Harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations About This Book Discover the multi-functional use of RStudio to support your daily work with R code Learn to create stunning, meaningful, and interactive graphs and learn to embed them into easy communicable reports using multiple R packages Develop your own R packages and Shiny web apps to share your knowledge and collaborate with others. Who This Book Is For This book is aimed at R developers and analysts who wish to do R statistical development while taking advantage of RStudio's functionality to ease their development efforts. R programming experience is assumed as well as being comfortable with R's basic structures and a number of functions. What You Will Learn Discover the RStudio IDE and details about the user interface Communicate your insights with R Markdown in static and interactive ways Learn how to use different graphic systems to visualize your data Build interactive web applications with the Shiny framework to present and share your results Understand the process of package development and assemble your own R packages Easily collaborate with other people on your projects by using Git and GitHub Manage the R environment for your organization with RStudio and Shiny server Apply your obtained knowledge about RStudio and R development to create a real-world dashboard solution In Detail RStudio helps you to manage small to large projects by giving you a multi-functional integrated development environment, combined with the power and flexibility of the R programming language, which is becoming the bridge language of data science for developers and analyst worldwide. Mastering the use of RStudio will help you to solve real-world data problems. This book begins by guiding you through the installation of RStudio and explaining the user interface step by step. From there, the next logical step is to use this knowledge to improve your data analysis workflow. We will do this by building up our toolbox to create interactive reports and graphs or even web applications with Shiny. To collaborate with others, we will explore how to use Git and GitHub with RStudio and how to build your own packages to ensure top quality results. Finally, we put it all together in an interactive dashboard written with R. Style and approach An easy-to-follow guide full of hands-on examples to master RStudio. Beginning from explaining the basics, each topic is explained with a lot of details for every feature.
The global rise of neoliberalism since the 1970s is widely seen as a dynamic originating in the United States and the United Kingdom, and only belatedly and partially repeated by Germany. From this Anglocentric perspective, Germany's emergence at the forefront of neoliberal reforms in the eurozone is perplexing, and tends to be attributed to the same forces conventionally associated with the Anglo-American pioneers. This book challenges this ruling narrative conceptually and empirically. It recasts the genesis of neoliberalism as a process driven by a plenitude of actors, ideas, and interests. And it lays bare the pragmatic reasoning and counterintuitive choices of German crisis managers that are obscured by this master story. Drawing on extensive original archival research, this book argues that German officials did not intentionally set out to promote neoliberal change. Instead they were more intent on preserving Germany's export markets and competitiveness in order to stabilize the domestic compact between capital and labor. Nevertheless, the series of measures German policy elites took to manage the end of golden-age capitalism promoted neoliberal transformation in crucial respects: it destabilized the Bretton Woods system; it undermined socialist and social democratic responses to the crisis in Europe; it frustrated an internationally coordinated Keynesian reflation of the world economy; and ultimately it helped push the US into the Volcker interest-rate shock that inaugurated the attack on welfare and labor under Reagan and Thatcher. From this vantage point, the book illuminates the very different rationale behind the painful reforms German state managers have demanded of their indebted eurozone partners.
Julian Young provides the most comprehensive biography available of the life and philosophy of the nineteenth-century German philosopher Friedrich Nietzsche.
This excellent work fills the need for an upper-level graduate course resource that examines the latest biochemical, biophysical, and molecular biological methods for analyzing the structures and physical properties of biomolecules... This reviewer showed [the book] to several of his senior graduate students, and they unanimously gave the book rave reviews. Summing Up: Highly recommended..." CHOICE Chemical biology is a rapidly developing branch of chemistry, which sets out to understand the way biology works at the molecular level. Fundamental to chemical biology is a detailed understanding of the syntheses, structures and behaviours of biological macromolecules and macromolecular lipid assemblies that together represent the primary constituents of all cells and all organisms. The subject area of chemical biology bridges many different disciplines and is fast becoming an integral part of academic and commercial research. This textbook is designed specifically as a key teaching resource for chemical biology that is intended to build on foundations lain down by introductory physical and organic chemistry courses. This book is an invaluable text for advanced undergraduates taking biological, bioorganic, organic and structural chemistry courses. It is also of interest to biochemists and molecular biologists, as well as professionals within the medical and pharmaceutical industry. Key Features: A comprehensive introduction to this dynamic area of chemistry, which will equip chemists for the task of understanding and studying the underlying principles behind the functioning of biological macro molecules, macromolecular lipid assemblies and cells. Covers many basic concepts and ideas associated with the study of the interface between chemistry and biology. Includes pedagogical features such as: key examples, glossary of equations, further reading and links to websites. Clearly written and richly illustrated in full colour.
The path taken by German philosophy in the twentieth century is one of the most exciting and controversial in the history of human thought, by turns radical and conservative and secular and religious. In this outstanding introduction, German Philosophy in the Twentieth Century: Dilthey to Honneth—the third and final volume in his trilogy—Julian Young examines the work of eight German philosophers and theologians of the period. He discusses their engagement with the deepest existential questions, their critique of the rationalization and mechanization of modernity, and their commitment to varying forms of liberalism, socialism, and democracy. Young introduces and assesses the thought of the following figures: Wilhelm Dilthey: the need for ‘worldviews’, and the distinction between ‘explanation’ and ‘understanding’ as a bulwark against the reduction of human beings to scientific quanta Karl Jaspers: existentialism, the challenge of nihilism, and the turn to theology Edith Stein: the phenomenology of empathy, community versus society, and the turn to Catholicism Paul Tillich: philosophical theology and the ‘theonomous’ life Martin Buber: recovering the ‘thou’ in the face of modernity’s reduction of everything to an ‘it’; the kibbutz as the paradigm of a socialist community Hans Jonas: the mortal threat posed by the unknown consequences of modern technology and the ethics of responsibility for the planet Erich Fromm: the ‘art of loving’ as a bulwark against hard and soft totalitarianism; the replacement of capitalism by communitarian socialism Axel Honneth: contemporary Hegelianism and the ethics and politics of recognition; the nature of real freedom. Lucidly and engagingly written, German Philosophy in the Twentieth Century: Dilthey to Honneth is essential reading for students of German philosophy, phenomenology, and theology and will also be of interest to students in related fields such as literature, political theory, and sociology. German Philosophy in the Twentieth Century: Weber to Heidegger (2018) and German Philosophy in the Twentieth Century: Lukács to Strauss (2020) are also available from Routledge.
Harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations About This Book Discover the multi-functional use of RStudio to support your daily work with R code Learn to create stunning, meaningful, and interactive graphs and learn to embed them into easy communicable reports using multiple R packages Develop your own R packages and Shiny web apps to share your knowledge and collaborate with others. Who This Book Is For This book is aimed at R developers and analysts who wish to do R statistical development while taking advantage of RStudio's functionality to ease their development efforts. R programming experience is assumed as well as being comfortable with R's basic structures and a number of functions. What You Will Learn Discover the RStudio IDE and details about the user interface Communicate your insights with R Markdown in static and interactive ways Learn how to use different graphic systems to visualize your data Build interactive web applications with the Shiny framework to present and share your results Understand the process of package development and assemble your own R packages Easily collaborate with other people on your projects by using Git and GitHub Manage the R environment for your organization with RStudio and Shiny server Apply your obtained knowledge about RStudio and R development to create a real-world dashboard solution In Detail RStudio helps you to manage small to large projects by giving you a multi-functional integrated development environment, combined with the power and flexibility of the R programming language, which is becoming the bridge language of data science for developers and analyst worldwide. Mastering the use of RStudio will help you to solve real-world data problems. This book begins by guiding you through the installation of RStudio and explaining the user interface step by step. From there, the next logical step is to use this knowledge to improve your data analysis workflow. We will do this by building up our toolbox to create interactive reports and graphs or even web applications with Shiny. To collaborate with others, we will explore how to use Git and GitHub with RStudio and how to build your own packages to ensure top quality results. Finally, we put it all together in an interactive dashboard written with R. Style and approach An easy-to-follow guide full of hands-on examples to master RStudio. Beginning from explaining the basics, each topic is explained with a lot of details for every feature.
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