Download or read book Data Power in Action written by Ola Söderström and published by Policy Press. This book was released on 2023-12-21 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: EPDF and EPUB available Open Access under CC-BY-NC-ND licence. Drawing on the study of different cities in the Global South, this book explores how the intensive use of data changes politics, power relations, and everyday life in contemporary cities. Across the volume, expert contributors show how urban actors, from the state to activists, are increasingly using data as a resource to empower their actions and support their claims, while also demonstrating how times of crisis are moments when the power of data is made visible. Focusing on the different dimensions of data power and politics in the urban realm, this is an important contribution to our understanding of how datafication transforms the places in which we live and how we experience them.
Download or read book Data Feminism written by Catherine D'Ignazio and published by MIT Press. This book was released on 2020-03-31 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.
Download or read book PMML in Action written by Alex Guazzelli and published by Createspace Independent Publishing Platform. This book was released on 2012-01-31 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: The data mining community has derived a broad foundation of statistical algorithms and software solutions that has allowed predictive analytics to become a standard approach used in science and industry. For many years, much emphasis has been placed on the development of predictive models. As a consequence, the market place offers a range of powerful tools, many open-source, for effective model building. However, once we turn to the operational deployment and practical application of predictive solutions within an existing IT infrastructure, we face a much more limited choice of options. Often it takes months for models to be integrated and deployed via custom code or proprietary processes. The Predictive Model Markup Language (PMML) standard has reached a significant stage of maturity and has obtained broad industry support, allowing users to develop predictive solutions within one application and use another to execute them. Previously, this was very difficult, but with PMML, the exchange of predictive solutions between compliant applications is now straightforward. The aim of this book is to present PMML from a practical perspective. It contains a variety of code snippets so that concepts are made clear through the use of examples. Readers are assumed to have a basic knowledge of predictive analytics and its techniques and so the book is intended for data mining movers and shakers: anyone interested in moving predictive analytic solutions between applications, including students and scientists. PMML in Action is a great way to learn how to represent your predictive solutions through a mature and refined open standard. For the 2nd edition, the book has been completely revised for PMML 4.1, the latest version of PMML. It includes new chapters and an expanded description of how to represent multiple models in PMML, including model ensemble, segmentation, chaining, and composition. The book is divided into six parts, taking you in a PMML journey in which language elements and attributes are used to represent not only modeling techniques but also data pre- and post-processing. With PMML, users benefit from a single and concise standard to represent predictive models, thus avoiding the need for custom code and proprietary solutions. You too can join the PMML movement! Unleash the power of predictive analytics and data mining today
Download or read book Power in Action written by Steven Friedman and published by Wits University Press. This book was released on 2019-03-01 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Argues that South Africans, like everyone else, need democracy for a more equal society What are democracies meant to do? And how does one know when one is a democratic state? These incisive questions and more by leading political scientist, Steven Friedman, underlie this robust enquiry into what democracy means for South Africa post 1994. Democracy is often viewed through a lens reflecting Western understanding. New democracies are compared to idealized notions by which the system is said to operate in the global North. The democracies of Western Europe and North America are understood to be the finished product and all others are assessed by how far they have progressed towards approximating this model. Power in Action persuasively argues against this stereotype. Friedman asserts that democracies can only work when every adult has an equal say in the public decisions that affect them.Democracy is achieved not by adopting idealized models derived from other societies–rather, it is the product of collective action by citizens who claim the right to be heard not only through public protest action, but also through the conscious exercise of influence on public and private power holders. Viewing democracy in this way challenges us to develop a deeper understanding of democracy’s challenges and in so doing to ensure that more citizens can claim a say over more decisions in society.
Download or read book Datastory written by Nancy Duarte and published by IdeaPress Publishing. This book was released on 2019-09-17 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Readers will learn to understand the story behind the data and how to influence the people with a DataStory.
Download or read book Politics Is for Power written by Eitan Hersh and published by Scribner. This book was released on 2020-01-14 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: A brilliant condemnation of political hobbyism—treating politics like entertainment—and a call to arms for well-meaning, well-informed citizens who consume political news, but do not take political action. Who is to blame for our broken politics? The uncomfortable answer to this question starts with ordinary citizens with good intentions. We vote (sometimes) and occasionally sign a petition or attend a rally. But we mainly “engage” by consuming politics as if it’s a sport or a hobby. We soak in daily political gossip and eat up statistics about who’s up and who’s down. We tweet and post and share. We crave outrage. The hours we spend on politics are used mainly as pastime. Instead, we should be spending the same number of hours building political organizations, implementing a long-term vision for our city or town, and getting to know our neighbors, whose votes will be needed for solving hard problems. We could be accumulating power so that when there are opportunities to make a difference—to lobby, to advocate, to mobilize—we will be ready. But most of us who are spending time on politics today are focused inward, choosing roles and activities designed for our short-term pleasure. We are repelled by the slow-and-steady activities that characterize service to the common good. In Politics Is for Power, pioneering and brilliant data analyst Eitan Hersh shows us a way toward more effective political participation. Aided by political theory, history, cutting-edge social science, as well as remarkable stories of ordinary citizens who got off their couches and took political power seriously, this book shows us how to channel our energy away from political hobbyism and toward empowering our values.
Download or read book Big Data written by Viktor Mayer-Schönberger and published by Houghton Mifflin Harcourt. This book was released on 2013 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A exploration of the latest trend in technology and the impact it will have on the economy, science, and society at large.
Download or read book Prisms of the People written by Hahrie Han and published by University of Chicago Press. This book was released on 2021-07-12 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Grassroots organizing and collective action have always been fundamental to American democracy but have been burgeoning since the 2016 election, as people struggle to make their voices heard in this moment of societal upheaval. Unfortunately much of that action has not had the kind of impact participants might want, especially among movements representing the poor and marginalized who often have the most at stake when it comes to rights and equality. Yet, some instances of collective action have succeeded. What’s the difference between a movement that wins victories for its constituents, and one that fails? What are the factors that make collective action powerful? Prisms of the People addresses those questions and more. Using data from six movement organizations—including a coalition that organized a 104-day protest in Phoenix in 2010 and another that helped restore voting rights to the formerly incarcerated in Virginia—Hahrie Han, Elizabeth McKenna, and Michelle Oyakawa show that the power of successful movements most often is rooted in their ability to act as “prisms of the people,” turning participation into political power just as prisms transform white light into rainbows. Understanding the organizational design choices that shape the people, their leaders, and their strategies can help us understand how grassroots groups achieve their goals. Linking strong scholarship to a deep understanding of the needs and outlook of activists, Prisms of the People is the perfect book for our moment—for understanding what’s happening and propelling it forward.
Download or read book Storytelling with Data written by Cole Nussbaumer Knaflic and published by John Wiley & Sons. This book was released on 2015-10-09 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!
Download or read book Teachers Doing Research written by Gail E. Burnaford and published by Routledge. This book was released on 2000-11 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes the process of doing teacher action research and provides examples from teachers themselves. Textbook for pre-service and in-service teacher education courses. Includes suggested activities sections.
Download or read book Power Without Persuasion written by William G. Howell and published by Princeton University Press. This book was released on 2003-07-28 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the early 1960s, scholarly thinking on the power of U.S. presidents has rested on these words: "Presidential power is the power to persuade." Power, in this formulation, is strictly about bargaining and convincing other political actors to do things the president cannot accomplish alone. Power without Persuasion argues otherwise. Focusing on presidents' ability to act unilaterally, William Howell provides the most theoretically substantial and far-reaching reevaluation of presidential power in many years. He argues that presidents regularly set public policies over vocal objections by Congress, interest groups, and the bureaucracy. Throughout U.S. history, going back to the Louisiana Purchase and the Emancipation Proclamation, presidents have set landmark policies on their own. More recently, Roosevelt interned Japanese Americans during World War II, Kennedy established the Peace Corps, Johnson got affirmative action underway, Reagan greatly expanded the president's powers of regulatory review, and Clinton extended protections to millions of acres of public lands. Since September 11, Bush has created a new cabinet post and constructed a parallel judicial system to try suspected terrorists. Howell not only presents numerous new empirical findings but goes well beyond the theoretical scope of previous studies. Drawing richly on game theory and the new institutionalism, he examines the political conditions under which presidents can change policy without congressional or judicial consent. Clearly written, Power without Persuasion asserts a compelling new formulation of presidential power, one whose implications will resound.
Download or read book Democratizing Our Data written by Julia Lane and published by MIT Press. This book was released on 2021-10-19 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Data Lives written by Kitchin, Rob and published by Policy Press. This book was released on 2021-02-03 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: The word ‘data’ has entered everyday conversation, but do we really understand what it means? How can we begin to grasp the scope and scale of our new data-rich world, and can we truly comprehend what is at stake? In Data Lives, renowned social scientist Rob Kitchin explores the intricacies of data creation and charts how data-driven technologies have become essential to how society, government and the economy work. Creatively blending scholarly analysis, biography and fiction, he demonstrates how data are shaped by social and political forces, and the extent to which they influence our daily lives. He reveals our data world to be one of potential danger, but also of hope.
Download or read book Large scale Distributed Systems and Energy Efficiency written by Jean-Marc Pierson and published by John Wiley & Sons. This book was released on 2015-03-05 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses innovations in technology relating to the energy efficiency of a wide variety of contemporary computer systems and networks With concerns about global energy consumption at an all-time high, improving computer networks energy efficiency is becoming an increasingly important topic. Large-Scale Distributed Systems and Energy Efficiency: A Holistic View addresses innovations in technology relating to the energy efficiency of a wide variety of contemporary computer systems and networks. After an introductory overview of the energy demands of current Information and Communications Technology (ICT), individual chapters offer in-depth analyses of such topics as cloud computing, green networking (both wired and wireless), mobile computing, power modeling, the rise of green data centers and high-performance computing, resource allocation, and energy efficiency in peer-to-peer (P2P) computing networks. Discusses measurement and modeling of the energy consumption method Includes methods for energy consumption reduction in diverse computing environments Features a variety of case studies and examples of energy reduction and assessment Timely and important, Large-Scale Distributed Systems and Energy Efficiency is an invaluable resource for ways of increasing the energy efficiency of computing systems and networks while simultaneously reducing the carbon footprint.
Download or read book Acts written by Phyllis J. Le Peau and published by InterVarsity Press. This book was released on 2002-07-16 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you ever feel powerless? Acts is the extraordinary record of what the early Christian disciples did. The power that you see in action in this book is the same power that can transform your life. As Phyllis J. Le Peau leads you through the pages of Acts, you will begin to understand what the Holy Spirit can do in you and in the world.
Download or read book Data Analytics In Action written by Shawn Hahn and published by Independently Published. This book was released on 2023-06-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the Power of Data Analytics with Real-World Case Studies! Are you ready to harness the true potential of data analytics and revolutionize your business decisions? Introducing "Data Analytics in Action: Real-World Case Studies," your ultimate guide to navigating the exciting world of data analytics through practical and immersive examples. In today's data-driven landscape, organizations of all sizes and industries are realizing the transformative impact of data analytics. But how can you effectively apply these techniques to your own business? That's where this book comes in. Written with the needs of business professionals, data enthusiasts, and aspiring analysts in mind, "Data Analytics in Action" takes you on a journey through a collection of real-life case studies that illustrate the power of data analytics in action. Drawing from diverse industries such as retail, finance, healthcare, and more, these case studies provide you with invaluable insights and hands-on experience. Inside this compelling guide, you'll: Gain a solid understanding of the fundamentals of data analytics Discover how to make data-driven decisions that lead to business success Explore predictive analytics and uncover the secrets of forecasting trends and outcomes Learn how to segment customers and personalize marketing campaigns for maximum impact Dive into fraud detection and risk assessment techniques to safeguard your business Optimize your supply chain operations and enhance inventory management Harness the power of social media analytics to understand consumer sentiment Revolutionize healthcare with data analytics for improved patient outcomes Explore the world of Internet of Things (IoT) analytics and its impact on efficiency Master the art of data visualization and create compelling stories with data Navigate ethical considerations and ensure responsible data analytics practices Each chapter is filled with real-world scenarios, practical tips, and step-by-step methodologies, empowering you to apply the knowledge directly to your own projects. With a comprehensive understanding of data analytics techniques, you'll be equipped to make informed decisions, uncover hidden opportunities, and stay ahead of the competition. Whether you're a seasoned professional looking to upgrade your analytical skills or a curious beginner eager to dive into the world of data, "Data Analytics in Action: Real-World Case Studies" is your roadmap to success. Don't miss out on this opportunity to unlock the full potential of data analytics and drive your business towards unprecedented growth and innovation. Order your copy of "Data Analytics in Action: Real-World Case Studies" today and embark on a transformative journey that will revolutionize the way you harness the power of data!
Download or read book The Power of Greed written by Michael Rosberg and published by University of Alberta. This book was released on 2005-08-16 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Power of Greed recommends a shift away from the moralistic way we often go about doing international development. It says we can be too focused on our own ambitions for others and too unaware of what they’re up to on their own behalf. It argues that the desperate and greedy behaviours of the poor and their oppressors are not the enemies of international development, but its potential allies. It also says we ought to resist taking sides in defence of the poor. Productive alliances between oppressed and oppressor are possible if the conditions are right. Furthermore, it says that we need to tie national institutional and economic strengthening measures to the creation of sustainable interest groups at the grassroots. Only they could be in a position to prevent greed and corruption at the top in a sustainable way. For these reasons, The Power of Greed tries to get us to focus on doing more about the opportunity structure in the developing world and, for the rest, to rely on the opportunism of the population.
