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Foundations of Data Science

Author : Avrim Blum
Publisher : Cambridge University Press
ISBN 13 : 1108617360
Total Pages : 433 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Foundations of Data Science by : Avrim Blum

Download or read book Foundations of Data Science written by Avrim Blum and published by Cambridge University Press. This book was released on 2020-01-23 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.

Finding What Works in Health Care

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309164257
Total Pages : 267 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Finding What Works in Health Care by : Institute of Medicine

Download or read book Finding What Works in Health Care written by Institute of Medicine and published by National Academies Press. This book was released on 2011-07-20 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare decision makers in search of reliable information that compares health interventions increasingly turn to systematic reviews for the best summary of the evidence. Systematic reviews identify, select, assess, and synthesize the findings of similar but separate studies, and can help clarify what is known and not known about the potential benefits and harms of drugs, devices, and other healthcare services. Systematic reviews can be helpful for clinicians who want to integrate research findings into their daily practices, for patients to make well-informed choices about their own care, for professional medical societies and other organizations that develop clinical practice guidelines. Too often systematic reviews are of uncertain or poor quality. There are no universally accepted standards for developing systematic reviews leading to variability in how conflicts of interest and biases are handled, how evidence is appraised, and the overall scientific rigor of the process. In Finding What Works in Health Care the Institute of Medicine (IOM) recommends 21 standards for developing high-quality systematic reviews of comparative effectiveness research. The standards address the entire systematic review process from the initial steps of formulating the topic and building the review team to producing a detailed final report that synthesizes what the evidence shows and where knowledge gaps remain. Finding What Works in Health Care also proposes a framework for improving the quality of the science underpinning systematic reviews. This book will serve as a vital resource for both sponsors and producers of systematic reviews of comparative effectiveness research.

The Canada-US Border in the 21st Century

Author : John B. Sutcliffe
Publisher : Routledge
ISBN 13 : 1351790374
Total Pages : 241 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis The Canada-US Border in the 21st Century by : John B. Sutcliffe

Download or read book The Canada-US Border in the 21st Century written by John B. Sutcliffe and published by Routledge. This book was released on 2018-11-02 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Borders are critical to the development and survival of modern states, offer security against external threats, and mark public policy and identity difference. At the same time, borders, and borderlands, are places where people, ideas, and economic goods meet and intermingle. The United States-Canada border demonstrates all of the characteristics of modern borders, and epitomises the debates that surround them. This book examines the development of the US-Canada border, provides a detailed analysis of its current operation, and concludes with an evaluation of the border’s future. The central objective is to examine how the border functions in practice, presenting a series of case studies on its operation. This book will be of interest to scholars of North American integration and border studies, and to policy practitioners, who will be particularly interested in the case studies and what they say about the impact of border reform.

The Book of Five Rings

Author : Miyamoto Musashi
Publisher :
ISBN 13 : 9781935785972
Total Pages : 60 pages
Book Rating : 4.7/5 (859 download)

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Book Synopsis The Book of Five Rings by : Miyamoto Musashi

Download or read book The Book of Five Rings written by Miyamoto Musashi and published by . This book was released on 2010-09 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: Miyamoto Musashi's Go Rin no Sho or the book of five rings, is considered a classic treatise on military strategy, much like Sun Tzu's The Art of War and Chanakya's Arthashastra. The five "books" refer to the idea that there are different elements of battle, just as there are different physical elements in life, as described by Buddhism, Shinto, and other Eastern religions. Through the book Musashi defends his thesis: a man who conquers himself is ready to take it on on the world, should need arise.

Life Without Parole

Author : Charles J. Ogletree
Publisher : NYU Press
ISBN 13 : 0814762476
Total Pages : 344 pages
Book Rating : 4.8/5 (147 download)

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Book Synopsis Life Without Parole by : Charles J. Ogletree

Download or read book Life Without Parole written by Charles J. Ogletree and published by NYU Press. This book was released on 2012-06-04 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is life without parole the perfect compromise to the death penalty? Or is it as ethically fraught as capital punishment? This comprehensive, interdisciplinary anthology treats life without parole as “the new death penalty.” Editors Charles J. Ogletree, Jr. and Austin Sarat bring together original work by prominent scholars in an effort to better understand the growth of life without parole and its social, cultural, political, and legal meanings. What justifies the turn to life imprisonment? How should we understand the fact that this penalty is used disproportionately against racial minorities? What are the most promising avenues for limiting, reforming, or eliminating life without parole sentences in the United States? Contributors explore the structure of life without parole sentences and the impact they have on prisoners, where the penalty fits in modern theories of punishment, and prospects for (as well as challenges to) reform.

The Human Right to Science

Author : Cesare P. R. Romano
Publisher : Oxford University Press
ISBN 13 : 0197768997
Total Pages : 905 pages
Book Rating : 4.1/5 (977 download)

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Book Synopsis The Human Right to Science by : Cesare P. R. Romano

Download or read book The Human Right to Science written by Cesare P. R. Romano and published by Oxford University Press. This book was released on 2024 with total page 905 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Human Right to Science offers a thorough and systematic analysis of the right to science in all of its critical aspects. Authored by experts in international law and science policy, the book meticulously explores the right's origins, development, and normative content. In doing so, it uncovers previously unarticulated entitlements and obligations, offering new insights on human rights interconnections.

Handbook of Regional Conflict Resolution Initiatives in the Global South

Author : Jeronimo Delgado-Caicedo
Publisher : Taylor & Francis
ISBN 13 : 1000620565
Total Pages : 358 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Handbook of Regional Conflict Resolution Initiatives in the Global South by : Jeronimo Delgado-Caicedo

Download or read book Handbook of Regional Conflict Resolution Initiatives in the Global South written by Jeronimo Delgado-Caicedo and published by Taylor & Francis. This book was released on 2022-07-28 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the first half of the twentieth century, the international system was largely dominated by the USA and the colonial powers of western Europe. After the two world wars, the political and economic dominance of these states guaranteed them and their allies an almost complete control of world politics. However, as it is the norm in the international system, power structures are not immutable. After the end of the Cold War, rapid changes to the existing international hierarchies took place, as new countries from the so-called ‘‘developing world’’ began to emerge as crucial actors capable of questioning and altering the power dynamics of the world. It is therefore unthinkable to ignore emerging countries such as Russia, the People’s Republic of China, India, Brazil or South Africa in the decision-making process in today’s world order. In addition, there is a group of smaller, yet increasingly important countries that, while acknowledging their inability radically to change the rules of the international system, are still eager to shift power relations and enhance their influence in the world. Argentina, Colombia, Egypt, Indonesia, Iran, South Korea, Mexico, Nigeria, Pakistan, Saudi Arabia, Turkey and Vietnam are generally recognised as part of this grouping of emerging powers from the Global South. While there is a consensus amongst academics that emerging powers from the Global South must have a stabilising role within their own regions, previous analyses have focused primarily on the impact that emerging powers have had in their own regions’ conflict resolution initiatives. This volume, instead, aims to go beyond these analyses and provide new insights regarding the effect that this stabilising role has on the continental and global positioning of emerging powers. In other words, this book explores the relation between a country’s involvement in conflict resolution initiatives and its positioning in the international system. The volume will contribute to this approach using the perspective of academics and practitioners from countries of the Global South, particularly from states that have strengthened - or sometimes weakened - their position in the international hierarchy of power through a leading role in regional conflict resolution initiatives.

Registries for Evaluating Patient Outcomes

Author : Agency for Healthcare Research and Quality/AHRQ
Publisher : Government Printing Office
ISBN 13 : 1587634333
Total Pages : 385 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Registries for Evaluating Patient Outcomes by : Agency for Healthcare Research and Quality/AHRQ

Download or read book Registries for Evaluating Patient Outcomes written by Agency for Healthcare Research and Quality/AHRQ and published by Government Printing Office. This book was released on 2014-04-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. For the purposes of this guide, a patient registry is an organized system that uses observational study methods to collect uniform data (clinical and other) to evaluate specified outcomes for a population defined by a particular disease, condition, or exposure, and that serves one or more predetermined scientific, clinical, or policy purposes. A registry database is a file (or files) derived from the registry. Although registries can serve many purposes, this guide focuses on registries created for one or more of the following purposes: to describe the natural history of disease, to determine clinical effectiveness or cost-effectiveness of health care products and services, to measure or monitor safety and harm, and/or to measure quality of care. Registries are classified according to how their populations are defined. For example, product registries include patients who have been exposed to biopharmaceutical products or medical devices. Health services registries consist of patients who have had a common procedure, clinical encounter, or hospitalization. Disease or condition registries are defined by patients having the same diagnosis, such as cystic fibrosis or heart failure. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews.

Indigenous Data Sovereignty

Author : Tahu Kukutai
Publisher : ANU Press
ISBN 13 : 1760460311
Total Pages : 344 pages
Book Rating : 4.7/5 (64 download)

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Book Synopsis Indigenous Data Sovereignty by : Tahu Kukutai

Download or read book Indigenous Data Sovereignty written by Tahu Kukutai and published by ANU Press. This book was released on 2016-11-14 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the global ‘data revolution’ accelerates, how can the data rights and interests of indigenous peoples be secured? Premised on the United Nations Declaration on the Rights of Indigenous Peoples, this book argues that indigenous peoples have inherent and inalienable rights relating to the collection, ownership and application of data about them, and about their lifeways and territories. As the first book to focus on indigenous data sovereignty, it asks: what does data sovereignty mean for indigenous peoples, and how is it being used in their pursuit of self-determination? The varied group of mostly indigenous contributors theorise and conceptualise this fast-emerging field and present case studies that illustrate the challenges and opportunities involved. These range from indigenous communities grappling with issues of identity, governance and development, to national governments and NGOs seeking to formulate a response to indigenous demands for data ownership. While the book is focused on the CANZUS states of Canada, Australia, Aotearoa/New Zealand and the United States, much of the content and discussion will be of interest and practical value to a broader global audience. ‘A debate-shaping book … it speaks to a fast-emerging field; it has a lot of important things to say; and the timing is right.’ — Stephen Cornell, Professor of Sociology and Faculty Chair of the Native Nations Institute, University of Arizona ‘The effort … in this book to theorise and conceptualise data sovereignty and its links to the realisation of the rights of indigenous peoples is pioneering and laudable.’ — Victoria Tauli-Corpuz, UN Special Rapporteur on the Rights of Indigenous Peoples, Baguio City, Philippines

When Care Work Goes Global

Author : Mary Romero
Publisher : Routledge
ISBN 13 : 1134762259
Total Pages : 330 pages
Book Rating : 4.1/5 (347 download)

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Book Synopsis When Care Work Goes Global by : Mary Romero

Download or read book When Care Work Goes Global written by Mary Romero and published by Routledge. This book was released on 2016-02-11 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Women who migrate into domestic labour and care work are the single largest female occupational group migrating globally at present. Their participation in global migration systems has been acknowledged but remains under-theorized. Specifically, the impacts of women migrating into care work in the receiving as well as the sending societies are profound, altering gendered aspects of both societies. We know that migration systems link the women who migrate and the households and organizations that employ domestic and care workers, but how do these migration systems work, and more importantly, what are their impacts on the sending as well as the receiving societies? How do sending and receiving societies regulate women’s migration for care work and how do these labour market exchanges take place? How is reproductive labour changed in the receiving society when it is done by women who are subject to multifaceted othering/racializing processes? A must buy acquisition, When Care Work Goes Global will be an extremely valuable addition for course adoption in migration, labour and gender courses taught in Sociology, Anthropology, Geography, Women's Studies, Area Studies, and International Development Studies.

Rights, Promotion and Integration Issues for Minority Languages in Europe

Author : Susanna Pertot
Publisher : Palgrave MacMillan
ISBN 13 :
Total Pages : 294 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Rights, Promotion and Integration Issues for Minority Languages in Europe by : Susanna Pertot

Download or read book Rights, Promotion and Integration Issues for Minority Languages in Europe written by Susanna Pertot and published by Palgrave MacMillan. This book was released on 2009 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: A description and analysis of the problems facing the minority languages of Europe during the coming years of political and economic integration.

Commerce Business Daily

Author :
Publisher :
ISBN 13 :
Total Pages : 1996 pages
Book Rating : 4.:/5 (334 download)

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Book Synopsis Commerce Business Daily by :

Download or read book Commerce Business Daily written by and published by . This book was released on 1998-10 with total page 1996 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Europe on the Move

Author : A. T. Lane
Publisher : LIT Verlag Münster
ISBN 13 : 3825889475
Total Pages : 206 pages
Book Rating : 4.8/5 (258 download)

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Book Synopsis Europe on the Move by : A. T. Lane

Download or read book Europe on the Move written by A. T. Lane and published by LIT Verlag Münster. This book was released on 2005 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of essays by a multinational group of authors examines the political, social and economic consequences of the most recent enlargement of the European Union. It does not confine itself to a discussion of the impact on the new member states but also considers the likely effects of this enlargement on the EU itself. These effects include not only the familiar need for new modes of governance but also involve other changes resulting from a process of what has been called mutual learning. These essays analyse various aspects of this process starting with the Constitutional Convention. Sometimes the focus is on the impact on the new members, sometimes on the changes likely to occur in the EU and its older members as a result of this enlargement. The emphasis on change is encapsulated in the book's title, 'Europe on the Move'.

The British National Bibliography

Author : Arthur James Wells
Publisher :
ISBN 13 :
Total Pages : 2492 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The British National Bibliography by : Arthur James Wells

Download or read book The British National Bibliography written by Arthur James Wells and published by . This book was released on 2006 with total page 2492 pages. Available in PDF, EPUB and Kindle. Book excerpt:

CRC Standard Mathematical Tables and Formulae, 32nd Edition

Author : Daniel Zwillinger
Publisher : CRC Press
ISBN 13 : 1439835500
Total Pages : 792 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis CRC Standard Mathematical Tables and Formulae, 32nd Edition by : Daniel Zwillinger

Download or read book CRC Standard Mathematical Tables and Formulae, 32nd Edition written by Daniel Zwillinger and published by CRC Press. This book was released on 2011-06-22 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: With over 6,000 entries, CRC Standard Mathematical Tables and Formulae, 32nd Edition continues to provide essential formulas, tables, figures, and descriptions, including many diagrams, group tables, and integrals not available online. This new edition incorporates important topics that are unfamiliar to some readers, such as visual proofs and sequences, and illustrates how mathematical information is interpreted. Material is presented in a multisectional format, with each section containing a valuable collection of fundamental tabular and expository reference material. New to the 32nd Edition A new chapter on Mathematical Formulae from the Sciences that contains the most important formulae from a variety of fields, including acoustics, astrophysics, epidemiology, finance, statistical mechanics, and thermodynamics New material on contingency tables, estimators, process capability, runs test, and sample sizes New material on cellular automata, knot theory, music, quaternions, and rational trigonometry Updated and more streamlined tables Retaining the successful format of previous editions, this comprehensive handbook remains an invaluable reference for professionals and students in mathematical and scientific fields.

Construction Labor Report

Author :
Publisher :
ISBN 13 :
Total Pages : 1002 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Construction Labor Report by :

Download or read book Construction Labor Report written by and published by . This book was released on 2009-03 with total page 1002 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Climate Intervention

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309305322
Total Pages : 235 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Climate Intervention by : National Research Council

Download or read book Climate Intervention written by National Research Council and published by National Academies Press. This book was released on 2015-06-17 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: The signals are everywhere that our planet is experiencing significant climate change. It is clear that we need to reduce the emissions of carbon dioxide and other greenhouse gases from our atmosphere if we want to avoid greatly increased risk of damage from climate change. Aggressively pursuing a program of emissions abatement or mitigation will show results over a timescale of many decades. How do we actively remove carbon dioxide from the atmosphere to make a bigger difference more quickly? As one of a two-book report, this volume of Climate Intervention discusses CDR, the carbon dioxide removal of greenhouse gas emissions from the atmosphere and sequestration of it in perpetuity. Climate Intervention: Carbon Dioxide Removal and Reliable Sequestration introduces possible CDR approaches and then discusses them in depth. Land management practices, such as low-till agriculture, reforestation and afforestation, ocean iron fertilization, and land-and-ocean-based accelerated weathering, could amplify the rates of processes that are already occurring as part of the natural carbon cycle. Other CDR approaches, such as bioenergy with carbon capture and sequestration, direct air capture and sequestration, and traditional carbon capture and sequestration, seek to capture CO2 from the atmosphere and dispose of it by pumping it underground at high pressure. This book looks at the pros and cons of these options and estimates possible rates of removal and total amounts that might be removed via these methods. With whatever portfolio of technologies the transition is achieved, eliminating the carbon dioxide emissions from the global energy and transportation systems will pose an enormous technical, economic, and social challenge that will likely take decades of concerted effort to achieve. Climate Intervention: Carbon Dioxide Removal and Reliable Sequestration will help to better understand the potential cost and performance of CDR strategies to inform debate and decision making as we work to stabilize and reduce atmospheric concentrations of carbon dioxide.