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A wake-up call for America to create a new framework for democratizing data. Public data are foundational to our democratic system. People need consistently high-quality information from trustworthy sources. In the new economy, wealth is generated by access to data; government's job is to democratize the data playing field. Yet data produced by the American government are getting worse and costing more. In Democratizing Our Data, Julia Lane argues that good data are essential for democracy. Her book is a wake-up call to America to fix its broken public data system.
Why America's data system is broken, and how to fix it. Why, with data increasingly important, available, valuable and cheap, are the data produced by the American government getting worse and costing more? State and local governments rely on population data from the US Census Bureau; prospective college students and their parents can check data from the National Center for Education Statistics; small businesses can draw on data about employment and wages from the Bureau of Labor Statistics. But often the information they get is out of date or irrelevant, based on surveys--a form of information gathering notorious for low response rates. In A Data Manifesto, Julia Lane argues that bad data is bad for democracy. Her book is a wake-up call to America to fix its broken public data system.
The process of user-centered innovation: how it can benefit both users and manufacturers and how its emergence will bring changes in business models and in public policy. Innovation is rapidly becoming democratized. Users, aided by improvements in computer and communications technology, increasingly can develop their own new products and services. These innovating users—both individuals and firms—often freely share their innovations with others, creating user-innovation communities and a rich intellectual commons. In Democratizing Innovation, Eric von Hippel looks closely at this emerging system of user-centered innovation. He explains why and when users find it profitable to develop new products and services for themselves, and why it often pays users to reveal their innovations freely for the use of all.The trend toward democratized innovation can be seen in software and information products—most notably in the free and open-source software movement—but also in physical products. Von Hippel's many examples of user innovation in action range from surgical equipment to surfboards to software security features. He shows that product and service development is concentrated among "lead users," who are ahead on marketplace trends and whose innovations are often commercially attractive. Von Hippel argues that manufacturers should redesign their innovation processes and that they should systematically seek out innovations developed by users. He points to businesses—the custom semiconductor industry is one example—that have learned to assist user-innovators by providing them with toolkits for developing new products. User innovation has a positive impact on social welfare, and von Hippel proposes that government policies, including R&D subsidies and tax credits, should be realigned to eliminate biases against it. The goal of a democratized user-centered innovation system, says von Hippel, is well worth striving for. An electronic version of this book is available under a Creative Commons license.
We are only in the early stages of a broader revolution that will impact every aspect of the global economy, including commerce and government services. Coming financial technology innovations could improve the quality of life for all people. Over the past few decades, digital technology has transformed finance. Financial technology (fintech) has enabled more people with fewer resources, in more places around the world, to take advantage of banking, insurance, credit, investment, and other financial services. Marion Laboure and Nicolas Deffrennes argue that these changes are only the tip of the iceberg. A much broader revolution is under way that, if steered correctly, will lead to huge and beneficial social change. The authors describe the genesis of recent financial innovations and how they have helped consumers in rich and poor countries alike by reducing costs, increasing accessibility, and improving convenience and efficiency. They connect the dots between early innovations in financial services and the wider revolution unfolding today. Changes may disrupt traditional financial services, especially banking, but they may also help us address major social challenges: opening new career paths for millennials, transforming government services, and expanding the gig economy in developed markets. Fintech could lead to economic infrastructure developments in rural areas and could facilitate emerging social security and healthcare systems in developing countries. The authors make this case with a rich combination of economic theory and case studies, including microanalyses of the effects of fintech innovations on individuals, as well as macroeconomic perspectives on fintech's impact on societies. While celebrating fintech's achievements to date, Laboure and Deffrennes also make recommendations for overcoming the obstacles that remain. The stakes--improved quality of life for all people--could not be higher.
A provocative reassessment of religion and culture in the early days of the American republic "The so-called Second Great Awakening was the shaping epoch of American Protestantism, and this book is the most important study of it ever published."—James Turner, Journal of Interdisciplinary History Winner of the John Hope Franklin Publication Prize, the Society for Historians of the Early American Republic book prize, and the Albert C. Outler Prize In this provocative reassessment of religion and culture in the early days of the American republic, Nathan O. Hatch argues that during this period American Christianity was democratized and common people became powerful actors on the religious scene. Hatch examines five distinct traditions or mass movements that emerged early in the nineteenth century—the Christian movement, Methodism, the Baptist movement, the black churches, and the Mormons—showing how all offered compelling visions of individual potential and collective aspiration to the unschooled and unsophisticated.
During World War II some 120,000 Japanese Americans were forcibly removed from their homes and detained in concentration camps in several states. These Japanese Americans lost millions of dollars in property and were forced to live in so-called "assembly centers" surrounded by barbed wire fences and armed sentries. In this insightful and groundbreaking work, Brian Hayashi reevaluates the three-year ordeal of interred Japanese Americans. Using previously undiscovered documents, he examines the forces behind the U.S. government's decision to establish internment camps. His conclusion: the motives of government officials and top military brass likely transcended the standard explanations of racism, wartime hysteria, and leadership failure. Among the other surprising factors that played into the decision, Hayashi writes, were land development in the American West and plans for the American occupation of Japan. What was the long-term impact of America's actions? While many historians have explored that question, Hayashi takes a fresh look at how U.S. concentration camps affected not only their victims and American civil liberties, but also people living in locations as diverse as American Indian reservations and northeast Thailand.
After a long time of neglect, Artificial Intelligence is once again at the center of most of our political, economic, and socio-cultural debates. Recent advances in the field of Artifical Neural Networks have led to a renaissance of dystopian and utopian speculations on an AI-rendered future. Algorithmic technologies are deployed for identifying potential terrorists through vast surveillance networks, for producing sentencing guidelines and recidivism risk profiles in criminal justice systems, for demographic and psychographic targeting of bodies for advertising or propaganda, and more generally for automating the analysis of language, text, and images. Against this background, the aim of this book is to discuss the heterogenous conditions, implications, and effects of modern AI and Internet technologies in terms of their political dimension: What does it mean to critically investigate efforts of net politics in the age of machine learning algorithms?
Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data. With this practical book, data engineers, data scientists, and team managers will learn how to build a self-service data science platform that helps anyone in your organization extract insights from data. Sandeep Uttamchandani provides a scorecard to track and address bottlenecks that slow down time to insight across data discovery, transformation, processing, and production. This book bridges the gap between data scientists bottlenecked by engineering realities and data engineers unclear about ways to make self-service work. Build a self-service portal to support data discovery, quality, lineage, and governance Select the best approach for each self-service capability using open source cloud technologies Tailor self-service for the people, processes, and technology maturity of your data platform Implement capabilities to democratize data and reduce time to insight Scale your self-service portal to support a large number of users within your organization
The tensions between democracy and justice have long preoccupied political theorists. Institutions that are procedurally democratic do not necessarily make substantively just decisions. Democratizing Global Justice shows that democracy and justice can be mutually reinforcing in global governance - a domain where both are conspicuously lacking - and indeed that global justice requires global democratization. This novel reconceptualization of the problematic relationship between global democracy and global justice emphasises the role of inclusive deliberative processes. These processes can empower the agents necessary to determine what justice should mean and how it should be implemented in any given context. Key agents include citizens and the global poor; and not just the states but also international organizations and advocacy groups active in global governance. The argument is informed by and applied to the decision process leading to adoption of the Sustainable Development Goals, and climate governance inasmuch as it takes on questions of climate justice.
One of the most important political and ethical questions faced during a political transition from authoritarian or totalitarian to democratic rule is how to deal with legacies of repression. Indeed, some of the most fundamental questions regarding law, morality and politics are raised at such times, as societies look back to understand how they lost their moral and political compass, failing to contain violence and promote the values of tolerance and peace. The Politics of Memory sheds light on this important aspect of transitional politics, assessing how Portugal, Spain, the countries of Central and Eastern Europe and Germany after reunification, Russia, the Southern Cone of Latin America and Central America, as well as South Africa, have confronted legacies of repression. The book examines the presence - or absence - of three types of official efforts to come to terms with the past: truth commissions, trials and amnesties, and purges. In addition, it looks at unofficial initiatives emerging from within society, usually involving human rights organisations (HROs), churches or political parties. Where relevant, it also examines the 'politics of memory,' whereby societies re-work the past in an effort to come to terms with it, both during the transitions and long after official transitional policies have been implemented or forgotten. The book also assesses the significance of forms of reckoning with the past for a process of democratization or democratic deepening. It also focuses on the role of international actors in such processes, as external players are becoming increasingly influential in shaping national policy where human rights are concerned.