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Practitioners Introductory Guide To Data Science For Governance Reporting
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Book Synopsis The Practitioner's Guide to Data Quality Improvement by : David Loshin
Download or read book The Practitioner's Guide to Data Quality Improvement written by David Loshin and published by Elsevier. This book was released on 2010-11-22 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Practitioner's Guide to Data Quality Improvement offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. It shares the fundamentals for understanding the impacts of poor data quality, and guides practitioners and managers alike in socializing, gaining sponsorship for, planning, and establishing a data quality program. It demonstrates how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. It includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning. This book is recommended for data management practitioners, including database analysts, information analysts, data administrators, data architects, enterprise architects, data warehouse engineers, and systems analysts, and their managers. - Offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. - Shows how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. - Includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning.
Book Synopsis Introduction to Data Science by : Rafael A. Irizarry
Download or read book Introduction to Data Science written by Rafael A. Irizarry and published by CRC Press. This book was released on 2019-11-20 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert.
Book Synopsis An Introductory Guide to Artificial Intelligence for Legal Professionals by : Juan Pavón
Download or read book An Introductory Guide to Artificial Intelligence for Legal Professionals written by Juan Pavón and published by Kluwer Law International B.V.. This book was released on 2020-05-14 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: The availability of very large data sets and the increase in computing power to process them has led to a renewed intensity in corporate and governmental use of Artificial Intelligence (AI) technologies. This groundbreaking book, the first devoted entirely to the growing presence of AI in the legal profession, responds to the necessity of building up a discipline that due to its novelty requires the pooling of knowledge and experiences of well-respected experts in the AI field, taking into account the impact of AI on the law and legal practice. Essays by internationally known expert authors introduce the essentials of AI in a straightforward and intelligible style, offering jurists as many practical examples and business cases as possible so that they are able to understand the real application of this technology and its impact on their jobs and lives. Elements of the analysis include the following: crucial terms: natural language processing, machine learning and deep learning; regulations in force in major jurisdictions; ethical and social issues; labour and employment issues, including the impact that robots have on employment; prediction of outcome in the legal field (judicial proceedings, patent granting, etc.); massive analysis of documents and identification of patterns from which to derive conclusions; AI and taxation; issues of competition and intellectual property; liability and responsibility of intelligent systems; AI and cybersecurity; AI and data protection; impact on state tax revenues; use of autonomous killer robots in the military; challenges related to privacy; the need to embrace transparency and sustainability; pressure brought by clients on prices; minority languages and AI; danger that the existing gap between large and small businesses will further increase; how to avoid algorithmic biases when AI decides; AI application to due diligence; AI and non-disclosure agreements; and the role of chatbots. Interviews with pioneers in the field are included, so readers get insights into the issues that people are dealing with in day-to-day actualities. Whether conceiving AI as a transformative technology of the labour market and training or an economic and business sector in need of legal advice, this introduction to AI will help practitioners in tax law, labour law, competition law and intellectual property law understand what AI is, what it serves, what is the state of the art and the potential of this technology, how they can benefit from its advantages and what are the risks it presents. As the global economy continues to suffer the repercussions of a framework that was previously fundamentally self-regulatory, policymakers will recognize the urgent need to formulate rules to properly manage the future of AI.
Book Synopsis Government Can Deliver: A Practitioner's Guide to Improving Agency Effectiveness and Efficiency by : Richard A. Spires
Download or read book Government Can Deliver: A Practitioner's Guide to Improving Agency Effectiveness and Efficiency written by Richard A. Spires and published by BookLocker.com, Inc.. This book was released on 2023-06-20 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Government Can Deliver presents a framework for government agency performance improvement designed to change an inefficient culture and drive operational excellence. It outlines how government leaders can drive such change, and most importantly, it presents a proven approach for creating an environment that will affect positive change. This framework, a set of practical attributes and implementable best practices tailored for government agencies, is based on real-world experiences in which government did deliver. There are examples in each chapter of agencies that implemented elements of this framework and the resulting impact on agencies’ operational performance. And while mainly using examples from large federal government agencies, this book can aid those in all levels of government and differing agency sizes. In writing this book, Richard endeavored to create a practical guide on transforming government agencies that can benefit all readers—whether you have made government service your life, study government as an academician or student, or are simply a concerned citizen. After establishing the need for improved government operations , the book presents attributes and best practices for eight solution functions. When properly addressed, each of these functions can, individually and collectively, significantly improve an agency’s performance. The examples and arguments can help agency leaders justify implementing the necessary attributes and best practices to improve their agency’s performance. The final chapter provides recommendations on how a government agency can develop a transformation plan to incrementally implement the attributes and best practices for each of these eight functions. Richard has seen first-hand the amazing things government agencies can accomplish when they have experienced, capable leaders, adopt best practices tailored for government, and appropriately leverage technology to support improved operations. Change is hard, but through government leaders’ and employees’ efforts focused on implementing the right changes, agencies can significantly improve their operational performance. Under the right conditions, magic can and does happen.
Book Synopsis Sustainable Statistical and Data Science Methods and Practices by : O. Olawale Awe
Download or read book Sustainable Statistical and Data Science Methods and Practices written by O. Olawale Awe and published by Springer Nature. This book was released on 2024-01-05 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume gathers papers presented at the LISA 2020 Sustainability Symposium in Kumasi, Ghana, May 2–6, 2022. They focus on sustainable methods and practices of using statistics and data science to address real-world problems. From utilizing social media for statistical collaboration to predicting obesity among rural women, and from analyzing inflation in Nigeria using machine learning to teaching data science in Africa, this book explores the intersection of data, statistics, and sustainability. With practical applications, code snippets, and case studies, this book offers valuable insights for researchers, policymakers, and data enthusiasts alike. The LISA 2020 Global Network aims to enhance statistical and data science capability in developing countries through the creation of a network of collaboration laboratories (also known as “stat labs”). These stat labs are intended to serve as engines for development by training the next generation of collaborative statisticians and data scientists, providing research infrastructure for researchers, data producers, and decision-makers, and enabling evidence-based decision-making that has a positive impact on society. The research conducted at LISA 2020 focuses on practical methods and applications for sustainable growth of statistical capacity in developing nations.
Book Synopsis Monthly Catalog of United States Government Publications by :
Download or read book Monthly Catalog of United States Government Publications written by and published by . This book was released on 1976 with total page 1814 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Resources in Education written by and published by . This book was released on 1998 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book DAMA-DMBOK written by Dama International and published by . This book was released on 2017 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: Defining a set of guiding principles for data management and describing how these principles can be applied within data management functional areas; Providing a functional framework for the implementation of enterprise data management practices; including widely adopted practices, methods and techniques, functions, roles, deliverables and metrics; Establishing a common vocabulary for data management concepts and serving as the basis for best practices for data management professionals. DAMA-DMBOK2 provides data management and IT professionals, executives, knowledge workers, educators, and researchers with a framework to manage their data and mature their information infrastructure, based on these principles: Data is an asset with unique properties; The value of data can be and should be expressed in economic terms; Managing data means managing the quality of data; It takes metadata to manage data; It takes planning to manage data; Data management is cross-functional and requires a range of skills and expertise; Data management requires an enterprise perspective; Data management must account for a range of perspectives; Data management is data lifecycle management; Different types of data have different lifecycle requirements; Managing data includes managing risks associated with data; Data management requirements must drive information technology decisions; Effective data management requires leadership commitment.
Book Synopsis Emerging Technologies for Business Professionals by : Nishani Vincent
Download or read book Emerging Technologies for Business Professionals written by Nishani Vincent and published by John Wiley & Sons. This book was released on 2023-09-26 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embrace emerging technology in your own organization with jargon-free and practical guidance In Emerging Technologies for Business Professionals: A Nontechnical Guide to the Governance and Management of Disruptive Technologies, a team of accomplished accounting systems experts and educators delivers a straightforward and jargon-free management and governance blueprint of emerging technologies ideal for business professionals. In this book you will learn how to use cutting-edge technologies, including AI, analytics, robotic process automation, blockchain, and more to maintain competitive advantage while managing risks. The authors provide real-world examples and case studies of each of the discussed technologies, allowing readers to place the technical details in the context of identifiable business environments. Each chapter offers simple and useful insights in new technology that can be immediately applied by business professionals. Readers will also find: Discussions of a host of new computing technologies, including edge, cloud, and quantum computing Exploration of how the disruptive technologies such as metaverse and non-fungible tokens will impact business operations Easy-to-understand explanations of the latest, most relevant technologies with applications in accounting, marketing, and operations An essential resource for Certified Public Accountants, CPA candidates, and students of accounting and business, Emerging Technologies for Business Professionals will also earn a place in the libraries of anyone interested in adopting emerging technologies in their own organizations.
Book Synopsis Selected United States Government Publications by : United States. Superintendent of Documents
Download or read book Selected United States Government Publications written by United States. Superintendent of Documents and published by . This book was released on 1970 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis An Introductory Guide to EC Competition Law and Practice by : Valentine Korah
Download or read book An Introductory Guide to EC Competition Law and Practice written by Valentine Korah and published by . This book was released on 1994 with total page 2354 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Introduction to Computers for Healthcare Professionals by : Irene Joos
Download or read book Introduction to Computers for Healthcare Professionals written by Irene Joos and published by Jones & Bartlett Learning. This book was released on 2019-12-18 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Computers for Health Care Professionals, Seventh Edition is a contemporary computer literacy text geared toward nurses and other healthcare students.
Book Synopsis Selected U.S. Government Publications by :
Download or read book Selected U.S. Government Publications written by and published by . This book was released on 1972 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Psychology: An Introduction for Health Professionals by : Debra O'Kane
Download or read book Psychology: An Introduction for Health Professionals written by Debra O'Kane and published by Elsevier Health Sciences. This book was released on 2023-09-01 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding the basics of psychology – what drives human choices and behaviours – underpins good practice in health. Psychology: An Introduction for Health Professionals presents the latest relevant theories and concepts, as well as their application to specific health issues and clinical practice.Written by Deb O'Kane and other leading experts in the field, this book will help you understand more about why people act in certain ways related to their health and wellbeing, from diagnoses, health interventions and outcomes. For example, why does a person not complete a full course of antibiotics, or how can you expect a someone to respond to stress, loss or pain? Scenarios and reflection questions help to bring important psychology concepts to life.The book is written specifically for health science and nursing students undertaking discreet units of study in psychology, but will also be applicable to practitioners in their daily work. - Includes relevant theories and concepts in psychology, incorporating latest evidence - Focus on application to practice – suitable for both students and health practitioners - Covers the lifespan, from birth to ageing - Suite of 55 scenarios with reflection questions (additional 55 available on Evolve) bringing theory to life - Suitable for students in multiple different health disciplines Instructor resources on Evolve • PowerPoints • Testbank • Image Collection • Answer Key • Student Practice Questions • Additional Discipline-specific Case Studies - Updated to reflect priority issues impacting individuals and health practice, such as COVID-19 - Content divided into three sections for easy navigation from theories and underpinning knowledge through to application to health issues and discipline specific cases - Addition of crisis health, including major disasters and the pandemic
Book Synopsis Introduction to Reference Sources in the Health Sciences, Sixth Edition by : Jeffrey T. Huber
Download or read book Introduction to Reference Sources in the Health Sciences, Sixth Edition written by Jeffrey T. Huber and published by American Library Association. This book was released on 2014-04-22 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prepared in collaboration with the Medical Library Association, this completely updated, revised, and expanded edition lists classic and up-to-the-minute print and electronic resources in the health sciences, helping librarians find the answers that library users seek. Included are electronic versions of traditionally print reference sources, trustworthy electronic-only resources, and resources that library users can access from home or on the go through freely available websites or via library licenses. In this benchmark guide, the authors Include new chapters on health information seeking, point-of-care sources, and global health sources Focus on works that can be considered foundational or essential, in both print and electronic formats Address questions librarians need to consider in developing and maintaining their reference collections When it comes to questions involving the health sciences, this valuable resource will point both library staff and the users they serve in the right direction.
Book Synopsis Open Citizen Science Data and Methods by : Anne Bowser
Download or read book Open Citizen Science Data and Methods written by Anne Bowser and published by Frontiers Media SA. This book was released on 2022-11-25 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt:
