Enabling Smarter Government With Analytics To Streamline Social Services

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Enabling Smarter Government with Analytics to Streamline Social Services

Author : Ballard Chuck
Publisher : IBM Redbooks
ISBN 13 : 0738436496
Total Pages : 184 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Enabling Smarter Government with Analytics to Streamline Social Services by : Ballard Chuck

Download or read book Enabling Smarter Government with Analytics to Streamline Social Services written by Ballard Chuck and published by IBM Redbooks. This book was released on 2012-08-07 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this IBM® Redbooks® publication we describe a centralized reporting and alerting system for governmental social service organizations. We include information about how to integrate key IBM building blocks to bring social services data sources together into an effective structure that allows for reporting on key metrics required by higher levels of government to help secure funding for reporting on the effectiveness of the various social service programs, and to give case workers and care providers quick and easy access to all the services ever provided to a person and their family, which can aid in the reduction of duplicate persons, and therefore, payments, in addition to reducing fraud and abuse of social services funds. The target customers for this solution are state or county social service organizations responsible for services, such as these: Caring for the welfare of children Caring for the adult and aging Getting people back to work who have fallen on hard times The intent of this book is to provide information to help with building your own similar system. We have also included an appendix containing information about the IBM Government Industry Framework and services for additional guidance and use.

Enabling Smarter Government with Analytics to Streamline Social Services

Author : Chuck Ballard
Publisher :
ISBN 13 :
Total Pages : 182 pages
Book Rating : 4.:/5 (115 download)

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Book Synopsis Enabling Smarter Government with Analytics to Streamline Social Services by : Chuck Ballard

Download or read book Enabling Smarter Government with Analytics to Streamline Social Services written by Chuck Ballard and published by . This book was released on 2012 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this IBM® Redbooks® publication we describe a centralized reporting and alerting system for governmental social service organizations. We include information about how to integrate key IBM building blocks to bring social services data sources together into an effective structure that allows for reporting on key metrics required by higher levels of government to help secure funding for reporting on the effectiveness of the various social service programs, and to give case workers and care providers quick and easy access to all the services ever provided to a person and their family, which can aid in the reduction of duplicate persons, and therefore, payments, in addition to reducing fraud and abuse of social services funds. The target customers for this solution are state or county social service organizations responsible for services, such as these: Caring for the welfare of children Caring for the adult and aging Getting people back to work who have fallen on hard times The intent of this book is to provide information to help with building your own similar system. We have also included an appendix containing information about the IBM Government Industry Framework and services for additional guidance and use.

Decolonization of e-Government Research and Practice

Author : Kelvin J. Bwalya
Publisher : AOSIS
ISBN 13 : 1928396771
Total Pages : 360 pages
Book Rating : 4.9/5 (283 download)

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Book Synopsis Decolonization of e-Government Research and Practice by : Kelvin J. Bwalya

Download or read book Decolonization of e-Government Research and Practice written by Kelvin J. Bwalya and published by AOSIS. This book was released on 2018-12-01 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid increase in the implementation of e-Government in Africa and across the world, the need to investigate the key bottlenecks (issues) caused by the failure of a large number of e-Government projects cannot be ignored. The main purpose of this book is to contribute to the current scholarly and intellectual discourse on different aspects of e-Government such as understanding the critical issues in design, implementation and monitoring. This book specifically intends to bring out contextual issues that hugely impact on the probability for e-Government failure or success. It also differentiates itself by carefully exploring the issue of context-awareness (informed by the local context) for e-Government design and implementation, which has not been pursued in any publication in e-Government before, although it has been used in other information computational contexts. Therefore, the many theses within this book are concerned with e-Government design approaches, implementation policies and requirements, and monitoring dimensions need to be informed by the contextual characteristics in which they are implemented. This book contributes to the body of knowledge by presenting an in-depth analysis of a case of e-Government implementation. Therefore, this book has its facts backed by intermittent reference to an empirical study done in Zambia to accentuate issues in design, adoption, usage and monitoring of e-Government projects. The case articulates the methodological issues in the design and measurement of e-Government. The use of a combination of structural equation modelling (SEM), exploratory factor analysis (EFA) and advanced techniques such as principal component analysis (PCA) in investigating different aspects of e-Government in a developing country context has not been done in any previous research. The novel methodological nuances articulated in this book can go a long way toward understanding the factors explaining successful implementation of e-Government. Previous publications have used basic statistical approaches devoid of adequate scientific or statistical rigour such as descriptive statistics to arrive at factors influencing the success or failure of e-Government. Furthermore, this book contributes to the body of knowledge by emphasising the different dimensions and issues of the multidimensional perspectives of e-Government. The book explores tangible pointers for design and implementation of e-Government, giving it the thrust to potentially guide actual implementation of e-Government in African setups.

Emerging Developments and Technologies in Digital Government

Author : Guo, Yuanyuan
Publisher : IGI Global
ISBN 13 :
Total Pages : 443 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Emerging Developments and Technologies in Digital Government by : Guo, Yuanyuan

Download or read book Emerging Developments and Technologies in Digital Government written by Guo, Yuanyuan and published by IGI Global. This book was released on 2024-04-15 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the digital government field continues to evolve rapidly, scholars and professionals must stay ahead of the curve by developing innovative solutions and gaining comprehensive insights. The global landscape of digital governance is undergoing transformative shifts, necessitating a deep understanding of historical developments, current practices, and emerging trends. This urgent demand for knowledge forms the crux of the problem that the book, Emerging Developments and Technologies in Digital Government, addresses with expert knowledge and insights. The book serves as an indispensable resource for academic scholars grappling with the complexities of digital government. It critically examines historical transitions from technology-centric paradigms to people-centric models, shedding light on the global impact of open data initiatives and the vital role of human-computer interaction in reshaping government websites. For professionals and researchers across disciplines such as library sciences, administrative management, sociology, and information technology, this book becomes a beacon, offering insights and tangible solutions to navigate the multifaceted dimensions of digital government.

OECD Digital Government Studies Digital Government Review of Sweden Towards a Data-driven Public Sector

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264584870
Total Pages : 127 pages
Book Rating : 4.2/5 (645 download)

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Book Synopsis OECD Digital Government Studies Digital Government Review of Sweden Towards a Data-driven Public Sector by : OECD

Download or read book OECD Digital Government Studies Digital Government Review of Sweden Towards a Data-driven Public Sector written by OECD and published by OECD Publishing. This book was released on 2019-05-10 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: This digital government review asseses the state of data-driven policies and initiatives in the Swedish public sector. It explores the underlying institutional governance and co-ordination arrangements for digital government in the country, and their impact on policy implementation

e-Transformation: Enabling New Development Strategies

Author : Nagy K. Hanna
Publisher : Springer Science & Business Media
ISBN 13 : 1441911855
Total Pages : 446 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis e-Transformation: Enabling New Development Strategies by : Nagy K. Hanna

Download or read book e-Transformation: Enabling New Development Strategies written by Nagy K. Hanna and published by Springer Science & Business Media. This book was released on 2009-11-11 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Could information and communication technology (ICT) become the transformative tool for a new style of global development? Could ICT promote knowledge-based, innovation-driven, and smart, adaptive, participatory development? As countries seek a way out of the present period of economic contraction, they are trying to weave ICT into their development strategies, in the same way organizations have learned to use ICT to transform their business models and strategies. This integration offers a new path to development that is responsive to the challenges of our times. In e-Transformation, Nagy Hanna identifies the key ingredients for the strategic integration of ICT into national development, with examples from around the world. He draws on his rich experience of over 35 years at the World Bank and other aid agencies to outline the strategic options involved in using ICT to maximize developmental impact—transforming public service institutions, networking businesses for innovation and competitiveness, and empowering communities for social inclusion and poverty reduction. He identifies the key interdependencies in e-transformation and offers a holistic framework to tap network effects and synergies across all elements of the process, including leadership, cyber policies, institutions, human resources, technological competencies, information infrastructure, and ICT uses for government, business, and society. Integrating analytical insights and practical applications across the fields of development, political economy, public administration, entrepreneurship, and technology management, the author candidly argues that e-transformation, like all bold ideas, faces implementation challenges. In particular, the aspiration-reality gap needs to be systematically addressed if ICT-enabled innovation and transformation is to become a development practice. E-transformation is first and foremost about thinking strategically and creatively about the options made possible by the information technology revolution in the context of globalization. To this end, the author provides tools and best practices designed to nurture innovation, select entry points, prioritize among competing demands, and sequence and scale up. He outlines the roles of all participants—political, managerial, entrepreneurial, social and technical—whose leadership is essential for successful innovation.

Big Data and Analytics

Author : Dr. Jugnesh Kumar
Publisher : BPB Publications
ISBN 13 : 9355516177
Total Pages : 246 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Big Data and Analytics by : Dr. Jugnesh Kumar

Download or read book Big Data and Analytics written by Dr. Jugnesh Kumar and published by BPB Publications. This book was released on 2024-03-05 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unveiling insights, unleashing potential: Navigating the depths of big data and analytics for a data-driven tomorrow KEY FEATURES ● Learn about big data and how it helps businesses innovate, grow, and make decisions efficiently. ● Learn about data collection, storage, processing, and analysis, along with tools and methods. ● Discover real-life examples of big data applications across industries, addressing challenges like privacy and security. DESCRIPTION Big data and analytics is an indispensable guide that navigates the complex data management and analysis. This comprehensive book covers the core principles, processes, and tools, ensuring readers grasp the essentials and progress to advanced applications. It will help you understand the different analysis types like descriptive, predictive, and prescriptive. Learn about NoSQL databases and their benefits over SQL. The book centers on Hadoop, explaining its features, versions, and main components like HDFS (storage) and MapReduce (processing). Explore MapReduce and YARN for efficient data processing. Gain insights into MongoDB and Hive, popular tools in the big data landscape. WHAT YOU WILL LEARN ● Grasp big data fundamentals and applications. ● Master descriptive, predictive, and prescriptive analytics. ● Understand HDFS, MapReduce, YARN, and their functionalities. ● Explore data storage, retrieval, and manipulation in a NoSQL database. ● Gain practical insights and apply them to real-world scenarios. WHO THIS BOOK IS FOR This book caters to a diverse audience, including data professionals, analysts, IT managers, and business intelligence practitioners. TABLE OF CONTENTS 1. Introduction to Big Data 2. Big Data Analytics 3. Introduction of NoSQL 4. Introduction to Hadoop 5. Map Reduce 6. Introduction to MongoDB

Research Anthology on Military and Defense Applications, Utilization, Education, and Ethics

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799890309
Total Pages : 685 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Military and Defense Applications, Utilization, Education, and Ethics by : Management Association, Information Resources

Download or read book Research Anthology on Military and Defense Applications, Utilization, Education, and Ethics written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: Military technology is highly advanced in terms of technology being used in the field, computer applications, artificial intelligence, and software applications. These high-performance technologies range from weapons to communications technology to automation in vehicles and weaponry. These technologies must be both secure and reliable in harsh environments. Research is being focused specifically on that, including how military and defense applications operate, what modern technologies are being used, and the ethics surrounding these applications. A holistic view of these applications is necessary for both understanding current military tactics and tools along with the future applications. The Research Anthology on Military and Defense Applications, Utilization, Education, and Ethics focuses specifically on military and defense operations, expenditure, technologies, and tools, and the ethics surrounding technologies like weaponry and artificial intelligence in the military. The chapters cover a wide and diverse range of military and defense applications while providing crucial information on the functions, security, and reliability of these technologies. Beyond an understanding of the applications themselves, this book also focuses on military education surrounding these technologies and the ethics of usage to provide a well-rounded understanding of research in the field. This book is ideal for military consultants, military personnel, defense agencies, national security agencies, government officials, defense personnel, policymakers, military educators and trainers, stakeholders, practitioners, researchers, academicians, and students interested in the latest research in military and defense applications.

5G Enabled Technology for Smart City and Urbanization System

Author : Susheela Hooda
Publisher : CRC Press
ISBN 13 : 1040183190
Total Pages : 294 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis 5G Enabled Technology for Smart City and Urbanization System by : Susheela Hooda

Download or read book 5G Enabled Technology for Smart City and Urbanization System written by Susheela Hooda and published by CRC Press. This book was released on 2024-12-04 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the applications, trends and challenges of 5G Enabled technologies for Smart City and Urbanization systems. It addresses the challenges to bringing such capabilities of 5G-enabled technologies for smart cities and urbanisation into practice by presenting the theoretical as well as technical research outcomes with case studies. It covers key areas, including smart building, smart health care, smart mobility, smart living, smart surveillance, and IOT-based systems. It explains how these systems are connected using different technologies that support 5G access and control protocols. • Offers a comprehensive understanding of the emergence of 5G technology and its integration with IoT, Big Data, and Artificial Intelligence for smart city and urbanisation • Focuses on useful applications of Smart City and Urbanization, which can enhance different aspects of urban life • Explores the advantages of using massive IoT and predictive analytics approaches in smart cities • IoT, Bigdata, Deep learning and machine learning techniques are explained to fuel smart city and Urbanization system • Addresses both theoretical and technical research outcomes related to smart city and urbanisation with 5G technology. It serves as a valuable reference for graduate students, researchers, and m practitioners seeking to deepen their knowledge and engage with the latest advancements in the areas of Smart cities and Urbanization systems.

Smart Grids and Big Data Analytics for Smart Cities

Author : Chun Sing Lai
Publisher : Springer Nature
ISBN 13 : 3030521559
Total Pages : 403 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Smart Grids and Big Data Analytics for Smart Cities by : Chun Sing Lai

Download or read book Smart Grids and Big Data Analytics for Smart Cities written by Chun Sing Lai and published by Springer Nature. This book was released on 2020-10-31 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to different elements of smart city infrastructure - smart energy, smart water, smart health, and smart transportation - and how they work independently and together. Theoretical development and practical applications are presented, along with related standards, recommended practices, and professional guidelines. Throughout the book, diagrams and case studies are provided that demonstrate the systems presented, and extensive use of scenarios helps readers better grasp how smart grids, the Internet of Things, big data analytics, and trading models can improve road safety, healthcare, smart water management, and a low-carbon economy. A must-read for practicing engineers, consultants, regulators, utility operators, and environmentalists involved in smart city development, the book will also appeal to city planners and designers, as well as upper-level undergraduate and graduate students studying energy, environmental science, technology, economics, signal processing, information science, and power engineering.

Buddhism and Intelligent Technology

Author : Peter D. Hershock
Publisher : Bloomsbury Publishing
ISBN 13 : 135018229X
Total Pages : 275 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Buddhism and Intelligent Technology by : Peter D. Hershock

Download or read book Buddhism and Intelligent Technology written by Peter D. Hershock and published by Bloomsbury Publishing. This book was released on 2021-01-28 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning, big data and AI are reshaping the human experience and forcing us to develop a new ethical intelligence. Peter Hershock offers a new way to think about attention, personal presence, and ethics as intelligent technology shatters previously foundational certainties and opens entirely new spaces of opportunity. Rather than turning exclusively to cognitive science and contemporary ethical theories, Hershock shows how classical Confucian and Socratic philosophies help to make visible what a history of choices about remaking ourselves through control biased technology has rendered invisible. But it is in Buddhist thought and practice that Hershock finds the tools for valuing and training our attention, resisting the colonization of consciousness, and engendering a more equitable and diversity-enhancing human-technology-world relationship. Focusing on who we need to be present as to avoid a future in which machines prevent us from either making or learning from our own mistakes, Hershock offers a constructive response to the unprecedented perils of intelligent technology and seamlessly blends ancient and contemporary philosophies to envision how to realize its equally unprecedented promises.

Intelligent Cities

Author : Pethuru Raj
Publisher : CRC Press
ISBN 13 : 1040076947
Total Pages : 321 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Intelligent Cities by : Pethuru Raj

Download or read book Intelligent Cities written by Pethuru Raj and published by CRC Press. This book was released on 2015-06-15 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of highly promising and potent technologies has enabled the transition of ordinary objects into smart artifacts-providing wider connectivity of digitized entities that can facilitate the building of connected cities. This book provides readers with a solid foundation on the latest technologies and tools required to develop and enhance smart cities around the world. The book begins by examining the rise of the cloud as the fundamental technology for establishing and sustaining smart cities and enterprises. Explaining the principal technologies and platform solutions for implementing intelligent cities, the book details the role of various technologies, standards, protocols, and tools in establishing flexible homes and the buildings of the future. Examines IT platforms and tools from various product vendors Considers service-oriented architecture and event-driven architecture for smart city applications Explains how to leverage big data analytics for smart city enhancement and improved decision making Includes case studies of intelligent cities, smart homes, buildings, transports, healthcare systems, and airports The authors explore the convergence of cloud computing and enterprise architecture and present valuable information on next-generation cloud computing. They also cover the various architectural types, including enterprise-scale integration, security, management, and governance. The book concludes by explaining the various security requirements of intelligent cities as well as the threats and vulnerabilities of the various components that form the basis of the intelligent city framework, including cloud, big data, Internet of Things, and mobile technologies.

OECD Digital Government Studies Digital Government Review of Argentina Accelerating the Digitalisation of the Public Sector

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264356355
Total Pages : 206 pages
Book Rating : 4.2/5 (643 download)

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Book Synopsis OECD Digital Government Studies Digital Government Review of Argentina Accelerating the Digitalisation of the Public Sector by : OECD

Download or read book OECD Digital Government Studies Digital Government Review of Argentina Accelerating the Digitalisation of the Public Sector written by OECD and published by OECD Publishing. This book was released on 2019-06-25 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Digital Government Review highlights the efforts taking place in Argentina to digitalise and improve data governance in its public sector and build the foundations for a digital government. The review explores Argentina’s institutional, legal and policy frameworks and their strategic role in the digital transformation of the public sector. The report also discusses how to reinforce the capacity of the public sector to “go digital” and better respond to citizens' needs.

Strategy, Finance and Sustainable Value Creation

Author : Claudio Scardovi
Publisher : Taylor & Francis
ISBN 13 : 1040098290
Total Pages : 220 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Strategy, Finance and Sustainable Value Creation by : Claudio Scardovi

Download or read book Strategy, Finance and Sustainable Value Creation written by Claudio Scardovi and published by Taylor & Francis. This book was released on 2024-08-01 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strategy and finance are generally viewed as two separate subjects. Once regarded with fascination, they have become the subject of strong criticism, the first considered too theoretical and long term to be of any use and the second too speculative and short term to contribute to value creation. This book argues, however, that strategy and finance are in fact value twins, both of which need a thorough overhaul, from their toolkits to their end goals. The author contends that we rely on strategic and financial frameworks that were developed decades ago, but, in an increasingly complex and risky environment, these need to undergo a profound transformation, one that follows an intertwined approach, enabling companies to achieve the twin goals of value creation and sustainability consistently and successfully. The book provides a fresh and innovative view of strategy and finance. It discusses the concept of strategy extensively, examining its history, application, and importance in modern business. It also explores how strategy has evolved and how it can be adapted to better serve companies in a rapidly changing business landscape. The book emphasizes the role of finance in corporate strategy, suggesting that it is a crucial element in achieving sustainable business success, and explores how financial tools and concepts can be integrated with strategic planning to drive growth and value creation. Further, it investigates how strategic and financial planning can be used to manage business risks effectively. Readers are given useful insights via the inclusion of case studies from numerous industries, including corporations, banks, and wealth and asset managers; these real-world examples serve to close the gap between theory and practice.

Intelligent Techniques for Predictive Data Analytics

Author : Neha Singh
Publisher : John Wiley & Sons
ISBN 13 : 1394227973
Total Pages : 276 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Intelligent Techniques for Predictive Data Analytics by : Neha Singh

Download or read book Intelligent Techniques for Predictive Data Analytics written by Neha Singh and published by John Wiley & Sons. This book was released on 2024-06-21 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive resource covering tools and techniques used for predictive analytics with practical applications across various industries Intelligent Techniques for Predictive Data Analytics provides an in-depth introduction of the tools and techniques used for predictive analytics, covering applications in cyber security, network security, data mining, and machine learning across various industries. Each chapter offers a brief introduction on the subject to make the text accessible regardless of background knowledge. Readers will gain a clear understanding of how to use data processing, classification, and analysis to support strategic decisions, such as optimizing marketing strategies and customer relationship management and recommendation systems, improving general business operations, and predicting occurrence of chronic diseases for better patient management. Traditional data analytics uses dashboards to illustrate trends and outliers, but with large data sets, this process is labor-intensive and time-consuming. This book provides everything readers need to save time by performing deep, efficient analysis without human bias and time constraints. A section on current challenges in the field is also included. Intelligent Techniques for Predictive Data Analytics covers sample topics such as: Models to choose from in predictive modeling, including classification, clustering, forecast, outlier, and time series models Price forecasting, quality optimization, and insect and disease plant and monitoring in agriculture Fraud detection and prevention, credit scoring, financial planning, and customer analytics Big data in smart grids, smart grid analytics, and predictive smart grid quality monitoring, maintenance, and load forecasting Management of uncertainty in predictive data analytics and probable future developments in the field Intelligent Techniques for Predictive Data Analytics is an essential resource on the subject for professionals and researchers working in data science or data management seeking to understand the different models of predictive analytics, along with graduate students studying data science courses and professionals and academics new to the field.

Hearing on the Use of Technology to Better Target Benefits and Eliminate Waste, Fraud, and Abuse

Author : United States. Congress. House. Committee on Ways and Means. Subcommittee on Human Resources
Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Hearing on the Use of Technology to Better Target Benefits and Eliminate Waste, Fraud, and Abuse by : United States. Congress. House. Committee on Ways and Means. Subcommittee on Human Resources

Download or read book Hearing on the Use of Technology to Better Target Benefits and Eliminate Waste, Fraud, and Abuse written by United States. Congress. House. Committee on Ways and Means. Subcommittee on Human Resources and published by . This book was released on 2013 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:

OECD Science, Technology and Innovation Outlook 2016

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264263063
Total Pages : 196 pages
Book Rating : 4.2/5 (642 download)

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Book Synopsis OECD Science, Technology and Innovation Outlook 2016 by : OECD

Download or read book OECD Science, Technology and Innovation Outlook 2016 written by OECD and published by OECD Publishing. This book was released on 2016-12-08 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fully revamped and re-titled OECD Science, Technology and Innovation Outlook is a biennial publication that aims to inform policy makers and analysts on recent and future changes in global science, technology and innovation (STI) patterns and their potential implications.