Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data...
Much of the data available today is unstructured and text-heavy, making it challenging for analysts to apply their usual data wrangling and visualization tools. With this practical book, you'll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packag...
Cosmos DB is a NoSQL database service included in Azure that is continuously adding new features and has quickly become one of the most innovative services found in Azure, targeting mission-critical applications at a global scale. This book starts off by showing you the main features of Cosmos DB, their supported NoSQL data models and the foundatio...
This is a teaching material about object-oriented programming, illustrated with use of the programming language C#.
It is assumed, as a prerequisite, that the readers have some knowledge about imperative programming, preferably knowledge about C.
I believe that it is best to learn object-oriented programming after having learned and worked w...
This open book summarizes the first two decades of the NII Testbeds and Community for Information access Research (NTCIR). NTCIR is a series of evaluation forums run by a global team of researchers and hosted by the National Institute of Informatics (NII), Japan. The book is unique in that it discusses not just what was done at NTCIR, but also how ...
This open volume aims to methodologically improve our understanding of biodiversity by linking disciplines that incorporate remote sensing, and uniting data and perspectives in the fields of biology, landscape ecology, and geography. The book provides a framework for how biodiversity can be detected and evaluated - focusing particularly on plants -...
This open volume provides in-depth analysis of the wide range of ethical issues associated with drug-resistant infectious diseases. Antimicrobial resistance (AMR) is widely recognized to be one of the greatest threats to global public health in coming decades; and it has thus become a major topic of discussion among leading bioethicists and scholar...
Little did Isaac Newton, Charles Darwin and other 'gentlemen scientists' know, when they were making their scientific discoveries, that some centuries later they would inspire a new field of scientific practice and innovation, called citizen science. The current growth and availability of citizen science projects and relevant applications...
CakePHP 4 is a web development framework running on PHP 8.1 (min. PHP 7.2). Read CakePHP at a Glance to get an introduction to the fundamentals of CakePHP. The CakePHP cookbook is an openly developed and community editable documentation project....
Laravel is full of hidden gems, undocumented or less-known features, functions parameters and "hacks". While finding them in work of my team, I decided to compile them into an ebook....
This book examines the evolution of the relationship between taxpayers and their states in Sweden, Italy, the United Kingdom, the United States, and Romania, and asks why tax compliance is so much higher in some countries than others. The book shows that successful states have built strong administrative capacities, tax citizens fairly and equitabl...
C# is a general purpose, object-oriented, component-based programming language. As a general purpose language, there are a number of ways to apply C# to accomplish many different tasks. You can build web applications with ASP.NET, desktop applications with Windows Presentation Foundation, or build mobile applications for Windows Phone. Other applic...
This book is a comprehensive, formal treatment of anonymous point collection. The proposed definition does not only provide a strong notion of security and privacy, but also covers features which are important for practical use. An efficient realization is presented and proven to fulfill the proposed definition. The resulting building block is the ...
This book starts with an introduction to the core concepts of .NET memory management and garbage collection, and then quickly layers on additional details and intricacies. Once you're up to speed, you can dive into the guided troubleshooting tour, and tips for engineering your application to maximise performance. And to finish off, take a look...
Vladimir Ilich Lenin (1870 - 1924) led the first successful revolt against market-based liberal democracy and founded the Soviet State in 1917, serving as the new nation s chief architect and sole ruler for the next five years. This collection of primary sources allows readers to learn about Lenin through his own words and emphasizes Lenin s action...
Romania is an active player in various international higher education areas, while undergoing a series of higher education reforms within its national framework. The Higher Education Evidence Based Policy Making: a necessary premise for progress in Romania project was implemented by the Executive Agency for Higher Education, Research, Development ...
This manuscript discusses the potentials of the approaches as mentioned below to monitor the AIVs in WMW. Molecular diagnostic platforms enable for accurate detection of the AIVs in the feces of infected birds. Similar technologies can be used to determine the bird species through DNA barcoding, enabling non-invasive research on the epidemiology of...
This interdisciplinary book contains 22 essays and interventions on rest and restlessness, silence and noise, relaxation and work. It draws together approaches from artists, literary scholars, psychologists, activists, historians, geographers and sociologists who challenge assumptions about how rest operates across mind, bodies, and practices. Rest...
This book examines the concept of care and care practices in healthcare from the interdisciplinary perspectives of continental philosophy, care ethics, the social sciences, and anthropology. Areas addressed include dementia care, midwifery, diabetes care, psychiatry, and reproductive medicine. Special attention is paid to ambivalences and tensions ...
This book presents a comparative analysis of intergroup relations and migrant integration at the neighbourhood level in Europe. Featuring a unique collection of portraits of urban relations between the majority population and immigrant minorities, it examines how relations are structured and evolve in different and increasingly diverse local societ...
The oceans and atmosphere interact through various processes, including the transfer of momentum, heat, gases and particles. In this book leading international experts come together to provide a state-of-the-art account of these exchanges and their role in the Earth-system, with particular focus on gases and particles. Chapters in the book cover: ...
This book contains a structured collection of complete solutions of all significant axially symmetric contact problems. It provides solutions for classical profiles such as the sphere, cone or flat cylindrical punch as well as a multitude of other technically relevant shapes, e.g. the truncated cone, the worn sphere, rough profiles, hollow cylinder...
This volume uses the study of firm dynamics to investigate the factors preventing faster productivity growth in Latin America and the Caribbean, pushing past the limits of traditional macroeconomic analyses. Each chapter is dedicated to an examination of a different factor affecting firm productivity - innovation, ICT usage, on-the-job-training, fi...
The multiple purposes of nature - livelihood for communities, revenues for states, commodities for companies, and biodiversity for conservationists - have turned environmental governance in Latin America into a highly contested arena. In such a resource-rich region, unequal power relations, conflicting priorities, and trade-offs among multiple goal...
This book advocates for the Social Sciences and Humanities to be more involved in energy policymaking. It forms part of the European platform for energy-related Social Sciences and Humanities' activities, and works on the premise that crossing disciplines is essential. All of its contributions are highly interdisciplinary, with each chapter gr...
This edited collection explores the background and implementation of the Nordic Barnahus (or 'Children's House') model – recognised as one of the most important reforms related to children who are the victims of crime in the Nordic region. This book discusses both its potential to affect change and the challenges facing it. The mod...
"This book could well be the most comprehensive collection to date of integrated ideas on the elicitation, representation, integration and digitization of work processes and collaboration. The authors take a heavily human-centered approach while never losing sight of engineering aspects involved. Rooted in relevant theories, they present a set...
This book offers low-cost and rapid molecular assays for the characterization of mutant plant germplasm. Detailed protocols are provided for the desiccation of plant tissues; the extraction of high-quality DNA for downstream applications; the extraction of single-strand-specific nucleases for single nucleotide polymorphism; and small insertion/dele...
This volume shares new data relating to Climate-Smart Agriculture (CSA), with emphasis on experiences in Eastern and Southern Africa. The book is a collection of research by authors from over 30 institutions, spanning the public and private sectors, with specific knowledge on agricultural development in the region discussed. The material is assembl...
This edited collection provides a comprehensive analysis of the differences and similarities between civil legal aid schemes in the Nordic countries whilst outlining recent legal aid transformations in their respective welfare states. Based on in-depth studies of Norway, Sweden, Finland, Denmark, and Iceland, the authors compare these cases with le...
This edited collection focuses on theories, language and migration in relation to multiculturalism in Japan and the Asia-Pacific. Each chapter aims to provide alternative understandings to current conflicts that have arisen due to immigration and policies related to education, politics, language, work, citizenship and identity....
This volume contains peer-reviewed papers from the Fourth World Landslide Forum organized by the International Consortium on Landslides (ICL), the Global Promotion Committee of the International Programme on Landslides (IPL), University of Ljubljana (UL) and Geological Survey of Slovenia in Ljubljana, Slovenia from May 29 to June 2, 2017. The compl...