THE RESPONSIBLE SOFTWARE ENGINEER 1997
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Veridical Data Science: The Practice of Responsible Data Analysis and Decision Making (1版)
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【簡介】
Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science.Most textbooks present data science as a linear analytic process involving a set of statistical and computational techniques without accounting for the challenges intrinsic to real-world applications. Veridical Data Science, by contrast, embraces the reality that most projects begin with an ambiguous domain question and messy data; it acknowledges that datasets are mere approximations of reality while analyses are mental constructs. Bin Yu and Rebecca Barter employ the innovative Predictability, Computability, and Stability (PCS) framework to assess the trustworthiness and relevance of data-driven results relative to three sources of uncertainty that arise throughout the data science life cycle: the human decisions and judgment calls made during data collection, cleaning, and modeling. By providing real-world data case studies, intuitive explanations of common statistical and machine learning techniques, and supplementary R and Python code, Veridical Data Science offers a clear and actionable guide for conducting responsible data science. Requiring little background knowledge, this lucid, self-contained textbook provides a solid foundation and principled framework for future study of advanced methods in machine learning, statistics, and data science. Presents the Predictability, Computability, and Stability (PCS) methodology for producing trustworthy data-driven resultsTeaches how a data science project should be conducted from beginning to end, including extensive discussion of the data scientist’s decision-making processCultivates critical thinking throughout the entire data science life cycleProvides practical examples and illuminating case studies of real-world data analysis problems with associated code, exercises, and solutionsSuitable for advanced undergraduate and graduate students, domain scientists, and practitioners
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THE ETHICAL JOURNALIST: MAKING RESPONSIBLE DECISIONS IN THE DIGITAL AGE, 3RD EDITION
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Building Codes Illustrated: A Guide to Understanding the 2024 International Building Code (8版)
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【簡介】
STAY INFORMED OF THE LATEST UPDATES TO THE INTERNATIONAL BUILDING CODE WITH THE LEADING VISUAL REFERENCEIn the newly revised Eighth Edition of Building Codes Illustrated: A Guide to Understanding the 2024 International Building Code(R), architectural drawing expert Francis D.K. Ching and well-known architect Steven R. Winkel deliver a beautifully illustrated and intuitively written handbook for the 2024 International Building Code (IBC). The authors provide updated material in all the chapters to align with the code changes in the new 2024 International Building Code (IBC). Easy to navigate and perfect as a quick-reference guide to the IBC, Building Codes Illustrated is a valuable visual resource for emerging professionals. The book also includes: Thorough introductions to navigating the Code, use and occupancy, special uses and occupancies, and building heights and areasFull explorations of the types of construction, fire resistive construction, interior finishes, fire-protection systems, and means of egressPractical discussions of accessibility, interior environment, exterior walls, roof assemblies, and structural provisionsIn-depth examinations of special inspections and tests, soils and foundations, building materials and systems, and elevatorsPerfect for students of architecture, interior design, construction, and engineering, the latest edition of Building Codes Illustrated is also ideal for professionals in these fields seeking an up-to-date reference on the 2024 International Building Code.
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Human Impact on the Natural Environment: Past, Present and Future (8版)
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【簡介】
A brand new edition of the definitive textbook on humankind's impact on the Earth's environment--now in full colorThis classic text explores the multitude of impacts that humans have had over time upon vegetation, animals, soils, water, landforms, and the atmosphere. It considers the ways in which climate changes and modifications in land cover may change the environment in coming decades. Thoroughly revised to cover the remarkable transformation in interest that humans are having in the environment, this book examines previously uncovered topics, such as rewilding, ecosystem services, techniques for study, novel and no analogue ecosystems, and more. It also presents the latest views on big themes such as human origins, the anthropocene, domestication, extinctions, and ecological invasions.Extensively re-written, Human Impact on the Natural Environment, Eighth Edition contains many new and updated statistical tables, figures, and references. It offers enlightening chapters that look at the past and present state of the world--examining our impact on the land itself and the creatures that inhabit it; the oceans, lakes, rivers and streams; and the climate and atmosphere. The book also takes a deep look at our future impact on the planet and its resources--our affect on the coastal environments, the cryosphere and the drylands, as well as the hydrological and geomorphological impacts.Fully updated to take account of recent advances in our understanding of global warming and other phenomenaOffers current opinions on such topics as human origins, the anthropocene, domestication, extinctions, and ecological invasionsFeatures a full-color presentation to allow for more and clearer photographs and diagramsContains more international case studies than previous editions to balance UK examplesHuman Impact on the Natural Environment is essential reading for undergraduates in geography and environmental science, and for those who want a thorough, wide-ranging and balanced overview of the impacts of humans upon natural processes and systems from the Stone Age to the Anthropocene and who wish to understand the major environmental issues that concern the human race at the present time.
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