Interested in what SAP S/4HANA has to offer? Find out with this big-picture guide! Take a tour of SAP S/4HANA functionality for your key lines of business: finance, manufacturing, supply chain, sales, and more. Preview SAP S/4HANA's architecture, and discover your options for reporting, extensions, and adoption. With insights into the latest intelligent technologies, this is your all-in-one SAP S/4HANA starting point!"--
Cut through the noise and get real results with a step-by-step approach to data science Key Features Ideal for the data science beginner who is getting started for the first time A data science tutorial with step-by-step exercises and activities that help build key skills Structured to let you progress at your own pace, on your own terms Use your physical print copy to redeem free access to the online interactive edition Book DescriptionYou already know you want to learn data science, and a smarter way to learn data science is to learn by doing. The Data Science Workshop focuses on building up your practical skills so that you can understand how to develop simple machine learning models in Python or even build an advanced model for detecting potential bank frauds with effective modern data science. You'll learn from real examples that lead to real results. Throughout The Data Science Workshop, you'll take an engaging step-by-step approach to understanding data science. You won't have to sit through any unnecessary theory. If you're short on time you can jump into a single exercise each day or spend an entire weekend training a model using sci-kit learn. It's your choice. Learning on your terms, you'll build up and reinforce key skills in a way that feels rewarding. Every physical print copy of The Data Science Workshop unlocks access to the interactive edition. With videos detailing all exercises and activities, you'll always have a guided solution. You can also benchmark yourself against assessments, track progress, and receive content updates. You'll even earn a secure credential that you can share and verify online upon completion. It's a premium learning experience that's included with your printed copy. To redeem, follow the instructions located at the start of your data science book. Fast-paced and direct, The Data Science Workshop is the ideal companion for data science beginners. You'll learn about machine learning algorithms like a data scientist, learning along the way. This process means that you'll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead.What you will learn Find out the key differences between supervised and unsupervised learning Manipulate and analyze data using scikit-learn and pandas libraries Learn about different algorithms such as regression, classification, and clustering Discover advanced techniques to improve model ensembling and accuracy Speed up the process of creating new features with automated feature tool Simplify machine learning using open source Python packages Who this book is forOur goal at Packt is to help you be successful, in whatever it is you choose to do. The Data Science Workshop is an ideal data science tutorial for the data science beginner who is just getting started. Pick up a Workshop today and let Packt help you develop skills that stick with you for life.
Gain expert guidance on how to successfully develop machine learning models in Python and build your own unique data platforms Key FeaturesGain a full understanding of the model production and deployment processBuild your first machine learning model in just five minutes and get a hands-on machine learning experienceUnderstand how to deal with common challenges in data science projectsBook Description Where there’s data, there’s insight. With so much data being generated, there is immense scope to extract meaningful information that’ll boost business productivity and profitability. By learning to convert raw data into game-changing insights, you’ll open new career paths and opportunities. The Data Science Workshop begins by introducing different types of projects and showing you how to incorporate machine learning algorithms in them. You’ll learn to select a relevant metric and even assess the performance of your model. To tune the hyperparameters of an algorithm and improve its accuracy, you’ll get hands-on with approaches such as grid search and random search. Next, you’ll learn dimensionality reduction techniques to easily handle many variables at once, before exploring how to use model ensembling techniques and create new features to enhance model performance. In a bid to help you automatically create new features that improve your model, the book demonstrates how to use the automated feature engineering tool. You’ll also understand how to use the orchestration and scheduling workflow to deploy machine learning models in batch. By the end of this book, you’ll have the skills to start working on data science projects confidently. By the end of this book, you’ll have the skills to start working on data science projects confidently. What you will learnExplore the key differences between supervised learning and unsupervised learningManipulate and analyze data using scikit-learn and pandas librariesUnderstand key concepts such as regression, classification, and clusteringDiscover advanced techniques to improve the accuracy of your modelUnderstand how to speed up the process of adding new featuresSimplify your machine learning workflow for productionWho this book is for This is one of the most useful data science books for aspiring data analysts, data scientists, database engineers, and business analysts. It is aimed at those who want to kick-start their careers in data science by quickly learning data science techniques without going through all the mathematics behind machine learning algorithms. Basic knowledge of the Python programming language will help you easily grasp the concepts explained in this book.
Is there a unifying solution to myriad physical laws of Nature that govern the Universe? String theory represents the closest yet to such a unifying solution. However, after 20 years string theory has been unable to predict the physical constants of Nature and still has not provided the answer to quantum gravity. Recent strong evidence for the presence of a newly discovered energy, which affects the entire Universe may be the first clue to an as yet unlocked scientific paradigm. Dr Worsley argues forcibly that the answer to this paradigm opens a new window on the truly unified nature of the Universe. The arguments presented are clear concise and compelling.
This book is a must read for everyone interested in the future role and direction of science. It begins with the description of the new discoveries made at the turn of the previous century, which have culminated in the scientific knowledge we have today.The book then discusses the fundamental constants of Nature and how they inter-relate and why they may have come to be what they are. This second book compliments and adds a vast new tranche of knowledge to Book I of the series, but is at the same time entirely readable in its own right. As it chronicles the development of modern science it opens a new window on our undestanding of science at the most fundamental level of knowledge.
This book is an essential guide for anyone inquiring about the present and future place of science in mankind's culture. The subject is the the history and explanation of modern physics. Every so often science moves by large leaps, sometimes spurred by the realization that the commonly held beliefs of the day need revising.One such great change occurred at the turn of the twentieth century, when there was a revolution in modern scientific thinking. Here the genius and ironies behind those discoveries are described. This book has great clarity and removes the shrouds of mystery, which envelop one of contemporary science's greatest challenges. It finds answers to the deepest questions of modern phsyics and ultimately describes a unified design of the Universe, which has truth beauty and symmetry.
At last! A book that approaches public health nutrition in a scholarly, scientific and evidence based manner that at the same time delivers the practical competencies and skills required by the professional Public Health Nutritionist." Elizabeth Belton, Senior Lecturer, School of Life Sciences, The Robert Gordon University How can the nutritional health of populations be improved through action at local, national and global levels? The work of public health nutritionists is to bring population-wide perspectives to the relationship between food and health. Systematically drawing on international research, Public Health Nutrition brings leading international practitioners together to explore and explain the theoretical underpinnings and applied nature of the field of public health nutrition. With contributions from the UK, Europe, Australia and the USA, this textbook reflects a major new contribution to the field. The book is divided into the following four sections: Principles: presents a conceptual framework, guiding principles, solutions, responsibilities and outcome measures, philosophical and evidential dimensions, standards and dietary guidelines. Populations: explores groups for whom nutrition is especially relevant, providing analysis of the food and health relationship from physiological, social, cultural, political and economic perspectives. Priorities: examines key issues including vulnerable populations, obesity, indigenous nutrition, international nutrition, food system trends and sustainability. Practices: covers professional skills for public health practitioners including policy and politics, assessment of nutritional status, physical activity, research skills, project management, professional practice, health promotion and communication. Public Health Nutrition is an essential resource for public health practitioners, researchers and administrators, as well as students of nutrition, dietetics and public health.
The perfect gift for the diehard Leafs fan (is there any other?), this big and beautiful -- and official -- publication is bursting with fascinating Maple Leafs trivia and photos. The Toronto Maple Leafs Ultimate Book of Facts, Stats, and Stories is the definitive guide to everything you want to know about the Toronto Maple Leafs as they approach their centennial season. From the first puck drop in 1917 right up to the present day, it brings together the monumental games, the Stanley Cup wins, the blockbuster trades, and the many milestones in the club's celebrated history. This fully illustrated compendium includes a wealth of exhaustive information and unique stats--including a complete register of every player to have worn the famous sweater--as well as entertaining stories, fascinating trivia, and amazing photographs.
From the New York Times bestselling author of Churchill and Napoleon The last king of America, George III, has been ridiculed as a complete disaster who frittered away the colonies and went mad in his old age. The truth is much more nuanced and fascinating--and will completely change the way readers and historians view his reign and legacy. Most Americans dismiss George III as a buffoon--a heartless and terrible monarch with few, if any, redeeming qualities. The best-known modern interpretation of him is Jonathan Groff's preening, spitting, and pompous take in Hamilton, Lin-Manuel Miranda's Broadway masterpiece. But this deeply unflattering characterization is rooted in the prejudiced and brilliantly persuasive opinions of eighteenth-century revolutionaries like Thomas Paine and Thomas Jefferson, who needed to make the king appear evil in order to achieve their own political aims. After combing through hundreds of thousands of pages of never-before-published correspondence, award-winning historian Andrew Roberts has uncovered the truth: George III was in fact a wise, humane, and even enlightened monarch who was beset by talented enemies, debilitating mental illness, incompetent ministers, and disastrous luck. In The Last King of America, Roberts paints a deft and nuanced portrait of the much-maligned monarch and outlines his accomplishments, which have been almost universally forgotten. Two hundred and forty-five years after the end of George III's American rule, it is time for Americans to look back on their last king with greater understanding: to see him as he was and to come to terms with the last time they were ruled by a monarch.
Sequence stratigraphy represents a new paradigm in geology. The principal hypothesis is that stratigraphie successions may be subdivided into discrete sequences bounded by widespread unconformities. There are two parts to this hypothesis. First, it suggests that the driving forces which generate sequences and their bounding unconformities also generate predietable three-dimensional stratigraphies. In re cent years stratigraphie research guided by sequence models has brought about fundamental im provements in our understanding of stratigraphie processes and the controls of basin architecture. Sequence models have provided a powerful framework for mapping and numerieal modeling, enabling the science of stratigraphy to advance with rapid strides. This research has demonstrated the importance of a wide range of processes for the generation of cyclie sequences, including eustasy, tectonics, and orbital forcing of climate change. The main objective of this book is to document the sequence record and to discuss our current state of knowledge about sequence-generating processes.
Food Fortification critically analyses mandatory food fortification as a technology for protecting and promoting public health through presenting the findings from research investigation into three topical case studies.
A major new study piecing together the intriguing but fragmentary evidence surrounding the lives of minstrels to highlight how these seemingly peripheral figures were keenly involved with all aspects of late medieval communities. Minstrels were a common sight and sound in the late Middle Ages. Aristocrats, knights and ladies heard them on great occasions (such as Edward I's wedding feast for his daughter Elizabeth in 1296) and in quieter moments in their chambers; town-dwellers heard and saw them in civic processions (when their sound drew attention to the spectacle); and even in the countryside people heard them at weddings, church-ales and other parish celebrations. But who were the minstrels, and what did they do? How did they live, and how easily did they make a living? How did they perform, and in what conditions? The evidence is intriguing but fragmentary, including literary and iconographic sources and, most importantly, the financial records of royal and aristocratic households and of towns. These offer many insights, although they are often hard to fit into any coherent picture of the minstrels' lives and their place in society. It is easy to see the minstrels as peripheral figures, entertainers who had no central place in the medieval world. Yet they were full members of it, interacting with the ordinary people around them, as well as with the ruling classes: carrying letters and important verbal messages, some lending huge sums of money to the king (to finance Henry V's Agincourt campaign in 1415, for instance), some regular and necessary civic servants, some committing crimes or suffering the crimes of others. In this book Rastall and Taylor bring to bear the available evidence to enlarge and enrich our view of the minstrel in late medieval society.
After driving the Japanese out of Papua New Guinea during World War II, the U.S. military forces left their gear -- and the makings of a cargo cult -- to the native Kaliai. CULTURES OF SECRECY offers a close look at how, for fifty years, the bush Kaliai in Melanesia have worked these tailings of the western world into their indigenous culture. Lattas shows how cargo cults in general bring together past, present, and future in their curious blending of traditional myths, imported folklore, borrowed state practices and ideologies, and reworked Christian stories. The result is a richly interdisciplinary work that uses ethnography to explore questions of racial experience, gender relations, space, time, death, and the politics of human relations. Never passive imitators, the Kaliai as Andrew Lattas portrays them actively incorporate and transform western beliefs and practices into their own narratives of life, sexuality, and death. The consequences are new myths and histories, new relationships with the ancestral dead -- an alternative world of power and knowledge through which the Kaliai accommodate the dominant white culture and its institutions. Lattas examines the racial conflict that has riddled the recent history of the cargo cults. He also describes the cults' demonization by the New Tribes missionaries from the United States, who disapprove of the villagers' unorthodox miming of European symbols and practices. His book allows us to see behind the villagers' ambivalence toward "waitskin" (white-skins) as they continue to reinvent their social world.
Andrew Jackson is one of the most critical and controversial figures in American history. A dominant actor on the American scene in the period between the Revolution and Civil War, he stamped his name first on a mass political movement and then an era. At the same time Jackson's ascendancy accelerated the dispossession and death of Native Americans and spurred the expansion of slavery. 'The Papers of Andrew Jackson' is a project to collect and publish Jackson's entire extant literary record. The project is now producing a series of seventeen volumes that will bring Jackson's most important papers to the public in easily readable form."--
div Aristocratic Vice examines the outrage against the four vices associated with the aristocracy in eighteenth-century England—duelling, suicide, adultery, and gambling—and the subsequent emergence of the middle class./DIV
Forming part of the Royal Artillery's historical series, Desert Fire is the Battery Commander of O Battery (The Rockett Troop), 2nd Field Regiment RA's gripping description of the Gulf War. His first-hand account brings to life the power and destructive force of modern massed artillery and is a fitting tribute to all members of the Royal Regiment who played such a vital role in the desert campaign. Shows detailed plans and maps of events first time around in the Gulf.
This is a book about social differentiation and distinction in one of the ethnically and politically most complex regions of the world, dealing with crucial issues in currently renewed debates on cultural pluralism, nationalism, irredentism and ethnic dispersal. The themes are given a regional and historical focus by treating peoples within the Tai
This book combines two classic topics in social anthropology in a new synthesis: the study of witchcraft and sorcery and the study of rumors and gossip. First, it shows how rumor and gossip are invariably important as catalysts for accusations of witchcraft and sorcery. Second, it demonstrates the role of rumor and gossip in the genesis of social and political violence, as in the case of both peasant rebellions and witch-hunts. Examples supporting the argument are drawn from Africa, Europe, India, Papua New Guinea, Sri Lanka, and Indonesia.
Questioning popular belief, a historian and re-examines what exactly led to the British Empire’s loss of the American Revolution. The loss of America was an unexpected defeat for the powerful British Empire. Common wisdom has held that incompetent military commanders and political leaders in Britain must have been to blame, but were they? This intriguing book makes a different argument. Weaving together the personal stories of ten prominent men who directed the British dimension of the war, historian Andrew O’Shaughnessy dispels the incompetence myth and uncovers the real reasons that rebellious colonials were able to achieve their surprising victory. In interlinked biographical chapters, the author follows the course of the war from the perspectives of King George III, Prime Minister Lord North, military leaders including General Burgoyne, the Earl of Sandwich, and others who, for the most part, led ably and even brilliantly. Victories were frequent, and in fact the British conquered every American city at some stage of the Revolutionary War. Yet roiling political complexities at home, combined with the fervency of the fighting Americans, proved fatal to the British war effort. The book concludes with a penetrating assessment of the years after Yorktown, when the British achieved victories against the French and Spanish, thereby keeping intact what remained of the British Empire. “A remarkable book about an important but curiously underappreciated subject: the British side of the American Revolution. With meticulous scholarship and an eloquent writing style, O'Shaughnessy gives us a fresh and compelling view of a critical aspect of the struggle that changed the world.”—Jon Meacham, author of Thomas Jefferson: The Art of Power
Fluvial deposits represent the preserved record of one of the major nonmarine environ ments. They accumulate in large and small intermontane valleys, in the broad valleys of trunk rivers, in the wedges of alluvial fans flanking areas of uplift, in the outwash plains fronting melting glaciers, and in coastal plains. The nature of alluvial assemblages - their lithofacies composition, vertical stratigraphic record, and architecture - reflect an inter play of many processes, from the wandering of individual channels across a floodplain, to the long-term effects of uplift and subsidence. Fluvial deposits are a sensitive indicator of tectonic processes, and also carry subtle signatures of the climate at the time of deposition. They are the hosts for many petroleum and mineral deposits. This book is about all these subjects. The first part of the book, following a historical introduction, constructs the strati graphic framework of fluvial deposits, step by step, starting with lithofacies, combining these into architectural elements and other facies associations, and then showing how these, in turn, combine to represent distinctive fluvial styles. Next, the discussion turns to problems of correlation and the building of large-scale stratigraphic frameworks. These basin-scale constructions form the basis for a discussion of causes and processes, including autogenic processes of channel shifting and cyclicity, and the larger questions of allogenic (tectonic, eustatic, and climatic) sedimentary controls and the development of our ideas about nonmarine sequence stratigraphy.
AS Law covers the content of AS Law for AQA and OCR students in a reader-friendly, accessible style. The text breaks down the topics into manageable parts, with clear headings and subheadings, and includes examination hints and tips. The book will be fully supported by extension materials, available via a companion website. of the main topics associated with studies of the English Legal System and as such will be useful for law students on a range of sixth-form and further education programmes and courses. It also provides a useful introduction to the subject for those wishing to study law at undergraduate level who have not chosen AS Law.
Review of the second edition "For geologists and geophysicists studying sedimentary fill of basins, this volume is a valuable addition to their shelves. The book is packed with informationincludes numerous lists of references, and is up-to-date. As a source volume, this book is second to none. It is clear and well organized." GEOPHYSICS
Thank you for visiting our website. Would you like to provide feedback on how we could improve your experience?
This site does not use any third party cookies with one exception — it uses cookies from Google to deliver its services and to analyze traffic.Learn More.