Repurposing Legacy Data

Author : Jules J. Berman
Publisher : Elsevier
ISBN 13 : 0128029153
Total Pages : 169 pages
Book Rating : 4.52/5 ( download)

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Download or read book Repurposing Legacy Data written by Jules J. Berman and published by Elsevier. This book was released on 2015-03-13 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: Repurposing Legacy Data: Innovative Case Studies takes a look at how data scientists have re-purposed legacy data, whether their own, or legacy data that has been donated to the public domain. Most of the data stored worldwide is legacy data—data created some time in the past, for a particular purpose, and left in obsolete formats. As with keepsakes in an attic, we retain this information thinking it may have value in the future, though we have no current use for it. The case studies in this book, from such diverse fields as cosmology, quantum physics, high-energy physics, microbiology, psychiatry, medicine, and hospital administration, all serve to demonstrate how innovative people draw value from legacy data. By following the case examples, readers will learn how legacy data is restored, merged, and analyzed for purposes that were never imagined by the original data creators. Discusses how combining existing data with other data sets of the same kind can produce an aggregate data set that serves to answer questions that could not be answered with any of the original data Presents a method for re-analyzing original data sets using alternate or improved methods that can provide outcomes more precise and reliable than those produced in the original analysis Explains how to integrate heterogeneous data sets for the purpose of answering questions or developing concepts that span several different scientific fields

Author : Nancy D. Courtney
Publisher : Bloomsbury Publishing USA
ISBN 13 : 159158941X
Total Pages : 181 pages
Book Rating : 4.19/5 ( download)

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Download or read book More Technology for the Rest of Us written by Nancy D. Courtney and published by Bloomsbury Publishing USA. This book was released on 2010-02-26 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this valuable book, 11 chapters each overview a technology of interest to librarians working in the field today. From cloud computing to data curation to open-source software, the world of technology offers great opportunity—and potential frustration. Nancy Courtney and her team of IT experts have set out to enhance the former and alleviate the latter. More Technology for the Rest of Us: A Second Primer on Computing for the Non-IT Librarian follows up on Courtney's 2005 technology volume by tackling the most recent advances in IT. Each chapter describes a technology important to the library field, explains how it works in terms a non-IT professional can understand, and describes its uses. The essays in More Technology for the Rest of Us are not meant to make readers experts, but to provide a basic introduction to some of the current technologies impacting libraries and their patrons. Articles are brief and clearly written, and computer jargon is defined and explained. Each chapter lists references for further information, and there is a selected bibliography and glossary at the end of the book.

Author : Bren Neale
Publisher : SAGE
ISBN 13 : 1526455153
Total Pages : 416 pages
Book Rating : 4.54/5 ( download)

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Download or read book The Craft of Qualitative Longitudinal Research written by Bren Neale and published by SAGE. This book was released on 2021-03-17 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brimming with life maps, life history calendars, and extracts from transcripts and diaries, this book illustrates by example the unique principles, challenges, and applications of qualitative longitudinal research. Synthesizing current literature on qualitative longitudinal research, it brings together sociological theory and empirically driven longitudinal studies while also highlighting a range of possible research approaches. With a consistent balance of conceptual discussions with hands-on advice, it provides readers with the foundation to adapt lessons-learned from other researchers to fit their own qualitative longitudinal studies. Supported by research tools such as conceptual road maps, short data extracts, consent forms, and other data organization tools, this book provides everything postgraduate researchers need to transition from the classroom to the field.

Author : Jules J. Berman
Publisher : Academic Press
ISBN 13 : 0128213620
Total Pages : 292 pages
Book Rating : 4.29/5 ( download)

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Download or read book Logic and Critical Thinking in the Biomedical Sciences written by Jules J. Berman and published by Academic Press. This book was released on 2020-07-08 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: All too often, individuals engaged in the biomedical sciences assume that numeric data must be left to the proper authorities (e.g., statisticians and data analysts) who are trained to apply sophisticated mathematical algorithms to sets of data. This is a terrible mistake. Individuals with keen observational skills, regardless of their mathematical training, are in the best position to draw correct inferences from their own data and to guide the subsequent implementation of robust, mathematical analyses. Volume 2 of Logic and Critical Thinking in the Biomedical Sciences provides readers with a repertoire of deductive non-mathematical methods that will help them draw useful inferences from their own data.Volumes 1 and 2 of Logic and Critical Thinking in the Biomedical Sciences are written for biomedical scientists and college-level students engaged in any of the life sciences, including bioinformatics and related data sciences. Demonstrates that a great deal can be deduced from quantitative data, without applying any statistical or mathematical analyses Provides readers with simple techniques for quickly reviewing and finding important relationships hidden within large and complex sets of data Using examples drawn from the biomedical literature, discusses common pitfalls in data interpretation and how they can be avoided

Author : Jules J Berman
Publisher : Academic Press
ISBN 13 : 0128156104
Total Pages : 480 pages
Book Rating : 4.00/5 ( download)

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Download or read book Principles and Practice of Big Data written by Jules J Berman and published by Academic Press. This book was released on 2018-07-23 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principles and Practice of Big Data: Preparing, Sharing, and Analyzing Complex Information, Second Edition updates and expands on the first edition, bringing a set of techniques and algorithms that are tailored to Big Data projects. The book stresses the point that most data analyses conducted on large, complex data sets can be achieved without the use of specialized suites of software (e.g., Hadoop), and without expensive hardware (e.g., supercomputers). The core of every algorithm described in the book can be implemented in a few lines of code using just about any popular programming language (Python snippets are provided). Through the use of new multiple examples, this edition demonstrates that if we understand our data, and if we know how to ask the right questions, we can learn a great deal from large and complex data collections. The book will assist students and professionals from all scientific backgrounds who are interested in stepping outside the traditional boundaries of their chosen academic disciplines. Presents new methodologies that are widely applicable to just about any project involving large and complex datasets Offers readers informative new case studies across a range scientific and engineering disciplines Provides insights into semantics, identification, de-identification, vulnerabilities and regulatory/legal issues Utilizes a combination of pseudocode and very short snippets of Python code to show readers how they may develop their own projects without downloading or learning new software

Author : Jules J. Berman
Publisher : Morgan Kaufmann
ISBN 13 : 0128038543
Total Pages : 398 pages
Book Rating : 4.43/5 ( download)

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Download or read book Data Simplification written by Jules J. Berman and published by Morgan Kaufmann. This book was released on 2016-03-10 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of skills and tools. This book provides data scientists from every scientific discipline with the methods and tools to simplify their data for immediate analysis or long-term storage in a form that can be readily repurposed or integrated with other data. Drawing upon years of practical experience, and using numerous examples and use cases, Jules Berman discusses the principles, methods, and tools that must be studied and mastered to achieve data simplification, open source tools, free utilities and snippets of code that can be reused and repurposed to simplify data, natural language processing and machine translation as a tool to simplify data, and data summarization and visualization and the role they play in making data useful for the end user. Discusses data simplification principles, methods, and tools that must be studied and mastered Provides open source tools, free utilities, and snippets of code that can be reused and repurposed to simplify data Explains how to best utilize indexes to search, retrieve, and analyze textual data Shows the data scientist how to apply ontologies, classifications, classes, properties, and instances to data using tried and true methods

Author : Jules J. Berman
Publisher : Academic Press
ISBN 13 : 0128171278
Total Pages : 357 pages
Book Rating : 4.71/5 ( download)

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Download or read book Evolution's Clinical Guidebook written by Jules J. Berman and published by Academic Press. This book was released on 2019-04-25 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolution's Clinical Guidebook: Translating Ancient Genes into Precision Medicine demonstrates, through well-documented examples, how an understanding of the phylogenetic ancestry of humans allows us to make sense out of the flood of genetic data streaming from modern laboratories and how it can lead us to new ways to prevent, diagnose and treat diseases. Topics cover evolution and human genome, meiosis and other recombinants events, embryology, speciation, phylogeny, rare and common diseases, and the evolution of aging. This book is a valuable source for bioinformaticians and those in the biomedical field who need knowledge, down to gene level, to fully comprehend currently available data. Offers an innovative approach, focusing on how disease-associated pathways evolved Explains how the fields of phylogeny and embryology have become closely tied to the fields of genetics and bioinformatics Demonstrates how students and biomedical professionals can apply the knowledge obtained in this book to the theory and practice of precision medicine

Author : Jules J. Berman
Publisher : Academic Press
ISBN 13 : 012817577X
Total Pages : 399 pages
Book Rating : 4.74/5 ( download)

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Download or read book Taxonomic Guide to Infectious Diseases written by Jules J. Berman and published by Academic Press. This book was released on 2019-05-31 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taxonomic Guide to Infectious Diseases: Understanding the Biologic Classes of Pathogenic Organisms, Second Edition tackles the complexity of clinical microbiology by assigning every infectious organism to one of 40+ taxonomic classes and providing a description of the defining traits that apply to all the organisms within each class. This edition is an updated, revised and greatly expanded guide to the classes of organisms that infect humans. This book will provide students and clinicians alike with a simplified way to understand the complex fields of clinical microbiology and parasitology. Focuses on human disease processes and includes numerous clinical tips for healthcare providers Describes the principles of classification and explains why the science of taxonomy is vital to the fields of bioinformatics and modern disease research Provides images of prototypical organisms for taxonomic classes Includes a section that lists common taxonomic pitfalls and how they can be avoided

Author : Eric Monteiro
Publisher : MIT Press
ISBN 13 : 0262372290
Total Pages : 229 pages
Book Rating : 4.99/5 ( download)

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Download or read book Digital Oil written by Eric Monteiro and published by MIT Press. This book was released on 2022-11-08 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: How is digitalization of the offshore oil industry fundamentally changing how we understand work and ways of knowing? Digitalization sits at the forefront of public and academic conversation today, calling into question how we work and how we know. In Digital Oil, Eric Monteiro uses the Norwegian offshore oil and gas industry as a lens to investigate the effects of digitalization on embodied labor, and in doing so shows how our use of new digital technology transforms work and knowing. For years, roughnecks have performed the dangerous and unwieldy work of extracting the oil that lies three miles below the seabed along the Norwegian Continental Shelf. Today, the Norwegian oil industry is largely digital, operated by sensors and driven by data. Digital representations of physical processes inform work practices and decision-making with remotely operated, unmanned deep-sea facilities. Drawing on two decades of in-depth interviews, observations, news clips, and studies of this industry, Eric Monteiro dismantles the divide between the virtual and the physical in Digital Oil. What is gained or lost when objects and processes become algorithmic phenomena with the digital inferred from the physical? How can data-driven work practices and operational decision-making approximate qualitative interpretation, professional judgement, and evaluation? How are emergent digital platforms and infrastructures, as machineries of knowing, enabling digitalization? In answering these questions Monteiro offers a novel analysis of digitalization as an effort to press the limits of quantification of the qualitative.

Author : Pallab Chatterjee
Publisher : Springer Science & Business Media
ISBN 13 : 1461502411
Total Pages : 141 pages
Book Rating : 4.18/5 ( download)

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Download or read book Legacy Data: A Structured Methodology for Device Migration in DSM Technology written by Pallab Chatterjee and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique book deals with the migration of existing hard IP from one technology to another, using repeatable procedures. It will allow CAD practitioners to quickly develop methodologies that capitalize on the large volumes of legacy data available within a company today.