Download or read book After the At Risk Label written by Keffrelyn D. Brown and published by Teachers College Press. This book was released on 2016-08-15 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines how the use of the “at-risk” category and label creates problems for students and teachers. Drawing from research across various education sites, the author illustrates how educators recognize the label’s potential to redress issues of equity, but warns that it can also stigmatize the students so labeled. Brown explores how the labeling and subsequent practices by teachers and schools actually affect students, such as classifying many individuals as deficient. The text provides a historical overview, discusses the role of federal education policy and teaching, and includes tools to help readers acquire more complex, critical understandings of risk in educational practice. After the “At-Risk” Label not only challenges the education community to reorient itself to a more equitable discourse, it provides a framework for changing the structural conditions of schooling to better serve all students. Book Features: Offers a critical appraisal of how schools, policy, and teachers may be complicit in exacerbating conditions that lead to risk. Shows how race and class biases might be manifested in the “at-risk” identification process.Outlines a framework for making sense of, and acting in response to, risk that attends to both the individual and the institution. Provides a set of key questions, terms, and a list of extended activities in each chapter. “In this book, Keffrelyn Brown takes the common notion of ‘at-risk’ and turns it on its head. It is imperative that people who deal with children and teens grapple with the centrality of her notions. This is a must read!” —Gloria Ladson-Billings, University of Wisconsin–Madison “In this important and timely book, Keffrelyn Brown provides a much-needed basis for radically rethinking whether risk can be part of a critical social justice project in education.” —David Gillborn, University of Birmingham, UK “This book represents an audaciously genuine call to know more about, to see more in, and do more for students who have somehow amassed the label ‘at-risk!’” —H. Richard Milner IV, University of Pittsburgh
Download or read book The Deep Learning Architect s Handbook written by Ee Kin Chin and published by Packt Publishing Ltd. This book was released on 2023-12-29 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the power of deep learning to drive productivity and efficiency using this practical guide covering techniques and best practices for the entire deep learning life cycle Key Features Interpret your models’ decision-making process, ensuring transparency and trust in your AI-powered solutions Gain hands-on experience in every step of the deep learning life cycle Explore case studies and solutions for deploying DL models while addressing scalability, data drift, and ethical considerations Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDeep learning enables previously unattainable feats in automation, but extracting real-world business value from it is a daunting task. This book will teach you how to build complex deep learning models and gain intuition for structuring your data to accomplish your deep learning objectives. This deep learning book explores every aspect of the deep learning life cycle, from planning and data preparation to model deployment and governance, using real-world scenarios that will take you through creating, deploying, and managing advanced solutions. You’ll also learn how to work with image, audio, text, and video data using deep learning architectures, as well as optimize and evaluate your deep learning models objectively to address issues such as bias, fairness, adversarial attacks, and model transparency. As you progress, you’ll harness the power of AI platforms to streamline the deep learning life cycle and leverage Python libraries and frameworks such as PyTorch, ONNX, Catalyst, MLFlow, Captum, Nvidia Triton, Prometheus, and Grafana to execute efficient deep learning architectures, optimize model performance, and streamline the deployment processes. You’ll also discover the transformative potential of large language models (LLMs) for a wide array of applications. By the end of this book, you'll have mastered deep learning techniques to unlock its full potential for your endeavors.What you will learn Use neural architecture search (NAS) to automate the design of artificial neural networks (ANNs) Implement recurrent neural networks (RNNs), convolutional neural networks (CNNs), BERT, transformers, and more to build your model Deal with multi-modal data drift in a production environment Evaluate the quality and bias of your models Explore techniques to protect your model from adversarial attacks Get to grips with deploying a model with DataRobot AutoML Who this book is for This book is for deep learning practitioners, data scientists, and machine learning developers who want to explore deep learning architectures to solve complex business problems. Professionals in the broader deep learning and AI space will also benefit from the insights provided, applicable across a variety of business use cases. Working knowledge of Python programming and a basic understanding of deep learning techniques is needed to get started with this book.
Download or read book Record Label Marketing written by Tom Hutchison and published by Taylor & Francis. This book was released on 2005-12-14 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Record Label Marketing provides clear, in-depth information on corporate marketing processes, combining marketing theory with the real world "how to" practiced in marketing war rooms. This industry-defining book is clearly illustrated throughout with figures, tables, graphs, and glossaries. Record Label Marketing is essential reading for current and aspiring professionals and students, and also offers a valuable overview of the music industry. Record Label Marketing... * Builds your knowledge base by introducing the basics of the marketing mix, market segmentation and consumer behavior * Gives you the tools necessary to understand and use SoundScan data, and to successfully manage the budget of a recorded music project * Presents vital information on label publicity, advertising, retail distribution and marketing research * Introduces you to industry resources like NARM, RIAA, and the IFPI * Offers essential marketing strategies including grassroots promotion and Internet/new media, as well as highlighting international marketing opportunities * Reveals how successful labels use video production, promotional touring and special products to build revenue * Looks to the future of the music business-how online developments, technological diffusion, and convergence and new markets are continually reshaping the industry This guide is accompanied by a website, www.recordlabelmarketing.com, which offers interactive assignments to strengthen your knowledge as well as updates on the latest news, industry figures and developments.
Download or read book Alcohol Warning Labels written by United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on the Consumer and published by . This book was released on 1989 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Global food security ethical and legal challenges written by Carlos M. Romeo Casabona and published by BRILL. This book was released on 2023-09-04 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Food security will exist when all people, at all times, have physical and economic access to sufficient, safe and nutritious food to meet their dietary needs and food preferences for an active and healthy life (as stated in the Rome Declaration in 1996). Given the dimension of the current global food crisis, food security means adopting effective and specific actions at individual, household, national, regional and global levels. Food security invites us to reflect upon ethical principles like human equity, justice between current and future generations, respect for human dignity and sustainable food production. We strive to maintain our basic ethical convictions and engage in societal debates about other important values. While we do this, we may have to change our ways of life and learn to create new priorities in the face of global responsibility. Science and technology are key tools to reach the Millenium Goals, providing both society and decision makers alike with relevant information and new options within an ethical framework. The contributions found in this publication bring together the perspectives of a diverse group of authors. Coming from the academic world, the public sector and non-governmental organisations (NGOs), they provide the latest views on ‘Global food security: ethical and legal challenges’.
Download or read book Enterprise Security written by Aaron Woody and published by Packt Publishing Ltd. This book was released on 2013-01-01 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to applying data-centric security concepts for securing enterprise data to enable an agile enterprise.
Download or read book Side Effects of Drugs Annual written by and published by Elsevier. This book was released on 2017-10-19 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: Side Effects of Drugs Annual: A Worldwide Yearly Survey of New Data in Adverse Drug Reactions, Volume 39 presents the latest on a variety of topics, with new chapters in this volume covering Central nervous system stimulants and drugs that suppress appetite, Antidepressant drugs, Lithium, Drugs of abuse, Hypnotics and sedatives, Antipsychotic Drugs, Antiepileptic Drugs, Opioid analgesics and narcotic antagonists, Anti-inflammatory and antipyretic analgesics and drugs used in gout, General anesthetics and therapeutic gases, Local anesthetics, Neuromuscular blocking agents and skeletal muscle relaxants, and more. First published in 1977, and continually published as a yearly update, this series provides clinicians and medical investigators with a reliable and critical survey of new data and trends in the area of adverse drug reactions and interactions, with an international team of specialists contributing their expertise each year. Provides a critical yearly survey of the new data and trends regarding the side effects of drugs Authored and reviewed by worldwide pioneers in the clinical and practice sciences Presents an essential clinical on the side effects of drugs for practitioners and healthcare professionals alike
Download or read book Decisions and Orders of the National Labor Relations Board written by United States. National Labor Relations Board and published by . This book was released on 1992 with total page 1212 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Oxford Handbook of Research Strategies for Clinical Psychology written by Jonathan S. Comer and published by Oxford University Press. This book was released on 2013-05-09 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Research Strategies for Clinical Psychology has recruited some of the field's foremost experts to explicate the essential research strategies currently used across the modern clinical psychology landscape that maximize both scientific rigor and clinical relevance.
Download or read book Fertility Pregnancy and Wellness written by Diana Vaamonde and published by Elsevier. This book was released on 2022-02-09 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fertility, Pregnancy, and Wellness is designed to bridge science and a more holistic approach to health and wellness, in particular, dealing with female-male fertility and the gestational process. Couples seeking to solve fertility issues for different reasons, whether failed assisted reproductive techniques or the emotional impact they entail, economic or moral reasons, are demanding more natural ways of improving fertility. This book explores the shift in paradigm from just using medications which, in the reproductive field, can be very expensive and not accessible to the entire population, to using lifestyle modifications and emotional support as adjunctive medicine therapies. This must-have reference brings together the current knowledge – highlighting the gaps – and delivers an important resource for various specialists and practitioners. Offers insights from scientific and holistic methods, providing the available scientific evidence for (or against) different holistic approaches, aimed at improving fertility, health and wellness Bridges the more ‘peripheral’, yet critical and multidisciplinary, considearations in fertility, infertility, pregnancy and wellness Includes clear, concise and meaningful summary conclusion sections within each chapter
Download or read book Economics of Regulation and Antitrust fifth edition written by W. Kip Viscusi and published by MIT Press. This book was released on 2018-08-14 with total page 1001 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thoroughly revised and updated edition of the leading textbook on government and business policy, presenting the key principles underlying sound regulatory and antitrust policy. Regulation and antitrust are key elements of government policy. This new edition of the leading textbook on government and business policy explains how the latest theoretical and empirical economic tools can be employed to analyze pressing regulatory and antitrust issues. The book departs from the common emphasis on institutions, focusing instead on the relevant underlying economic issues, using state-of-the-art analysis to assess the appropriate design of regulatory and antitrust policy. Extensive case studies illustrate fundamental principles and provide insight on key issues in regulation and antitrust policy. This fifth edition has been thoroughly revised and updated, reflecting both the latest developments in economic analysis and recent economic events. The text examines regulatory practices through the end of the Obama and beginning of the Trump administrations. New material includes coverage of global competition and the activities of the European Commission; recent mergers, including Comcast-NBC Universal; antitrust in the new economy, including investigations into Microsoft and Google; the financial crisis of 2007–2008 and the Dodd-Frank Act; the FDA approval process; climate change policies; and behavioral economics as a tool for designing regulatory strategies.
Download or read book Heterogeneous Data Management Polystores and Analytics for Healthcare written by Vijay Gadepally and published by Springer Nature. This book was released on 2019-10-25 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings for the VLBD conference workshops entitled: Towards Polystores That Manage Multiple Databases, Privacy, Security and/or Policy Issues for Heterogenous Data (Poly 2019) and the Fifth International Workshop on Data Management and Analytics for Medicine and Healthcare (DMAH 2019), held in Los Angeles, CA, USA, in August 2019, in conjunction with the 45th International Conference on Very Large Data Bases, VLDB 2019. The 20 regular papers presented together with 2 keynote papers were carefully reviewed and selected from 31 initial submissions. The papers are organized in topical sections named: Poly 2019: Privacy, Security and/or Policy Issues for Heterogenous Data; Building Polystore Systems. DMAH 2019: Database Enabled Biomedical Research; AI for Healthcare; Knowledge Discovery from Unstructured Biomedical Data; Blockchain and Privacy Preserving Data Management.
Download or read book Side Effects of Drugs Annual written by Sidhartha D. Ray and published by Elsevier. This book was released on 2021-11-04 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Side Effects of Drugs Annual: A Worldwide Yearly Survey of New Data in Adverse Drug Reactions, Volume 43, first published in 1977, and continually published as a yearly update to the voluminous encyclopedia Meyler's Side Effects of Drugs, presents clinicians and medical investigators with a critical survey of new data and trends in adverse drug reactions and interactions. Topics covered in this new release include Central Nervous System Stimulants and Drugs that Suppress Appetite, Antidepressants, Lithium, Drugs of Abuse, Hypnotics and Sedatives, Antipsychotic Drugs, Antiepileptics, Opioid Analgesics and Narcotic Antagonists, Anti-Inflammatory and Antipyretic Analgesics and Drugs Used in Gout, and much more. Provides a critical yearly survey of the new data and trends regarding the side effects of drugs Authored and reviewed by worldwide pioneers in the clinical and practice sciences Presents an essential clinical guide on the side effects of drugs for practitioners and healthcare professionals alike
Download or read book Commercial Greenhouse Cucumber Production written by Jeremy Badgery-Parker and published by NSW Agriculture. This book was released on 2015-02-26 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to the basics of growing greenhouse cucumbers, this manual aims to assist Australian greenhouse growers in the development of good agricultural practices. This manual contains science-based information in a simple to use format that is relevant to a basic greenhouse horticultural enterprise to controlled environment horticulture. CONTENTS About this manual List of tables Introduction to greenhouse cucumber production Growing cucumbers Optimising production Greenhouse design and technology Hydroponic systems and technology Feeding the crop Plant nutrition Cucumber disorders and their management Cucumber diseases and their management Cucumber pests and their management Pesticides, sprays and their use in cucumbers Marketing and handling of cucumbers Waste management Health and safety in the greenhouse Some resources and further reading
Download or read book The Code of Federal Regulations of the United States of America written by and published by . This book was released on 1990 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Code of Federal Regulations is the codification of the general and permanent rules published in the Federal Register by the executive departments and agencies of the Federal Government.
Download or read book An Assessment of Risks Associated with Raw Milk Consumption in California written by Gary A. Richwald and published by . This book was released on 1986 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Products Liability Law written by Mark Geistfeld and published by Aspen Publishing. This book was released on 2021-10-07 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: Products Liability Law, Second Edition, by prolific tort scholar Mark Geistfeld, represents the “next generation” of casebooks on products liability. Earlier texts focused on the relative merits of strict liability and negligence, embodied in the apparently competing liability frameworks of the consumer expectations test in the Restatement (Second) of Torts and the risk-utility test in the Restatement (Third) of Torts. The majority of courts, however, have incorporated the risk-utility test into the framework of consumer expectations. By providing balanced coverage of both consumer expectations and the risk-utility test, the casebook keeps pace with ongoing developments in the case law and moves beyond the battles that largely defined products liability in the twentieth century. In addition to teaching students how liability rules protect consumer expectations via comprehensive application of the risk-utility test, this innovative casebook underscores the importance of doctrinal history, the psychology of evaluating product risks, and the role of products liability in the modern regulatory state. Students will learn how courts have applied established doctrines to novel problems ranging from the relevance of scientific evidence in toxic-tort cases to the distribution of defective products on the Amazon online marketplace. To further illustrate this dynamic, the casebook has twenty-nine problems with associated analysis involving the liability issues likely to be raised by the emerging technology of autonomous vehicles. Finally, the casebook reinforces students’ knowledge of fundamental tort principles while developing specialized expertise and a deeper understanding of the torts process. New to the Second Edition: A dozen new main cases updating older case law, providing coverage of new issues not addressed in the First Edition, and/or improving upon the analysis provided by the associated case in the First Edition Retention of the majority of main cases from the first edition, with revisions to the ensuing notes incorporating relevant case law developments A reorganized and updated chapter covering the controversy over the relative merits of the consumer expectations and risk-utility tests Comprehensive discussion of the tort version of the implied warranty—the genesis of the consumer expectations test—and its relation to product malfunctions and the risk-utility test A new chapter addressing the existence of the tort duty and identifying the difference between patent dangers and patent defects Reorganization of the chapter on factual causation, emphasizing the continuity of evidentiary problems running across different types of cases, ranging from the heeding presumption in warning cases, to market-share liability, to proof of both general and specific causation in toxic-tort cases Professors and students will benefit from: Classroom-tested materials taught for over 20 years by an award-winning professor Interesting cases that illustrate both the traditional and contemporary character of products liability litigation; cases are followed by extensive notes Each chapter addressing doctrinal issues concludes with problems on autonomous vehicles. The full set of 29 problems provides students with the necessary background for understanding liability issues posed by this emerging technology. Each problem is followed by the author’s analysis of the associated issues, cross-referenced to the relevant casebook material.
