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Machine and Deep Learning Algorithms and Applications
This book introduces basic machine learning concepts and applications for a broad audience that includes students, faculty, and industry practitioners. We begin by describing how machine learning provides capabilities to computers and embedded systems to learn from data. A typical machine learning algorithm involves training, and generally the performance of a machine learning model improves with more training data. Deep learning is a sub-area of machine learning that involves extensive use of layers of artificial neural networks typically trained on massive amounts of data. Machine and deep learning methods are often used in contemporary data science tasks to address the growing data sets a...
Emergency Medicine Board Review E-Book
Increase your opportunity for first-time success on the challenging emergency medicine board exam with this authoritative, highly illustrated review tool! Written and edited by contributors from the UCLA-affiliated residency programs, Emergency Medicine Board Review covers the full range of disorders, procedures, skills, and other core competencies that the emergency medicine physician needs to know. A bulleted, easy-to-read format supported by hundreds of high-quality images and questions make it the most efficient and effective way to study for certification and MOC exams and prepare for clinical practice. - Contains approximately 500 board-style, multiple-choice questions with full, discu...
Data, Engineering and Applications
The book contains select proceedings of the 3rd International Conference on Data, Engineering, and Applications (IDEA 2021). It includes papers from experts in industry and academia that address state-of-the-art research in the areas of big data, data mining, machine learning, data science, and their associated learning systems and applications. This book will be a valuable reference guide for all graduate students, researchers, and scientists interested in exploring the potential of big data applications.
Disease and Society in Premodern England
Disease and Society in Premodern England examines the impact of infectious disease in England from the everyday to pandemics in the period c. 500–c. 1600, with the major focus from the eleventh century onward. Theilmann blends historical research, using a variety of primary sources, with an understanding of disease drawn from current scientific literature to enable a better understanding of how diseases affected society and why they were so difficult to combat in the premodern world. The volume provides a perspective on how society and medicine reacted to "new" diseases, something that remains an issue in the twenty-first century. The "new" diseases of the Late Middle Ages, such as plague,...
First Aid for the USMLE Step 1 2011
The #1 selling medical review book in the world First Aid for the USMLE Step 1 is the undisputed "bible" of USMLE Step 1 preparation. This annually updated student-to-student review delivers an unmatched collection of the most frequently tested high-yield facts and mnemonics. Written by medical students who took the boards in 2010, it provides a complete framework to help students prepare for the most anxiety-provoking exam of their careers. Market: more than 18,750 US medical students and 12,000 international medical graduates 1,100+ high-yield facts based on student reporting from the 2010 exam Hundreds of clinical images, including a 24-page full-color insert Student ratings of top review...
Bayesian Learning
What Is Bayesian Learning In the field of statistics, an expectation-maximization (EM) algorithm is an iterative approach to discover (local) maximum likelihood or maximum a posteriori (MAP) estimates of parameters in statistical models, where the model depends on unobserved latent variables. EM algorithms are also known as maximum likelihood or maximum a posteriori (MAP) estimations. The expectation (E) step of the EM iteration creates a function for the expectation of the log-likelihood evaluated using the current estimate for the parameters, and the maximization (M) step of the EM iteration computes parameters with the goal of maximizing the expected log-likelihood found on the expectatio...
How COVID-19 Took Over the World
The pandemic left disorder and crises in its wake everywhere it struck. Drawing on disciplines including public health, politics, and socioeconomics, this book tracks the spread of COVID-19 to weave a coherent picture that explains how scientists learnt about the virus, how authorities reacted around the world, and how different societies coped. Written by a leading team of public health, policy, and economics experts, this volume provides an in-depth analysis of various countries’ responses to the onset of the pandemic, as well as suggestions to increase capacity and capability to fight future pandemics. The first part of the book provides an overview of global governance and internationa...
First Aid for the USMLE Step 1 2009
Trust the world's #1 selling medical review book to help you excel on the USMLE Step 1! "When I was preparing to take the USMLE Step 1 exam two years ago, I used this book as my primary review source and found it extremely helpful. 3 Stars."--Doody's Review Service This annually updated collection of the most frequently tested high-yield facts and mnemonics delivers everything you need to pass the most anxiety-provoking exam of your career. Written by students who just passed the boards, this is the undisputed “bible” of USMLE Step 1 preparation -- used by more than half-a-million students. 1100+ must-know facts and mnemonics organized by organ systems and general principles Hundreds of high-yield clinical images you need to know before the exam -- including 24 pages of full-color photos Rapid review section for last minute cramming Ratings of 300+ top products based on the authors' annual survey of US Medical students Updated test-taking advice from USMLE veterans Strategies that maximize your study time and deliver real results
Pandemic Economics
Provides a comprehensive exploration of pandemic economics, covering both micro and macro dimensions Strong international focus, with case studies of how different countries experienced the covid-19 pandemic Pedagogical features within the text, including chapter objectives, chapter summaries, key terms, suggested further reading, and discussion questions for solo or group study Online supplements including PowerPoint slides, test questions, extra case studies, answers to discussion questions, and an instructor guide
First Aid for the USMLE Step 1, 2010
The 20th edition of the world’s #1 selling medical review book! Trust two decades of experience for the most effective USMLE Step 1 preparation possible 1100+ must-know facts and mnemonics organized by organ system and general principles Hundreds of high-yield clinical images you need to know before the exam – including 24 pages of full-color photos Rapid review section for last minute cramming Ratings of 300+ top review products based on the authors’ annual survey of US medical students Updated test-taking advice from students who aced the 2009 exam Strategies that maximize your study time and deliver real results INSIDER ADVICE FOR STUDENTS FROM STUDENTS
