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Deep Learning
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concep...
American Masala
Over the past few years, Indian food has evolved from an intimidating cuisine to an American favourite. More and more home chefs are realising that Indian food is not only delicious, but also very healthful and quick to prepare. In his first book, INDIAN HOME COOKING, Suvir Saran introduced many cooks to basic Iandian cooking. In his followup, AMERICAN MASALA, Suvir demonstrates how Indian flavours can complement American staples, creating fresh new tastes from familiar ingredients, like lamb chops, cornbread and fried chicken. For thos new to Indian cooking, these unintimidating, accessible recipes offer up over 125 ways to incorporate new flavours into your culinary routine without overhauling your pantry and learning comple cooking techniques. These dishes offer the perfect balance of the familiar and innovative. By using just a few spices and basic Indian cooking techniques, home cooks can diversify their cooking routine, creating new flavours and textures that even the most picky palate will love.
Artificial Intelligence and Machine Learning in Healthcare
This book reviews the application of artificial intelligence and machine learning in healthcare. It discusses integrating the principles of computer science, life science, and statistics incorporated into statistical models using existing data, discovering patterns in data to extract the information, and predicting the changes and diseases based on this data and models. The initial chapters of the book cover the practical applications of artificial intelligence for disease prognosis & management. Further, the role of artificial intelligence and machine learning is discussed with reference to specific diseases like diabetes mellitus, cancer, mycobacterium tuberculosis, and Covid-19. The chapt...
The Challenges of Water Management and Governance in Cities
This book is a printed edition of the Special Issue The Challenges of Water Management and Governance in Cities that was published in Water
Global Assessment Report on Disaster Risk Reduction 2021
Droughts have deep, widespread and underestimated impacts on societies, ecosystems, and economies. They incur costs that are borne disproportionately by the most vulnerable people.
Letters to Uncle Sam
None
Renewable Energy Desalination
The book looks at water availability and water demand in various sectors till 2050, presenting a methodology to prioritize options both on the demand and on the supply side, with a special focus on renewable energy desalination.
Watershed Models
Watershed modeling is at the heart of modern hydrology, supplying rich information that is vital to addressing resource planning, environmental, and social problems. Even in light of this important role, many books relegate the subject to a single chapter while books devoted to modeling focus only on a specific area of application. Recognizing the
The Indian Nitrogen Assessment
The Indian Nitrogen Assessment: Sources of Reactive Nitrogen, Environmental and Climate Effects, and Management Options and Policies provides a reference for anyone interested in Reactive N, from researchers and students, to environmental managers. Although the main processes that affect the N cycle are well known, this book is focused on the causes and effects of disruption in the N cycle, specifically in India. The book helps readers gain a precise understanding of the scale of nitrogen use, misuse, and release through various agricultural, industrial, vehicular, and other activities, also including discussions on its contribution to the pollution of water and air. Drawing upon the collect...
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences
This book contains state-of-the-art contributions in the field of evolutionary and deterministic methods for design, optimization and control in engineering and sciences. Specialists have written each of the 34 chapters as extended versions of selected papers presented at the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2013). The conference was one of the Thematic Conferences of the European Community on Computational Methods in Applied Sciences (ECCOMAS). Topics treated in the various chapters are classified in the following sections: theoretical and numerical methods a...
