Information Theory, Inference and Learning Algorithms

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Author :
Publisher : Cambridge University Press
ISBN 13 : 9780521642989
Total Pages : 694 pages
Book Rating : 4.6/5 (429 download)

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Book Synopsis Information Theory, Inference and Learning Algorithms by : David J. C. MacKay

Download or read book Information Theory, Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.

Social Science Research

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Author :
Publisher : CreateSpace
ISBN 13 : 9781475146127
Total Pages : 156 pages
Book Rating : 4.1/5 (461 download)

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Book Synopsis Social Science Research by : Anol Bhattacherjee

Download or read book Social Science Research written by Anol Bhattacherjee and published by CreateSpace. This book was released on 2012-04-01 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages.

Strengthening Forensic Science in the United States

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Publisher : National Academies Press
ISBN 13 : 0309142393
Total Pages : 348 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Strengthening Forensic Science in the United States by : National Research Council

Download or read book Strengthening Forensic Science in the United States written by National Research Council and published by National Academies Press. This book was released on 2009-07-29 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scores of talented and dedicated people serve the forensic science community, performing vitally important work. However, they are often constrained by lack of adequate resources, sound policies, and national support. It is clear that change and advancements, both systematic and scientific, are needed in a number of forensic science disciplines to ensure the reliability of work, establish enforceable standards, and promote best practices with consistent application. Strengthening Forensic Science in the United States: A Path Forward provides a detailed plan for addressing these needs and suggests the creation of a new government entity, the National Institute of Forensic Science, to establish and enforce standards within the forensic science community. The benefits of improving and regulating the forensic science disciplines are clear: assisting law enforcement officials, enhancing homeland security, and reducing the risk of wrongful conviction and exoneration. Strengthening Forensic Science in the United States gives a full account of what is needed to advance the forensic science disciplines, including upgrading of systems and organizational structures, better training, widespread adoption of uniform and enforceable best practices, and mandatory certification and accreditation programs. While this book provides an essential call-to-action for congress and policy makers, it also serves as a vital tool for law enforcement agencies, criminal prosecutors and attorneys, and forensic science educators.

The Coding Manual for Qualitative Researchers

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Publisher : SAGE
ISBN 13 : 1446200124
Total Pages : 282 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis The Coding Manual for Qualitative Researchers by : Johnny Saldana

Download or read book The Coding Manual for Qualitative Researchers written by Johnny Saldana and published by SAGE. This book was released on 2009-02-19 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Coding Manual for Qualitative Researchers is unique in providing, in one volume, an in-depth guide to each of the multiple approaches available for coding qualitative data. In total, 29 different approaches to coding are covered, ranging in complexity from beginner to advanced level and covering the full range of types of qualitative data from interview transcripts to field notes. For each approach profiled, Johnny Saldaña discusses the method’s origins in the professional literature, a description of the method, recommendations for practical applications, and a clearly illustrated example.

World Development Report 2019

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Publisher : World Bank Publications
ISBN 13 : 1464813566
Total Pages : 201 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis World Development Report 2019 by : World Bank

Download or read book World Development Report 2019 written by World Bank and published by World Bank Publications. This book was released on 2018-10-31 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work is constantly reshaped by technological progress. New ways of production are adopted, markets expand, and societies evolve. But some changes provoke more attention than others, in part due to the vast uncertainty involved in making predictions about the future. The 2019 World Development Report will study how the nature of work is changing as a result of advances in technology today. Technological progress disrupts existing systems. A new social contract is needed to smooth the transition and guard against rising inequality. Significant investments in human capital throughout a person’s lifecycle are vital to this effort. If workers are to stay competitive against machines they need to train or retool existing skills. A social protection system that includes a minimum basic level of protection for workers and citizens can complement new forms of employment. Improved private sector policies to encourage startup activity and competition can help countries compete in the digital age. Governments also need to ensure that firms pay their fair share of taxes, in part to fund this new social contract. The 2019 World Development Report presents an analysis of these issues based upon the available evidence.

Report of the National Reading Panel

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781983502651
Total Pages : 30 pages
Book Rating : 4.5/5 (26 download)

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Book Synopsis Report of the National Reading Panel by : United States Congress

Download or read book Report of the National Reading Panel written by United States Congress and published by Createspace Independent Publishing Platform. This book was released on 2018-01-05 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Report of the National Reading Panel : hearing before a subcommittee of the Committee on Appropriations, United States Senate; One Hundred Sixth Congress, second session; special heÅ April 13, 2000; Washington, DC.

Teaching Children to Read: Reports of the subgroups

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Author :
Publisher :
ISBN 13 :
Total Pages : 486 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Teaching Children to Read: Reports of the subgroups by : National Reading Panel (U.S.)

Download or read book Teaching Children to Read: Reports of the subgroups written by National Reading Panel (U.S.) and published by . This book was released on 2000 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Lifelines

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Publisher : World Bank Publications
ISBN 13 : 1464814317
Total Pages : 316 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Lifelines by : Stephane Hallegatte

Download or read book Lifelines written by Stephane Hallegatte and published by World Bank Publications. This book was released on 2019-07-16 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Infrastructure—electricity, telecommunications, roads, water, and sanitation—are central to people’s lives. Without it, they cannot make a living, stay healthy, and maintain a good quality of life. Access to basic infrastructure is also a key driver of economic development. This report lays out a framework for understanding infrastructure resilience - the ability of infrastructure systems to function and meet users’ needs during and after a natural hazard. It focuses on four infrastructure systems that are essential to economic activity and people’s well-being: power systems, including the generation, transmission, and distribution of electricity; water and sanitation—especially water utilities; transport systems—multiple modes such as road, rail, waterway, and airports, and multiple scales, including urban transit and rural access; and telecommunications, including telephone and Internet connections.

National Standards & Grade-Level Outcomes for K-12 Physical Education

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Author :
Publisher : Human Kinetics
ISBN 13 : 1492584789
Total Pages : 136 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis National Standards & Grade-Level Outcomes for K-12 Physical Education by : SHAPE America - Society of Health and Physical Educators

Download or read book National Standards & Grade-Level Outcomes for K-12 Physical Education written by SHAPE America - Society of Health and Physical Educators and published by Human Kinetics. This book was released on 2014-03-13 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focused on physical literacy and measurable outcomes, empowering physical educators to help students meet the Common Core standards, and coming from a recently renamed but longstanding organization intent on shaping a standard of excellence in physical education, National Standards & Grade-Level Outcomes for K-12 Physical Education is all that and much more. Created by SHAPE America — Society of Health and Physical Educators (formerly AAHPERD) — this text unveils the new National Standards for K-12 Physical Education. The standards and text have been retooled to support students’ holistic development. This is the third iteration of the National Standards for K-12 Physical Education, and this latest version features two prominent changes: •The term physical literacy underpins the standards. It encompasses the three domains of physical education (psychomotor, cognitive, and affective) and considers not only physical competence and knowledge but also attitudes, motivation, and the social and psychological skills needed for participation. • Grade-level outcomes support the national physical education standards. These measurable outcomes are organized by level (elementary, middle, and high school) and by standard. They provide a bridge between the new standards and K-12 physical education curriculum development and make it easy for teachers to assess and track student progress across grades, resulting in physically literate students. In developing the grade-level outcomes, the authors focus on motor skill competency, student engagement and intrinsic motivation, instructional climate, gender differences, lifetime activity approach, and physical activity. All outcomes are written to align with the standards and with the intent of fostering lifelong physical activity. National Standards & Grade-Level Outcomes for K-12 Physical Education presents the standards and outcomes in ways that will help preservice teachers and current practitioners plan curricula, units, lessons, and tasks. The text also • empowers physical educators to help students meet the Common Core standards; • allows teachers to see the new standards and the scope and sequence for outcomes for all grade levels at a glance in a colorful, easy-to-read format; and • provides administrators, parents, and policy makers with a framework for understanding what students should know and be able to do as a result of their physical education instruction. The result is a text that teachers can confidently use in creating and enhancing high-quality programs that prepare students to be physically literate and active their whole lives.

Student Misconceptions and Errors in Physics and Mathematics

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Author :
Publisher : Springer Nature
ISBN 13 : 3030301885
Total Pages : 173 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Student Misconceptions and Errors in Physics and Mathematics by : Teresa Neidorf

Download or read book Student Misconceptions and Errors in Physics and Mathematics written by Teresa Neidorf and published by Springer Nature. This book was released on 2019-10-30 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access report explores the nature and extent of students’ misconceptions and misunderstandings related to core concepts in physics and mathematics and physics across grades four, eight and 12. Twenty years of data from the IEA’s Trends in International Mathematics and Science Study (TIMSS) and TIMSS Advanced assessments are analyzed, specifically for five countries (Italy, Norway, Russian Federation, Slovenia, and the United States) who participated in all or almost all TIMSS and TIMSS Advanced assessments between 1995 and 2015. The report focuses on students’ understandings related to gravitational force in physics and linear equations in mathematics. It identifies some specific misconceptions, errors, and misunderstandings demonstrated by the TIMSS Advanced grade 12 students for these core concepts, and shows how these can be traced back to poor foundational development of these concepts in earlier grades. Patterns in misconceptions and misunderstandings are reported by grade, country, and gender. In addition, specific misconceptions and misunderstandings are tracked over time, using trend items administered in multiple assessment cycles. The study and associated methodology may enable education systems to help identify specific needs in the curriculum, improve inform instruction across grades and also raise possibilities for future TIMSS assessment design and reporting that may provide more diagnostic outcomes.

Product Design and Development

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Author :
Publisher : Irwin/McGraw-Hill
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Product Design and Development by : Karl T. Ulrich

Download or read book Product Design and Development written by Karl T. Ulrich and published by Irwin/McGraw-Hill. This book was released on 2004 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents a set of product development techniques aimed at bringing together the marketing, design, and manufacturing functions of the enterprise. The integrative methods facilitate problem-solving and decision-making.

Administrative Careers with America (ACWA)

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Publisher : Arco
ISBN 13 : 9780768908671
Total Pages : 240 pages
Book Rating : 4.9/5 (86 download)

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Book Synopsis Administrative Careers with America (ACWA) by : Arco

Download or read book Administrative Careers with America (ACWA) written by Arco and published by Arco. This book was released on 2002-11-15 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Administrative Careers With America (ACWA) exam is the test required for thousands of entry-level administrative, professional, and technical positions with the federal government. This guide offers the only preparation available, providing everything test-takers need to launch rewarding government careers.

Quality Management and Accreditation in Hematopoietic Stem Cell Transplantation and Cellular Therapy

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Author :
Publisher : Springer Nature
ISBN 13 : 3030644928
Total Pages : 181 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Quality Management and Accreditation in Hematopoietic Stem Cell Transplantation and Cellular Therapy by : Mahmoud Aljurf

Download or read book Quality Management and Accreditation in Hematopoietic Stem Cell Transplantation and Cellular Therapy written by Mahmoud Aljurf and published by Springer Nature. This book was released on 2021-02-19 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides a concise yet comprehensive overview on how to build a quality management program for hematopoietic stem cell transplantation (HSCT) and cellular therapy. The text reviews all the essential steps and elements necessary for establishing a quality management program and achieving accreditation in HSCT and cellular therapy. Specific areas of focus include document development and implementation, audits and validation, performance measurement, writing a quality management plan, the accreditation process, data management, and maintaining a quality management program. Written by experts in the field, Quality Management and Accreditation in Hematopoietic Stem Cell Transplantation and Cellular Therapy: A Practical Guide is a valuable resource for physicians, healthcare professionals, and laboratory staff involved in the creation and maintenance of a state-of-the-art HSCT and cellular therapy program.

Diagnostic Radiology Physics

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Publisher :
ISBN 13 : 9789201310101
Total Pages : 0 pages
Book Rating : 4.3/5 (11 download)

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Book Synopsis Diagnostic Radiology Physics by : International Atomic Energy Agency

Download or read book Diagnostic Radiology Physics written by International Atomic Energy Agency and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication is aimed at students and teachers involved in programmes that train medical physicists for work in diagnostic radiology. It provides a comprehensive overview of the basic medical physics knowledge required in the form of a syllabus for the practice of modern diagnostic radiology. This makes it particularly useful for graduate students and residents in medical physics programmes. The material presented in the publication has been endorsed by the major international organizations and is the foundation for academic and clinical courses in both diagnostic radiology physics and in emerging areas such as imaging in radiotherapy.

Graph Representation Learning

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Publisher : Springer Nature
ISBN 13 : 3031015886
Total Pages : 141 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Graph Representation Learning by : William L. William L. Hamilton

Download or read book Graph Representation Learning written by William L. William L. Hamilton and published by Springer Nature. This book was released on 2022-06-01 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. This book provides a synthesis and overview of graph representation learning. It begins with a discussion of the goals of graph representation learning as well as key methodological foundations in graph theory and network analysis. Following this, the book introduces and reviews methods for learning node embeddings, including random-walk-based methods and applications to knowledge graphs. It then provides a technical synthesis and introduction to the highly successful graph neural network (GNN) formalism, which has become a dominant and fast-growing paradigm for deep learning with graph data. The book concludes with a synthesis of recent advancements in deep generative models for graphs—a nascent but quickly growing subset of graph representation learning.

Chemical Engineering Design

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Publisher : Elsevier
ISBN 13 : 0080966608
Total Pages : 1321 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Chemical Engineering Design by : Gavin Towler

Download or read book Chemical Engineering Design written by Gavin Towler and published by Elsevier. This book was released on 2012-01-25 with total page 1321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemical Engineering Design, Second Edition, deals with the application of chemical engineering principles to the design of chemical processes and equipment. Revised throughout, this edition has been specifically developed for the U.S. market. It provides the latest US codes and standards, including API, ASME and ISA design codes and ANSI standards. It contains new discussions of conceptual plant design, flowsheet development, and revamp design; extended coverage of capital cost estimation, process costing, and economics; and new chapters on equipment selection, reactor design, and solids handling processes. A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data, and Excel spreadsheet calculations, plus over 150 Patent References for downloading from the companion website. Extensive instructor resources, including 1170 lecture slides and a fully worked solutions manual are available to adopting instructors. This text is designed for chemical and biochemical engineering students (senior undergraduate year, plus appropriate for capstone design courses where taken, plus graduates) and lecturers/tutors, and professionals in industry (chemical process, biochemical, pharmaceutical, petrochemical sectors). New to this edition: - Revised organization into Part I: Process Design, and Part II: Plant Design. The broad themes of Part I are flowsheet development, economic analysis, safety and environmental impact and optimization. Part II contains chapters on equipment design and selection that can be used as supplements to a lecture course or as essential references for students or practicing engineers working on design projects. - New discussion of conceptual plant design, flowsheet development and revamp design - Significantly increased coverage of capital cost estimation, process costing and economics - New chapters on equipment selection, reactor design and solids handling processes - New sections on fermentation, adsorption, membrane separations, ion exchange and chromatography - Increased coverage of batch processing, food, pharmaceutical and biological processes - All equipment chapters in Part II revised and updated with current information - Updated throughout for latest US codes and standards, including API, ASME and ISA design codes and ANSI standards - Additional worked examples and homework problems - The most complete and up to date coverage of equipment selection - 108 realistic commercial design projects from diverse industries - A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data and Excel spreadsheet calculations plus over 150 Patent References, for downloading from the companion website - Extensive instructor resources: 1170 lecture slides plus fully worked solutions manual available to adopting instructors

Basic Methods of Policy Analysis and Planning

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Author :
Publisher : Routledge
ISBN 13 : 1317350006
Total Pages : 481 pages
Book Rating : 4.3/5 (173 download)

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Book Synopsis Basic Methods of Policy Analysis and Planning by : Carl Patton

Download or read book Basic Methods of Policy Analysis and Planning written by Carl Patton and published by Routledge. This book was released on 2015-08-26 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: Updated in its 3rd edition, Basic Methods of Policy Analysis and Planning presents quickly applied methods for analyzing and resolving planning and policy issues at state, regional, and urban levels. Divided into two parts, Methods which presents quick methods in nine chapters and is organized around the steps in the policy analysis process, and Cases which presents seven policy cases, ranging in degree of complexity, the text provides readers with the resources they need for effective policy planning and analysis. Quantitative and qualitative methods are systematically combined to address policy dilemmas and urban planning problems. Readers and analysts utilizing this text gain comprehensive skills and background needed to impact public policy.