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 English | 2022 | ISBN: 1804615447 | 470 pages | True EPUB | 8.26 MB Learn concepts, methodologies, and applications of deep learning for building predictive models from complex genomics data sets to overcome challenges in the life sciences and biotechnology industries Key Features
 English | 2022 | ISBN: 1804615447 | 270 pages | True PDF | 15.03 MB Learn concepts, methodologies, and applications of deep learning for building predictive models from complex genomics data sets to overcome challenges in the life sciences and biotechnology industries Key Features  English | 2022 | ISBN: 978-0750340229 | 267 pages | True PDF EPUB | 33.76 MB Artificial intelligence is gaining traction in areas of social responsibility. From climate change to social polarization to epidemics, humankind has been seeking new solutions to these ever-present problems. Deep learning (DL) techniques have increased in power in recent years, with algorithms already exhibiting tremendous possibilities in domains such as scientific research, agriculture, smart cities, finance, healthcare, conservation, the environment, industry and more. Innovative ideas using appropriate DL frameworks are now actively employed for the development of and delivering a positive impact on smart cities and societies. This book highlights the importance of specific frameworks such as IoT-enabled frameworks or serverless cloud frameworks that are applying DL techniques for solving persistent societal problems. It addresses the challenges of DL implementation, computation time, and the complexity of reasoning and modelling different types of data. In particular, the book explores and emphasises techniques involved in DL such as image classification, image enhancement, word analysis, human–machine emotional interfaces and the applications of these techniques for smart cities and societal problems. To extend the theoretical description, the book is enhanced through case studies, including those implemented using tensorflow2 and relevant IoT-specific sensor/actuator frameworks. The broad coverage will be essential reading not just to advanced students and academic researchers but also to practitioners and engineers looking to deliver an improved society and global health. Part of IOP Series in Next Generation Computing. [center]  English | 2022 | ISBN: 978-1119845010 | 542 pages | True PDF | 10.95 MB DEEP LEARNING A concise and practical exploration of key topics and applications in data science In Deep Learning: From Big Data to Artificial Intelligence with R , expert researcher Dr. Stéphane Tufféry delivers an insightful discussion of the applications of deep learning and big data that focuses on practical instructions on various software tools and deep learning methods relying on three major libraries: MXNet, PyTorch, and Keras-TensorFlow. In the book, numerous, up-to-date examples are combined with key topics relevant to modern data scientists, including processing optimization, neural network applications, natural language processing, and image recognition.  English | 2022 | ISBN: 978-1685077198 | 299 pages | True PDF | 7 MB This book contributes as a rich source of information on the synthesis, main properties, toxicity and applications of Deep Eutectic Solvents (DESs). It covers the viable and sustainable use of these special solvents that due to the versatility of the preparation can be tuned for specific applications. Both hydrophilic and hydrophobic DESs are covered over the chapters. The book covers, in addition to the fundamentals of DESs, their use in extraction processes, in the pre-treatment of biomass, as solvents for catalytic processes and in processes for carbon dioxide capture, among others. The purpose of the book is it can reach a wide audience, so it can serve both as a reference for experienced professionals and to students interested in the field. In this sense, the book contributes to the state of the art in the application of DESs and addresses the challenges that must be faced for the industrial application of these special solvents. [center]  English | 2022 | ISBN: 0323857612 | 386 pages | True PDF EPUB | 57.43 MB Decision Science and Operations Management of Solar Energy System looks beyond developing a solar power plant by also considering the requirements necessary to manage effective power plant operation for the long-term. This book includes data of solar power plants and quantitative techniques of statistical analysis used to inform decision-making for solar energy systems, thus enabling readers to predict future individual solar power system forecasts using different technical and financial parameters. Including data visualization, descriptive statistics, sampling techniques, plant layout, manufacturing economics, inventory management and total quality management of solar energy system, this book covers new insights as well as established fundamentals. The detailed information in this reference bridges the gap between theory and practice in the operation of solar energy systems for researchers, professionals and students working in the area of solar and renewable energy.  English | 2022 | ISBN: 1922611506 | 194 pages | True EPUB | 5.78 MB Our genome has not changed in over 45,000 years, but the world has changed enormously and there are multiple mismatches with modern life. Homo sapiens evolved and thrived because we hunted down prey with the tools we made, ate a range of natural foods from the environment and led highly physical lives necessary for the proper functioning of our bodies and brains. Now, most of us spend most of our day sitting on our backsides, and more than 50% of our diet is made up of ultra-processed foods that hijack our brains' rewards systems while making us overweight and sick.Exposure to cold and heat caused our ancestors to upregulate critical stress response genes, which made us more resilient. Now, our thermoneutral environments are making us soft.We used to live in small tribal communities where everyone had a role and purpose. Now we are digitally connected and physically disconnected.Modern humans are the most overweight, depressed, medicated and addicted cohort of adults that has ever lived, yet life has never been so good!Backed by powerful research, Death by Comfort explores exactly what's wrong and what we need to do in order to survive and thrive in the modern world. [center]  English | 2022 | ISBN: 978-0367111304 | 189 pages | True PDF | 9.29 MB Death and Religion: The Basics provides a thorough and accessible introduction to dying, death, grief, and conceptions of the afterlife in world religions. It leads readers through considerations of how we understand meanings of death and after-death, and the theories and practices attached to these states of being, with recourse to various religious worldviews: Judaism, Islam, Christianity, Hinduism, Sikhism, Buddhism, Chinese Religions, and Native American belief systems. This inter-religious approach provides a rich, dynamic survey of varying and evolving cultural attitudes to death. Topics covered include:
 English | 2022 | ISBN: 1032328401 | 100 pages | True PDF | 10.29 MB Dealing with Disputes and Conflict: A Self-Help Tool-Kit for Resolving Arguments in Everyday Life offers accessible and practical strategies and solutions to guide untrained mediators and readers on effective ways to resolve disputes and conflict, across a wide range of dispute contexts. Drawing together psychological and social scientific theories, the author offers clear guidance for managing conflict in everyday life, ranging from experiences at work, with the community or at home. This book defines mediation practice, its key principles, and how it is structured and implemented, and offers practical strategies based on key theories, including Transactional Analysis. Tony Whatling draws on his extensive experience as a professional mediator, consultant, trainer and author, to create this valuable practical guide. Including a toolbox outlining core skills and strategies applied by trained practitioners, the book covers important elements in conflict resolution, such as apology, reconciliation, the importance of listening and concentration, and what to try when disputants do not respond. Case studies from various contexts are featured, giving readers the tools they need when faced with disputes relating to situations such as divorce and workplace disagreements.  English | 2022 | ISBN: 978-0870715273 | 177 pages | True PDF | 14.68 MB The west is full of magnificent trees: mighty spruces, towering cedars, and stout firs. We are used to appreciating trees during their glory years, but how often do we consider what happens to a tree when it dies? We've all seen driftwood on the beach. But how many people have truly looked at it and appreciated its ecological role? Ellen Wohl has thought about these questions, and In Dead Wood, she takes us through the afterlife of trees, describing the importance of standing and downed dead wood in forests, in rivers, along beaches, in the open ocean, and even at the deepest parts of the seafloor. Downed wood in the forest provides habitat for diverse plants and animals, and the progressive decay of the wood releases nutrients into the soil. Wood in rivers provides critical habitat for stream insects and fish and can accumulate in logjams that divert the river repeatedly across the valley floor, creating a floodplain mosaic that is rich in habitat and biodiversity. Driftwood on the beach helps to stabilize shifting sand, creating habitat for plants and invertebrates. Fish such as tuna congregate at driftwood in the open ocean. As driftwood becomes saturated and sinks to the ocean floor, collections of sunken wood provide habitat and nutrients for deep-sea organisms. Far from being an unsightly form of waste that needs to be cleaned from forests, beaches, and harbors, dead wood is a critical resource for many forms of life. |
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