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  • 1
    UID:
    almahu_9948198911002882
    Format: 1 online resource
    ISBN: 9781119556725 , 1119556724 , 9781119556749 , 1119556740 , 9781119556732 , 1119556732
    Content: Put the power of AWS Cloud machine learning services to work in your business and commercial applications! Machine Learning in the AWS Cloud introduces readers to the machine learning (ML) capabilities of the Amazon Web Services ecosystem and provides practical examples to solve real-world regression and classification problems. While readers do not need prior ML experience, they are expected to have some knowledge of Python and a basic knowledge of Amazon Web Services. Part One introduces readers to fundamental machine learning concepts. You will learn about the types of ML systems, how they are used, and challenges you may face with ML solutions. Part Two focuses on machine learning services provided by Amazon Web Services. You'll be introduced to the basics of cloud computing and AWS offerings in the cloud-based machine learning space. Then you'll learn to use Amazon Machine Learning to solve a simpler class of machine learning problems, and Amazon SageMaker to solve more complex problems. - Learn techniques that allow you to preprocess data, basic feature engineering, visualizing data, and model building - Discover common neural network frameworks with Amazon SageMaker - Solve computer vision problems with Amazon Rekognition - Benefit from illustrations, source code examples, and sidebars in each chapter The book appeals to both Python developers and technical/solution architects. Developers will find concrete examples that show them how to perform common ML tasks with Python on AWS. Technical/solution architects will find useful information on the machine learning capabilities of the AWS ecosystem.
    Note: Front Matter -- Fundamentals of Machine Learning. Introduction to Machine Learning -- Data Collection and Preprocessing -- Data Visualization with Python -- Creating Machine Learning Models with Scikit-learn -- Evaluating Machine Learning Models -- Machine Learning with Amazon Web Services. Introduction to Amazon Web Services -- AWS Global Infrastructure -- Identity and Access Management -- Amazon S3 -- Amazon Cognito -- Amazon DynamoDB -- AWS Lambda -- Amazon Comprehend -- Amazon Lex -- Amazon Machine Learning -- Amazon SageMaker -- Using Google TensorFlow with Amazon SageMaker -- Amazon Rekognition.
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books.
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  • 2
    Online Resource
    Online Resource
    [Cambridge] :The MIT Press,
    UID:
    almahu_9949253264102882
    Format: 1 online resource
    ISBN: 9780262358774 , 0262358778 , 026235876X , 9780262358767
    Content: An accessible and engaging account of the mind and its connection to the brain. The mind encompasses everything we experience, and these experiences are created by the brain--often without our awareness. Experience is private; we can't know the minds of others. But we also don't know what is happening in our own minds. In this book, E. Bruce Goldstein offers an accessible and engaging account of the mind and its connection to the brain. He takes as his starting point two central questions--what is the mind' and what is consciousness'--and leads readers through topics that range from conceptions of the mind in popular culture to the wiring system of the brain. Throughout, he draws on the latest research, explaining its significance and relevance.
    Language: English
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  • 3
    UID:
    almahu_9948622088702882
    Format: 1 online resource
    ISBN: 9781119741817 , 1119741815 , 9781950688401 , 1950688402 , 9781119741794 , 1119741793
    Content: This 2020 edition delivers the current Statements on Auditing Standards (SASs) and related interpretations in a codified format, giving up-to-date information needed to conduct successful audits and provide high-quality services to clients. Issued directly by the AICPA, this authoritative guidance is essential to fully understand the requirements associated with an audit. This edition includes the following new standards: -SAS No. 136, Forming an Opinion and Reporting on Financial Statements of Employee -Benefit Plans Subject to ERISA -SAS No. 137, The Auditor's Responsibilities Relating to Other Information Included in -Annual Reports -SAS No. 138, Amendments to the Description of the Concept of Materiality.
    Note: "As of January 2020."
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books.
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  • 4
    Online Resource
    Online Resource
    Cambridge, Massachusetts :The MIT Press,
    UID:
    almafu_9961268002202883
    Format: 1 online resource (123 pages).
    ISBN: 0-262-36013-6 , 0-262-36014-4
    Series Statement: The MIT press essential knowledge series
    Content: An accessible introduction to the behavioral insights approach, which applies evidence about human behavior to practical problems. Our behavior is strongly influenced by factors that lie outside our conscious awareness, although we tend to underestimate the power of this "automatic" side of our behavior. As a result, governments make ineffective policies, businesses create bad products, and individuals make unrealistic plans. In contrast, the behavioral insights approach applies evidence about actual human behavior--rather than assumptions about it--to practical problems. This volume in the MIT Press Essential Knowledge series, written by two leading experts in the field, offers an accessible introduction to behavioral insights, describing core features, origins, and practical examples.
    Additional Edition: ISBN 0-262-53940-3
    Language: English
    Keywords: Electronic books
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  • 5
    UID:
    almahu_9948198910802882
    Format: 1 online resource
    ISBN: 9783527813452 , 3527813454 , 9783527813438 , 3527813438 , 9783527813421 , 352781342X
    Content: Bridges the gap between the chemistry of small molecule neuromodulators and the complex pattern of neurodegenerative disorders Written by an experienced neurochemist, this book focuses on the main actors involved in neurodegenerative disorders at a molecular level, and places special emphasis on structural aspects and modes of action. Drawing on recent data on enzyme structure, mode of action, and inhibitor design, it describes'from a biochemical point of view'the six most important neurotransmitter systems and their constituent enzymes and receptors. Misfolding and aggregation of proteins within the brain is also covered. In addition, the book surveys a wide range of proven and prospective therapeutic agents that modulate key processes in the brain, from their chemical synthesis to their mode of action in model systems as well as in the patient. Chemical Biology of Neurodegeneration: A Molecular Approach is presented in two parts. The first introduces the neurotransmitter systems and provides a general explanation of the synapse and a description of the main structures involved in neurotransmission that can be considered therapeutic targets for disorders of the central nervous system. The second part presents molecular and chemical aspects directly involved or affected in neurodegeneration, including the metabolism of neurotransmitters, enzymes processing neurotransmitters, protein misfolding, and therapeutic agents. -Uses an interdisciplinary approach to bridge the gap between the basic biochemical events in a nerve cell and their neurological effects on the brain -Places emphasis on the chemistry of small molecule modulators that are potential lead molecules for new drugs -Covers six key neurotransmitter systems and their enzymes and receptors'dopaminergic, noradrenergic, serotonergic, cholinergic, GABaergic, and glutamatergic Chemical Biology of Neurodegeneration: A Molecular Approach is a key resource for medicinal chemists, neurobiologists, neurochemists, biochemists, molecular biologists, and nEurophysiologists.
    Note: Neurotransmitter Systems. The Dopaminergic System -- The Noradrenergic System -- The Serotonergic System -- The Cholinergic System -- The Glutamatergic System -- The GABAergic System -- Metabolism and Proteins. Metabolism of Neurotransmitters -- Enzymes Processing Neurotransmitters -- Misfolded Proteins -- Therapeutic Agents for Neurodegenerative Disorders.
    Additional Edition: Print version: Merino, Pedro Chemical Biology of Neurodegeneration : A Molecular Approach Newark : John Wiley & Sons, Incorporated,c2019 ISBN 9783527344246
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books. ; Electronic books.
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  • 6
    UID:
    almahu_9949281763602882
    Format: 1 online resource
    ISBN: 0-262-35882-4 , 0-262-35883-2
    Series Statement: International development research centre series
    Content: Drawing on ten years of empirical work and research, analyses of how open development has played out in practice. A decade ago, a significant trend toward openness emerged in international development. "Open development" can describe initiatives as disparate as open government, open health data, open science, open education, and open innovation. The theory was that open systems related to data, science, and innovation would enable more inclusive processes of human development. This volume, drawing on ten years of empirical work and research, analyzes how open development has played out in practice.
    Note: English
    Additional Edition: ISBN 0-262-53911-X
    Language: English
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  • 7
    UID:
    almahu_9948198910902882
    Format: 1 online resource
    ISBN: 9781119649359 , 1119649358 , 9781119649403 , 1119649404
    Content: As time goes on, big companies such as Amazon, Microsoft, Google and Apple become increasingly interested in virtual assistants. The interest and development of social robots has put research into affective and social computing at the forefront of the scene. The aim of Opinion Analysis in Interactions is to present methods based on artificial intelligence through a combination of machine learning models and symbolic approaches. Also discussed are natural language processing and affective computing, via the analysis and generation of socio-emotional signals. The book explores the analysis of opinions in human-human interaction and tackles the less-explored (yet crucial) challenges related to the analysis methods of user opinions within the context of human-agent interaction. It also illustrates the implementation of strategies for selecting and generating agent utterances in response to user opinions, and opens up perspectives on the agent's multimodal generation of utterances that hold attitudes.
    Note: Oral and Written Interaction Corpora -- Analyzing User Opinions in Human-human Interactions -- Analyzing User Opinions in Human-Agent Interactions -- Socio-emotional Interaction Strategies: the Case of Alignment -- Generating Socio-emotional Behaviors -- Conclusion: Summary and Directions for Future Research.
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books.
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  • 8
    Online Resource
    Online Resource
    Weinheim :Wiley-VCH,
    UID:
    almahu_9948198910702882
    Format: 1 online resource
    ISBN: 9783527822607 , 3527822607 , 9783527822591 , 3527822593 , 9783527822614 , 3527822615
    Content: Guides researchers and practitioners toward developing highly reliable ceramic-matrix composites The book systematically introduces the thermomechanical fatigue behavior of fiber-reinforced ceramic-matrix composites (CMCs) and environmental barrier coatings, including cyclic loading/unloading tensile behavior, cyclic fatigue behavior, dwell-fatigue behavior, thermomechanical fatigue behavior, and interface degradation behavior. It discusses experimental verification of CMCs and explains how to determine the thermomechanical properties. It also presents damage evolution models, lifetime prediction methods, and interface degradation rules. Thermomechanical Fatigue of Ceramic-Matrix Composites offers chapters covering unidirectional ceramic-matrix composites and cross-ply and 2D woven ceramic-matrix composites. For cyclic fatigue behavior of CMCs, it looks at the effects of fiber volume fraction, fatigue peak stress, fatigue stress ratio, matrix crack spacing, matrix crack mode, and woven structure on fatigue damage evolution. Both the Dwell-fatigue damage evolution and lifetime predictions models are introduced in the next chapter. Experimental comparisons of the cross-ply SiC/MAS composite, 2D SiC/SiC composite, and 2D NextelTM 720/Alumina composite are also included. Remaining sections examine: thermomechanical fatigue hysteresis loops; in-phase thermomechanical fatigue damage; out-of-phase thermomechanical fatigue; interface degradation models; and much more. -Offers unique content dedicated to thermomechanical fatigue behavior of ceramic-matrix composites (CMCs) and environmental barrier coatings -Features comprehensive data tables and experimental verifications -Covers a highly application-oriented subject'CMCs are being increasingly utilized in jet engines, industrial turbines, and exhaust systems Thermomechanical Fatigue of Ceramic-Matrix Composites is an excellent book for developers and users of CMCs, as well as organizations involved in evaluation and characterization of CMCs. It will appeal to materials scientists, construction engineers, process engineers, and mechanical engineers.
    Note: Cyclic Loading/Unloading Tensile Fatigue of Ceramic-Matrix Composites -- Cyclic Fatigue Behaviors of Ceramic-Matrix Composites -- Dwell-Fatigue Behavior of Ceramic-Matrix Composites -- Thermomechanical Fatigue Behaviors of Ceramic-Matrix Composites -- Interface Degradation of Ceramic-Matrix Composites Under Thermomechanical Fatigue Loading.
    Additional Edition: Print version: Li, Longbiao Thermomechanical Fatigue of Ceramic-Matrix Composites Newark : John Wiley & Sons, Incorporated,c2019 ISBN 9783527346370
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books. ; Electronic books.
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  • 9
    Online Resource
    Online Resource
    Malden, MA :Wiley-Blackwell,
    UID:
    almahu_9949210727302882
    Format: 1 online resource
    ISBN: 9781118936238 , 111893623X , 9781118936221 , 1118936221
    Content: Comprehensive, accessible, and grounded in case law,'Occupational Health Law'has been an established authority in the field for over thirty years, and continues to provide practical coverage of occupational health, incorporating changes in the legal framework to reflect the very latest developments. The sixth edition of this indispensable reference work includes substantial new information on European law, the legal and ethical duties of occupational health professionals, medical records and confidentiality, data protection, compensation for work-related injury, the gig economy, the Equality Act and disability discrimination, and much more. -Covers the provision of occupational health services, the legal liability of occupational health professionals, confidentiality, health surveillance, compensation and equal opportunity legislation -Includes extensively revised content which aligns with current legislation and case law -Contains new chapter summaries and highlighted key information boxes throughout Occupational Health Law, Sixth Edition,'is the definitive resource for occupational health and safety professionals, from nurses, physicians and safety officers to HR managers, policy makers, risk managers, and employment lawyers.
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books.
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  • 10
    Online Resource
    Online Resource
    Hoboken, NJ :Wiley-ISTE,
    UID:
    almahu_9948198911202882
    Format: 1 online resource
    ISBN: 9781119649717 , 1119649714 , 9781119649724 , 1119649722
    Content: Statistical tools are indispensable for the environmental sciences. They have become an integral part of the scientific process, from the development of the sampling plan to the obtainment of results. Statistics in Environmental Sciences provides the foundation for the interpretation of quantitative data (basic vocabulary, main laws of probabilities, etc.) and the thinking behind sampling and experimental methodology. It also introduces the principles of statistical tests such as decision theory and examines the key choices in statistical tests, while keeping the established objectives in mind. The book examines the most used statistics in the field of environmental sciences. Detailed descriptions based on concrete examples are given, as well as descriptions obtained through the use of the free software R (whose usage is also presented).
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books.
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