| |
|
|
 English | 2022 | ISBN: 0367693410 | 442 pages | True PDF | 91.33 MB Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines. Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of limited training data and generalize to unseen scenarios. As a result, there is a growing interest in the scientific community on creating a new generation of methods that integrate scientific knowledge in ML frameworks. This emerging field, called scientific knowledge-guided ML (KGML), seeks a distinct departure from existing "data-only" or "scientific knowledge-only" methods to use knowledge and data at an equal footing. Indeed, KGML involves diverse scientific and ML communities, where researchers and practitioners from various backgrounds and application domains are continually adding richness to the problem formulations and research methods in this emerging field.  English | 2022 | ISBN: 1032104686 | 338 pages | True PDF | 14.62 MB Focusing specifically on Interactional Ethnography (IE) as a distinct, discourse-based form of ethnography, this book introduces readers to the logic and practice behind IE and exemplifies the logic of ethnographic inquiry through a range of example-based chapters.  English | 2022 | ISBN: 1801072957 | 468 pages | True PDF EPUB | 65.19 MB Learn everything you need to know to respond to advanced cybersecurity incidents through threat hunting using threat intelligence  English | 2022 | ISBN: 1801071039| 392 pages | True PDF EPUB | 15.87 MB Process tabular data and build high-performance query engines on modern CPUs and GPUs using Apache Arrow, a standardized language-independent memory format, for optimal performance  English | 2022 | ISBN: 1546002014 | 321 pages | True EPUB | 41.4 MB From coronavirus lockdowns to critical race theory in the classroom, it has become crystal clear that America's schools aren't working for America's students and parents. No one knows this better than Betsy DeVos.  English | 2022 | ISBN: 1032316101 | 236 pages | True PDF | 29.73 MB This book focuses on mechanical hysteresis behavior in different fiber-reinforced ceramic-matrix composites (CMCs), including 1D minicomposites, 1D unidirectional, 2D cross-ply, 2D plain-woven, 2.5D woven, and 3D needle-punched composites.  English | 2022 | ISBN: 0367488744 | 345 pages | True PDF | 8.32 MB Asia is the world's most populous region and has the highest per capita number of older people in the world. It is also home to the healthy ageing traditions of Ayurveda and Chinese Medicine and the rich regional traditions of Japan, Korea, Southeast Asia, and South Asia.  English | 2022 | ISBN: 1032170581 | 235 pages | True PDF | 14.86 MB NHS support workers, such as nursing Healthcare Assistants, Maternity Support Workers, and Therapy Assistants, often provide the majority of face-to-face care to patients, clients and their families. This accessible guide explores the issues underpinning their recruitment, training, management, development and progression.  English | 2022 | ISBN: 1032068450 | 304 pages | True PDF | 24.42 MB The first COVID-19 case in the US was reported on January 20, 2020. As the first cases were being reported in the US, Washington State became a reliable source not just for hospital bed demand based on incidence and community spread but also for modeling the impact of skilled nursing facilities and assisted living facilities on hospital bed demand. Various hospital bed demand modeling efforts began in earnest across the United States in university settings, private consulting and health systems. Nationally, the University of Washington Institute of Health Metrics and Evaluation seemed to gain a footing and was adopted as a source for many states for its ability to predict the epidemiological curve by state, including the peak.  English | 2022 | ISBN: 0197521673 | 223 pages | True PDF EPUB | 7.12 MB Part of the What Do I Do Now? Psychiatry series, Geriatric Psychiatry offers comprehensive expertise for clinicians seeking answers for how to manage complex situations in geriatric psychiatry, with a focus on individuals with Alzheimer's disease and other neurocognitive disorders. This volume addresses conditions common to all psychiatric settings as well as features that must be factored into diagnosis and treatment in later life for anxiety, depression, psychosis, apathy, and agitation. Chapters feature brief clinical case vignettes and further resources for topics in neurocognitive disorders, anxiety disorders, mood disorders, psychotic disorders, and substance use in elderly patients. |
:
