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Streamlining Your Research Laboratory with Python by Mark F. Russo, William Neil
English | July 22nd, 2025 | ISBN: 1394249888 | 384 pages | True EPUB | 6.05 MB
Enables scientists and researchers to efficiently use one of the most popular programming languages in their day-to-day work

Streamlining Your Research Laboratory with Python covers the Python programming language and its ecosystem of tools applied to tasks encountered by laboratory scientists and technicians working in the life sciences. After opening with the basics of Python, the chapters move through working with and analyzing data, generating reports, and automating the lab environment.
The book includes example processes within chapters and code listings on nearly every page along with schematics and Descriptions that can clearly illustrate Python at work in the lab. The book also explores some real-world examples of Python's application in research settings, demonstrating its potential to streamline processes, improve productivity, and foster innovation.
Streamlining Your Research Laboratory with Python includes information on:
* Language basics including the interactive console, data types, variables and literals, strings, and expressions using operators
* Custom functions and exceptions such as arguments and parameters, names and scope, and decorators
* Conditional and repeated execution as methods to control the flow of a program
* Tools such as JupyterLab, MatDescriptionlib, NumPy, pandas DataFrame, and SciPy
* Report generation in Microsoft Word and PowerPoint, PDF report generation, and serving results through HTTP and email automatically
Whether you are a biologist analyzing genetic data, a chemist scouting synthesis routes, an engineer optimizing machine parameters, or a social scientist studying human behavior, Streamlining Your Research Laboratory with Python serves as a logical and practical guide to add Python to your research toolkit.



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Strengthening a Workforce for Innovative Regulatory Science in Therapeutics Development : Workshop Summary By Institute of Medicine; Board on Health Sciences Policy; and Translation Development Forum on Drug Discovery; Anne B. Claiborne; Steve Olson
2012 | 118 Pages | ISBN: 0309222141 | EPUB | 1 MB
The development and application of regulatory science - which FDA has defined as the science of developing new tools, standards, and approaches to assess the safety, efficacy, quality, and performance of FDA-regulated products - calls for a well-trained, scientifically engaged, and motivated workforce. FDA faces challenges in retaining regulatory scientists and providing them with opportunities for professional development. In the private sector, advancement of innovative regulatory science in drug development has not always been clearly defined, well coordinated, or connected to the needs of the agency. As a follow-up to a 2010 workshop, the IOM held a workshop on September 20-21, 2011, to provide a format for establishing a specific agenda to implement the vision and principles relating to a regulatory science workforce and disciplinary infrastructure as discussed in the 2010 workshop.




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Strengthening American Manufacturing : The Role of the Manufacturing Extension Partnership: Summary of a Symposium By National Research Council; Policy and Global Affairs; and Economic Policy Technology Board on Science; Committee on 21st Century Manufacturing: The Role of the Manufacturing Extension Partnership Program of the National Institute of Standards and Tec
2013 | 173 Pages | ISBN: 0309285062 | EPUB | 1 MB
The Manufacturing Extension Partnership (MEP)-a program of the U.S. Department of Commerce's National Institute of Standards and Technology (NIST)-has sought for more than two decades to strengthen American manufacturing. It is a national network of affiliated manufacturing extension centers and field offices located throughout all fifty states and Puerto Rico. Qualified MEP Centers work directly with small and medium manufacturing firms in their state or sub-state region, providing expertise, services and assistance directed to foster growth, improve supply chain positioning, leverage emerging technologies, upgrade manufacturing processes, develop work force training, and apply and implement new information. Strengthening American Manufacturing: The Role of the Manufacturing Extension Partnership is the summary of a symposium convened to review current operations and some of the recent MEP initiatives in the broader context of global manufacturing trends and the opportunities for high-value manufacturing companies. Business leaders, academic experts, and state and federal officials addressed the metrics and impacts of MEP and identified potential areas of improvement. The meeting drew attention to the scale and focuses of MEP, and highlighted the role it plays in supporting and enabling U.S. manufacturers to compete more effectively in the global marketplace. This report includes an overview of key issues raised at this workshop and a detailed summary of the conference presentations.




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Strengthening Community : Social Insurance in a Diverse America By Kathleen Buto; Martha Priddy Patterson; William E. Spriggs; Maya Rockeymoore
2004 | 295 Pages | ISBN: 0815712812 | PDF | 1 MB
This new volume from the National Academy of Social Insurance raises a provocative question that goes to the heart of discussion about social insurance and diversity --to what extent must social insurance programs address historical, social, and economic inequities? The contributors explore issues of equity and diversity in social insurance programs in America today. Some argue that differences in the treatment of racial and ethnic minorities have contributed to contemporary "gaps" that span an array of socioeconomic indicators, including education, wealth, life expectancy, and health status. These indicators are central to the administration of social insurance programs because they help determine not only the type and amount of benefits distributed but also whether benefits are received at all. Contributors include Rep. Xavier Becerra (D-Calif.), Kathleen Buto (Johnson & Johnson), Adam Carasso (Urban Institute), Donna Chiffriller (Verizon), Lee Cohen (Social Security Administration), Cecilia Conrad (Pomona College), Paul Eggers (National Institute of Diabetes and Digestive and Kidney Disorders), James Randolph Farris (Centers for Medicare and Medicaid Services), Linda Fishman (Senate Finance Committee), Nancy M. Gordon (U.S. Census Bureau), J. Lee Hargraves (Center for Studying Health System Change), Pamela Herd (University of Michigan), Kim Hildred (House Ways and Means Committee), Audrietta C. Izlar (Verizon), Kilolo Kijakazi (Ford Foundation), Cheryl Hill Lee (National Urban League), Robert C. Lieberman (Columbia University), James B. Lockhart III (Social Security Administration), Vicky Lovell (Institute for Women's Policy Research), Nicole Lurie (RAND), Cindy Mann (Georgetown University), Jerry Mashaw (Yale University), John T. Monahan (Annie E. Casey Foundation), Samuel L. Myers Jr. (University of Minnesota), Leslie Norwalk (Centers for Medicare and Medicaid Services), Kathryn Olson (House Committee on Ways and Means), Jill Quadagno (Florida State University), Brian D. Smedley (Institute of Medicine), Eugene Steuerle (Urban Institute), Ray Suarez (The News Hour with Jim Lehrer), and Ruby Takanishi (Foundation for Child Development).




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Strengthening High School Chemistry Education Through Teacher Outreach Programs : A Workshop Summary to the Chemical Sciences Roundtable By National Research Council; Division on Earth and Life Studies; Board on Chemical Sciences and Technology; Chemical Sciences Roundtable; Steve Olson
2009 | 70 Pages | ISBN: 0309128609 | PDF | 1 MB
A strong chemical workforce in the United States will be essential to the ability to address many issues of societal concern in the future, including demand for renewable energy, more advanced materials, and more sophisticated pharmaceuticals. High school chemistry teachers have a critical role to play in engaging and supporting the chemical workforce of the future, but they must be sufficiently knowledgeable and skilled to produce the levels of scientific literacy that students need to succeed. To identify key leverage points for improving high school chemistry education, the National Academies' Chemical Sciences Roundtable held a public workshop, summarized in this volume, that brought together representatives from government, industry, academia, scientific societies, and foundations involved in outreach programs for high school chemistry teachers. Presentations at the workshop, which was held in August 2008, addressed the current status of high school chemistry education; provided examples of public and private outreach programs for high school chemistry teachers; and explored ways to evaluate the success of these outreach programs.




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Strengthening Peer Review in Federal Agencies That Support Education Research By National Research Council; Division of Behavioral and Social Sciences and Education; Center for Education; Committee on Research in Education; Lauress L. Wise; Jack M. Fletcher; Lisa Towne; Lauress L. Wise
2004 | 106 Pages | ISBN: 0309090997 | PDF | 1 MB
Peer review is a method used to inform decision-making by engaging experts in a critical evaluation of the merits of a product or proposal. It is most commonly known as a mechanism for judging the quality of proposals for research funding, or manuscripts submitted for publication in academic journals. It is at once a tool with which scientific judgment is formalized and decisions about the allocation of scarce public resources are legitimized. Strengthening Peer Review in Federal Agencies That Support Education Research seeks to advance an improved understanding of a scientific approach to addressing education problems and to engage the field of education research in action-oriented dialogue about how to further the accumulation of scientific knowledge. The focus of this report is on peer review as it is applied to the evaluation of proposals for federal funding of education research projects.




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Strolling Through Istanbul: The Classic Guide to the City by Hilary Sumner-Boyd, John Freely
English | June 18, 2019 | ISBN: 1838600027 | 512 pages | PDF | 6.77 Mb
'The best travel guide to Istanbul' - The Times

Practical and informative, readable and vividly described, this is the definitive guide to and story of Istanbul, by those who know it best.
This is the 2009 revised and updated edition of the classic guide to Istanbul, originally published thirty-seven years previously, which continues to inform and enchant visitors.
Taking the reader on foot through this captivating city - European City of Culture 2010 - the authors describe the historic monuments and sites of what was once Constantinople and the capital in turn of the Byzantine and Ottoman Empires, in the context of the great living city.
Woven throughout are vivid anecdotes, secret histories, hidden gems and every major place of interest the traveller will want to see.


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Structural Behaviour and Innovation of Recycled Aggregate Concrete:
RILEM Technical Committee 273-RAC_Volume 2

English | 2025 | ISBN: 3031868242 | 531 Pages | PDF (True) | 43 MB

This book presents the work of the RILEM Technical Committee 273-RAC on Structural Behaviour and Innovation of Recycled Aggregate Concrete. It provides the guidelines on the changes in the properties of recycled aggregates and how the different countries manage the use of recycled aggregates in construction work. As such, it helps researchers understand some new technologies to improve the qualities of RAC and the enhancement of RAC. Various mixing approaches adopted by the mixing approach, mixture proportioning for RAC using compressible packing model, particle packing method of mix proportioning for RAC, and a rational mix design method for RAC are proposed. Further evaluation of the stress-strain relationship and bond behaviour of RAC is explored in these guidelines.


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Structured Representation Learning:
From Homomorphisms and Disentanglement to Equivariance and Topography

English | 2025 | ISBN: 3031881109 | 160 Pages | PDF (True) | 28 MB

This book introduces approaches to generalize the benefits of equivariant deep learning to a broader set of learned structures through learned homomorphisms. In the field of machine learning, the idea of incorporating knowledge of data symmetries into artificial neural networks is known as equivariant deep learning and has led to the development of cutting edge architectures for image and physical data processing. The power of these models originates from data-specific structures ingrained in them through careful engineering. To-date however, the ability for practitioners to build such a structure into models is limited to situations where the data must exactly obey specific mathematical symmetries. The authors discuss naturally inspired inductive biases, specifically those which may provide types of efficiency and generalization benefits through what are known as homomorphic representations, a new general type of structured representation inspired from techniques in physics and neuroscience. A review of some of the first attempts at building models with learned homomorphic representations are introduced. The authors demonstrate that these inductive biases improve the ability of models to represent natural transformations and ultimately pave the way to the future of efficient and effective artificial neural networks.


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Hagit Borer, "Structuring Sense: Volume I: In Name Only"
English | 2005 | pages: 327 | ISBN: 0199263892 | PDF | 16,3 mb
Structuring Sense explores the difference between words however defined and structures however constructed. It sets out to demonstrate over three volumes, of which this is the first, that the explanation of linguistic competence should be shifted from lexical entry to syntactic structure, from memory of words to manipulation of rules. Its reformulation of how grammar and lexicon interact has profound implications for linguistic, philosophical, and psychological theories about human mind and language.

Hagit Borer departs from both constructional approaches to syntax and the long generative tradition that uses the word as the nucleus around which the syntax grows. She argues that the hierarchical, abstract structures of language are universal, not language specific, and that language variation emerges from the morphological and phonological properties of inflectional material.
In Name Only applies this radical approach to nominal structure. Integrating research in syntax, semantics, and morphology, the author argues that nominal structure is based on the syntactic realization of semantic notions such as classifier, quantity, and reference. In the process she seeks to do away with lexical ambiguity and type-shifting. Among the topics she considers are the interpretation of proper names, the mass-count distinction, the weak-strong interpretation of quantifiers, partitive and measure phrases, and the structural representation of the definite article. In the process she explores inter-language variation through the properties of the morpho-phonological system. The languages discussed include English, Chinese, Italian, and Hebrew.


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Stuck in a Role: Releasing Trauma in Teens through the ENACT Drama Therapy Method
English | 2025 | ISBN: 1032540737 | 270 Pages | PDF EPUB (True) | 12 MB
Stuck in a Role illustrates how adolescents, especially those who have experienced developmental trauma, can become "stuck" in protective roles that can distance them from their authentic selves, and how the ENACT Drama Therapy Method can help them break free from these confining roles.



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Professor Susannah Mary Chewning, "Studies in the Age of Gower: A Festschrift in Honour of R.F. Yeager "
English | ISBN: 1843845466 | 2020 | 277 pages | EPUB | 6 MB
New perspectives on one of the most important medieval poets.

The essays in this volume pay tribute to the distinguished career of Professor R.F. Yeager. Appropriately for one who has done so much to advance scholarship and critical debate on this poet, they focus on John Gower. The approaches taken range widely, from poetics to palaeography, from close critical interpretation to ecocriticism, offering important new readings of Gower and his age. Particular topics addressed include Gower's revisions to the Tale ofRosiphilee; theological and philosophical positions within Gower's work; the violence of manuscript images of Confessio Amantis; and the views of a fellow poet on Gower - Edward Thomas.


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Peter Damian Fehlner, "Studies Systematic and Critical: The Collected Essays of Peter Damian Fehlner, OFM Conv: Volume 8"
English | ISBN: 1532663986 | 2023 | 726 pages | EPUB | 2 MB
This eighth and final volume of the Collected Essays of Peter Damian Fehlner entitled, in the spirit of Fehlner's hero John Henry Newman, Studies Systematic and Critical, includes published and previously unpublished studies, spanning a wide range of years and topics. In his critical studies, Fehlner with his Scotistic subtlety wrestles with Karl Rahner over Trinitarian theology and the Kantian inflections within transcendental Thomism. Fehlner unmasks Hegelian undercurrents of Neopatripassianism. And he unravels sophistries in situational and sentimental ethics. Fehlner's systematic essays unpack Scotus's teaching on the person, grace, and justification. Seeing created personal perfection in the Immaculate Mother of God, Fehlner explores how Mary can be exemplar, mother, and teacher of Christians precisely as the most perfectly redeemed beneficiary of her Son's redemptive and salvific work. In a monumental and original study, Fehlner demonstrates the deep contours of thought between the two greatest Oxford theologians: John Duns Scotus and John Henry Newman. The essays in this volume give clear witness to the range and depth of Fehlner's theological and philosophical contributions as a critic and, more importantly, as the greatest Franciscan voice in constructive theology since the seventeenth-century "Golden Age" of Scotism.

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Style Codes: Dolly Parton
by Natalie Hammond

English | 2025 | ISBN: 1419779877 | 192 pages | True EPUB | 21.16 MB

Enhance your personal style with inspiration and practical advice from the signature looks and glamorous wardrobes of the iconic Dolly Parton.
Country legend and cultural icon Dolly Parton transcends music into the realm of fashion, where she blends glitz and grit with effortless elegance. From the moment she steps on the stage, her presence is undeniable, adorned in dazzling sequins, vibrant shades of pink, and rhinestone-studded ensembles that reflect her larger-than-life persona.
From chapter to chapter, learn how to incorporate elements of Dolly's style into your own wardrobe. Embrace the power of accessorizing with statement jewelry, feathered hats, fringe, denim on denim, and of course, big, voluminous hair.
With practical tips, fashion inspirations, and anecdotes,Style Codes: Dolly Partonis not just about what to wear and how to wear it, but about embracing the spirit of Dolly: bold, authentic, and always fabulous.




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Thomas Vesting, "Subjectivity Transformed: The Cultural Foundation of Liberty in Modernity"
English | ISBN: 1509553355 | 2024 | 288 pages | PDF | 20 MB
This book provides a historically informed reconstruction of the social practices that have shaped the formation of the modern subject from the early modern period to the present. The formal legal protections accorded to subjects are, and always have been, latent in social practices, norms, and language before they are articulated in formal legal orders.

Vesting argues that in Western societies legal personhood is closely tied to three ideal types of social personhood - what he calls the gentleman, the manager, and Homo digitalis. By examining these three ideal types and their emergence in society, we can see that Western formal law does not bring these ideal types into being but, on the contrary, they arise from the social and cultural conditions that they generate and reflect. Correspondingly, Western legal personhood, or "legal subjectivity," arises from the history and culture of Western nations, not the other way around. Therefore, signature features of Western formal law, particularly its valorization of the rights of persons (whether natural or nonnatural), come from the particular sociohistorical cultural developments that had already generated the strong ideas of social personhood inherent in the ideal types of the gentleman, the manager, and
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Patrick Madden, "Sublime Physick: Essays"
English | ISBN: 080323984X | 2016 | 264 pages | EPUB | 3 MB
A follow-up to Patrick Madden's award-winning debut, this introspective and exuberant collection of essays is wide-ranging and wild, following bifurcating paths of thought to surprising connections. In Sublime Physick, Madden seeks what is common and ennobling among seemingly disparate, even divisive, subjects, ruminating on midlife, time, family, forgiveness, loss, originality, a Canadian rock band, and much more, discerning the ways in which the natural world (fisica) transcends and joins the realm of ideas (sublime) through the application of a meditative mind.

In twelve essays that straddle the classical and the contemporary, Madden transmutes the ruder world into a finer one, articulating with subtle humor and playfulness how science and experience abut and intersect with spirituality and everyday life.
For teachers who'd like to adopt this book for their classes, Madden has provided a number of helpful teaching resources, including a 40-minute lecture on his writing process and writing prompts for each of the book's essays.
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Peter Bunton, "Succeeding at Succession: Founder and Leadership Succession in Christian Organizations and Movements"
English | ISBN: 1666766836 | 1666766836 | 176 pages | EPUB | 836 KB
By providing case studies of Christian organizations and networks which have recently undergone succession, and drawing upon perspectives from leadership theory, psychology, organizational development, and theology, this work shows multiple overlapping aspects of succession. These facets include plans, processes, gender implications, theologies of leadership, successor origins, relationship between outgoing and incoming leaders, selection methods, and organizational beliefs manifested in succession ceremonies. An analysis of the various successions studied reveals the need for the organization or network to reflect on its own understandings and theologies of leadership; without so doing, organizational succession could be impaired. While exploring the complexities of leadership succession, particularly founder succession, this book provides clear lessons and guidance for those navigating such transitions in leadership.

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Succeeding with Interventions for Asperger Syndrome Adolescents : A Guide to Communication and Socialisation in Interaction Therapy By Michael Fitzgerald; Maria Lawlor; John Harpur
2006 | 224 Pages | ISBN: 1843103222 | PDF | 1 MB
This vital new book presents effective strategies to tackle the specific difficulties in social interaction and communication that are experienced by adolescents with Asperger Syndrome (AS). Focusing on the development of interaction skills through teaching social competence, the authors explain how to design an effective social skills intervention programme whose primary objective is successful peer interaction. They describe the methodology, philosophy and science underpinning their approach and include a template for a sample course currently administered over six months. Guidance is given on what resources to choose from the wide range of available intervention programmes, and many case study examples are also provided. The authors outline session formats, possible problems and solutions, and emphasise the significance of the therapist's attitude and the role of parents in building social confidence. This highly practical book is an excellent resource for anyone involved with designing and delivering socialisation training to adolescents with AS, from parents and teachers to counsellors and therapists.




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Sudan at the Brink : Self-Determination and National Unity By Francis Deng; Kevin M. Cahill, M.D.
2010 | 71 Pages | ISBN: 0823234428 | PDF | 1 MB
In this brief but comprehensive book, Francis Deng offers a creative analysis of the situation, aimed at addressing, and hopefully resolving, the complex dilemmas confronting Sudan, Africa, and the international community over the critical choice the South will make in January 2011Gunity or secession. This book is a powerful statement by an individual who is deeply concerned about the plight of his people and the destiny of his country, a man who, in many ways, symbolizes the lofty aspirations for unity in which diversity is seen as a source of enrichment and not of destructive conflict, a unity of full equality among all its citizens. Sudan at the Brink is a must-read for all those concerned with developments in Sudan at this critical juncture in the history of the country. Whatever decision the Sudanese make in the January 2011 referendum, it is imperative that it be an informed choice carefully weighing the implications of secession versus unity. These profound options will likely be debated in the United Nations General Assembly. They will also be carefully considered in multiple other forums where the future of humanitarian action, peacekeeping, and development are considered.




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Suffering and Dignity in the Twilight of Life By B. Ars; E Montero
2004 | 191 Pages | ISBN: 9062991971 | PDF | 1 MB
This book is intended for everyone, but in particular for caregivers who are in the front line of the problem regarding the end of life and euthanasia. By presenting a critical analysis of the debate from a multidisciplinary perspective, the aim of this work is to provide a positive message about the therapeutic relationship at the end of life. Far from presenting an impenetrable tome or encyclopedia on the subject, our goal was to provide food for thought with sufficient information presented in what we hope to be a sober, thoughtful, and pedagogical manner. Thus, we have chosen not to discuss numerous very interesting questions that would have been beyond our goals. You will not find anything in the following pages about the etymology or history of the term 'euthanasia', or about the religious point of view, medical codes of ethics, opinions of national ethics committees, or even about the laws of countries where euthanasia was legalized before being outlawed (Australia), or is being seriously considered, sometimes in a bill that is already before parliament. In these pages, we are hoping to achieve a multidisciplinary book which will be regarded as a synthesis, offering a serene and positive vision of the end of life. The book is divided into three parts: the first, written by various physicians and a nurse, describes the different medical approaches to the 'end of life' now in existence, as well as possible treatments against pain and suffering. The second part, written by lawyers, provides a critical analysis of existing legislation in the only countries/states that have legalized euthanasia or assisted suicide: the State of Oregon in the USA, The Netherlands, and Belgium. The third and final part is a philosophical reflection on the dignity of the 'end of life' and places euthanasia in its anthropological, ethical, and sociopolitical context.




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