Rank. Eighteen have been knighted, with well over 1,000 others being honoured at various levels of state. More than a hundred Halton Boys served as pilots in the Battle of Britain (and many more as airframe/engine fitters and armourers), including former Olympic hurdler Don Finlay. Others like Gerry Blacklock and Pat Connolly flew bombers on perilous missions over Western Europe or took part in the famous “Dams” Raid. Then there were the three men murdered for their part in the Great Escape, and those who battled and survived years as prisoners of the Japanese in the Far East. In the jet era, ex-apprentice Graham Hulse became an “ace” in Korea, serving with an American fighter squadron, and Mike Hines went on to become OC 617 Squadron after having first flown operations during the Suez crisis. Others like Charles Owen became a pioneer commercial jet pilot, and Peter Goodwin had the misfortune of being captured in the first Gulf War and used as a human shield. Some forged successful careers beyond the RAF, like Lawrie Haynes, who was on the main board at Rolls-Royce and is now chairman of the Board of Trustees of the Royal Air Force Benevolent Fund, and Eugene Borysuik—one of the many Polish apprentices trained at Halton, who enjoyed a successful career at GEC. And there were many others beyond air and ground crew including policemen, government officials and even bishops whose careers started with the Halton family. This is the story of Halton told through and by the boys who were there and who are still proud to be called “Trenchard Brats.”
Riverdale’s resident jock gets the spotlight in this special one-shot where everything’s Moose! Stories by Sean Ryan, Ryan Cady and Gorf with art by Cory Smith, Thomas Pitilli and Wilfredo Torres!
Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring phylogenies of sequences from different organisms. This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis. Written by an interdisciplinary team of authors, it aims to be accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time present the state-of-the-art in this new and highly important field.
This monograph considers the application of general rules of international law to islands, as well as special rules focused on islands, notably Article 121 of the UN Convention on the Law of the Sea. Such rules have been applied in several landmark cases in recent years, including the International Court of Justice’s judgments in Territorial and Maritime Dispute (Nicaragua v. Colombia), and arbitral awards in the Chagos Marine Protected Area Arbitration (Mauritius v. United Kingdom) and the South China Sea Arbitration (Philippines v. China). Among other things, this monograph explores: the legal concepts of “islands”, “rocks” and “low-tide elevations”; methods of securing sovereignty over and the maritime zones generated by islands; islands and historic titles, bays and rights; problems of delimitation in the presence of islands; legal issues arising from changes in islands over time (notably from climate change); and contemporary techniques for resolving disputes over islands.
This title, first published in 1981, draws from an extensive range of national and local material, and examines how innovations in policy and administration, while solving problems or setting new objectives, frequently created or disclosed fresh difficulties, and brought different types of people into the administration and management of prisons, whose interests, values and expectations in turn often had significant effects upon penal ideas and their practical applications. Special attention has been paid to the study of recruitment, the work and influence of gaolers, keepers, governors, and highly administrative officials. This comprehensive book will be of interest to students of criminology and history.
Untangle the jargon and understand how you're involved in everyday economics If you want to get to grips with the basics of economics and understand a subject that affects British citizens on a daily basis, then look no further than Economics For Dummies. This easy to understand guide takes you through the world of economics from understanding micro- and macroeconomics to demystifying complex topics such as capitalism and recession. This updated edition walks you through the history, principles and theories of economics as well as breaking down all the complicated terminology, leaving you clued up on economics in no time. Getting to grips – explore the science of economics and how people deal with scarcity Keeping an eye on it – learn all about macroeconomics and how economists keep track of everything Watch patterns emerge – understand why monitoring consumer behaviour is vital and all you need to know about microeconomics Your recession guide – expert advice on recessions and a detailed look at why they occur Open the book and find: Why you should care about economics and how it affects you Tools to help you understand a recession A guide to seductive economic fallacies All you need to know on monetary and fiscal policies How supply and demand can be made easy Why it's vital to track consumer choices An in-depth look at a profit-maximising firm and the core of capitalism Guidance on property rights and wrongs Learn to: Look through economic history and spot the trends Understand micro- and macroeconomics Get to grips with consumer behaviour and its influence on the economy Spot the signs of a recession and see how economic decisions affect you
Today there is a bewildering diversity of views on ecology and the natural environment. With more than two hundred distinct and valuable perspectives on the natural world—and with scientists, economists, ethicists, activists, philosophers, and others often taking completely different stances on the issues—how can we come to agreement to solve our toughest environmental problems? In response to this pressing need, Integral Ecology unites valuable insights from multiple perspectives into a comprehensive theoretical framework—one that can be put to use right now. The framework is based on Integral Theory, as well as Ken Wilber’s AQAL model, and is the result of over a decade of research exploring the myriad perspectives on ecology available to us today and their respective methodologies. Dozens of real-life applications and examples of this framework currently in use are examined, including three in-depth case studies: work with marine fisheries in Hawai’i, strategies of eco-activists to protect Canada’s Great Bear Rainforest, and a study of community development in El Salvador. In addition, eighteen personal practices of transformation are provided for you to increase your own integral ecological awareness. Integral Ecology provides the most sophisticated application and extension of Integral Theory available today, and as such it serves as a template for any truly integral effort.
With recent upheavals in the Middle East and North Africa, the eighth edition of The Government and Politics of the Middle East and North Africa has been thoroughly revised to provide a necessary, comprehensive and current examination of the domestic politics and foreign policies of this crucial region. A newly expanded introduction provides students with a comparative and thematic overview of the region, from its political regimes and electoral institutions to its economic and social concerns. Each chapter, written by an invited specialist, uses a common framework to explore the historical background, social and political environment, political structure and dynamics, and foreign policy of a country. Chapters are augmented by a country map, a box providing key facts, and an annotated bibliography summarizing the major literature. The eighth edition provides vital new considerations of the aftermath of the Arab Spring, the ongoing sectarian violence and rise of ISIS, and the growth of social forces like youth movements and women's rights groups. In addition, the inclusion of six new contributors brings fresh perspectives, ensuring that The Government and Politics of the Middle East and North Africa remains an essential guide to the region's political landscape.
This book revisits the tradition of Western religious cinema in light of scholarship on St. Paul’s political theology. The book’s subtitle derives from the account in the Book of Acts that St. Paul was temporarily blinded in the wake of his conversion on the road to Damascus. In imitation of Paul, the films on which Sean Desilets’s analysis hinges (including those of Carl-Th. Dreyer, Robert Bresson, Pier Paolo Pasolini, and Carlos Reygadas) place a god-blind mechanism, the camera, between themselves and the divine. Desilets calls the posture they adopt "hermeneutic humility": hermeneutic in that it interprets the world, but humble in that it pays particular—even obsessive—attention to its own limits. Though these films may not consciously reflect Pauline theology, Desilets argues that they participate in a messianic-hermeneutic tradition that runs from Paul through St. Augustine, Blaise Pascal, Karl Barth, and Walter Benjamin, and which contributes significantly to contemporary discussions in poststructuralist literary theory, political theology, and religious studies. Desilets’s insightful explication of Jean-Luc Nancy’s deconstruction of Christianity and Georgio Agamben’s recent work on religion makes a substantial contribution to film philosophy and emerging critical trends in the study of religion and film. This book puts forward a nuanced theoretical framework that will be useful for film scholars, students of contemporary political theology, and scholars interested in the intersections of religion and media.
Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific literature, emails, enterprise documents, and social media such as blog articles, forum posts, product reviews, and tweets. This has led to an increasing demand for powerful software tools to help people analyze and manage vast amounts of text data effectively and efficiently. Unlike data generated by a computer system or sensors, text data are usually generated directly by humans, and are accompanied by semantically rich content. As such, text data are especially valuable for discovering knowledge about human opinions and preferences, in addition to many other kinds of knowledge that we encode in text. In contrast to structured data, which conform to well-defined schemas (thus are relatively easy for computers to handle), text has less explicit structure, requiring computer processing toward understanding of the content encoded in text. The current technology of natural language processing has not yet reached a point to enable a computer to precisely understand natural language text, but a wide range of statistical and heuristic approaches to analysis and management of text data have been developed over the past few decades. They are usually very robust and can be applied to analyze and manage text data in any natural language, and about any topic. This book provides a systematic introduction to all these approaches, with an emphasis on covering the most useful knowledge and skills required to build a variety of practically useful text information systems. The focus is on text mining applications that can help users analyze patterns in text data to extract and reveal useful knowledge. Information retrieval systems, including search engines and recommender systems, are also covered as supporting technology for text mining applications. The book covers the major concepts, techniques, and ideas in text data mining and information retrieval from a practical viewpoint, and includes many hands-on exercises designed with a companion software toolkit (i.e., MeTA) to help readers learn how to apply techniques of text mining and information retrieval to real-world text data and how to experiment with and improve some of the algorithms for interesting application tasks. The book can be used as a textbook for a computer science undergraduate course or a reference book for practitioners working on relevant problems in analyzing and managing text data.
Neonatal Formulary provides comprehensive guidance on the safe use of the drugs prescribed during pregnancy and commonly given to babies during labour and delivery, as well as during lactation and the first year of life. Treating the journey from pregnancy to parenthood as a continuous event, the new edition contains updated information on how the drugs affect both mother and baby. The first part of the book focuses on drug storage, drug licensing, and drug prescribing. In addition, it explains to why the metabolism of drugs differs in premature and sick infants, and why the practice of extrapolating doses from adult studies is unsafe. Patient safety, excipients, and therapies that affect drugs are also covered. Part 2 consists of monographs for over 250 drugs that may find use in the neonatal unit, and possibly outside it. Each monograph is divided into sections covering use, pharmacology, treatment, drug interactions or other administration, information, supply and administration, and references. The monographs are evidence-based and include links to the Cochrane Database of Systematic Reviews, and national guidelines. The third part presents information on additional drugs, and groups of drugs, that are often taken by mothers during pregnancy, labour, or during breast feeding. The drugs discussed in this section all affect the foetus or infant. Containing far more detail than is available in the British National Formulary for Children, and with additional online material featuring updates related to specific drugs and dosing, Neonatal Formulary is an essential guide for neonatologists, neonatal nurses, hospital pharmacists, obstetric staff, advanced nurse practitioners and for all health care professionals caring for pregnant women and their infants in the first year of life.
Neonatal Formulary is a unique publication that provides comprehensive guidance on the safe use of all the drugs prescribed during pregnancy and commonly given to babies during labour, delivery, and the first year of life. This new edition provides improved and detailed coverage of the many drugs that are given to women during pregnancy and during lactation where the baby's welfare must be borne in mind as well as that of the mother. Thus the whole 'pregnancy through to parenthood' journey is treated as a continuous event with information about drug use and the effects of drugs at all stages of the development from fetus to infant. Containing far more detail than is available in the British National Formulary for Children and with a companion website featuring updates related to specific drugs and dosing, Neonatal Formulary is an essential guide for neonatologists, neonatal nurses, hospital pharmacists, obstetric staff, advanced nurse practitioners and for all health care professionals caring for pregnant women and their infants in the first year of life. This title is also available as a mobile App from MedHand Mobile Libraries. Buy it now from iTunes, Google Play or the MedHand Store.
Exercises and Solutions in Statistical Theory helps students and scientists obtain an in-depth understanding of statistical theory by working on and reviewing solutions to interesting and challenging exercises of practical importance. Unlike similar books, this text incorporates many exercises that apply to real-world settings and provides much more thorough solutions. The exercises and selected detailed solutions cover from basic probability theory through to the theory of statistical inference. Many of the exercises deal with important, real-life scenarios in areas such as medicine, epidemiology, actuarial science, social science, engineering, physics, chemistry, biology, environmental health, and sports. Several exercises illustrate the utility of study design strategies, sampling from finite populations, maximum likelihood, asymptotic theory, latent class analysis, conditional inference, regression analysis, generalized linear models, Bayesian analysis, and other statistical topics. The book also contains references to published books and articles that offer more information about the statistical concepts. Designed as a supplement for advanced undergraduate and graduate courses, this text is a valuable source of classroom examples, homework problems, and examination questions. It is also useful for scientists interested in enhancing or refreshing their theoretical statistical skills. The book improves readers’ comprehension of the principles of statistical theory and helps them see how the principles can be used in practice. By mastering the theoretical statistical strategies necessary to solve the exercises, readers will be prepared to successfully study even higher-level statistical theory.
Based on comparative historical analyses of Iran, Jordan, and Kuwait, Sean L. Yom examines the foreign interventions, coalitional choices, and state outcomes that made the political regimes of the modern Middle East. A key text for foreign policy scholars, From Resilience to Revolution shows how outside interference can corrupt the most basic choices of governance: who to reward, who to punish, who to compensate, and who to manipulate. As colonial rule dissolved in the 1930s and 1950s, Middle Eastern autocrats constructed new political states to solidify their reigns, with varying results. Why did equally ambitious authoritarians meet such unequal fates? Yom ties the durability of Middle Eastern regimes to their geopolitical origins. At the dawn of the postcolonial era, many autocratic states had little support from their people and struggled to overcome widespread opposition. When foreign powers intervened to bolster these regimes, they unwittingly sabotaged the prospects for long-term stability by discouraging leaders from reaching out to their people and bargaining for mass support—early coalitional decisions that created repressive institutions and planted the seeds for future unrest. Only when they were secluded from larger geopolitical machinations did Middle Eastern regimes come to grips with their weaknesses and build broader coalitions.
The explosive debut novel from the brilliant Sean Cregan - THE LEVELS is a dark, urban gothic thriller guaranteed to appeal fans of Child, Coben, Billingham and Kernick.On the outskirts of Newport, on the US East Coast, lies an abandoned, feral housing project: the Levels. Inhabited by Newport's forgotten homeless population, the Levels are run as a personal fiefdom by the all-powerful Sorrow.As THE LEVELS opens, ex-CIA agent Nate Turner, who is in the Levels to find out who has just tried to kill him, meets a 14-year-old girl Ghost. Ghost is a Fury, one of Sorrow's trained, drug-addicted assassins looking for a way back to her normal life.Also in the Levels is Kate, a suspended cop, who has been told that she has only days to live after being attacked, and infected, by the Beast, a serial killer working the streets. The Beast is out for revenge on Kate's new employer, who he believes created the infection that's killing him, an infection that has also been released into the Levels.Now Ghost is trying to escape Sorrow, Kate is looking for the Beast and Turner is looking for answers. One thing's for sure, some people aren't going to survive the fallout...
Beginning with the punishment systems of the ancient world, Sean O'Toole investigates the birth of the modern prison, the transportation process, the convict era and finally the creation of Australia’s various State and Territory prisons and community corrections systems.
KYLIE is a major new biography, telling the life story of Kylie Minogue, a true pop icon, now back on our screens in hit show The Voice. Everybody loves Kylie. No popular figure in modern culture deserves the description 'iconic' more than the star whose name alone evokes more than twenty-five years of memories. KYLIE charts the incredible journey of a complex and misunderstood woman from the suburbs of Melbourne, who was never the girl next door. She captured our hearts as Charlene Mitchell in Neighboursbefore rising to her position today as a member of music royalty. She is more popular than ever thanks to her acclaimed role as a judge on The Voice. Her phenomenal success was threatened in 2005, when she was diagnosed with breast cancer. The world held its breath as she braved surgery and chemotherapy before she was given the all clear. Her honesty and dignity throughout gained her universal respect and improved awareness of the disease among young women - the Kylie Effect. KYLIE is the essential book for those wanting to learn more about how she has continually reinvented herself - as teen actress, chart star, creative musician, sex goddess, gay icon, style queen and female role model. It reveals her true loves, the men who have brought her disappointment and those that have helped her achieve the status of most popular female icon of our times. KYLIE is an inspirational celebration of a star we should never take for granted.
Have you ever wondered why someone snaps? Just lose it mentally? Forensic experts conduct investigations to answer these very questions. Sometimes there are glaring reasons and sometimes there are not. Most would never understand the depth of the mental suffering of the person in question. This of course doesn’t absolve the person from any dastardly deeds. The mind of the individual may reach a fork in the road. That mind could either take the right fork to commit suicide or take the left fork and kill those who have perpetrated the most grievous harm towards them. Or further still, they could just keep going straight and suffer horribly, dying a little every day. Did anyone know of their mental suffering? Did he or she try to obtain mental health care? But there was no one and no one cared or helped. I suppose you wonder why and how that I could possibly speculate? Please read on...
Study for the Project Management Professional (PMP®) Examination with this essential aid in your study program. It contains over 400 realistic multiple choice practice questions, answers, and explanations. PMP® Examination Practice Questions is organized into two useful parts. The first comprises all the questions, organized in chapters by topic, allowing you to simulate the actual test. The second part not only gives the answers, but also comments on the incorrect answers, providing additional insight and helping you formulate your test-taking strategy. What You'll Learn See Q&As to over 400 realistic practice questions and answers Discover all the formulas needed to pass the exam Use the first part to simulate testing Use the second part as a study guide to understand why an answer is correct or not Who This Book Is For divThose with project management experience and some IT experience who are ready to study for and take the PMP exam.
Over 85 recipes to help you complete real-world data science projects in R and Python About This Book Tackle every step in the data science pipeline and use it to acquire, clean, analyze, and visualize your data Get beyond the theory and implement real-world projects in data science using R and Python Easy-to-follow recipes will help you understand and implement the numerical computing concepts Who This Book Is For If you are an aspiring data scientist who wants to learn data science and numerical programming concepts through hands-on, real-world project examples, this is the book for you. Whether you are brand new to data science or you are a seasoned expert, you will benefit from learning about the structure of real-world data science projects and the programming examples in R and Python. What You Will Learn Learn and understand the installation procedure and environment required for R and Python on various platforms Prepare data for analysis by implement various data science concepts such as acquisition, cleaning and munging through R and Python Build a predictive model and an exploratory model Analyze the results of your model and create reports on the acquired data Build various tree-based methods and Build random forest In Detail As increasing amounts of data are generated each year, the need to analyze and create value out of it is more important than ever. Companies that know what to do with their data and how to do it well will have a competitive advantage over companies that don't. Because of this, there will be an increasing demand for people that possess both the analytical and technical abilities to extract valuable insights from data and create valuable solutions that put those insights to use. Starting with the basics, this book covers how to set up your numerical programming environment, introduces you to the data science pipeline, and guides you through several data projects in a step-by-step format. By sequentially working through the steps in each chapter, you will quickly familiarize yourself with the process and learn how to apply it to a variety of situations with examples using the two most popular programming languages for data analysis—R and Python. Style and approach This step-by-step guide to data science is full of hands-on examples of real-world data science tasks. Each recipe focuses on a particular task involved in the data science pipeline, ranging from readying the dataset to analytics and visualization
Dozens of real-life applications and examples of this framework currently in use are examined, including three in-depth cases studies: work with marine fisheries in Hawai'i, strategies of eco-activists to protect Canada's Great Bear Rainforest, and a study of community development in El Salvador. In addition, eighteen personal practices of transformation are provided for you to increase your own integral ecological awareness."--Jacket.
Phoenix and surrounding towns, Scottsdale, Mesa, and Tempe, make up the Valley of the Sun. This sunny guide details those towns, the mix of Native American arts, architecture of Frank Lloyd Wright, acres of golf, as well as day trips. Maps. Photos.
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