A guide to the principles and methods of data analysis that does not require knowledge of statistics or programming A General Introduction to Data Analytics is an essential guide to understand and use data analytics. This book is written using easy-to-understand terms and does not require familiarity with statistics or programming. The authors—noted experts in the field—highlight an explanation of the intuition behind the basic data analytics techniques. The text also contains exercises and illustrative examples. Thought to be easily accessible to non-experts, the book provides motivation to the necessity of analyzing data. It explains how to visualize and summarize data, and how to find natural groups and frequent patterns in a dataset. The book also explores predictive tasks, be them classification or regression. Finally, the book discusses popular data analytic applications, like mining the web, information retrieval, social network analysis, working with text, and recommender systems. The learning resources offer: A guide to the reasoning behind data mining techniques A unique illustrative example that extends throughout all the chapters Exercises at the end of each chapter and larger projects at the end of each of the text’s two main parts Together with these learning resources, the book can be used in a 13-week course guide, one chapter per course topic. The book was written in a format that allows the understanding of the main data analytics concepts by non-mathematicians, non-statisticians and non-computer scientists interested in getting an introduction to data science. A General Introduction to Data Analytics is a basic guide to data analytics written in highly accessible terms.
From visions of a past life to glimpses of the future, history is full of accounts of unusual dreams. This fascinating book explores historical, scientific, and cross-cultural research on these sorts of extraordinary dreams, and offers practical suggestions on how to work with them—either individually or as a member of a dream group—to enhance one's intellectual, emotional, and spiritual health. Each chapter is devoted to a particular type of dream, and presents a summary of research data on their nature. Specific categories of dreams discussed include creative, lucid, out-of-body, pregnancy, healing, collective, telepathic, clairvoyant, precognitive, past-life, initiation, and spiritual visitation dreams, as well as dreams within dreams. Entertaining and instructive, this book points the way to an expanded conception of human potential for the twenty first century.
Collection of 120 peer-reviewed papers that were presented at the 3rd International Conference on Advanced Research in Virtual and Rapid Prototyping, held in Leiria, Portugal in September 2007. Essential reading for all those working on V&RP, focused on inducing increased collaboration between industry and academia. In addition to key
The rapid advancements of low-cost small-size devices for wireless communications with their international standards and broadband backbone networks using optical fibers accelerate the deployment of wireless networks around the world. The wireless mesh network has emerged as the generalization of the conventional wireless network. However, wireless mesh network has several problems to be solved before being deployed as the fundamental network infrastructure for daily use. The book is edited to specify some problems that come from the disadvantages in wireless mesh network and give their solutions with challenges. The contents of this book consist of two parts: Part I covers the fundamental technical issues in wireless mesh network, and Part II the administrative technical issues in wireless mesh network,. This book can be useful as a reference for researchers, engineers, students and educators who have some backgrounds in computer networks, and who have interest in wireless mesh network. It is a collective work of excellent contributions by experts in wireless mesh network.
Eurocode 8, Design of Structures for Earthquake Resistance. General rules, seismic actions, design rules for buildings, foundations and retaining structures
Eurocode 8, Design of Structures for Earthquake Resistance. General rules, seismic actions, design rules for buildings, foundations and retaining structures
This series of Designers Guides to the Eurocodes provides comprehensive guidance in the form of design aids, indications for the most convenient design procedures and worked examples. All of the individual guides work in conjunction with the Designers' Guide to EN1990 Eurocode: Basis of Structural Design.
A guide to the principles and methods of data analysis that does not require knowledge of statistics or programming A General Introduction to Data Analytics is an essential guide to understand and use data analytics. This book is written using easy-to-understand terms and does not require familiarity with statistics or programming. The authors—noted experts in the field—highlight an explanation of the intuition behind the basic data analytics techniques. The text also contains exercises and illustrative examples. Thought to be easily accessible to non-experts, the book provides motivation to the necessity of analyzing data. It explains how to visualize and summarize data, and how to find natural groups and frequent patterns in a dataset. The book also explores predictive tasks, be them classification or regression. Finally, the book discusses popular data analytic applications, like mining the web, information retrieval, social network analysis, working with text, and recommender systems. The learning resources offer: A guide to the reasoning behind data mining techniques A unique illustrative example that extends throughout all the chapters Exercises at the end of each chapter and larger projects at the end of each of the text’s two main parts Together with these learning resources, the book can be used in a 13-week course guide, one chapter per course topic. The book was written in a format that allows the understanding of the main data analytics concepts by non-mathematicians, non-statisticians and non-computer scientists interested in getting an introduction to data science. A General Introduction to Data Analytics is a basic guide to data analytics written in highly accessible terms.
From visions of a past life to glimpses of the future, history is full of accounts of unusual dreams. This fascinating book explores historical, scientific, and cross-cultural research on these sorts of extraordinary dreams, and offers practical suggestions on how to work with them—either individually or as a member of a dream group—to enhance one's intellectual, emotional, and spiritual health. Each chapter is devoted to a particular type of dream, and presents a summary of research data on their nature. Specific categories of dreams discussed include creative, lucid, out-of-body, pregnancy, healing, collective, telepathic, clairvoyant, precognitive, past-life, initiation, and spiritual visitation dreams, as well as dreams within dreams. Entertaining and instructive, this book points the way to an expanded conception of human potential for the twenty first century.
Get a better picture of operative dentistry from the most complete text on the market. Using a detailed, heavily illustrated, step-by-step approach, this comprehensive guide helps you master the fundamentals and procedures of restorative and preventive dentistry and learn to make informed decisions to solve patient needs. This widely respected text draws from both theory and practice, and is supported by extensive clinical and laboratory research. The new edition features a new full-color design, significant content updates, and a new companion website with six supplemental chapters, videos, and more. Comprehensive coverage spans the entire spectrum of operative dentistry, including fundamentals, diagnosis, instrumentation, preparation, restoration, and prevention. Practical, scientific approach to content is supported by sound clinical and laboratory research and incorporates both theory and practice. Clear presentation of techniques and procedures uses a consistent pattern to cover each restorative process. Procedural alternatives instruct on how to adapt a procedure or technique to answer individual patient needs. Pros and cons of restoration options discuss the advantages, disadvantages, indications, and contraindications involved to help you make informed decisions when multiple treatment options are available. Significant revisions across all chapters streamline the book and make it easier to read. New full-color design gives you a better picture of concepts and procedure details. Companion website offers electronic access to the book, plus six supplemental chapters, videos, and weblinks.
Magnetic Resonance Imaging (MRI) is one of the most important tools in clinical diagnostics and biomedical research. The number of MRI scanners operating around the world is estimated to be approximately 20,000, and the development of contrast agents, currently used in about a third of the 50 million clinical MRI examinations performed every year, has largely contributed to this significant achievement. This completely revised and extended second edition: Includes new chapters on targeted, responsive, PARACEST and nanoparticle MRI contrast agents. Covers the basic chemistries, MR physics and the most important techniques used by chemists in the characterization of MRI agents from every angle from synthesis to safety considerations. Is written for all of those involved in the development and application of contrast agents in MRI. Presented in colour, it provides readers with true representation and easy interpretation of the images. A word from the Authors: Twelve years after the first edition published, we are convinced that the chemistry of MRI agents has a bright future. By assembling all important information on the design principles and functioning of magnetic resonance imaging probes, this book intends to be a useful tool for both experts and newcomers in the field. We hope that it helps inspire further work in order to create more efficient and specific imaging probes that will allow materializing the dream of seeing even deeper and better inside the living organisms. Reviews of the First Edition: "...attempts, for the first time, to review the whole spectrum of involved chemical disciplines in this technique..."—Journal of the American Chemical Society "...well balanced in its scope and attention to detail...a valuable addition to the library of MR scientists..."—NMR in Biomedicine
This is the first book to explore fully the connections between sport studies and criminology, opening up critical new frontiers in the study of sport and crime. Rooted firmly in established critical criminological traditions, the book also employs insights from emerging theoretical frameworks such as cultural criminology, governmentality theory and critical security studies to make better sense of a range of transnational and contemporary cases, events and trends that reveal, in different ways, the crimes and harms that are present in sport. Empirically grounded, including case studies of the 2022 World Cup in Qatar and the Tokyo 2020 Olympic Games, it explores emerging themes in contemporary sport, including but not limited to corruption, doping, youth crime, terrorism, violence and transgression, and human rights abuses. Sport and Crime consciously pushes the boundaries of what might be considered the critical criminology of sport. This is an essential text for any course on sport and crime, and invaluable reading for any student or researcher with an interest in the sociology of sport, sport development, sport policy, the politics of sport, critical criminology, or socio-legal studies.
Employ heuristic adjustments for truly accurate analysis Heuristics in Analytics presents an approach to analysis that accounts for the randomness of business and the competitive marketplace, creating a model that more accurately reflects the scenario at hand. With an emphasis on the importance of proper analytical tools, the book describes the analytical process from exploratory analysis through model developments, to deployments and possible outcomes. Beginning with an introduction to heuristic concepts, readers will find heuristics applied to statistics and probability, mathematics, stochastic, and artificial intelligence models, ending with the knowledge applications that solve business problems. Case studies illustrate the everyday application and implication of the techniques presented, while the heuristic approach is integrated into analytical modeling, graph analysis, text analytics, and more. Robust analytics has become crucial in the corporate environment, and randomness plays an enormous role in business and the competitive marketplace. Failing to account for randomness can steer a model in an entirely wrong direction, negatively affecting the final outcome and potentially devastating the bottom line. Heuristics in Analytics describes how the heuristic characteristics of analysis can be overcome with problem design, math and statistics, helping readers to: Realize just how random the world is, and how unplanned events can affect analysis Integrate heuristic and analytical approaches to modeling and problem solving Discover how graph analysis is applied in real-world scenarios around the globe Apply analytical knowledge to customer behavior, insolvency prevention, fraud detection, and more Understand how text analytics can be applied to increase the business knowledge Every single factor, no matter how large or how small, must be taken into account when modeling a scenario or event—even the unknowns. The presence or absence of even a single detail can dramatically alter eventual outcomes. From raw data to final report, Heuristics in Analytics contains the information analysts need to improve accuracy, and ultimately, predictive, and descriptive power.
This is a quick-access, pocket-sized guide to the diagnosis and treatment of all major movement disorders. Written for busy practitioners who need an immediate reference at the bedside, it presents medical, behavioral, surgical, and nonpharmacological approaches in an expanded outline and bulleted format. The revised and expanded second edition is divided into four convenient sections. The medical section provides a starting point for assessing and treating patients who present with a movement disorder and guides practitioners through the clinical presentation, diagnosis, and work up of all major disease categories. A new section on psychiatric issues delves into the behavioral features that typically manifest with Parkinson disease, Huntington disease, Tourette syndrome, and also covers conversion disorders with concomitant movement abnormalities. The surgical approach section has been completely updated to incorporate recent advances in functional neurosurgery including deep brain stimulation. The final section on non-pharmacologic therapies includes informative chapters on physical and occupational therapy, speech and swallowing evaluation and therapy, and nutrition. The second edition also incorporates new information about sleep-related movement disorders and covers treatment of Parkinson disease in greater depth. Loaded with tables, algorithms, and flow charts that illustrate key concepts, outline management of disorders, and highlight important information about diagnosis and treatment, this book is a highly useful addition to the pockets of all clinicians who work with patients with movement disorders. Key Features: Completely revised and updated second edition of popular practical resource for busy clinicians Covers medical, psychiatric, surgical, and nonpharmacologic approaches to all types of movement disorders Written concisely in expanded outline, bullet-point format for quick access to information Emphasizes diagnosis, work-up, and treatment Packed with management algorithms, tables, and flow charts outlining drug dosing, side effects, and other therapeutic regimens
New technology for analyzing complex genomes is an important area of modern molecular biosciences. This book focuses on a recently developed genome scanning method, termed two-dimensional 2-D DNA typing, which is based on a combination of two independent electrophoretic separation principles. When separation according to size is coupled to separation according to base-pair composition, complex genomes can be resolved in a number of DNA fragments. These fragments or subsets can be visualized, for example, by hybridization analysis with specific probes. Genome scanning by 2-D DNA typing finds applications in many areas, such as linkage and association studies for identifying genetic traits in humans, animals and plants, studies on genetic instabilities in cancers, classification studies in bacteria and other lower organisms, studies on human mutation rates, and the identification of mutations in large genes.
Get the inside scoop on the hottest cities and destinations in Europe. From celeb-studded nightclubs in London to scuba-diving off Croatia, MTV Europe shows you where you want to be, with choices for every budget to help you travel the way you want to. Alternative accommodations, cheap eats, great clubs and bars, world-class museums, and offbeat attractions—you’ll find them all in MTV Europe. Check out a free podcast featuring authors of MTV Europe talking about their travels in Europe.
Solid state physicists have long appreciated the usefulness of thermal neutron scattering in the inves tigation of condensed matter. This technique was first made possible by the advent of the nuclear reac tor and has, since then, undergone many refinements. The developments in this field of research have, we felt, necessitated the making of a comprehensive compilation of the published thermal neutron papers. The large number of titles collected in this book, as well as their diversity and their yearly distribution, reflects the continued contribution of the neutron probe to our understanding of physical systems. This bibliography is an updated and improved version of the one first published by us in March of 1973 under a similar title. Many of the omissions and inconsistencies of the first edition, such as occurred, for example, in the initialing of authors' names, have been corrected. The literature search has been carried back to 1932, the year when the existence of the neutron was experimentally confirmed. Several additional journals have also been searched and brought up to date together with those listed in our first publication. The number of entries is now 8543, an increase of 65 per cent relative to the first edition.
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.